duckling 0.1.6.0 → 0.1.6.1
raw patch · 147 files changed
+18977/−13295 lines, 147 filesnew-uploaderPVP: major bump suggested
API removals or changes: PVP suggests a major version bump
API changes (from Hackage documentation)
- Duckling.AmountOfMoney.Helpers: financeWith :: (AmountOfMoneyData -> t) -> (t -> Bool) -> PatternItem
- Duckling.Locale: instance Data.Hashable.Class.Hashable Duckling.Locale.Region
- Duckling.Locale: instance GHC.Classes.Eq Duckling.Locale.Region
- Duckling.Locale: instance GHC.Classes.Ord Duckling.Locale.Region
- Duckling.Locale: instance GHC.Enum.Bounded Duckling.Locale.Region
- Duckling.Locale: instance GHC.Enum.Enum Duckling.Locale.Region
- Duckling.Locale: instance GHC.Generics.Generic Duckling.Locale.Region
- Duckling.Locale: instance GHC.Read.Read Duckling.Locale.Region
- Duckling.Locale: instance GHC.Show.Show Duckling.Locale.Region
- Duckling.Locale: instance TextShow.Classes.TextShow Duckling.Locale.Region
- Duckling.Temperature.Types: TemperatureValue :: TemperatureUnit -> Int -> TemperatureValue
+ Duckling.AmountOfMoney.EN.AU.Corpus: allExamples :: [Example]
+ Duckling.AmountOfMoney.EN.AU.Corpus: negativeExamples :: [Text]
+ Duckling.AmountOfMoney.EN.AU.Rules: rules :: [Rule]
+ Duckling.AmountOfMoney.EN.BZ.Corpus: allExamples :: [Example]
+ Duckling.AmountOfMoney.EN.BZ.Corpus: negativeExamples :: [Text]
+ Duckling.AmountOfMoney.EN.BZ.Rules: rules :: [Rule]
+ Duckling.AmountOfMoney.EN.CA.Corpus: allExamples :: [Example]
+ Duckling.AmountOfMoney.EN.CA.Corpus: negativeExamples :: [Text]
+ Duckling.AmountOfMoney.EN.CA.Rules: rules :: [Rule]
+ Duckling.AmountOfMoney.EN.GB.Corpus: allExamples :: [Example]
+ Duckling.AmountOfMoney.EN.GB.Corpus: negativeExamples :: [Text]
+ Duckling.AmountOfMoney.EN.GB.Rules: rules :: [Rule]
+ Duckling.AmountOfMoney.EN.IE.Corpus: allExamples :: [Example]
+ Duckling.AmountOfMoney.EN.IE.Corpus: negativeExamples :: [Text]
+ Duckling.AmountOfMoney.EN.IE.Rules: rules :: [Rule]
+ Duckling.AmountOfMoney.EN.IN.Corpus: allExamples :: [Example]
+ Duckling.AmountOfMoney.EN.IN.Corpus: negativeExamples :: [Text]
+ Duckling.AmountOfMoney.EN.IN.Rules: rules :: [Rule]
+ Duckling.AmountOfMoney.EN.JM.Corpus: allExamples :: [Example]
+ Duckling.AmountOfMoney.EN.JM.Corpus: negativeExamples :: [Text]
+ Duckling.AmountOfMoney.EN.JM.Rules: rules :: [Rule]
+ Duckling.AmountOfMoney.EN.NZ.Corpus: allExamples :: [Example]
+ Duckling.AmountOfMoney.EN.NZ.Corpus: negativeExamples :: [Text]
+ Duckling.AmountOfMoney.EN.NZ.Rules: rules :: [Rule]
+ Duckling.AmountOfMoney.EN.PH.Corpus: allExamples :: [Example]
+ Duckling.AmountOfMoney.EN.PH.Corpus: negativeExamples :: [Text]
+ Duckling.AmountOfMoney.EN.PH.Rules: rules :: [Rule]
+ Duckling.AmountOfMoney.EN.TT.Corpus: allExamples :: [Example]
+ Duckling.AmountOfMoney.EN.TT.Corpus: negativeExamples :: [Text]
+ Duckling.AmountOfMoney.EN.TT.Rules: rules :: [Rule]
+ Duckling.AmountOfMoney.EN.US.Corpus: allExamples :: [Example]
+ Duckling.AmountOfMoney.EN.US.Corpus: negativeExamples :: [Text]
+ Duckling.AmountOfMoney.EN.US.Rules: rules :: [Rule]
+ Duckling.AmountOfMoney.EN.ZA.Corpus: allExamples :: [Example]
+ Duckling.AmountOfMoney.EN.ZA.Corpus: negativeExamples :: [Text]
+ Duckling.AmountOfMoney.EN.ZA.Rules: rules :: [Rule]
+ Duckling.AmountOfMoney.RO.Corpus: negativeCorpus :: NegativeCorpus
+ Duckling.AmountOfMoney.Types: CAD :: Currency
+ Duckling.AmountOfMoney.Types: JMD :: Currency
+ Duckling.AmountOfMoney.Types: NZD :: Currency
+ Duckling.AmountOfMoney.Types: TTD :: Currency
+ Duckling.Core: BE :: Region
+ Duckling.Duration.HI.Corpus: corpus :: Corpus
+ Duckling.Duration.HI.Rules: rules :: [Rule]
+ Duckling.Locale: BE :: Region
+ Duckling.Quantity.ZH.Corpus: corpus :: Corpus
+ Duckling.Quantity.ZH.Rules: rules :: [Rule]
+ Duckling.Ranking.Classifiers.NL_BE: classifiers :: Classifiers
+ Duckling.Ranking.Classifiers.NL_NL: classifiers :: Classifiers
+ Duckling.Region: AU :: Region
+ Duckling.Region: BE :: Region
+ Duckling.Region: BZ :: Region
+ Duckling.Region: CA :: Region
+ Duckling.Region: CN :: Region
+ Duckling.Region: GB :: Region
+ Duckling.Region: HK :: Region
+ Duckling.Region: IE :: Region
+ Duckling.Region: IN :: Region
+ Duckling.Region: JM :: Region
+ Duckling.Region: MO :: Region
+ Duckling.Region: NL :: Region
+ Duckling.Region: NZ :: Region
+ Duckling.Region: PH :: Region
+ Duckling.Region: TT :: Region
+ Duckling.Region: TW :: Region
+ Duckling.Region: US :: Region
+ Duckling.Region: ZA :: Region
+ Duckling.Region: data Region
+ Duckling.Region: instance Data.Hashable.Class.Hashable Duckling.Region.Region
+ Duckling.Region: instance GHC.Classes.Eq Duckling.Region.Region
+ Duckling.Region: instance GHC.Classes.Ord Duckling.Region.Region
+ Duckling.Region: instance GHC.Enum.Bounded Duckling.Region.Region
+ Duckling.Region: instance GHC.Enum.Enum Duckling.Region.Region
+ Duckling.Region: instance GHC.Generics.Generic Duckling.Region.Region
+ Duckling.Region: instance GHC.Read.Read Duckling.Region.Region
+ Duckling.Region: instance GHC.Show.Show Duckling.Region.Region
+ Duckling.Region: instance TextShow.Classes.TextShow Duckling.Region.Region
+ Duckling.Temperature.Helpers: isSimpleTemperature :: Predicate
+ Duckling.Temperature.Helpers: isValueOnly :: Bool -> Predicate
+ Duckling.Temperature.Helpers: unitOnly :: TemperatureUnit -> TemperatureData
+ Duckling.Temperature.Helpers: valueOnly :: Int -> TemperatureData
+ Duckling.Temperature.Helpers: withInterval :: (Int, Int) -> TemperatureData -> TemperatureData
+ Duckling.Temperature.Helpers: withMax :: Int -> TemperatureData -> TemperatureData
+ Duckling.Temperature.Helpers: withMin :: Int -> TemperatureData -> TemperatureData
+ Duckling.Temperature.Helpers: withValue :: Int -> TemperatureData -> TemperatureData
+ Duckling.Temperature.Types: Above :: IntervalDirection
+ Duckling.Temperature.Types: IntervalValue :: (SingleValue, SingleValue) -> TemperatureValue
+ Duckling.Temperature.Types: OpenIntervalValue :: (SingleValue, IntervalDirection) -> TemperatureValue
+ Duckling.Temperature.Types: SimpleValue :: SingleValue -> TemperatureValue
+ Duckling.Temperature.Types: SingleValue :: TemperatureUnit -> Int -> SingleValue
+ Duckling.Temperature.Types: Under :: IntervalDirection
+ Duckling.Temperature.Types: [maxValue] :: TemperatureData -> Maybe Int
+ Duckling.Temperature.Types: [minValue] :: TemperatureData -> Maybe Int
+ Duckling.Temperature.Types: above :: TemperatureUnit -> Int -> TemperatureValue
+ Duckling.Temperature.Types: between :: TemperatureUnit -> (Int, Int) -> TemperatureValue
+ Duckling.Temperature.Types: data IntervalDirection
+ Duckling.Temperature.Types: data SingleValue
+ Duckling.Temperature.Types: instance Control.DeepSeq.NFData Duckling.Temperature.Types.IntervalDirection
+ Duckling.Temperature.Types: instance Data.Aeson.Types.Class.ToJSON Duckling.Temperature.Types.SingleValue
+ Duckling.Temperature.Types: instance Data.Hashable.Class.Hashable Duckling.Temperature.Types.IntervalDirection
+ Duckling.Temperature.Types: instance GHC.Classes.Eq Duckling.Temperature.Types.IntervalDirection
+ Duckling.Temperature.Types: instance GHC.Classes.Eq Duckling.Temperature.Types.SingleValue
+ Duckling.Temperature.Types: instance GHC.Classes.Ord Duckling.Temperature.Types.IntervalDirection
+ Duckling.Temperature.Types: instance GHC.Generics.Generic Duckling.Temperature.Types.IntervalDirection
+ Duckling.Temperature.Types: instance GHC.Show.Show Duckling.Temperature.Types.IntervalDirection
+ Duckling.Temperature.Types: instance GHC.Show.Show Duckling.Temperature.Types.SingleValue
+ Duckling.Temperature.Types: openInterval :: IntervalDirection -> TemperatureUnit -> Int -> TemperatureValue
+ Duckling.Temperature.Types: simple :: TemperatureUnit -> Int -> TemperatureValue
+ Duckling.Temperature.Types: single :: TemperatureUnit -> Int -> SingleValue
+ Duckling.Temperature.Types: under :: TemperatureUnit -> Int -> TemperatureValue
+ Duckling.Temperature.Types: unitsAreCompatible :: Maybe TemperatureUnit -> TemperatureUnit -> Bool
+ Duckling.Time.Computed: globalYouthServiceDay :: TimeData
+ Duckling.Time.Computed: vesak :: TimeData
+ Duckling.Time.Helpers: intersectWithReplacement :: TimeData -> TimeData -> TimeData -> Maybe TimeData
+ Duckling.Time.Helpers: yearADBC :: Int -> TimeData
+ Duckling.Time.NL.BE.Corpus: allExamples :: [Example]
+ Duckling.Time.NL.BE.Rules: rules :: [Rule]
+ Duckling.Time.NL.Corpus: defaultCorpus :: Corpus
+ Duckling.Time.NL.NL.Rules: rulesBackwardCompatible :: [Rule]
+ Duckling.Time.Types: ReplaceIntersectPredicate :: Predicate -> Predicate -> Predicate -> Predicate
+ Duckling.Time.Types: mkReplaceIntersectPredicate :: Predicate -> Predicate -> Predicate -> Predicate
+ Duckling.Time.Types: runComposeWithReplacement :: SeriesPredicate -> SeriesPredicate -> SeriesPredicate -> SeriesPredicate
+ Duckling.Time.Types: runReplaceIntersectPredicate :: Predicate -> Predicate -> Predicate -> SeriesPredicate
+ Duckling.TimeGrain.HI.Rules: rules :: [Rule]
- Duckling.Temperature.Types: TemperatureData :: Maybe TemperatureUnit -> Int -> TemperatureData
+ Duckling.Temperature.Types: TemperatureData :: Maybe TemperatureUnit -> Maybe Int -> Maybe Int -> Maybe Int -> TemperatureData
- Duckling.Temperature.Types: [vUnit] :: TemperatureValue -> TemperatureUnit
+ Duckling.Temperature.Types: [vUnit] :: SingleValue -> TemperatureUnit
- Duckling.Temperature.Types: [vValue] :: TemperatureValue -> Int
+ Duckling.Temperature.Types: [vValue] :: SingleValue -> Int
- Duckling.Temperature.Types: [value] :: TemperatureData -> Int
+ Duckling.Temperature.Types: [value] :: TemperatureData -> Maybe Int
Files
- Duckling/AmountOfMoney/AR/Rules.hs +10/−10
- Duckling/AmountOfMoney/BG/Rules.hs +8/−8
- Duckling/AmountOfMoney/EN/AU/Corpus.hs +36/−0
- Duckling/AmountOfMoney/EN/AU/Rules.hs +53/−0
- Duckling/AmountOfMoney/EN/BZ/Corpus.hs +36/−0
- Duckling/AmountOfMoney/EN/BZ/Rules.hs +55/−0
- Duckling/AmountOfMoney/EN/CA/Corpus.hs +36/−0
- Duckling/AmountOfMoney/EN/CA/Rules.hs +53/−0
- Duckling/AmountOfMoney/EN/GB/Corpus.hs +36/−0
- Duckling/AmountOfMoney/EN/GB/Rules.hs +53/−0
- Duckling/AmountOfMoney/EN/IE/Corpus.hs +36/−0
- Duckling/AmountOfMoney/EN/IE/Rules.hs +55/−0
- Duckling/AmountOfMoney/EN/IN/Corpus.hs +36/−0
- Duckling/AmountOfMoney/EN/IN/Rules.hs +53/−0
- Duckling/AmountOfMoney/EN/JM/Corpus.hs +36/−0
- Duckling/AmountOfMoney/EN/JM/Rules.hs +55/−0
- Duckling/AmountOfMoney/EN/NZ/Corpus.hs +36/−0
- Duckling/AmountOfMoney/EN/NZ/Rules.hs +55/−0
- Duckling/AmountOfMoney/EN/PH/Corpus.hs +36/−0
- Duckling/AmountOfMoney/EN/PH/Rules.hs +55/−0
- Duckling/AmountOfMoney/EN/Rules.hs +9/−9
- Duckling/AmountOfMoney/EN/TT/Corpus.hs +36/−0
- Duckling/AmountOfMoney/EN/TT/Rules.hs +55/−0
- Duckling/AmountOfMoney/EN/US/Corpus.hs +36/−0
- Duckling/AmountOfMoney/EN/US/Rules.hs +53/−0
- Duckling/AmountOfMoney/EN/ZA/Corpus.hs +36/−0
- Duckling/AmountOfMoney/EN/ZA/Rules.hs +55/−0
- Duckling/AmountOfMoney/FR/Rules.hs +8/−8
- Duckling/AmountOfMoney/Helpers.hs +1/−8
- Duckling/AmountOfMoney/NL/Rules.hs +8/−8
- Duckling/AmountOfMoney/RO/Corpus.hs +48/−12
- Duckling/AmountOfMoney/RO/Rules.hs +136/−5
- Duckling/AmountOfMoney/RU/Rules.hs +9/−9
- Duckling/AmountOfMoney/Rules.hs +5/−1
- Duckling/AmountOfMoney/Types.hs +8/−0
- Duckling/AmountOfMoney/ZH/Rules.hs +5/−5
- Duckling/Dimensions/HI.hs +2/−1
- Duckling/Dimensions/ZH.hs +1/−0
- Duckling/Distance/EN/Corpus.hs +5/−0
- Duckling/Distance/EN/Rules.hs +10/−6
- Duckling/Distance/RO/Corpus.hs +3/−0
- Duckling/Distance/RO/Rules.hs +57/−87
- Duckling/Distance/Types.hs +3/−3
- Duckling/Duration/EN/Corpus.hs +20/−0
- Duckling/Duration/EN/Rules.hs +32/−5
- Duckling/Duration/HI/Corpus.hs +49/−0
- Duckling/Duration/HI/Rules.hs +114/−0
- Duckling/Duration/RO/Corpus.hs +1/−0
- Duckling/Duration/RO/Rules.hs +26/−5
- Duckling/Locale.hs +5/−25
- Duckling/Numeral/AR/Corpus.hs +16/−0
- Duckling/Numeral/AR/Rules.hs +13/−3
- Duckling/Numeral/RO/Corpus.hs +3/−2
- Duckling/Numeral/RO/Rules.hs +0/−15
- Duckling/Quantity/RO/Corpus.hs +7/−2
- Duckling/Quantity/RO/Rules.hs +15/−12
- Duckling/Quantity/ZH/Corpus.hs +64/−0
- Duckling/Quantity/ZH/Rules.hs +122/−0
- Duckling/Ranking/Classifiers/DA_XX.hs +158/−160
- Duckling/Ranking/Classifiers/DE_XX.hs +337/−395
- Duckling/Ranking/Classifiers/EN_CA.hs +3200/−2983
- Duckling/Ranking/Classifiers/EN_GB.hs +3124/−2916
- Duckling/Ranking/Classifiers/EN_US.hs +3251/−2988
- Duckling/Ranking/Classifiers/EN_XX.hs +3087/−2882
- Duckling/Ranking/Classifiers/NL_BE.hs +1834/−0
- Duckling/Ranking/Classifiers/NL_NL.hs +22/−0
- Duckling/Ranking/Classifiers/ZH_CN.hs +100/−63
- Duckling/Ranking/Classifiers/ZH_HK.hs +100/−63
- Duckling/Ranking/Classifiers/ZH_MO.hs +100/−63
- Duckling/Ranking/Classifiers/ZH_TW.hs +100/−63
- Duckling/Ranking/Classifiers/ZH_XX.hs +104/−60
- Duckling/Region.hs +47/−0
- Duckling/Rules/EN.hs +24/−0
- Duckling/Rules/HI.hs +4/−2
- Duckling/Rules/NL.hs +7/−2
- Duckling/Rules/ZH.hs +2/−1
- Duckling/Temperature/AR/Corpus.hs +4/−4
- Duckling/Temperature/AR/Rules.hs +13/−15
- Duckling/Temperature/EN/Corpus.hs +25/−4
- Duckling/Temperature/EN/Rules.hs +87/−12
- Duckling/Temperature/ES/Corpus.hs +4/−4
- Duckling/Temperature/ES/Rules.hs +12/−11
- Duckling/Temperature/FR/Corpus.hs +4/−4
- Duckling/Temperature/FR/Rules.hs +12/−11
- Duckling/Temperature/GA/Corpus.hs +4/−4
- Duckling/Temperature/GA/Rules.hs +12/−11
- Duckling/Temperature/HR/Corpus.hs +3/−3
- Duckling/Temperature/HR/Rules.hs +3/−3
- Duckling/Temperature/Helpers.hs +65/−1
- Duckling/Temperature/IT/Corpus.hs +5/−5
- Duckling/Temperature/IT/Rules.hs +3/−3
- Duckling/Temperature/JA/Corpus.hs +3/−3
- Duckling/Temperature/JA/Rules.hs +5/−5
- Duckling/Temperature/KO/Corpus.hs +3/−3
- Duckling/Temperature/KO/Rules.hs +5/−5
- Duckling/Temperature/PT/Corpus.hs +4/−4
- Duckling/Temperature/PT/Rules.hs +12/−11
- Duckling/Temperature/RO/Corpus.hs +9/−5
- Duckling/Temperature/RO/Rules.hs +14/−12
- Duckling/Temperature/Rules.hs +6/−7
- Duckling/Temperature/TR/Corpus.hs +4/−4
- Duckling/Temperature/TR/Rules.hs +17/−16
- Duckling/Temperature/Types.hs +74/−11
- Duckling/Temperature/ZH/Corpus.hs +3/−3
- Duckling/Temperature/ZH/Rules.hs +5/−5
- Duckling/Time/Computed.hs +56/−3
- Duckling/Time/DA/Corpus.hs +1/−3
- Duckling/Time/DA/Rules.hs +10/−8
- Duckling/Time/DE/Rules.hs +0/−14
- Duckling/Time/EN/AU/Corpus.hs +12/−0
- Duckling/Time/EN/AU/Rules.hs +24/−1
- Duckling/Time/EN/CA/Corpus.hs +7/−0
- Duckling/Time/EN/CA/Rules.hs +9/−0
- Duckling/Time/EN/Corpus.hs +67/−0
- Duckling/Time/EN/NZ/Corpus.hs +3/−0
- Duckling/Time/EN/NZ/Rules.hs +1/−1
- Duckling/Time/EN/Rules.hs +161/−27
- Duckling/Time/EN/US/Corpus.hs +52/−0
- Duckling/Time/EN/US/Rules.hs +43/−1
- Duckling/Time/EN/ZA/Corpus.hs +3/−0
- Duckling/Time/EN/ZA/Rules.hs +3/−0
- Duckling/Time/Helpers.hs +33/−14
- Duckling/Time/NL/BE/Corpus.hs +27/−0
- Duckling/Time/NL/BE/Rules.hs +26/−0
- Duckling/Time/NL/Corpus.hs +12/−5
- Duckling/Time/NL/NL/Rules.hs +23/−0
- Duckling/Time/NL/Rules.hs +11/−24
- Duckling/Time/Types.hs +44/−5
- Duckling/Time/ZH/Corpus.hs +37/−11
- Duckling/Time/ZH/Rules.hs +61/−70
- Duckling/TimeGrain/HI/Rules.hs +42/−0
- Duckling/TimeGrain/RO/Rules.hs +4/−3
- Duckling/Volume/RO/Corpus.hs +7/−1
- Duckling/Volume/RO/Rules.hs +13/−11
- README.md +6/−3
- duckling.cabal +43/−6
- exe/Duckling/Ranking/Generate.hs +3/−0
- tests/Duckling/AmountOfMoney/EN/Tests.hs +106/−1
- tests/Duckling/AmountOfMoney/RO/Tests.hs +5/−3
- tests/Duckling/Duration/HI/Tests.hs +24/−0
- tests/Duckling/Duration/Tests.hs +2/−0
- tests/Duckling/Quantity/Tests.hs +2/−0
- tests/Duckling/Quantity/ZH/Tests.hs +23/−0
- tests/Duckling/Temperature/EN/Tests.hs +13/−0
- tests/Duckling/Time/DE/Tests.hs +14/−0
- tests/Duckling/Time/EN/Tests.hs +2/−0
- tests/Duckling/Time/NL/Tests.hs +16/−1
Duckling/AmountOfMoney/AR/Rules.hs view
@@ -266,7 +266,7 @@ [ regex "(من|(ما )?بين)( ال)?" , Predicate isPositive , regex "(الى|حتى|و|ل)( ا?ل)?"- , financeWith TAmountOfMoney.value isJust+ , Predicate isSimpleAmountOfMoney ] , prod = \tokens -> case tokens of (_:@@ -283,9 +283,9 @@ { name = "between|from <amount-of-money> to|and <amount-of-money>" , pattern = [ regex "(من|(ما )?بين)( ال)?"- , financeWith TAmountOfMoney.value isJust+ , Predicate isSimpleAmountOfMoney , regex "(الى|حتى|و|ل)( ا?ل)?"- , financeWith TAmountOfMoney.value isJust+ , Predicate isSimpleAmountOfMoney ] , prod = \tokens -> case tokens of (_:@@ -303,7 +303,7 @@ , pattern = [ Predicate isPositive , regex "-"- , financeWith TAmountOfMoney.value isJust+ , Predicate isSimpleAmountOfMoney ] , prod = \tokens -> case tokens of (Token Numeral NumeralData {TNumeral.value = from}:@@ -318,9 +318,9 @@ ruleIntervalDash = Rule { name = "<amount-of-money> - <amount-of-money>" , pattern =- [ financeWith TAmountOfMoney.value isJust+ [ Predicate isSimpleAmountOfMoney , regex "-"- , financeWith TAmountOfMoney.value isJust+ , Predicate isSimpleAmountOfMoney ] , prod = \tokens -> case tokens of (Token AmountOfMoney AmountOfMoneyData {TAmountOfMoney.value = Just from, TAmountOfMoney.currency = c1}:@@ -336,7 +336,7 @@ { name = "under/less/lower/no more than <amount-of-money>" , pattern = [ regex "(حتى|[أا]قل من|تحت|(ما )?دون)|على ال[أا]كثر"- , financeWith TAmountOfMoney.value isJust+ , Predicate isSimpleAmountOfMoney ] , prod = \tokens -> case tokens of (_:@@ -350,7 +350,7 @@ { name = "under/less/lower/no more than <amount-of-money>" , pattern = [ regex "على ال[أا]كثر"- , financeWith TAmountOfMoney.value isJust+ , Predicate isSimpleAmountOfMoney ] , prod = \tokens -> case tokens of (_:@@ -364,7 +364,7 @@ { name = "at least/over/above/more than <amount-of-money>" , pattern = [ regex "فوق||[أا]كثر من|على ال[اأ]قل"- , financeWith TAmountOfMoney.value isJust+ , Predicate isSimpleAmountOfMoney ] , prod = \tokens -> case tokens of (_:@@ -377,7 +377,7 @@ ruleIntervalAtLeast = Rule { name = "<amount-of-money> at least" , pattern =- [ financeWith TAmountOfMoney.value isJust+ [ Predicate isSimpleAmountOfMoney , regex "على ال[اأ]قل" ] , prod = \tokens -> case tokens of
Duckling/AmountOfMoney/BG/Rules.hs view
@@ -165,7 +165,7 @@ [ regex "между|от" , Predicate isPositive , regex "до|и"- , financeWith TAmountOfMoney.value isJust+ , Predicate isSimpleAmountOfMoney ] , prod = \tokens -> case tokens of (_:@@ -183,9 +183,9 @@ { name = "between|from <amount-of-money> to|and <amount-of-money>" , pattern = [ regex "между|от"- , financeWith TAmountOfMoney.value isJust+ , Predicate isSimpleAmountOfMoney , regex "до|и"- , financeWith TAmountOfMoney.value isJust+ , Predicate isSimpleAmountOfMoney ] , prod = \tokens -> case tokens of (_:@@ -205,7 +205,7 @@ , pattern = [ Predicate isPositive , regex "-"- , financeWith TAmountOfMoney.value isJust+ , Predicate isSimpleAmountOfMoney ] , prod = \tokens -> case tokens of (Token Numeral NumeralData{TNumeral.value = from}:@@ -221,9 +221,9 @@ ruleIntervalDash = Rule { name = "<amount-of-money> - <amount-of-money>" , pattern =- [ financeWith TAmountOfMoney.value isJust+ [ Predicate isSimpleAmountOfMoney , regex "-"- , financeWith TAmountOfMoney.value isJust+ , Predicate isSimpleAmountOfMoney ] , prod = \tokens -> case tokens of (Token AmountOfMoney AmountOfMoneyData{TAmountOfMoney.value = Just from,@@ -241,7 +241,7 @@ { name = "under/less/lower/no more than <amount-of-money>" , pattern = [ regex "под|по-малко от|не повече от"- , financeWith TAmountOfMoney.value isJust+ , Predicate isSimpleAmountOfMoney ] , prod = \tokens -> case tokens of (_:@@ -256,7 +256,7 @@ { name = "over/above/at least/more than <amount-of-money>" , pattern = [ regex "над|поне|повече от"- , financeWith TAmountOfMoney.value isJust+ , Predicate isSimpleAmountOfMoney ] , prod = \tokens -> case tokens of (_:
+ Duckling/AmountOfMoney/EN/AU/Corpus.hs view
@@ -0,0 +1,36 @@+-- Copyright (c) 2016-present, Facebook, Inc.+-- All rights reserved.+--+-- This source code is licensed under the BSD-style license found in the+-- LICENSE file in the root directory of this source tree. An additional grant+-- of patent rights can be found in the PATENTS file in the same directory.++{-# LANGUAGE OverloadedStrings #-}++module Duckling.AmountOfMoney.EN.AU.Corpus+ ( allExamples+ , negativeExamples+ ) where++import Data.String+import Data.Text (Text)+import Prelude++import Duckling.AmountOfMoney.Types+import Duckling.Testing.Types++allExamples :: [Example]+allExamples = concat+ [ examples (simple AUD 1000)+ [ "a grand"+ , "1 grand"+ ]+ , examples (simple AUD 10000)+ [ "10 grand"+ ]+ ]++negativeExamples :: [Text]+negativeExamples =+ [ "grand"+ ]
+ Duckling/AmountOfMoney/EN/AU/Rules.hs view
@@ -0,0 +1,53 @@+-- Copyright (c) 2016-present, Facebook, Inc.+-- All rights reserved.+--+-- This source code is licensed under the BSD-style license found in the+-- LICENSE file in the root directory of this source tree. An additional grant+-- of patent rights can be found in the PATENTS file in the same directory.++{-# LANGUAGE GADTs #-}+{-# LANGUAGE LambdaCase #-}+{-# LANGUAGE OverloadedStrings #-}++module Duckling.AmountOfMoney.EN.AU.Rules+ ( rules+ ) where++import Data.String+import Prelude++import Duckling.AmountOfMoney.Helpers+import Duckling.AmountOfMoney.Types (Currency(..))+import Duckling.Numeral.Helpers (isPositive)+import Duckling.Types++import qualified Duckling.Numeral.Types as TNumeral+++ruleAGrand :: Rule+ruleAGrand = Rule+ { name = "a grand"+ , pattern =+ [ regex "a grand"+ ]+ , prod = \_ -> Just . Token AmountOfMoney . withValue 1000 $ currencyOnly AUD+ }++ruleGrand :: Rule+ruleGrand = Rule+ { name = "<amount> grand"+ , pattern =+ [ Predicate isPositive+ , regex "grand"+ ]+ , prod = \case+ (Token Numeral TNumeral.NumeralData{TNumeral.value = v}:_)+ -> Just . Token AmountOfMoney . withValue (1000 * v) $ currencyOnly AUD+ _ -> Nothing+ }++rules :: [Rule]+rules =+ [ ruleAGrand+ , ruleGrand+ ]
+ Duckling/AmountOfMoney/EN/BZ/Corpus.hs view
@@ -0,0 +1,36 @@+-- Copyright (c) 2016-present, Facebook, Inc.+-- All rights reserved.+--+-- This source code is licensed under the BSD-style license found in the+-- LICENSE file in the root directory of this source tree. An additional grant+-- of patent rights can be found in the PATENTS file in the same directory.++{-# LANGUAGE OverloadedStrings #-}++module Duckling.AmountOfMoney.EN.BZ.Corpus+ ( allExamples+ , negativeExamples+ ) where++import Data.String+import Data.Text (Text)+import Prelude++import Duckling.AmountOfMoney.Types+import Duckling.Testing.Types++allExamples :: [Example]+allExamples = concat+ [ examples (simple Dollar 1000)+ [ "a grand"+ , "1 grand"+ ]+ , examples (simple Dollar 10000)+ [ "10 grand"+ ]+ ]++negativeExamples :: [Text]+negativeExamples =+ [ "grand"+ ]
+ Duckling/AmountOfMoney/EN/BZ/Rules.hs view
@@ -0,0 +1,55 @@+-- Copyright (c) 2016-present, Facebook, Inc.+-- All rights reserved.+--+-- This source code is licensed under the BSD-style license found in the+-- LICENSE file in the root directory of this source tree. An additional grant+-- of patent rights can be found in the PATENTS file in the same directory.++{-# LANGUAGE GADTs #-}+{-# LANGUAGE LambdaCase #-}+{-# LANGUAGE OverloadedStrings #-}++module Duckling.AmountOfMoney.EN.BZ.Rules+ ( rules+ ) where++import Data.String+import Prelude++import Duckling.AmountOfMoney.Helpers+import Duckling.AmountOfMoney.Types (Currency(..))+import Duckling.Numeral.Helpers (isPositive)+import Duckling.Types++import qualified Duckling.Numeral.Types as TNumeral+++ruleAGrand :: Rule+ruleAGrand = Rule+ { name = "a grand"+ , pattern =+ [ regex "a grand"+ ]+ , prod = \_ -> Just . Token AmountOfMoney . withValue 1000+ $ currencyOnly Dollar+ }++ruleGrand :: Rule+ruleGrand = Rule+ { name = "<amount> grand"+ , pattern =+ [ Predicate isPositive+ , regex "grand"+ ]+ , prod = \case+ (Token Numeral TNumeral.NumeralData{TNumeral.value = v}:_)+ -> Just . Token AmountOfMoney . withValue (1000 * v)+ $ currencyOnly Dollar+ _ -> Nothing+ }++rules :: [Rule]+rules =+ [ ruleAGrand+ , ruleGrand+ ]
+ Duckling/AmountOfMoney/EN/CA/Corpus.hs view
@@ -0,0 +1,36 @@+-- Copyright (c) 2016-present, Facebook, Inc.+-- All rights reserved.+--+-- This source code is licensed under the BSD-style license found in the+-- LICENSE file in the root directory of this source tree. An additional grant+-- of patent rights can be found in the PATENTS file in the same directory.++{-# LANGUAGE OverloadedStrings #-}++module Duckling.AmountOfMoney.EN.CA.Corpus+ ( allExamples+ , negativeExamples+ ) where++import Data.String+import Data.Text (Text)+import Prelude++import Duckling.AmountOfMoney.Types+import Duckling.Testing.Types++allExamples :: [Example]+allExamples = concat+ [ examples (simple CAD 1000)+ [ "a grand"+ , "1 grand"+ ]+ , examples (simple CAD 10000)+ [ "10 grand"+ ]+ ]++negativeExamples :: [Text]+negativeExamples =+ [ "grand"+ ]
+ Duckling/AmountOfMoney/EN/CA/Rules.hs view
@@ -0,0 +1,53 @@+-- Copyright (c) 2016-present, Facebook, Inc.+-- All rights reserved.+--+-- This source code is licensed under the BSD-style license found in the+-- LICENSE file in the root directory of this source tree. An additional grant+-- of patent rights can be found in the PATENTS file in the same directory.++{-# LANGUAGE GADTs #-}+{-# LANGUAGE LambdaCase #-}+{-# LANGUAGE OverloadedStrings #-}++module Duckling.AmountOfMoney.EN.CA.Rules+ ( rules+ ) where++import Data.String+import Prelude++import Duckling.AmountOfMoney.Helpers+import Duckling.AmountOfMoney.Types (Currency(..))+import Duckling.Numeral.Helpers (isPositive)+import Duckling.Types++import qualified Duckling.Numeral.Types as TNumeral+++ruleAGrand :: Rule+ruleAGrand = Rule+ { name = "a grand"+ , pattern =+ [ regex "a grand"+ ]+ , prod = \_ -> Just . Token AmountOfMoney . withValue 1000 $ currencyOnly CAD+ }++ruleGrand :: Rule+ruleGrand = Rule+ { name = "<amount> grand"+ , pattern =+ [ Predicate isPositive+ , regex "grand"+ ]+ , prod = \case+ (Token Numeral TNumeral.NumeralData{TNumeral.value = v}:_)+ -> Just . Token AmountOfMoney . withValue (1000 * v) $ currencyOnly CAD+ _ -> Nothing+ }++rules :: [Rule]+rules =+ [ ruleAGrand+ , ruleGrand+ ]
+ Duckling/AmountOfMoney/EN/GB/Corpus.hs view
@@ -0,0 +1,36 @@+-- Copyright (c) 2016-present, Facebook, Inc.+-- All rights reserved.+--+-- This source code is licensed under the BSD-style license found in the+-- LICENSE file in the root directory of this source tree. An additional grant+-- of patent rights can be found in the PATENTS file in the same directory.++{-# LANGUAGE OverloadedStrings #-}++module Duckling.AmountOfMoney.EN.GB.Corpus+ ( allExamples+ , negativeExamples+ ) where++import Data.String+import Data.Text (Text)+import Prelude++import Duckling.AmountOfMoney.Types+import Duckling.Testing.Types++allExamples :: [Example]+allExamples = concat+ [ examples (simple GBP 1000)+ [ "a grand"+ , "1 grand"+ ]+ , examples (simple GBP 10000)+ [ "10 grand"+ ]+ ]++negativeExamples :: [Text]+negativeExamples =+ [ "grand"+ ]
+ Duckling/AmountOfMoney/EN/GB/Rules.hs view
@@ -0,0 +1,53 @@+-- Copyright (c) 2016-present, Facebook, Inc.+-- All rights reserved.+--+-- This source code is licensed under the BSD-style license found in the+-- LICENSE file in the root directory of this source tree. An additional grant+-- of patent rights can be found in the PATENTS file in the same directory.++{-# LANGUAGE GADTs #-}+{-# LANGUAGE LambdaCase #-}+{-# LANGUAGE OverloadedStrings #-}++module Duckling.AmountOfMoney.EN.GB.Rules+ ( rules+ ) where++import Data.String+import Prelude++import Duckling.AmountOfMoney.Helpers+import Duckling.AmountOfMoney.Types (Currency(..))+import Duckling.Numeral.Helpers (isPositive)+import Duckling.Types++import qualified Duckling.Numeral.Types as TNumeral+++ruleAGrand :: Rule+ruleAGrand = Rule+ { name = "a grand"+ , pattern =+ [ regex "a grand"+ ]+ , prod = \_ -> Just . Token AmountOfMoney . withValue 1000 $ currencyOnly GBP+ }++ruleGrand :: Rule+ruleGrand = Rule+ { name = "<amount> grand"+ , pattern =+ [ Predicate isPositive+ , regex "grand"+ ]+ , prod = \case+ (Token Numeral TNumeral.NumeralData{TNumeral.value = v}:_)+ -> Just . Token AmountOfMoney . withValue (1000 * v) $ currencyOnly GBP+ _ -> Nothing+ }++rules :: [Rule]+rules =+ [ ruleAGrand+ , ruleGrand+ ]
+ Duckling/AmountOfMoney/EN/IE/Corpus.hs view
@@ -0,0 +1,36 @@+-- Copyright (c) 2016-present, Facebook, Inc.+-- All rights reserved.+--+-- This source code is licensed under the BSD-style license found in the+-- LICENSE file in the root directory of this source tree. An additional grant+-- of patent rights can be found in the PATENTS file in the same directory.++{-# LANGUAGE OverloadedStrings #-}++module Duckling.AmountOfMoney.EN.IE.Corpus+ ( allExamples+ , negativeExamples+ ) where++import Data.String+import Data.Text (Text)+import Prelude++import Duckling.AmountOfMoney.Types+import Duckling.Testing.Types++allExamples :: [Example]+allExamples = concat+ [ examples (simple Dollar 1000)+ [ "a grand"+ , "1 grand"+ ]+ , examples (simple Dollar 10000)+ [ "10 grand"+ ]+ ]++negativeExamples :: [Text]+negativeExamples =+ [ "grand"+ ]
+ Duckling/AmountOfMoney/EN/IE/Rules.hs view
@@ -0,0 +1,55 @@+-- Copyright (c) 2016-present, Facebook, Inc.+-- All rights reserved.+--+-- This source code is licensed under the BSD-style license found in the+-- LICENSE file in the root directory of this source tree. An additional grant+-- of patent rights can be found in the PATENTS file in the same directory.++{-# LANGUAGE GADTs #-}+{-# LANGUAGE LambdaCase #-}+{-# LANGUAGE OverloadedStrings #-}++module Duckling.AmountOfMoney.EN.IE.Rules+ ( rules+ ) where++import Data.String+import Prelude++import Duckling.AmountOfMoney.Helpers+import Duckling.AmountOfMoney.Types (Currency(..))+import Duckling.Numeral.Helpers (isPositive)+import Duckling.Types++import qualified Duckling.Numeral.Types as TNumeral+++ruleAGrand :: Rule+ruleAGrand = Rule+ { name = "a grand"+ , pattern =+ [ regex "a grand"+ ]+ , prod = \_ -> Just . Token AmountOfMoney . withValue 1000+ $ currencyOnly Dollar+ }++ruleGrand :: Rule+ruleGrand = Rule+ { name = "<amount> grand"+ , pattern =+ [ Predicate isPositive+ , regex "grand"+ ]+ , prod = \case+ (Token Numeral TNumeral.NumeralData{TNumeral.value = v}:_)+ -> Just . Token AmountOfMoney . withValue (1000 * v)+ $ currencyOnly Dollar+ _ -> Nothing+ }++rules :: [Rule]+rules =+ [ ruleAGrand+ , ruleGrand+ ]
+ Duckling/AmountOfMoney/EN/IN/Corpus.hs view
@@ -0,0 +1,36 @@+-- Copyright (c) 2016-present, Facebook, Inc.+-- All rights reserved.+--+-- This source code is licensed under the BSD-style license found in the+-- LICENSE file in the root directory of this source tree. An additional grant+-- of patent rights can be found in the PATENTS file in the same directory.++{-# LANGUAGE OverloadedStrings #-}++module Duckling.AmountOfMoney.EN.IN.Corpus+ ( allExamples+ , negativeExamples+ ) where++import Data.String+import Data.Text (Text)+import Prelude++import Duckling.AmountOfMoney.Types+import Duckling.Testing.Types++allExamples :: [Example]+allExamples = concat+ [ examples (simple Dollar 1000)+ [ "a grand"+ , "1 grand"+ ]+ , examples (simple Dollar 10000)+ [ "10 grand"+ ]+ ]++negativeExamples :: [Text]+negativeExamples =+ [ "grand"+ ]
+ Duckling/AmountOfMoney/EN/IN/Rules.hs view
@@ -0,0 +1,53 @@+-- Copyright (c) 2016-present, Facebook, Inc.+-- All rights reserved.+--+-- This source code is licensed under the BSD-style license found in the+-- LICENSE file in the root directory of this source tree. An additional grant+-- of patent rights can be found in the PATENTS file in the same directory.++{-# LANGUAGE GADTs #-}+{-# LANGUAGE LambdaCase #-}+{-# LANGUAGE OverloadedStrings #-}++module Duckling.AmountOfMoney.EN.IN.Rules+ ( rules+ ) where++import Data.String+import Prelude++import Duckling.AmountOfMoney.Helpers+import Duckling.AmountOfMoney.Types (Currency(..))+import Duckling.Numeral.Helpers (isPositive)+import Duckling.Types++import qualified Duckling.Numeral.Types as TNumeral+++ruleAGrand :: Rule+ruleAGrand = Rule+ { name = "a grand"+ , pattern =+ [ regex "a grand"+ ]+ , prod = \_ -> Just . Token AmountOfMoney . withValue 1000 $ currencyOnly Dollar+ }++ruleGrand :: Rule+ruleGrand = Rule+ { name = "<amount> grand"+ , pattern =+ [ Predicate isPositive+ , regex "grand"+ ]+ , prod = \case+ (Token Numeral TNumeral.NumeralData{TNumeral.value = v}:_)+ -> Just . Token AmountOfMoney . withValue (1000 * v) $ currencyOnly Dollar+ _ -> Nothing+ }++rules :: [Rule]+rules =+ [ ruleAGrand+ , ruleGrand+ ]
+ Duckling/AmountOfMoney/EN/JM/Corpus.hs view
@@ -0,0 +1,36 @@+-- Copyright (c) 2016-present, Facebook, Inc.+-- All rights reserved.+--+-- This source code is licensed under the BSD-style license found in the+-- LICENSE file in the root directory of this source tree. An additional grant+-- of patent rights can be found in the PATENTS file in the same directory.++{-# LANGUAGE OverloadedStrings #-}++module Duckling.AmountOfMoney.EN.JM.Corpus+ ( allExamples+ , negativeExamples+ ) where++import Data.String+import Data.Text (Text)+import Prelude++import Duckling.AmountOfMoney.Types+import Duckling.Testing.Types++allExamples :: [Example]+allExamples = concat+ [ examples (simple JMD 1000)+ [ "a grand"+ , "1 grand"+ ]+ , examples (simple JMD 10000)+ [ "10 grand"+ ]+ ]++negativeExamples :: [Text]+negativeExamples =+ [ "grand"+ ]
+ Duckling/AmountOfMoney/EN/JM/Rules.hs view
@@ -0,0 +1,55 @@+-- Copyright (c) 2016-present, Facebook, Inc.+-- All rights reserved.+--+-- This source code is licensed under the BSD-style license found in the+-- LICENSE file in the root directory of this source tree. An additional grant+-- of patent rights can be found in the PATENTS file in the same directory.++{-# LANGUAGE GADTs #-}+{-# LANGUAGE LambdaCase #-}+{-# LANGUAGE OverloadedStrings #-}++module Duckling.AmountOfMoney.EN.JM.Rules+ ( rules+ ) where++import Data.String+import Prelude++import Duckling.AmountOfMoney.Helpers+import Duckling.AmountOfMoney.Types (Currency(..))+import Duckling.Numeral.Helpers (isPositive)+import Duckling.Types++import qualified Duckling.Numeral.Types as TNumeral+++ruleAGrand :: Rule+ruleAGrand = Rule+ { name = "a grand"+ , pattern =+ [ regex "a grand"+ ]+ , prod = \_ -> Just . Token AmountOfMoney . withValue 1000+ $ currencyOnly JMD+ }++ruleGrand :: Rule+ruleGrand = Rule+ { name = "<amount> grand"+ , pattern =+ [ Predicate isPositive+ , regex "grand"+ ]+ , prod = \case+ (Token Numeral TNumeral.NumeralData{TNumeral.value = v}:_)+ -> Just . Token AmountOfMoney . withValue (1000 * v)+ $ currencyOnly JMD+ _ -> Nothing+ }++rules :: [Rule]+rules =+ [ ruleAGrand+ , ruleGrand+ ]
+ Duckling/AmountOfMoney/EN/NZ/Corpus.hs view
@@ -0,0 +1,36 @@+-- Copyright (c) 2016-present, Facebook, Inc.+-- All rights reserved.+--+-- This source code is licensed under the BSD-style license found in the+-- LICENSE file in the root directory of this source tree. An additional grant+-- of patent rights can be found in the PATENTS file in the same directory.++{-# LANGUAGE OverloadedStrings #-}++module Duckling.AmountOfMoney.EN.NZ.Corpus+ ( allExamples+ , negativeExamples+ ) where++import Data.String+import Data.Text (Text)+import Prelude++import Duckling.AmountOfMoney.Types+import Duckling.Testing.Types++allExamples :: [Example]+allExamples = concat+ [ examples (simple NZD 1000)+ [ "a grand"+ , "1 grand"+ ]+ , examples (simple NZD 10000)+ [ "10 grand"+ ]+ ]++negativeExamples :: [Text]+negativeExamples =+ [ "grand"+ ]
+ Duckling/AmountOfMoney/EN/NZ/Rules.hs view
@@ -0,0 +1,55 @@+-- Copyright (c) 2016-present, Facebook, Inc.+-- All rights reserved.+--+-- This source code is licensed under the BSD-style license found in the+-- LICENSE file in the root directory of this source tree. An additional grant+-- of patent rights can be found in the PATENTS file in the same directory.++{-# LANGUAGE GADTs #-}+{-# LANGUAGE LambdaCase #-}+{-# LANGUAGE OverloadedStrings #-}++module Duckling.AmountOfMoney.EN.NZ.Rules+ ( rules+ ) where++import Data.String+import Prelude++import Duckling.AmountOfMoney.Helpers+import Duckling.AmountOfMoney.Types (Currency(..))+import Duckling.Numeral.Helpers (isPositive)+import Duckling.Types++import qualified Duckling.Numeral.Types as TNumeral+++ruleAGrand :: Rule+ruleAGrand = Rule+ { name = "a grand"+ , pattern =+ [ regex "a grand"+ ]+ , prod = \_ -> Just . Token AmountOfMoney . withValue 1000+ $ currencyOnly NZD+ }++ruleGrand :: Rule+ruleGrand = Rule+ { name = "<amount> grand"+ , pattern =+ [ Predicate isPositive+ , regex "grand"+ ]+ , prod = \case+ (Token Numeral TNumeral.NumeralData{TNumeral.value = v}:_)+ -> Just . Token AmountOfMoney . withValue (1000 * v)+ $ currencyOnly NZD+ _ -> Nothing+ }++rules :: [Rule]+rules =+ [ ruleAGrand+ , ruleGrand+ ]
+ Duckling/AmountOfMoney/EN/PH/Corpus.hs view
@@ -0,0 +1,36 @@+-- Copyright (c) 2016-present, Facebook, Inc.+-- All rights reserved.+--+-- This source code is licensed under the BSD-style license found in the+-- LICENSE file in the root directory of this source tree. An additional grant+-- of patent rights can be found in the PATENTS file in the same directory.++{-# LANGUAGE OverloadedStrings #-}++module Duckling.AmountOfMoney.EN.PH.Corpus+ ( allExamples+ , negativeExamples+ ) where++import Data.String+import Data.Text (Text)+import Prelude++import Duckling.AmountOfMoney.Types+import Duckling.Testing.Types++allExamples :: [Example]+allExamples = concat+ [ examples (simple Dollar 1000)+ [ "a grand"+ , "1 grand"+ ]+ , examples (simple Dollar 10000)+ [ "10 grand"+ ]+ ]++negativeExamples :: [Text]+negativeExamples =+ [ "grand"+ ]
+ Duckling/AmountOfMoney/EN/PH/Rules.hs view
@@ -0,0 +1,55 @@+-- Copyright (c) 2016-present, Facebook, Inc.+-- All rights reserved.+--+-- This source code is licensed under the BSD-style license found in the+-- LICENSE file in the root directory of this source tree. An additional grant+-- of patent rights can be found in the PATENTS file in the same directory.++{-# LANGUAGE GADTs #-}+{-# LANGUAGE LambdaCase #-}+{-# LANGUAGE OverloadedStrings #-}++module Duckling.AmountOfMoney.EN.PH.Rules+ ( rules+ ) where++import Data.String+import Prelude++import Duckling.AmountOfMoney.Helpers+import Duckling.AmountOfMoney.Types (Currency(..))+import Duckling.Numeral.Helpers (isPositive)+import Duckling.Types++import qualified Duckling.Numeral.Types as TNumeral+++ruleAGrand :: Rule+ruleAGrand = Rule+ { name = "a grand"+ , pattern =+ [ regex "a grand"+ ]+ , prod = \_ -> Just . Token AmountOfMoney . withValue 1000+ $ currencyOnly Dollar+ }++ruleGrand :: Rule+ruleGrand = Rule+ { name = "<amount> grand"+ , pattern =+ [ Predicate isPositive+ , regex "grand"+ ]+ , prod = \case+ (Token Numeral TNumeral.NumeralData{TNumeral.value = v}:_)+ -> Just . Token AmountOfMoney . withValue (1000 * v)+ $ currencyOnly Dollar+ _ -> Nothing+ }++rules :: [Rule]+rules =+ [ ruleAGrand+ , ruleGrand+ ]
Duckling/AmountOfMoney/EN/Rules.hs view
@@ -134,7 +134,7 @@ { name = "a <currency>" , pattern = [ regex "an?"- , financeWith TAmountOfMoney.value isNothing+ , Predicate isCurrencyOnly ] , prod = \tokens -> case tokens of (_:@@ -222,7 +222,7 @@ [ regex "between|from" , Predicate isPositive , regex "to|and"- , financeWith TAmountOfMoney.value isJust+ , Predicate isSimpleAmountOfMoney ] , prod = \tokens -> case tokens of (_:@@ -240,9 +240,9 @@ { name = "between|from <amount-of-money> to|and <amount-of-money>" , pattern = [ regex "between|from"- , financeWith TAmountOfMoney.value isJust+ , Predicate isSimpleAmountOfMoney , regex "to|and"- , financeWith TAmountOfMoney.value isJust+ , Predicate isSimpleAmountOfMoney ] , prod = \tokens -> case tokens of (_:@@ -262,7 +262,7 @@ , pattern = [ Predicate isNatural , regex "-"- , financeWith TAmountOfMoney.value isJust+ , Predicate isSimpleAmountOfMoney ] , prod = \tokens -> case tokens of (Token Numeral NumeralData{TNumeral.value = from}:@@ -278,9 +278,9 @@ ruleIntervalDash = Rule { name = "<amount-of-money> - <amount-of-money>" , pattern =- [ financeWith TAmountOfMoney.value isJust+ [ Predicate isSimpleAmountOfMoney , regex "-"- , financeWith TAmountOfMoney.value isJust+ , Predicate isSimpleAmountOfMoney ] , prod = \tokens -> case tokens of (Token AmountOfMoney AmountOfMoneyData{TAmountOfMoney.value = Just from,@@ -298,7 +298,7 @@ { name = "under/less/lower/no more than <amount-of-money>" , pattern = [ regex "under|(less|lower|not? more) than"- , financeWith TAmountOfMoney.value isJust+ , Predicate isSimpleAmountOfMoney ] , prod = \tokens -> case tokens of (_:@@ -313,7 +313,7 @@ { name = "over/above/at least/more than <amount-of-money>" , pattern = [ regex "over|above|at least|more than"- , financeWith TAmountOfMoney.value isJust+ , Predicate isSimpleAmountOfMoney ] , prod = \tokens -> case tokens of (_:
+ Duckling/AmountOfMoney/EN/TT/Corpus.hs view
@@ -0,0 +1,36 @@+-- Copyright (c) 2016-present, Facebook, Inc.+-- All rights reserved.+--+-- This source code is licensed under the BSD-style license found in the+-- LICENSE file in the root directory of this source tree. An additional grant+-- of patent rights can be found in the PATENTS file in the same directory.++{-# LANGUAGE OverloadedStrings #-}++module Duckling.AmountOfMoney.EN.TT.Corpus+ ( allExamples+ , negativeExamples+ ) where++import Data.String+import Data.Text (Text)+import Prelude++import Duckling.AmountOfMoney.Types+import Duckling.Testing.Types++allExamples :: [Example]+allExamples = concat+ [ examples (simple TTD 1000)+ [ "a grand"+ , "1 grand"+ ]+ , examples (simple TTD 10000)+ [ "10 grand"+ ]+ ]++negativeExamples :: [Text]+negativeExamples =+ [ "grand"+ ]
+ Duckling/AmountOfMoney/EN/TT/Rules.hs view
@@ -0,0 +1,55 @@+-- Copyright (c) 2016-present, Facebook, Inc.+-- All rights reserved.+--+-- This source code is licensed under the BSD-style license found in the+-- LICENSE file in the root directory of this source tree. An additional grant+-- of patent rights can be found in the PATENTS file in the same directory.++{-# LANGUAGE GADTs #-}+{-# LANGUAGE LambdaCase #-}+{-# LANGUAGE OverloadedStrings #-}++module Duckling.AmountOfMoney.EN.TT.Rules+ ( rules+ ) where++import Data.String+import Prelude++import Duckling.AmountOfMoney.Helpers+import Duckling.AmountOfMoney.Types (Currency(..))+import Duckling.Numeral.Helpers (isPositive)+import Duckling.Types++import qualified Duckling.Numeral.Types as TNumeral+++ruleAGrand :: Rule+ruleAGrand = Rule+ { name = "a grand"+ , pattern =+ [ regex "a grand"+ ]+ , prod = \_ -> Just . Token AmountOfMoney . withValue 1000+ $ currencyOnly TTD+ }++ruleGrand :: Rule+ruleGrand = Rule+ { name = "<amount> grand"+ , pattern =+ [ Predicate isPositive+ , regex "grand"+ ]+ , prod = \case+ (Token Numeral TNumeral.NumeralData{TNumeral.value = v}:_)+ -> Just . Token AmountOfMoney . withValue (1000 * v)+ $ currencyOnly TTD+ _ -> Nothing+ }++rules :: [Rule]+rules =+ [ ruleAGrand+ , ruleGrand+ ]
+ Duckling/AmountOfMoney/EN/US/Corpus.hs view
@@ -0,0 +1,36 @@+-- Copyright (c) 2016-present, Facebook, Inc.+-- All rights reserved.+--+-- This source code is licensed under the BSD-style license found in the+-- LICENSE file in the root directory of this source tree. An additional grant+-- of patent rights can be found in the PATENTS file in the same directory.++{-# LANGUAGE OverloadedStrings #-}++module Duckling.AmountOfMoney.EN.US.Corpus+ ( allExamples+ , negativeExamples+ ) where++import Data.String+import Data.Text (Text)+import Prelude++import Duckling.AmountOfMoney.Types+import Duckling.Testing.Types++allExamples :: [Example]+allExamples = concat+ [ examples (simple USD 1000)+ [ "a grand"+ , "1 grand"+ ]+ , examples (simple USD 10000)+ [ "10 grand"+ ]+ ]++negativeExamples :: [Text]+negativeExamples =+ [ "grand"+ ]
+ Duckling/AmountOfMoney/EN/US/Rules.hs view
@@ -0,0 +1,53 @@+-- Copyright (c) 2016-present, Facebook, Inc.+-- All rights reserved.+--+-- This source code is licensed under the BSD-style license found in the+-- LICENSE file in the root directory of this source tree. An additional grant+-- of patent rights can be found in the PATENTS file in the same directory.++{-# LANGUAGE GADTs #-}+{-# LANGUAGE LambdaCase #-}+{-# LANGUAGE OverloadedStrings #-}++module Duckling.AmountOfMoney.EN.US.Rules+ ( rules+ ) where++import Data.String+import Prelude++import Duckling.AmountOfMoney.Helpers+import Duckling.AmountOfMoney.Types (Currency(..))+import Duckling.Numeral.Helpers (isPositive)+import Duckling.Types++import qualified Duckling.Numeral.Types as TNumeral+++ruleAGrand :: Rule+ruleAGrand = Rule+ { name = "a grand"+ , pattern =+ [ regex "a grand"+ ]+ , prod = \_ -> Just . Token AmountOfMoney . withValue 1000 $ currencyOnly USD+ }++ruleGrand :: Rule+ruleGrand = Rule+ { name = "<amount> grand"+ , pattern =+ [ Predicate isPositive+ , regex "grand"+ ]+ , prod = \case+ (Token Numeral TNumeral.NumeralData{TNumeral.value = v}:_)+ -> Just . Token AmountOfMoney . withValue (1000 * v) $ currencyOnly USD+ _ -> Nothing+ }++rules :: [Rule]+rules =+ [ ruleAGrand+ , ruleGrand+ ]
+ Duckling/AmountOfMoney/EN/ZA/Corpus.hs view
@@ -0,0 +1,36 @@+-- Copyright (c) 2016-present, Facebook, Inc.+-- All rights reserved.+--+-- This source code is licensed under the BSD-style license found in the+-- LICENSE file in the root directory of this source tree. An additional grant+-- of patent rights can be found in the PATENTS file in the same directory.++{-# LANGUAGE OverloadedStrings #-}++module Duckling.AmountOfMoney.EN.ZA.Corpus+ ( allExamples+ , negativeExamples+ ) where++import Data.String+import Data.Text (Text)+import Prelude++import Duckling.AmountOfMoney.Types+import Duckling.Testing.Types++allExamples :: [Example]+allExamples = concat+ [ examples (simple Dollar 1000)+ [ "a grand"+ , "1 grand"+ ]+ , examples (simple Dollar 10000)+ [ "10 grand"+ ]+ ]++negativeExamples :: [Text]+negativeExamples =+ [ "grand"+ ]
+ Duckling/AmountOfMoney/EN/ZA/Rules.hs view
@@ -0,0 +1,55 @@+-- Copyright (c) 2016-present, Facebook, Inc.+-- All rights reserved.+--+-- This source code is licensed under the BSD-style license found in the+-- LICENSE file in the root directory of this source tree. An additional grant+-- of patent rights can be found in the PATENTS file in the same directory.++{-# LANGUAGE GADTs #-}+{-# LANGUAGE LambdaCase #-}+{-# LANGUAGE OverloadedStrings #-}++module Duckling.AmountOfMoney.EN.ZA.Rules+ ( rules+ ) where++import Data.String+import Prelude++import Duckling.AmountOfMoney.Helpers+import Duckling.AmountOfMoney.Types (Currency(..))+import Duckling.Numeral.Helpers (isPositive)+import Duckling.Types++import qualified Duckling.Numeral.Types as TNumeral+++ruleAGrand :: Rule+ruleAGrand = Rule+ { name = "a grand"+ , pattern =+ [ regex "a grand"+ ]+ , prod = \_ -> Just . Token AmountOfMoney . withValue 1000+ $ currencyOnly Dollar+ }++ruleGrand :: Rule+ruleGrand = Rule+ { name = "<amount> grand"+ , pattern =+ [ Predicate isPositive+ , regex "grand"+ ]+ , prod = \case+ (Token Numeral TNumeral.NumeralData{TNumeral.value = v}:_)+ -> Just . Token AmountOfMoney . withValue (1000 * v)+ $ currencyOnly Dollar+ _ -> Nothing+ }++rules :: [Rule]+rules =+ [ ruleAGrand+ , ruleGrand+ ]
Duckling/AmountOfMoney/FR/Rules.hs view
@@ -99,7 +99,7 @@ [ regex "entre" , Predicate isPositive , regex "et"- , financeWith TAmountOfMoney.value isJust+ , Predicate isSimpleAmountOfMoney ] , prod = \tokens -> case tokens of (_:@@ -118,9 +118,9 @@ { name = "between|from <amount-of-money> to|and <amount-of-money>" , pattern = [ regex "entre"- , financeWith TAmountOfMoney.value isJust+ , Predicate isSimpleAmountOfMoney , regex "et"- , financeWith TAmountOfMoney.value isJust+ , Predicate isSimpleAmountOfMoney ] , prod = \tokens -> case tokens of (_:@@ -145,7 +145,7 @@ , pattern = [ Predicate isNatural , regex "-"- , financeWith TAmountOfMoney.value isJust+ , Predicate isSimpleAmountOfMoney ] , prod = \tokens -> case tokens of (Token Numeral NumeralData{TNumeral.value = from}:@@ -161,9 +161,9 @@ ruleIntervalDash = Rule { name = "<amount-of-money> - <amount-of-money>" , pattern =- [ financeWith TAmountOfMoney.value isJust+ [ Predicate isSimpleAmountOfMoney , regex "-"- , financeWith TAmountOfMoney.value isJust+ , Predicate isSimpleAmountOfMoney ] , prod = \tokens -> case tokens of (Token AmountOfMoney AmountOfMoneyData{TAmountOfMoney.value = Just from,@@ -181,7 +181,7 @@ { name = "under/less/lower/no more than <amount-of-money>" , pattern = [ regex "(moins|pas plus|en-dessous) de"- , financeWith TAmountOfMoney.value isJust+ , Predicate isSimpleAmountOfMoney ] , prod = \tokens -> case tokens of (_:@@ -196,7 +196,7 @@ { name = "over/above/at least/more than <amount-of-money>" , pattern = [ regex "plus (que|de)|au moins"- , financeWith TAmountOfMoney.value isJust+ , Predicate isSimpleAmountOfMoney ] , prod = \tokens -> case tokens of (_:
Duckling/AmountOfMoney/Helpers.hs view
@@ -11,7 +11,6 @@ module Duckling.AmountOfMoney.Helpers ( currencyOnly- , financeWith , isSimpleAmountOfMoney , isCent , isCents@@ -38,12 +37,6 @@ -- ----------------------------------------------------------------- -- Patterns -financeWith :: (AmountOfMoneyData -> t) -> (t -> Bool) -> PatternItem-financeWith f pred = Predicate $ \x ->- case x of- (Token AmountOfMoney x) -> pred (f x)- _ -> False- isCents :: Predicate isCents (Token AmountOfMoney AmountOfMoneyData{value = Just _, currency = Cent}) = True isCents _ = False@@ -65,7 +58,7 @@ isSimpleAmountOfMoney :: Predicate isSimpleAmountOfMoney (Token AmountOfMoney AmountOfMoneyData- {minValue = Nothing, maxValue = Nothing}) = True+ {value = Just _, minValue = Nothing, maxValue = Nothing}) = True isSimpleAmountOfMoney _ = False isDime :: Predicate
Duckling/AmountOfMoney/NL/Rules.hs view
@@ -149,7 +149,7 @@ [ regex "tussen|vanaf|van" , Predicate isPositive , regex "tot|en"- , financeWith TAmountOfMoney.value isJust+ , Predicate isSimpleAmountOfMoney ] , prod = \tokens -> case tokens of (_:@@ -167,9 +167,9 @@ { name = "between|from <amount-of-money> to|and <amount-of-money>" , pattern = [ regex "tussen|vanaf|van"- , financeWith TAmountOfMoney.value isJust+ , Predicate isSimpleAmountOfMoney , regex "tot|en"- , financeWith TAmountOfMoney.value isJust+ , Predicate isSimpleAmountOfMoney ] , prod = \tokens -> case tokens of (_:@@ -189,7 +189,7 @@ , pattern = [ Predicate isNatural , regex "\\-"- , financeWith TAmountOfMoney.value isJust+ , Predicate isSimpleAmountOfMoney ] , prod = \tokens -> case tokens of (Token Numeral NumeralData{TNumeral.value = from}:@@ -205,9 +205,9 @@ ruleIntervalDash = Rule { name = "<amount-of-money> - <amount-of-money>" , pattern =- [ financeWith TAmountOfMoney.value isJust+ [ Predicate isSimpleAmountOfMoney , regex "\\-"- , financeWith TAmountOfMoney.value isJust+ , Predicate isSimpleAmountOfMoney ] , prod = \tokens -> case tokens of (Token AmountOfMoney AmountOfMoneyData{TAmountOfMoney.value = Just from,@@ -225,7 +225,7 @@ { name = "under/less/lower/no more than <amount-of-money>" , pattern = [ regex "(minder|lager|niet? meer) dan"- , financeWith TAmountOfMoney.value isJust+ , Predicate isSimpleAmountOfMoney ] , prod = \tokens -> case tokens of (_:@@ -240,7 +240,7 @@ { name = "over/above/at least/more than <amount-of-money>" , pattern = [ regex "boven de|minstens|meer dan"- , financeWith TAmountOfMoney.value isJust+ , Predicate isSimpleAmountOfMoney ] , prod = \tokens -> case tokens of (_:
Duckling/AmountOfMoney/RO/Corpus.hs view
@@ -10,6 +10,7 @@ module Duckling.AmountOfMoney.RO.Corpus ( corpus+ , negativeCorpus ) where import Data.String@@ -20,8 +21,18 @@ import Duckling.Resolve import Duckling.Testing.Types +context :: Context+context = testContext {locale = makeLocale RO Nothing}++negativeCorpus :: NegativeCorpus+negativeCorpus = (context, testOptions, examples)+ where+ examples =+ [ "10 de dolari"+ ]+ corpus :: Corpus-corpus = (testContext {locale = makeLocale RO Nothing}, testOptions, allExamples)+corpus = (context, testOptions, allExamples) allExamples :: [Example] allExamples = concat@@ -31,8 +42,8 @@ , "10 RON" ] , examples (simple Cent 50)- [ "50 bani"- , "50 BANI"+ [ "50 de bani"+ , "50 DE BANI" ] , examples (simple RON 10.5) [ "10,5 lei"@@ -65,21 +76,21 @@ [ "2 centi" ] , examples (simple Cent 23)- [ "23 centi"+ [ "23 de centi" ] , examples (simple Dollar 2.23)- [ "2 dolari si 23 centi"- , "2 dolari și 23 cenți"- , "doi dolari si douăzeci si trei centi"- , "doi dolari și douăzeci și trei cenți"- , "2 dolari 23 centi"+ [ "2 dolari si 23 de centi"+ , "2 dolari și 23 de cenți"+ , "doi dolari si douăzeci si trei de centi"+ , "doi dolari și douăzeci și trei de cenți"+ , "2 dolari 23 de centi" , "doi dolari si 23" , "doi dolari și 23" ] , examples (simple EUR 20) [ "20€"- , "20 euro"- , "20 Euro"+ , "20 de euro"+ , "20 de Euro" , "EUR 20" ] , examples (simple EUR 29.99)@@ -105,7 +116,7 @@ [ "una liră libaneză" ] , examples (simple INR 42)- [ "42 rupii"+ [ "42 de rupii" , "Rs. 42" ] , examples (simple KWD 1)@@ -118,4 +129,29 @@ [ "1 rial saudit" , "un rial saudi" ]+ , examples (between RON (5, 15))+ [ "intre 5 si 15 lei"+ , "intre 5 și 15 lei"+ , "de la 5 RON la 15 RON"+ , "intre 5 lei si 15 lei"+ , "de la 5 la 15 lei"+ , "5 - 15 roni"+ , "aproximativ 5-15 lei"+ , "aproape de 5-15 lei"+ , "cam 5-15 RON"+ ]+ , examples (under EUR 7)+ [ "sub șapte euro"+ , "mai putin de 7 EUR"+ , "mai puțin de 7 EUR"+ , "nu chiar 7€"+ , "nici macar 7 euro"+ , "mai ieftin de 7€"+ , "cel mult 7 euro"+ ]+ , examples (above Dollar 3)+ [ "mai mult de 3 dolari"+ , "peste 3 dolari"+ , "mai scump de trei dolari"+ ] ]
Duckling/AmountOfMoney/RO/Rules.hs view
@@ -22,7 +22,7 @@ import Duckling.AmountOfMoney.Helpers import Duckling.AmountOfMoney.Types (Currency(..), AmountOfMoneyData (..)) import Duckling.Dimensions.Types-import Duckling.Numeral.Helpers (isNatural, isPositive)+import Duckling.Numeral.Helpers (isNatural, isPositive, numberWith) import Duckling.Numeral.Types (NumeralData (..)) import Duckling.Regex.Types import Duckling.Types@@ -43,6 +43,22 @@ _ -> Nothing } +ruleAmountDeUnit :: Rule+ruleAmountDeUnit = Rule+ { name = "<amount >= 20> de <unit>"+ , pattern =+ [ numberWith TNumeral.value (>= 20)+ , regex "de"+ , Predicate isCurrencyOnly+ ]+ , prod = \case+ (Token Numeral NumeralData{TNumeral.value = v}:+ _:+ Token AmountOfMoney AmountOfMoneyData{TAmountOfMoney.currency = c}:+ _) -> Just . Token AmountOfMoney . withValue v $ currencyOnly c+ _ -> Nothing+ }+ ruleIntersectAndNumeral :: Rule ruleIntersectAndNumeral = Rule { name = "intersect (and number)"@@ -84,11 +100,11 @@ , prod = \_ -> Just . Token AmountOfMoney $ currencyOnly Dollar } -rulePrecisionAmountofmoney :: Rule-rulePrecisionAmountofmoney = Rule+rulePrecisionAmountOfMoney :: Rule+rulePrecisionAmountOfMoney = Rule { name = "about/exactly <amount-of-money>" , pattern =- [ regex "exact|cam|aprox(\\.|imativ)?|aproape|(i|î)n jur (de)?"+ [ regex "exact|cam|aprox(\\.|imativ)?|(aproape|(i|î)n jur)( de)?" , Predicate isMoneyWithValue ] , prod = \tokens -> case tokens of@@ -208,9 +224,118 @@ , prod = \_ -> Just . Token AmountOfMoney $ currencyOnly AED } +ruleIntervalBetweenNumeral :: Rule+ruleIntervalBetweenNumeral = Rule+ { name = "between|from <numeral> to|and <amount-of-money>"+ , pattern =+ [ regex "intre|de la"+ , Predicate isPositive+ , regex "[sș]i|la"+ , Predicate isSimpleAmountOfMoney+ ]+ , prod = \tokens -> case tokens of+ (_:+ Token Numeral NumeralData{TNumeral.value = from}:+ _:+ Token AmountOfMoney AmountOfMoneyData{TAmountOfMoney.value = Just to,+ TAmountOfMoney.currency = c}:+ _) | from < to ->+ Just . Token AmountOfMoney . withInterval (from, to) $ currencyOnly c+ _ -> Nothing+ }++ruleIntervalBetween :: Rule+ruleIntervalBetween = Rule+ { name = "between|from <amount-of-money> to|and <amount-of-money>"+ , pattern =+ [ regex "intre|de la"+ , Predicate isSimpleAmountOfMoney+ , regex "[sș]i|la"+ , Predicate isSimpleAmountOfMoney+ ]+ , prod = \tokens -> case tokens of+ (_:+ Token AmountOfMoney AmountOfMoneyData{TAmountOfMoney.value = Just from,+ TAmountOfMoney.currency = c1}:+ _:+ Token AmountOfMoney AmountOfMoneyData{TAmountOfMoney.value = Just to,+ TAmountOfMoney.currency = c2}:+ _) | from < to && c1 == c2 ->+ Just . Token AmountOfMoney . withInterval (from, to) $ currencyOnly c1+ _ -> Nothing+ }++ruleIntervalNumeralDash :: Rule+ruleIntervalNumeralDash = Rule+ { name = "<numeral> - <amount-of-money>"+ , pattern =+ [ Predicate isNatural+ , regex "-"+ , Predicate isSimpleAmountOfMoney+ ]+ , prod = \tokens -> case tokens of+ (Token Numeral NumeralData{TNumeral.value = from}:+ _:+ Token AmountOfMoney AmountOfMoneyData{TAmountOfMoney.value = Just to,+ TAmountOfMoney.currency = c}:+ _) | from < to ->+ Just . Token AmountOfMoney . withInterval (from, to) $ currencyOnly c+ _ -> Nothing+ }++ruleIntervalDash :: Rule+ruleIntervalDash = Rule+ { name = "<amount-of-money> - <amount-of-money>"+ , pattern =+ [ Predicate isSimpleAmountOfMoney+ , regex "-"+ , Predicate isSimpleAmountOfMoney+ ]+ , prod = \tokens -> case tokens of+ (Token AmountOfMoney AmountOfMoneyData{TAmountOfMoney.value = Just from,+ TAmountOfMoney.currency = c1}:+ _:+ Token AmountOfMoney AmountOfMoneyData{TAmountOfMoney.value = Just to,+ TAmountOfMoney.currency = c2}:+ _) | from < to && c1 == c2 ->+ Just . Token AmountOfMoney . withInterval (from, to) $ currencyOnly c1+ _ -> Nothing+ }++ruleIntervalMax :: Rule+ruleIntervalMax = Rule+ { name = "under/less/lower/no more than <amount-of-money>"+ , pattern =+ [ regex "sub|mai (pu[tț]|ieft)in de|nu chiar|nici macar|cel mult"+ , Predicate isSimpleAmountOfMoney+ ]+ , prod = \tokens -> case tokens of+ (_:+ Token AmountOfMoney AmountOfMoneyData{TAmountOfMoney.value = Just to,+ TAmountOfMoney.currency = c}:+ _) -> Just . Token AmountOfMoney . withMax to $ currencyOnly c+ _ -> Nothing+ }++ruleIntervalMin :: Rule+ruleIntervalMin = Rule+ { name = "over/above/at least/more than <amount-of-money>"+ , pattern =+ [ regex "peste|mai (mult|scump) de|cel pu[tț]in"+ , Predicate isSimpleAmountOfMoney+ ]+ , prod = \tokens -> case tokens of+ (_:+ Token AmountOfMoney AmountOfMoneyData{TAmountOfMoney.value = Just to,+ TAmountOfMoney.currency = c}:+ _) -> Just . Token AmountOfMoney . withMin to $ currencyOnly c+ _ -> Nothing+ }+ rules :: [Rule] rules = [ ruleUnitAmount+ , ruleAmountDeUnit , ruleAed , ruleCent , ruleDollar@@ -222,7 +347,13 @@ , ruleKwd , ruleOtherPounds , rulePounds- , rulePrecisionAmountofmoney+ , rulePrecisionAmountOfMoney , ruleRiyals , ruleRon+ , ruleIntervalBetween+ , ruleIntervalBetweenNumeral+ , ruleIntervalDash+ , ruleIntervalMax+ , ruleIntervalMin+ , ruleIntervalNumeralDash ]
Duckling/AmountOfMoney/RU/Rules.hs view
@@ -176,7 +176,7 @@ [ regex "между|от" , Predicate isPositive , regex "до|и"- , financeWith TAmountOfMoney.value isJust+ , Predicate isSimpleAmountOfMoney ] , prod = \tokens -> case tokens of (_:@@ -194,7 +194,7 @@ { name = "between|from <amount-of-money> to|and <numeral>" , pattern = [ regex "между|от"- , financeWith TAmountOfMoney.value isJust+ , Predicate isSimpleAmountOfMoney , regex "до|и" , Predicate isNatural ]@@ -214,9 +214,9 @@ { name = "between|from <amount-of-money> to|and <amount-of-money>" , pattern = [ regex "между|от"- , financeWith TAmountOfMoney.value isJust+ , Predicate isSimpleAmountOfMoney , regex "до|и"- , financeWith TAmountOfMoney.value isJust+ , Predicate isSimpleAmountOfMoney ] , prod = \tokens -> case tokens of (_:@@ -236,7 +236,7 @@ , pattern = [ Predicate isPositive , regex "-"- , financeWith TAmountOfMoney.value isJust+ , Predicate isSimpleAmountOfMoney ] , prod = \tokens -> case tokens of (Token Numeral NumeralData{TNumeral.value = from}:@@ -252,9 +252,9 @@ ruleIntervalDash = Rule { name = "<amount-of-money> - <amount-of-money>" , pattern =- [ financeWith TAmountOfMoney.value isJust+ [ Predicate isSimpleAmountOfMoney , regex "-"- , financeWith TAmountOfMoney.value isJust+ , Predicate isSimpleAmountOfMoney ] , prod = \tokens -> case tokens of (Token AmountOfMoney AmountOfMoneyData{TAmountOfMoney.value = Just from,@@ -272,7 +272,7 @@ { name = "under/less/lower/no more than <amount-of-money>" , pattern = [ regex "под|((менее|меньше|ниже|не больше|не более)( чем)?)"- , financeWith TAmountOfMoney.value isJust+ , Predicate isSimpleAmountOfMoney ] , prod = \tokens -> case tokens of (_:@@ -287,7 +287,7 @@ { name = "over/above/at least/more than <amount-of-money>" , pattern = [ regex "сверх|как минимум|((с?выше|больше|более)( чем)?)"- , financeWith TAmountOfMoney.value isJust+ , Predicate isSimpleAmountOfMoney ] , prod = \tokens -> case tokens of (_:
Duckling/AmountOfMoney/Rules.hs view
@@ -38,6 +38,7 @@ , ("bgn", BGN) , ("brl", BRL) , ("byn", BYN)+ , ("cad", CAD) , ("¢", Cent) , ("c", Cent) , ("cny", CNY)@@ -68,6 +69,7 @@ , ("rs.", INR) , ("rupee", INR) , ("rupees", INR)+ , ("jmd", JMD) , ("jod", JOD) , ("¥", JPY) , ("jpy", JPY)@@ -79,6 +81,7 @@ , ("myr", MYR) , ("rm", MYR) , ("nok", NOK)+ , ("nzd", NZD) , ("£", Pound) , ("pt", PTS) , ("pta", PTS)@@ -97,6 +100,7 @@ , ("sgd", SGD) , ("shekel", ILS) , ("shekels", ILS)+ , ("ttd", TTD) , ("usd", USD) , ("us$", USD) , ("vnd", VND)@@ -106,7 +110,7 @@ ruleCurrencies = Rule { name = "currencies" , pattern =- [ regex "(aed|aud|bgn|brl|byn|¢|c|cny|\\$|dinars?|dollars?|egp|(e|€)uro?s?|€|gbp|hrk|idr|ils|inr|iqd|jod|¥|jpy|krw|kwd|lbp|mad|myr|rm|nok|£|pta?s?|qar|₽|rs\\.?|riy?als?|ron|rub|rupees?|sar|sek|sgb|shekels?|us(d|\\$)|vnd|yen|yuan)"+ [ regex "(aed|aud|bgn|brl|byn|¢|c|cad|cny|\\$|dinars?|dollars?|egp|(e|€)uro?s?|€|gbp|hrk|idr|ils|inr|iqd|jmd|jod|¥|jpy|krw|kwd|lbp|mad|myr|rm|nok|nzd|£|pta?s?|qar|₽|rs\\.?|riy?als?|ron|rub|rupees?|sar|sek|sgb|shekels?|ttd|us(d|\\$)|vnd|yen|yuan)" ] , prod = \tokens -> case tokens of (Token RegexMatch (GroupMatch (match:_)):_) -> do
Duckling/AmountOfMoney/Types.hs view
@@ -41,6 +41,7 @@ | BGN | BRL | BYN+ | CAD | CNY | EGP | EUR@@ -50,6 +51,7 @@ | ILS | INR | IQD+ | JMD | JOD | JPY | KRW@@ -58,6 +60,7 @@ | MAD | MYR | NOK+ | NZD | PTS | QAR | RON@@ -65,6 +68,7 @@ | SAR | SEK | SGD+ | TTD | USD | VND deriving (Eq, Generic, Hashable, Show, Ord, NFData)@@ -83,6 +87,7 @@ toJSON BGN = "BGN" toJSON BRL = "BRL" toJSON BYN = "BYN"+ toJSON CAD = "CAD" toJSON CNY = "CNY" toJSON EGP = "EGP" toJSON EUR = "EUR"@@ -92,6 +97,7 @@ toJSON ILS = "ILS" toJSON IQD = "IQD" toJSON INR = "INR"+ toJSON JMD = "JMD" toJSON JOD = "JOD" toJSON JPY = "JPY" toJSON KRW = "KRW"@@ -100,6 +106,7 @@ toJSON MAD = "MAD" toJSON MYR = "MYR" toJSON NOK = "NOK"+ toJSON NZD = "NZD" toJSON PTS = "PTS" toJSON QAR = "QAR" toJSON RON = "RON"@@ -107,6 +114,7 @@ toJSON SAR = "SAR" toJSON SEK = "SEK" toJSON SGD = "SGD"+ toJSON TTD = "TTD" toJSON USD = "USD" toJSON VND = "VND"
Duckling/AmountOfMoney/ZH/Rules.hs view
@@ -185,7 +185,7 @@ , pattern = [ Predicate isPositive , regex "-|~|到"- , financeWith TAmountOfMoney.value isJust+ , Predicate isSimpleAmountOfMoney ] , prod = \case (Token Numeral NumeralData{TNumeral.value = from}:@@ -201,9 +201,9 @@ ruleIntervalDash = Rule { name = "<amount-of-money> - <amount-of-money>" , pattern =- [ financeWith TAmountOfMoney.value isJust+ [ Predicate isSimpleAmountOfMoney , regex "-|~|到"- , financeWith TAmountOfMoney.value isJust+ , Predicate isSimpleAmountOfMoney ] , prod = \case (Token AmountOfMoney AmountOfMoneyData{TAmountOfMoney.value = Just from,@@ -221,7 +221,7 @@ { name = "under/less/lower/no more than <amount-of-money> (最多|至少|最少)" , pattern = [ regex "(最多|至少|最少)"- , financeWith TAmountOfMoney.value isJust+ , Predicate isSimpleAmountOfMoney ] , prod = \case (Token RegexMatch (GroupMatch (match:_)):@@ -239,7 +239,7 @@ ruleIntervalBound2 = Rule { name = "under/less/lower/no more than <amount-of-money> (以下|以上)" , pattern =- [ financeWith TAmountOfMoney.value isJust+ [ Predicate isSimpleAmountOfMoney , regex "(以下|以上)" ] , prod = \case
Duckling/Dimensions/HI.hs view
@@ -14,6 +14,7 @@ allDimensions :: [Some Dimension] allDimensions =- [ This Numeral+ [ This Duration+ , This Numeral , This Ordinal ]
Duckling/Dimensions/ZH.hs view
@@ -18,6 +18,7 @@ , This Duration , This Numeral , This Ordinal+ , This Quantity , This Temperature , This Time ]
Duckling/Distance/EN/Corpus.hs view
@@ -69,4 +69,9 @@ , "over 5\"" , "above 5 in" ]+ , examples (between Millimetre (5, 6))+ [ "between 5 and six millimeters"+ , "between 5 and six millimetres"+ , "5-6 mm"+ ] ]
Duckling/Distance/EN/Rules.hs view
@@ -60,14 +60,18 @@ } distances :: [(Text, String, TDistance.Unit)]-distances = [ ("km", "k(ilo)?m?(eter)?s?", TDistance.Kilometre)+distances = [ -- Imperial+ ("miles", "mi(le(s)?)?", TDistance.Mile)+ , ("yard", "y(ar)?ds?", TDistance.Yard) , ("feet", "('|f(oo|ee)?ts?)", TDistance.Foot) , ("inch", "(\"|''|in(ch(es)?)?)", TDistance.Inch)- , ("yard", "y(ar)?ds?", TDistance.Yard)- , ("meters", "meters?", TDistance.Metre)- , ("centimeters", "cm|centimeters?", TDistance.Centimetre)- , ("miles", "mi(le(s)?)?", TDistance.Mile)- , ("m (ambiguous miles or meters)", "m", TDistance.M)+ -- Metric+ , ("km", "k(ilo)?m?(et(er|re))?s?", TDistance.Kilometre)+ , ("meters", "met(er|re)s?", TDistance.Metre)+ , ("centimeters", "cm|centimet(er|re)s?", TDistance.Centimetre)+ , ("millimeters", "mm|millimet(er|re)s?", TDistance.Millimetre)+ -- Ambiguous+ , ("m (miles or meters)", "m", TDistance.M) ] rulePrecision :: Rule
Duckling/Distance/RO/Corpus.hs view
@@ -44,4 +44,7 @@ , examples (simple Foot 10) [ "zece picioare" ]+ , examples (simple Foot 20)+ [ "20 de picioare"+ ] ]
Duckling/Distance/RO/Rules.hs view
@@ -7,117 +7,87 @@ {-# LANGUAGE GADTs #-}+{-# LANGUAGE LambdaCase #-} {-# LANGUAGE OverloadedStrings #-} module Duckling.Distance.RO.Rules- ( rules ) where+ ( rules+ ) where +import Data.HashMap.Strict (HashMap) import Data.String+import Data.Text (Text) import Prelude+import qualified Data.HashMap.Strict as HashMap+import qualified Data.Text as Text import Duckling.Dimensions.Types import Duckling.Distance.Helpers-import qualified Duckling.Distance.Types as TDistance+import Duckling.Regex.Types import Duckling.Types--ruleLatentDistKm :: Rule-ruleLatentDistKm = Rule- { name = "<latent dist> km"- , pattern =- [ dimension Distance- , regex "(kilometr[iu]|km)"- ]- , prod = \tokens -> case tokens of- (Token Distance dd:_) ->- Just . Token Distance $ withUnit TDistance.Kilometre dd- _ -> Nothing- }--ruleLatentDistPicioare :: Rule-ruleLatentDistPicioare = Rule- { name = "<latent dist> picioare"- , pattern =- [ dimension Distance- , regex "(picio(are|r))"- ]- , prod = \tokens -> case tokens of- (Token Distance dd:_) ->- Just . Token Distance $ withUnit TDistance.Foot dd- _ -> Nothing- }--ruleLatentDistInch :: Rule-ruleLatentDistInch = Rule- { name = "<latent dist> inch"- , pattern =- [ dimension Distance- , regex "(inch|inci|inchi)"- ]- , prod = \tokens -> case tokens of- (Token Distance dd:_) ->- Just . Token Distance $ withUnit TDistance.Inch dd- _ -> Nothing- }--ruleLatentDistYarzi :: Rule-ruleLatentDistYarzi = Rule- { name = "<latent dist> yarzi"- , pattern =- [ dimension Distance- , regex "y(ar)?(zi|d)?"- ]- , prod = \tokens -> case tokens of- (Token Distance dd:_) ->- Just . Token Distance $ withUnit TDistance.Yard dd- _ -> Nothing- }+import qualified Duckling.Distance.Types as TDistance -ruleDistMeters :: Rule-ruleDistMeters = Rule- { name = "<dist> meters"- , pattern =- [ dimension Distance- , regex "(metr[ui]|m)"- ]- , prod = \tokens -> case tokens of- (Token Distance dd:_) ->- Just . Token Distance $ withUnit TDistance.Metre dd- _ -> Nothing- }+unitMap :: HashMap Text TDistance.Unit+unitMap = HashMap.fromList+ [ ( "cm", TDistance.Centimetre )+ , ( "centimetri", TDistance.Centimetre )+ , ( "centimetru", TDistance.Centimetre )+ , ( "picior", TDistance.Foot )+ , ( "picioare", TDistance.Foot )+ , ( "inch", TDistance.Inch )+ , ( "inchi", TDistance.Inch )+ , ( "inci", TDistance.Inch )+ , ( "km", TDistance.Kilometre )+ , ( "kilometri", TDistance.Kilometre )+ , ( "kilometru", TDistance.Kilometre )+ , ( "m", TDistance.Metre )+ , ( "metri", TDistance.Metre )+ , ( "metru", TDistance.Metre )+ , ( "mila", TDistance.Mile )+ , ( "milă", TDistance.Mile )+ , ( "mile", TDistance.Mile )+ , ( "y", TDistance.Yard )+ , ( "yar", TDistance.Yard )+ , ( "yard", TDistance.Yard )+ , ( "yarzi", TDistance.Yard )+ , ( "yd", TDistance.Yard )+ , ( "yzi", TDistance.Yard )+ ] -ruleDistCentimeters :: Rule-ruleDistCentimeters = Rule- { name = "<dist> centimeters"+ruleLatentDistUnit :: Rule+ruleLatentDistUnit = Rule+ { name = "<latent dist> foot/inch/yard/meter/kilometer/centimeter" , pattern = [ dimension Distance- , regex "(centimetr[iu]|cm)"+ , regex "(inc(hi?|i)|(centi|kilo)?metr[iu]|mil[eaă]|[ck]?m|picio(are|r)|y(ar)?(zi|d)?)" ]- , prod = \tokens -> case tokens of- (Token Distance dd:_) ->- Just . Token Distance $ withUnit TDistance.Centimetre dd+ , prod = \case+ (Token Distance dd:+ Token RegexMatch (GroupMatch (match:_)):+ _) -> do+ x <- HashMap.lookup (Text.toLower match) unitMap+ Just . Token Distance $ withUnit x dd _ -> Nothing } -ruleDistMiles :: Rule-ruleDistMiles = Rule- { name = "<dist> miles"+ruleLatentDistDeUnit :: Rule+ruleLatentDistDeUnit = Rule+ { name = "<latent dist> foot/inch/yard/meter/kilometer/centimeter" , pattern = [ dimension Distance- , regex "mil(e|a|ă)"+ , regex "de (inc(hi?|i)|(centi|kilo)?metr[iu]|mil[eaă]|[ck]?m|picio(are|r)|y(ar)?(zi|d)?)" ]- , prod = \tokens -> case tokens of- (Token Distance dd:_) ->- Just . Token Distance $ withUnit TDistance.Mile dd+ , prod = \case+ (Token Distance dd:+ Token RegexMatch (GroupMatch (match:_)):+ _) -> do+ x <- HashMap.lookup (Text.toLower match) unitMap+ Just . Token Distance $ withUnit x dd _ -> Nothing } rules :: [Rule] rules =- [ ruleDistCentimeters- , ruleDistMeters- , ruleDistMiles- , ruleLatentDistInch- , ruleLatentDistKm- , ruleLatentDistPicioare- , ruleLatentDistYarzi+ [ ruleLatentDistUnit+ , ruleLatentDistDeUnit ]
Duckling/Distance/Types.hs view
@@ -27,10 +27,10 @@ import Duckling.Resolve (Resolve(..)) data Unit- = Foot- | Centimetre- | Kilometre+ = Centimetre+ | Foot | Inch+ | Kilometre | M -- ambiguous between Mile and Metre | Metre | Mile
Duckling/Duration/EN/Corpus.hs view
@@ -62,6 +62,26 @@ , examples (DurationData 2 Year) [ "2 years" ]+ , examples (DurationData 30 Minute)+ [ "half an hour"+ , "half hour"+ , "1/2 hour"+ , "1/2h"+ , "1/2 h"+ ]+ , examples (DurationData 12 Hour)+ [ "half a day"+ , "half day"+ , "1/2 day"+ ]+ , examples (DurationData 90 Minute)+ [ "an hour and a half"+ , "one hour and half"+ ]+ , examples (DurationData 45 Day)+ [ "a month and a half"+ , "one month and half"+ ] , examples (DurationData 27 Month) [ "2 years and 3 months" , "2 years, 3 months"
Duckling/Duration/EN/Rules.hs view
@@ -40,11 +40,11 @@ , prod = \_ -> Just . Token Duration $ duration TG.Minute 15 } -ruleDurationHalfAnHour :: Rule-ruleDurationHalfAnHour = Rule- { name = "half an hour"+ruleDurationHalfAnHourAbbrev :: Rule+ruleDurationHalfAnHourAbbrev = Rule+ { name = "half an hour (abbrev)." , pattern =- [ regex "(1/2\\s?h(our)?|half an? hour)"+ [ regex "1/2\\s?h" ] , prod = \_ -> Just . Token Duration $ duration TG.Minute 30 }@@ -138,6 +138,31 @@ _ -> Nothing } +ruleDurationHalfATimeGrain :: Rule+ruleDurationHalfATimeGrain = Rule+ { name = "half a <time-grain>"+ , pattern =+ [ regex "(1/2|half)( an?)?"+ , dimension TimeGrain+ ]+ , prod = \case+ (_:Token TimeGrain grain:_) -> Token Duration <$> timesOneAndAHalf grain 0+ _ -> Nothing+ }++ruleDurationOneGrainAndHalf :: Rule+ruleDurationOneGrainAndHalf = Rule+ { name = "a <unit-of-duration> and a half"+ , pattern =+ [ regex "an?|one"+ , dimension TimeGrain+ , regex "and (a )?half"+ ]+ , prod = \case+ (_:Token TimeGrain grain:_) -> Token Duration <$> timesOneAndAHalf grain 1+ _ -> Nothing+ }+ ruleDurationPrecision :: Rule ruleDurationPrecision = Rule { name = "about|exactly <duration>"@@ -171,13 +196,15 @@ rules :: [Rule] rules = [ ruleDurationQuarterOfAnHour- , ruleDurationHalfAnHour+ , ruleDurationHalfAnHourAbbrev , ruleDurationThreeQuartersOfAnHour , ruleDurationFortnight , ruleDurationNumeralMore , ruleDurationDotNumeralHours , ruleDurationAndHalfHour , ruleDurationA+ , ruleDurationHalfATimeGrain+ , ruleDurationOneGrainAndHalf , ruleDurationPrecision , ruleNumeralQuotes , ruleCompositeDuration
+ Duckling/Duration/HI/Corpus.hs view
@@ -0,0 +1,49 @@+-- Copyright (c) 2016-present, Facebook, Inc.+-- All rights reserved.+--+-- This source code is licensed under the BSD-style license found in the+-- LICENSE file in the root directory of this source tree. An additional grant+-- of patent rights can be found in the PATENTS file in the same directory.+++{-# LANGUAGE OverloadedStrings #-}++module Duckling.Duration.HI.Corpus+ ( corpus+ ) where++import Data.String+import Prelude++import Duckling.Duration.Types+import Duckling.Locale+import Duckling.Resolve+import Duckling.Testing.Types+import Duckling.TimeGrain.Types (Grain(..))++corpus :: Corpus+corpus = (testContext {locale = makeLocale HI Nothing}, testOptions, allExamples)++allExamples :: [Example]+allExamples = concat+ [ examples (DurationData 15 Minute)+ [ "पंद्रह मिनट"+ , "लगभग पंद्रह मिनट"+ ]+ , examples (DurationData 30 Minute)+ [ "आधा घंटा"+ ]+ , examples (DurationData 1 Day)+ [ "दिवस"+ , "एक दिन"+ ]+ , examples (DurationData 14 Day)+ [ "पखवाड़ा"+ , "एक पखवाड़ा"+ ]+ , examples (DurationData 1 Year)+ [ "एक साल"+ , "केवल एक वर्ष"+ , "लगभग एक साल"+ ]+ ]
+ Duckling/Duration/HI/Rules.hs view
@@ -0,0 +1,114 @@+-- Copyright (c) 2016-present, Facebook, Inc.+-- All rights reserved.+--+-- This source code is licensed under the BSD-style license found in the+-- LICENSE file in the root directory of this source tree. An additional grant+-- of patent rights can be found in the PATENTS file in the same directory.+++{-# LANGUAGE GADTs #-}+{-# LANGUAGE OverloadedStrings #-}++module Duckling.Duration.HI.Rules+ ( rules+ ) where++import Control.Monad (join)+import Data.String+import Data.HashMap.Strict (HashMap)+import Data.Text (Text)+import Prelude+import qualified Data.HashMap.Strict as HashMap+import qualified Data.Text as Text++import Duckling.Dimensions.Types+import Duckling.Duration.Helpers+import Duckling.Numeral.Helpers (parseInteger)+import Duckling.Numeral.Types (NumeralData (..))+import Duckling.Regex.Types+import Duckling.Types+import qualified Duckling.Numeral.Types as TNumeral+import qualified Duckling.TimeGrain.Types as TG++avadhiMap :: HashMap Text TG.Grain+avadhiMap = HashMap.fromList+ [ ("मिनट" , TG.Minute)+ , ("घंटा" , TG.Hour)+ , ("दिवस" , TG.Day)+ , ("दिन" , TG.Day)+ , ("महीना", TG.Month)+ , ("वर्ष" , TG.Year)+ , ("साल" , TG.Year)+ ]++ruleAadha :: Rule+ruleAadha = Rule+ { name = "half of a duration"+ , pattern =+ [ regex "आधा ((साल|वर्ष)|(महीना)|(दिन|दिवस)|(घंटा)|(मिनट))"+ ]+ , prod = \tokens -> case tokens of+ (Token RegexMatch (GroupMatch (x:_)):_) -> do+ grain <- HashMap.lookup (Text.toLower x) avadhiMap+ Token Duration <$> timesOneAndAHalf grain 0+ _ -> Nothing+ }++ruleDurationPandrahMinat :: Rule+ruleDurationPandrahMinat = Rule+ { name = "quarter of an hour"+ , pattern =+ [ regex "पंद्रह मिनट"+ ]+ , prod = \_ -> Just . Token Duration $ duration TG.Minute 15+ }++ruleDurationPakhwaada :: Rule+ruleDurationPakhwaada = Rule+ { name = "fortnight"+ , pattern =+ [ regex "((एक पखवाड़ा)|(पखवाड़ा))"+ ]+ , prod = \_ -> Just . Token Duration $ duration TG.Day 14+ }++ruleDurationDin :: Rule+ruleDurationDin = Rule+ { name = "a day"+ , pattern =+ [ regex "((एक दिन)|(एक दिवस)|(दिन|दिवस))"+ ]+ , prod = \_ -> Just . Token Duration $ duration TG.Day 1+ }++ruleDurationEkSaal :: Rule+ruleDurationEkSaal = Rule+ { name = "one year"+ , pattern =+ [ regex "एक (साल|वर्ष)"+ ]+ , prod = \_ -> Just . Token Duration $ duration TG.Year 1+ }++ruleDurationPreciseImprecise :: Rule+ruleDurationPreciseImprecise = Rule+ { name = "about|exactly <duration>"+ , pattern =+ [ regex "(लगभग|बिल्कुल|केवल)"+ , dimension Duration+ ]+ , prod = \tokens -> case tokens of+ (_:token:_) -> Just token+ _ -> Nothing+ }+++rules :: [Rule]+rules =+ [ ruleDurationPandrahMinat+ , ruleDurationPakhwaada+ , ruleDurationDin+ , ruleAadha+ , ruleDurationEkSaal+ , ruleDurationPreciseImprecise+ ]
Duckling/Duration/RO/Corpus.hs view
@@ -38,6 +38,7 @@ , examples (DurationData 45 Minute) [ "trei sferturi de oră" , "45min"+ , "45 de minute" ] , examples (DurationData 12 Week) [ "doișpe saptamanile"
Duckling/Duration/RO/Rules.hs view
@@ -7,18 +7,22 @@ {-# LANGUAGE GADTs #-}+{-# LANGUAGE LambdaCase #-} {-# LANGUAGE OverloadedStrings #-} module Duckling.Duration.RO.Rules- ( rules ) where+ ( rules+ ) where -import Prelude import Data.String+import Prelude import Duckling.Dimensions.Types import Duckling.Duration.Helpers-import qualified Duckling.TimeGrain.Types as TG+import Duckling.Numeral.Helpers (numberWith) import Duckling.Types+import qualified Duckling.Numeral.Types as TNumeral+import qualified Duckling.TimeGrain.Types as TG ruleQuarterOfAnHour :: Rule ruleQuarterOfAnHour = Rule@@ -54,7 +58,7 @@ [ regex "o|un" , dimension TimeGrain ]- , prod = \tokens -> case tokens of+ , prod = \case (_:Token TimeGrain grain:_) -> Just . Token Duration $ duration grain 1 _ -> Nothing }@@ -66,11 +70,27 @@ [ regex "(exact|aproximativ|(i|î)n jur de)" , dimension Duration ]- , prod = \tokens -> case tokens of+ , prod = \case (_:token:_) -> Just token _ -> Nothing } +ruleIntegerDeUnitofduration :: Rule+ruleIntegerDeUnitofduration = Rule+ { name = "<integer> <unit-of-duration>"+ , pattern =+ [ numberWith TNumeral.value (>= 20)+ , regex "de"+ , dimension TimeGrain+ ]+ , prod = \case+ (Token Numeral TNumeral.NumeralData{TNumeral.value = v}:+ _:+ Token TimeGrain grain:+ _) -> Just . Token Duration . duration grain $ floor v+ _ -> Nothing+ }+ rules :: [Rule] rules = [ ruleExactInJurDeDuration@@ -78,4 +98,5 @@ , ruleOUnitofduration , ruleQuarterOfAnHour , ruleTreiSferturiDeOra+ , ruleIntegerDeUnitofduration ]
Duckling/Locale.hs view
@@ -13,7 +13,7 @@ module Duckling.Locale ( Lang(..) , Locale(..)- , Region(..)+ , Region(AU,BE,BZ,CA,CN,GB,HK,IE,IN,JM,MO,NZ,PH,TT,TW,US,ZA) , allLocales , makeLocale ) where@@ -28,6 +28,9 @@ import qualified Data.HashSet as HashSet import qualified TextShow as TS +import Duckling.Region hiding (NL)+import qualified Duckling.Region as R (Region(NL))+ -- | ISO 639-1 Language. -- See https://en.wikipedia.org/wiki/List_of_ISO_639-1_codes data Lang@@ -70,30 +73,6 @@ instance TextShow Lang where showb = TS.fromString . show --- | ISO 3166-1 alpha-2 Country code (includes regions and territories).--- See https://en.wikipedia.org/wiki/ISO_3166-1_alpha-2-data Region- = AU- | BZ- | CA- | CN- | GB- | HK- | IE- | IN- | JM- | MO- | NZ- | PH- | TT- | TW- | US- | ZA- deriving (Bounded, Enum, Eq, Generic, Hashable, Ord, Read, Show)--instance TextShow Region where- showb = TS.fromString . show- data Locale = Locale Lang (Maybe Region) deriving (Eq, Generic, Hashable, Ord) @@ -115,5 +94,6 @@ allLocales :: HashMap Lang (HashSet Region) allLocales = HashMap.fromList [ (EN, HashSet.fromList [AU, BZ, CA, GB, IN, IE, JM, NZ, PH, ZA, TT, US])+ , (NL, HashSet.fromList [BE, R.NL]) , (ZH, HashSet.fromList [CN, HK, MO, TW]) ]
Duckling/Numeral/AR/Corpus.hs view
@@ -140,6 +140,11 @@ [ "0.77" , ".77" ]+ , examples (NumeralValue 2000)+ [ "2000"+ , "الفان"+ , "الفين"+ ] , examples (NumeralValue 100000) [ "100000" , "100 الف"@@ -148,9 +153,20 @@ [ "10000" , "10 آلاف" ]+ , examples (NumeralValue 1000000)+ [ "1000000"+ , "مليون"+ ]+ , examples (NumeralValue 2000000)+ [ "2000000"+ , "2 مليون"+ , "مليونان"+ , "مليونين"+ ] , examples (NumeralValue 3000000) [ "3 ملايين" , "3000000"+ , "3 مليون" ] , examples (NumeralValue (-1200000)) [ "-1200000"
Duckling/Numeral/AR/Rules.hs view
@@ -173,7 +173,7 @@ rulePowersOfTen = Rule { name = "powers of tens" , pattern =- [ regex "(ما?[ئي][ةه]|مئات|[أا]لف|ال??|[آا]لاف|ملايين)"+ [ regex "(ما?[ئي][ةه]|مئت(ان|ين)|مئات|[أا]لف(ان|ين)?|[آا]لاف|ملايين|مليون(ان|ين)?)" ] , prod = \tokens -> case tokens of (Token RegexMatch (GroupMatch (match:_)):_) -> case Text.toLower match of@@ -185,18 +185,28 @@ double 1e2 >>= withGrain 2 >>= withMultipliable "مائه" -> double 1e2 >>= withGrain 2 >>= withMultipliable+ "مئتين" ->+ double 2e2 >>= withGrain 2+ "مئتان" ->+ double 2e2 >>= withGrain 2 "مئات" -> double 1e2 >>= withGrain 2 >>= withMultipliable "ألف" -> double 1e3 >>= withGrain 3 >>= withMultipliable "الف" -> double 1e3 >>= withGrain 3 >>= withMultipliable+ "الفين" -> double 2e3 >>= withGrain 3+ "الفان" -> double 2e3 >>= withGrain 3 "الاف" -> double 1e3 >>= withGrain 3 >>= withMultipliable "آلاف" -> double 1e3 >>= withGrain 3 >>= withMultipliable- "ملايي" ->- double 1e6 >>= withGrain 6 >>= withMultipliable "ملايين" -> double 1e6 >>= withGrain 6 >>= withMultipliable+ "مليون" ->+ double 1e6 >>= withGrain 6 >>= withMultipliable+ "مليونين" ->+ double 2e6 >>= withGrain 6+ "مليونان" ->+ double 2e6 >>= withGrain 6 _ -> Nothing _ -> Nothing }
Duckling/Numeral/RO/Corpus.hs view
@@ -9,10 +9,11 @@ {-# LANGUAGE OverloadedStrings #-} module Duckling.Numeral.RO.Corpus- ( corpus ) where+ ( corpus+ ) where -import Prelude import Data.String+import Prelude import Duckling.Locale import Duckling.Numeral.Types
Duckling/Numeral/RO/Rules.hs view
@@ -40,20 +40,6 @@ _ -> Nothing } -ruleSpecialCompositionForMissingHundredsLikeInOneTwentyTwo :: Rule-ruleSpecialCompositionForMissingHundredsLikeInOneTwentyTwo = Rule- { name = "special composition for missing hundreds like in one twenty two"- , pattern =- [ numberBetween 1 10- , numberBetween 11 100- ]- , prod = \tokens -> case tokens of- (Token Numeral NumeralData{TNumeral.value = hundreds}:- Token Numeral NumeralData{TNumeral.value = rest}:- _) -> double $ hundreds * 100 + rest- _ -> Nothing- }- ruleDecimalWithThousandsSeparator :: Rule ruleDecimalWithThousandsSeparator = Rule { name = "decimal with thousands separator"@@ -297,5 +283,4 @@ , ruleNumeralsPrefixWithOrMinus , ruleNumeralsSuffixesWithNegativ , rulePowersOfTen- , ruleSpecialCompositionForMissingHundredsLikeInOneTwentyTwo ]
Duckling/Quantity/RO/Corpus.hs view
@@ -9,10 +9,11 @@ {-# LANGUAGE OverloadedStrings #-} module Duckling.Quantity.RO.Corpus- ( corpus ) where+ ( corpus+ ) where -import Prelude import Data.String+import Prelude import Duckling.Locale import Duckling.Quantity.Types@@ -32,5 +33,9 @@ ] , examples (simple Pound 500 (Just "zahăr")) [ "cinci sute livre de zahăr"+ , "cinci sute de livre de zahăr"+ ]+ , examples (simple Pound 21 (Just "mamaliga"))+ [ "douăzeci și unu de livre de mamaliga" ] ]
Duckling/Quantity/RO/Rules.hs view
@@ -7,30 +7,33 @@ {-# LANGUAGE GADTs #-}+{-# LANGUAGE LambdaCase #-} {-# LANGUAGE OverloadedStrings #-} module Duckling.Quantity.RO.Rules- ( rules ) where+ ( rules+ ) where -import Prelude import Data.String+import Prelude import Duckling.Dimensions.Types-import Duckling.Numeral.Types (NumeralData (..))-import qualified Duckling.Numeral.Types as TNumeral+import Duckling.Numeral.Helpers (isPositive)+import Duckling.Numeral.Types (NumeralData(..)) import Duckling.Quantity.Helpers-import qualified Duckling.Quantity.Types as TQuantity import Duckling.Regex.Types import Duckling.Types+import qualified Duckling.Numeral.Types as TNumeral+import qualified Duckling.Quantity.Types as TQuantity ruleNumeralUnits :: Rule ruleNumeralUnits = Rule { name = "<number> <units>" , pattern =- [ dimension Numeral- , regex "livr(a|e|ă)"+ [ Predicate isPositive+ , regex "(de )?livr(a|e|ă)" ]- , prod = \tokens -> case tokens of+ , prod = \case (Token Numeral NumeralData {TNumeral.value = v}:_) -> Just . Token Quantity $ quantity TQuantity.Pound v _ -> Nothing@@ -41,12 +44,12 @@ { name = "<quantity> of product" , pattern = [ dimension Quantity- , regex "de (carne|can(a|ă)|zah(a|ă)r)"+ , regex "de (carne|can[aă]|zah[aă]r|mamaliga)" ]- , prod = \tokens -> case tokens of+ , prod = \case (Token Quantity qd:- Token RegexMatch (GroupMatch (match:_)):- _) -> Just . Token Quantity $ withProduct match qd+ Token RegexMatch (GroupMatch (product:_)):+ _) -> Just . Token Quantity $ withProduct product qd _ -> Nothing }
+ Duckling/Quantity/ZH/Corpus.hs view
@@ -0,0 +1,64 @@+-- Copyright (c) 2016-present, Facebook, Inc.+-- All rights reserved.+--+-- This source code is licensed under the BSD-style license found in the+-- LICENSE file in the root directory of this source tree. An additional grant+-- of patent rights can be found in the PATENTS file in the same directory.+++{-# LANGUAGE OverloadedStrings #-}++module Duckling.Quantity.ZH.Corpus+ ( corpus+ ) where++import Data.String+import Prelude++import Duckling.Locale+import Duckling.Quantity.Types+import Duckling.Resolve+import Duckling.Testing.Types++corpus :: Corpus+corpus = (testContext {locale = makeLocale ZH Nothing},+ testOptions, allExamples)++allExamples :: [Example]+allExamples = concat+ [ examples (simple Gram 2 Nothing)+ [ "2克"+ , "二克"+ , "两克"+ , "2g"+ , "2.0g"+ ]+ , examples (simple Gram 1500 Nothing)+ [ "3斤"+ , "三斤"+ , "1.5公斤"+ , "1.5千克"+ , "1.5kg"+ , "1500g"+ ]+ , examples (simple Gram 0.035 Nothing)+ [ "35毫克"+ , "三十五毫克"+ , "35mg"+ ]+ , examples (simple Gram 1750 Nothing)+ [ "三斤半"+ , "3斤半"+ , "3斤5两"+ , "1.75千克"+ ]+ , examples (simple Gram 475 Nothing)+ [ "9两半"+ , "九兩半"+ ]+ , examples (simple Gram 3400 Nothing)+ [ "六斤八两"+ , "六斤8兩"+ , "3.4公斤"+ ]+ ]
+ Duckling/Quantity/ZH/Rules.hs view
@@ -0,0 +1,122 @@+-- Copyright (c) 2016-present, Facebook, Inc.+-- All rights reserved.+--+-- This source code is licensed under the BSD-style license found in the+-- LICENSE file in the root directory of this source tree. An additional grant+-- of patent rights can be found in the PATENTS file in the same directory.+++{-# LANGUAGE GADTs #-}+{-# LANGUAGE LambdaCase #-}+{-# LANGUAGE OverloadedStrings #-}++module Duckling.Quantity.ZH.Rules+ ( rules+ ) where++import Data.HashMap.Strict (HashMap)+import Data.String+import Data.Text (Text)+import Prelude+import qualified Data.HashMap.Strict as HashMap+import qualified Data.Text as Text++import Duckling.Dimensions.Types+import Duckling.Numeral.Helpers+import Duckling.Quantity.Helpers+import Duckling.Regex.Types+import Duckling.Types+import qualified Duckling.Numeral.Types as TNumeral+import qualified Duckling.Quantity.Types as TQuantity++quantities :: [(Text, String, TQuantity.Unit)]+quantities =+ [ ("<quantity> grams", "(千克|公斤|斤|两|兩|克|毫克|kg|g|mg)", TQuantity.Gram)+ ]++opsMap :: HashMap Text (Double -> Double)+opsMap = HashMap.fromList+ [ ( "千克" , (* 1000))+ , ( "公斤", (* 1000))+ , ( "kg", (* 1000))+ , ( "斤", (* 500))+ , ( "两", (* 50))+ , ( "兩", (* 50))+ , ( "毫克", (/ 1000))+ , ( "mg", (/ 1000))+ ]++ruleNumeralQuantities :: [Rule]+ruleNumeralQuantities = map go quantities+ where+ getValue :: Text -> Double -> Double+ getValue match = HashMap.lookupDefault id (Text.toLower match) opsMap++ go :: (Text, String, TQuantity.Unit) -> Rule+ go (name, regexPattern, u) = Rule+ { name = name+ , pattern =+ [ Predicate isPositive+ , regex regexPattern+ ]+ , prod = \case+ (Token Numeral nd:+ Token RegexMatch (GroupMatch (match:_)):+ _) -> Just . Token Quantity $ quantity u value+ where value = getValue match $ TNumeral.value nd+ _ -> Nothing+ }++ruleCattyTael :: Rule+ruleCattyTael = Rule+ { name = "<quantity> catty <quantity> tael"+ , pattern =+ [ Predicate isPositive+ , regex "斤"+ , numberBetween 1 10+ , regex "两|兩"+ ]+ , prod = \case+ (Token Numeral TNumeral.NumeralData{TNumeral.value = x}:+ Token RegexMatch (GroupMatch _):+ Token Numeral TNumeral.NumeralData{TNumeral.value = y}:+ Token RegexMatch (GroupMatch _):+ _) -> Just . Token Quantity $ quantity TQuantity.Gram (x * 500 + y * 50)+ _ -> Nothing+ }++ruleCattyHalf :: Rule+ruleCattyHalf = Rule+ { name = "<quantity> catty half"+ , pattern =+ [ Predicate isPositive+ , regex "斤半"+ ]+ , prod = \case+ (Token Numeral TNumeral.NumeralData{TNumeral.value = x}:+ Token RegexMatch (GroupMatch _):+ _) -> Just . Token Quantity $ quantity TQuantity.Gram (x * 500 + 250)+ _ -> Nothing+ }++ruleTaelHalf :: Rule+ruleTaelHalf = Rule+ { name = "<quantity> tael half"+ , pattern =+ [ Predicate isPositive+ , regex "(两|兩)半"+ ]+ , prod = \case+ (Token Numeral TNumeral.NumeralData{TNumeral.value = x}:+ Token RegexMatch (GroupMatch _):+ _) -> Just . Token Quantity $ quantity TQuantity.Gram (x * 50 + 25)+ _ -> Nothing+ }++rules :: [Rule]+rules =+ [ ruleCattyTael+ , ruleCattyHalf+ , ruleTaelHalf+ ]+ ++ ruleNumeralQuantities
Duckling/Ranking/Classifiers/DA_XX.hs view
@@ -42,10 +42,10 @@ likelihoods = HashMap.fromList [], n = 0}}), ("integer (numeric)", Classifier{okData =- ClassData{prior = -0.7974433001619848, unseen = -4.962844630259907,- likelihoods = HashMap.fromList [("", 0.0)], n = 141},+ ClassData{prior = -0.8013607652001781, unseen = -4.955827057601261,+ likelihoods = HashMap.fromList [("", 0.0)], n = 140}, koData =- ClassData{prior = -0.5987087137267001, unseen = -5.159055299214529,+ ClassData{prior = -0.5955087109960292, unseen = -5.159055299214529, likelihoods = HashMap.fromList [("", 0.0)], n = 172}}), ("the day before yesterday", Classifier{okData =@@ -121,15 +121,15 @@ n = 16}}), ("absorption of , after named day", Classifier{okData =- ClassData{prior = 0.0, unseen = -3.1354942159291497,+ ClassData{prior = 0.0, unseen = -3.044522437723423, likelihoods = HashMap.fromList- [("Wednesday", -2.3978952727983707),- ("Saturday", -2.3978952727983707),- ("Monday", -1.7047480922384253),- ("Friday", -1.9924301646902063), ("day", -0.8938178760220964),- ("Sunday", -2.3978952727983707)],- n = 8},+ [("Wednesday", -2.3025850929940455),+ ("Saturday", -2.3025850929940455),+ ("Monday", -1.8971199848858813),+ ("Friday", -1.8971199848858813), ("day", -0.916290731874155),+ ("Sunday", -2.3025850929940455)],+ n = 7}, koData = ClassData{prior = -infinity, unseen = -1.9459101490553135, likelihoods = HashMap.fromList [], n = 0}}),@@ -287,141 +287,140 @@ n = 2}}), ("intersect", Classifier{okData =- ClassData{prior = -0.44236966504361536,- unseen = -5.849324779946859,+ ClassData{prior = -0.4402080565520373, unseen = -5.84354441703136, likelihoods = HashMap.fromList [("<datetime> - <datetime> (interval)on <date>",- -4.054679305829669),+ -4.048882188145344), ("Wednesday<named-month> <day-of-month> (non ordinal)",- -5.153291594497779),+ -5.147494476813453), ("<time-of-day> - <time-of-day> (interval)on <date>",- -4.054679305829669),- ("hourday", -5.153291594497779),- ("dayhour", -2.901999795891284),- ("daymonth", -3.361532125269724),- ("monthyear", -3.073850052817943),- ("Mondayon <date>", -5.153291594497779),- ("intersecthh:mm", -5.153291594497779),- ("Wednesdaynext <cycle>", -5.153291594497779),- ("Marchyear", -4.747826486389615),+ -4.048882188145344),+ ("hourday", -5.147494476813453),+ ("dayhour", -2.896202678206958),+ ("daymonth", -3.355735007585398),+ ("monthyear", -3.068052935133617),+ ("Mondayon <date>", -5.147494476813453),+ ("intersecthh:mm", -5.147494476813453),+ ("Wednesdaynext <cycle>", -5.147494476813453),+ ("Marchyear", -4.742029368705289), ("intersect by \"of\", \"from\", \"'s\"year",- -4.747826486389615),- ("Mondayintersect", -5.153291594497779),- ("last <day-of-week> of <time>year", -4.747826486389615),- ("todayat <time-of-day>", -4.747826486389615),- ("Thursday<time> timezone", -3.900528626002411),- ("dayday", -3.073850052817943),- ("dd/mmat <time-of-day>", -4.237000862623624),- ("the <day-of-month> (ordinal)February", -4.747826486389615),- ("intersect by \",\"hh:mm", -4.237000862623624),- ("Mondaythe <day-of-month> (non ordinal)", -5.153291594497779),+ -4.742029368705289),+ ("Mondayintersect", -5.147494476813453),+ ("last <day-of-week> of <time>year", -4.742029368705289),+ ("todayat <time-of-day>", -4.742029368705289),+ ("Thursday<time> timezone", -3.894731508318085),+ ("dayday", -3.132591456271188),+ ("dd/mmat <time-of-day>", -4.231203744939298),+ ("the <day-of-month> (ordinal)February", -4.742029368705289),+ ("intersect by \",\"hh:mm", -4.231203744939298),+ ("Mondaythe <day-of-month> (non ordinal)", -5.147494476813453), ("Thursdaybetween <time-of-day> and <time-of-day> (interval)",- -5.153291594497779),- ("dayyear", -3.2814894175961875),+ -5.147494476813453),+ ("dayyear", -3.275692299911862), ("Thursdaybetween <datetime> and <datetime> (interval)",- -5.153291594497779),- ("Thursdayat <time-of-day>", -4.237000862623624),- ("tomorrow<time-of-day> sharp", -4.747826486389615),+ -5.147494476813453),+ ("Thursdayat <time-of-day>", -4.231203744939298),+ ("tomorrow<time-of-day> sharp", -4.742029368705289), ("<day-of-month>(ordinal) <named-month>year",- -4.747826486389615),+ -4.742029368705289), ("absorption of , after named day<named-month> <day-of-month> (non ordinal)",- -4.054679305829669),+ -4.231203744939298), ("Thursdayfrom <datetime> - <datetime> (interval)",- -4.747826486389615),+ -4.742029368705289), ("Thursdayfrom <time-of-day> - <time-of-day> (interval)",- -4.747826486389615),- ("tomorrowuntil <time-of-day>", -4.747826486389615),+ -4.742029368705289),+ ("tomorrowuntil <time-of-day>", -4.742029368705289), ("absorption of , after named day<day-of-month> (non ordinal) <named-month>",- -4.460144413937834),- ("the <day-of-month> (ordinal)March", -4.237000862623624),- ("after <time-of-day>at <time-of-day>", -4.747826486389615),+ -4.454347296253507),+ ("the <day-of-month> (ordinal)March", -4.231203744939298),+ ("after <time-of-day>at <time-of-day>", -4.742029368705289), ("intersect by \",\"<day-of-month> (non ordinal) <named-month>",- -4.747826486389615),- ("Mondaythe <day-of-month> (ordinal)", -5.153291594497779),- ("tomorrowafter <time-of-day>", -4.747826486389615),+ -4.742029368705289),+ ("Mondaythe <day-of-month> (ordinal)", -5.147494476813453),+ ("tomorrowafter <time-of-day>", -4.742029368705289), ("from <time-of-day> - <time-of-day> (interval)on <date>",- -4.237000862623624),+ -4.231203744939298), ("Sunday<day-of-month> (non ordinal) <named-month>",- -5.153291594497779),- ("dayminute", -2.588342237036242),- ("Tuesdaythis <time>", -4.460144413937834),+ -5.147494476813453),+ ("dayminute", -2.5825451193519164),+ ("Tuesdaythis <time>", -4.454347296253507), ("from <datetime> - <datetime> (interval)on <date>",- -4.460144413937834),- ("<ordinal> <cycle> of <time>year", -4.747826486389615),- ("minuteday", -2.550601909053395),+ -4.454347296253507),+ ("<ordinal> <cycle> of <time>year", -4.742029368705289),+ ("minuteday", -2.5448047913690695), ("absorption of , after named dayintersect",- -5.153291594497779),- ("Octoberyear", -3.543853682063679),- ("yearhh:mm", -5.153291594497779),+ -5.147494476813453),+ ("Octoberyear", -3.5380565643793527),+ ("yearhh:mm", -5.147494476813453), ("absorption of , after named dayintersect by \",\"",- -4.747826486389615),- ("dd/mmyear", -4.747826486389615),- ("Septemberyear", -4.237000862623624),- ("at <time-of-day>on <date>", -5.153291594497779),+ -4.742029368705289),+ ("dd/mmyear", -4.742029368705289),+ ("Septemberyear", -4.231203744939298),+ ("at <time-of-day>on <date>", -5.147494476813453), ("between <time-of-day> and <time-of-day> (interval)on <date>",- -5.153291594497779),+ -5.147494476813453), ("between <datetime> and <datetime> (interval)on <date>",- -5.153291594497779),- ("dayweek", -4.054679305829669),- ("weekyear", -4.237000862623624),- ("hh:mmtomorrow", -4.460144413937834),- ("Wednesdaythis <time>", -4.237000862623624),- ("tomorrowat <time-of-day>", -3.900528626002411),- ("at <time-of-day>tomorrow", -4.747826486389615),- ("intersectFebruary", -5.153291594497779),- ("last <cycle> of <time>year", -4.237000862623624),- ("Mondaythis <time>", -5.153291594497779),+ -5.147494476813453),+ ("dayweek", -4.048882188145344),+ ("weekyear", -4.231203744939298),+ ("hh:mmtomorrow", -4.454347296253507),+ ("Wednesdaythis <time>", -4.231203744939298),+ ("tomorrowat <time-of-day>", -3.894731508318085),+ ("at <time-of-day>tomorrow", -4.742029368705289),+ ("intersectFebruary", -5.147494476813453),+ ("last <cycle> of <time>year", -4.231203744939298),+ ("Mondaythis <time>", -5.147494476813453), ("<day-of-month> (non ordinal) <named-month>year",- -4.747826486389615),- ("yearminute", -5.153291594497779)],- n = 133},+ -4.742029368705289),+ ("yearminute", -5.147494476813453)],+ n = 132}, koData =- ClassData{prior = -1.0286537000611993, unseen = -5.43372200355424,+ ClassData{prior = -1.032550537990017, unseen = -5.424950017481403, likelihoods = HashMap.fromList- [("dayhour", -3.126760535960395),- ("daymonth", -2.133508762950112),- ("monthday", -3.8199077165203406),- ("monthyear", -3.8199077165203406),- ("Marchyear", -4.04305126783455),+ [("dayhour", -3.1179499062782403),+ ("daymonth", -2.1624384612508036),+ ("monthday", -3.8110970868381857),+ ("monthyear", -3.8110970868381857),+ ("Marchyear", -4.034240638152395), ("intersect by \"of\", \"from\", \"'s\"year",- -3.4834354798991276),- ("Sundaythis <time>", -3.8199077165203406),- ("absorption of , after named dayJuly", -4.330733340286331),- ("dd/mmat <time-of-day>", -3.8199077165203406),- ("hourhour", -3.4834354798991276),+ -3.4746248502169728),+ ("Sundaythis <time>", -3.8110970868381857),+ ("absorption of , after named dayJuly", -4.321922710604176),+ ("dd/mmat <time-of-day>", -3.8110970868381857),+ ("hourhour", -3.4746248502169728), ("Thursdaybetween <time-of-day> and <time-of-day> (interval)",- -4.736198448394496),- ("dayyear", -3.349904087274605),+ -4.727387818712341),+ ("dayyear", -3.34109345759245), ("Thursdaybetween <datetime> and <datetime> (interval)",- -4.736198448394496),- ("Thursdayat <time-of-day>", -3.2321210516182215),- ("Thursdayhh:mm", -4.330733340286331),- ("WednesdayFebruary", -4.736198448394496),+ -4.727387818712341),+ ("Thursdayat <time-of-day>", -3.2233104219360666),+ ("Thursdayhh:mm", -4.321922710604176),+ ("WednesdayFebruary", -4.727387818712341), ("Thursdayfrom <datetime> - <datetime> (interval)",- -4.330733340286331),+ -4.321922710604176), ("in|during the <part-of-day>until <time-of-day>",- -4.330733340286331),+ -4.321922710604176), ("Thursdayfrom <time-of-day> - <time-of-day> (interval)",- -4.736198448394496),- ("Aprilyear", -4.736198448394496),+ -4.727387818712341),+ ("Aprilyear", -4.727387818712341), ("<named-month> <day-of-month> (non ordinal)August",- -3.8199077165203406),- ("until <time-of-day>on <date>", -4.736198448394496),+ -3.8110970868381857),+ ("until <time-of-day>on <date>", -4.727387818712341), ("August<day-of-month> (non ordinal) <named-month>",- -3.8199077165203406),- ("dayminute", -3.0314503561560704),- ("Tuesdaythis <time>", -3.8199077165203406),- ("minuteday", -3.2321210516182215),- ("hh:mmon <date>", -3.349904087274605),- ("Wednesdaythis <time>", -3.4834354798991276),- ("absorption of , after named dayFebruary", -4.04305126783455),- ("this <part-of-day>until <time-of-day>", -4.330733340286331),- ("tomorrownoon", -4.736198448394496),- ("this <time>until <time-of-day>", -4.330733340286331),- ("Mondaythis <time>", -4.330733340286331)],- n = 74}}),+ -3.8110970868381857),+ ("dayminute", -3.0226397264739155),+ ("Tuesdaythis <time>", -3.8110970868381857),+ ("minuteday", -3.2233104219360666),+ ("hh:mmon <date>", -3.34109345759245),+ ("Wednesdaythis <time>", -3.4746248502169728),+ ("absorption of , after named dayFebruary", -4.321922710604176),+ ("this <part-of-day>until <time-of-day>", -4.321922710604176),+ ("tomorrownoon", -4.727387818712341),+ ("this <time>until <time-of-day>", -4.321922710604176),+ ("Mondaythis <time>", -4.321922710604176)],+ n = 73}}), ("<ordinal> <cycle> of <time>", Classifier{okData = ClassData{prior = 0.0, unseen = -2.890371757896165,@@ -548,8 +547,8 @@ n = 23}}), ("Monday", Classifier{okData =- ClassData{prior = 0.0, unseen = -2.639057329615259,- likelihoods = HashMap.fromList [("", 0.0)], n = 12},+ ClassData{prior = 0.0, unseen = -2.4849066497880004,+ likelihoods = HashMap.fromList [("", 0.0)], n = 10}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),@@ -852,8 +851,8 @@ likelihoods = HashMap.fromList [], n = 0}}), ("February", Classifier{okData =- ClassData{prior = 0.0, unseen = -2.5649493574615367,- likelihoods = HashMap.fromList [("", 0.0)], n = 11},+ ClassData{prior = 0.0, unseen = -2.4849066497880004,+ likelihoods = HashMap.fromList [("", 0.0)], n = 10}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),@@ -1037,58 +1036,57 @@ likelihoods = HashMap.fromList [], n = 0}}), ("intersect by \",\"", Classifier{okData =- ClassData{prior = -0.1590646946296874, unseen = -4.51085950651685,+ ClassData{prior = -0.13353139262452263, unseen = -4.48863636973214, likelihoods = HashMap.fromList [("Wednesday<named-month> <day-of-month> (non ordinal)",- -3.8066624897703196),+ -3.784189633918261), ("<named-month> <day-of-month> (non ordinal)Friday",- -3.8066624897703196),+ -3.784189633918261), ("Friday<named-month> <day-of-month> (non ordinal)",- -3.4011973816621555),- ("at <time-of-day>Saturday", -3.8066624897703196),- ("intersect by \",\"year", -3.8066624897703196),- ("hh:mmintersect by \",\"", -3.8066624897703196),- ("dayday", -2.1019143975318944),- ("dayyear", -2.890371757896165),+ -3.378724525810097),+ ("at <time-of-day>Saturday", -3.784189633918261),+ ("intersect by \",\"year", -3.784189633918261),+ ("hh:mmintersect by \",\"", -3.784189633918261),+ ("dayday", -2.174751721484161), ("dayyear", -2.867898902044106), ("Saturday<day-of-month> (non ordinal) <named-month>",- -3.8066624897703196),+ -3.784189633918261), ("<named-month> <day-of-month> (non ordinal)intersect",- -3.8066624897703196),+ -3.784189633918261), ("intersect by \",\"<day-of-month> (non ordinal) <named-month>",- -3.4011973816621555),- ("Fridayintersect", -3.8066624897703196),- ("hh:mmintersect", -3.8066624897703196),- ("intersect by \",\"intersect", -3.8066624897703196),- ("hh:mmSaturday", -3.8066624897703196),- ("at <time-of-day>intersect", -3.8066624897703196),+ -3.378724525810097),+ ("Fridayintersect", -3.784189633918261),+ ("hh:mmintersect", -3.784189633918261),+ ("intersect by \",\"intersect", -3.784189633918261),+ ("hh:mmSaturday", -3.784189633918261),+ ("at <time-of-day>intersect", -3.784189633918261), ("Sunday<day-of-month> (non ordinal) <named-month>",- -3.8066624897703196),- ("dayminute", -2.70805020110221),- ("intersectyear", -3.8066624897703196),- ("minuteday", -2.1019143975318944),- ("hh:mmabsorption of , after named day", -3.8066624897703196),- ("at <time-of-day>intersect by \",\"", -3.8066624897703196),+ -3.784189633918261),+ ("dayminute", -2.6855773452501515),+ ("intersectyear", -3.784189633918261),+ ("minuteday", -2.0794415416798357),+ ("hh:mmabsorption of , after named day", -3.784189633918261),+ ("at <time-of-day>intersect by \",\"", -3.784189633918261), ("at <time-of-day>absorption of , after named day",- -3.8066624897703196),- ("intersectintersect", -3.8066624897703196),- ("Fridayintersect by \",\"", -3.4011973816621555),+ -3.784189633918261),+ ("intersectintersect", -3.784189633918261),+ ("Fridayintersect by \",\"", -3.378724525810097), ("Monday<named-month> <day-of-month> (non ordinal)",- -3.4011973816621555),+ -3.784189633918261), ("Monday<day-of-month> (non ordinal) <named-month>",- -3.8066624897703196),+ -3.784189633918261), ("<named-month> <day-of-month> (non ordinal)year",- -3.4011973816621555)],- n = 29},+ -3.378724525810097)],+ n = 28}, koData =- ClassData{prior = -1.916922612182061, unseen = -3.7612001156935624,+ ClassData{prior = -2.0794415416798357, unseen = -3.713572066704308, likelihoods = HashMap.fromList- [("daymonth", -1.9459101490553135),- ("FridayJuly", -2.639057329615259),- ("WednesdayFebruary", -3.044522437723423),- ("MondayFebruary", -2.639057329615259)],- n = 5}}),+ [("daymonth", -2.0794415416798357),+ ("FridayJuly", -2.5902671654458267),+ ("WednesdayFebruary", -2.995732273553991),+ ("MondayFebruary", -2.995732273553991)],+ n = 4}}), ("hh:mm", Classifier{okData = ClassData{prior = -1.7094433359300068e-2,@@ -1449,17 +1447,17 @@ likelihoods = HashMap.fromList [], n = 0}}), ("<named-month> <day-of-month> (non ordinal)", Classifier{okData =- ClassData{prior = -0.4418327522790392,- unseen = -3.1780538303479458,+ ClassData{prior = -0.48550781578170077,+ unseen = -3.0910424533583156, likelihoods = HashMap.fromList- [("Aprilinteger (numeric)", -2.4423470353692043),- ("month", -0.832909122935104),- ("Februaryinteger (numeric)", -1.3437347467010947),- ("Julyinteger (numeric)", -1.749199854809259)],- n = 9},+ [("Aprilinteger (numeric)", -2.3513752571634776),+ ("month", -0.8472978603872037),+ ("Februaryinteger (numeric)", -1.4350845252893227),+ ("Julyinteger (numeric)", -1.6582280766035324)],+ n = 8}, koData =- ClassData{prior = -1.0296194171811581, unseen = -2.772588722239781,+ ClassData{prior = -0.9555114450274363, unseen = -2.772588722239781, likelihoods = HashMap.fromList [("Augustinteger (numeric)", -1.0986122886681098),
Duckling/Ranking/Classifiers/DE_XX.hs view
@@ -86,86 +86,85 @@ likelihoods = HashMap.fromList [], n = 0}}), ("<time> <part-of-day>", Classifier{okData =- ClassData{prior = -0.11778303565638351,- unseen = -5.723585101952381,+ ClassData{prior = -0.12044615307586722,+ unseen = -5.700443573390687, likelihoods = HashMap.fromList- [("<time-of-day> o'clockmorning", -4.621699487939302),- ("until <time-of-day>afternoon", -5.0271645960474665),- ("dayhour", -3.322416503809041),- ("todayevening", -4.621699487939302),+ [("<time-of-day> o'clockmorning", -4.598481197837295),+ ("until <time-of-day>afternoon", -5.003946305945459),+ ("dayhour", -3.299198213707034),+ ("todayevening", -4.598481197837295), ("half <integer> (german style hour-of-day)afternoon",- -5.0271645960474665),- ("<time-of-day> o'clockafter lunch", -4.334017415487521),- ("intersect by ','evening", -3.5230871992711923),- ("<time-of-day> o'clockon <date>", -3.9285523073793565),- ("intersectevening", -1.9591116609138493),- ("time-of-day (latent)on <date>", -4.334017415487521),- ("about <time-of-day>on <date>", -4.621699487939302),+ -5.003946305945459),+ ("<time-of-day> o'clockafter lunch", -4.310799125385514),+ ("intersect by ','evening", -3.499868909169185),+ ("<time-of-day> o'clockon <date>", -3.9053340172773496),+ ("intersectevening", -1.935893370811842),+ ("time-of-day (latent)on <date>", -4.310799125385514),+ ("about <time-of-day>on <date>", -4.598481197837295), ("<hour-of-day> <integer> (as relative minutes)in|during the <part-of-day>",- -4.621699487939302),- ("hourhour", -1.1985231995583712),+ -4.598481197837295),+ ("hourhour", -1.2084571167732645), ("<time-of-day> o'clockin|during the <part-of-day>",- -3.9285523073793565),- ("Donnerstagmorning", -5.0271645960474665),- ("<time-of-day> o'clockafternoon", -4.334017415487521),+ -3.9053340172773496),+ ("Donnerstagmorning", -5.003946305945459),+ ("<time-of-day> o'clockafternoon", -4.310799125385514), ("half <integer> (german style hour-of-day)after lunch",- -5.0271645960474665),- ("until <time-of-day>morning", -4.621699487939302),- ("minutehour", -2.3881072664322076),+ -5.003946305945459),+ ("until <time-of-day>morning", -5.003946305945459),+ ("minutehour", -2.3648889763302003), ("at <time-of-day>in|during the <part-of-day>",- -4.110873864173311),+ -4.087655574071304), ("<hour-of-day> <integer> (as relative minutes)after lunch",- -5.0271645960474665),- ("<time-of-day> am|pmmorning", -4.621699487939302),- ("tomorrowevening", -5.0271645960474665),- ("time-of-day (latent)morning", -5.0271645960474665),- ("hh:mmmorning", -5.0271645960474665),+ -5.003946305945459),+ ("tomorrowevening", -5.003946305945459),+ ("time-of-day (latent)morning", -5.003946305945459),+ ("hh:mmmorning", -5.003946305945459), ("half <integer> (german style hour-of-day)in|during the <part-of-day>",- -4.621699487939302),- ("until <time-of-day>on <date>", -5.0271645960474665),+ -4.598481197837295),+ ("until <time-of-day>on <date>", -5.003946305945459), ("<day-of-month>(ordinal) <named-month>morning",- -5.0271645960474665),- ("<time-of-day> o'clockevening", -5.0271645960474665),- ("hh:mmon <date>", -4.110873864173311),+ -5.003946305945459),+ ("<time-of-day> o'clockevening", -5.003946305945459),+ ("hh:mmon <date>", -4.087655574071304), ("<hour-of-day> <integer> (as relative minutes)afternoon",- -5.0271645960474665),- ("tomorrowlunch", -4.621699487939302),- ("until <time-of-day>after lunch", -5.0271645960474665),- ("Montagmorning", -5.0271645960474665),- ("at <time-of-day>on <date>", -4.110873864173311),- ("yesterdayevening", -5.0271645960474665),- ("intersectmorning", -5.0271645960474665),- ("hh:mmin|during the <part-of-day>", -4.110873864173311),+ -5.003946305945459),+ ("tomorrowlunch", -4.598481197837295),+ ("until <time-of-day>after lunch", -5.003946305945459),+ ("Montagmorning", -5.003946305945459),+ ("at <time-of-day>on <date>", -4.087655574071304),+ ("yesterdayevening", -5.003946305945459),+ ("intersectmorning", -5.003946305945459),+ ("hh:mmin|during the <part-of-day>", -4.087655574071304), ("time-of-day (latent)in|during the <part-of-day>",- -4.334017415487521),+ -4.310799125385514), ("<hour-of-day> <integer> (as relative minutes)on <date>",- -4.621699487939302),+ -4.598481197837295), ("about <time-of-day>in|during the <part-of-day>",- -4.621699487939302),+ -4.598481197837295), ("half <integer> (german style hour-of-day)on <date>",- -4.621699487939302),- ("at <time-of-day>morning", -5.0271645960474665),+ -4.598481197837295),+ ("at <time-of-day>morning", -5.003946305945459), ("until <time-of-day>in|during the <part-of-day>",- -5.0271645960474665)],- n = 128},+ -5.003946305945459)],+ n = 125}, koData =- ClassData{prior = -2.1972245773362196, unseen = -4.406719247264253,+ ClassData{prior = -2.176171168138387, unseen = -4.394449154672439, likelihoods = HashMap.fromList- [("yearhour", -3.295836866004329),- ("year (latent)on <date>", -3.7013019741124937),- ("<time-of-day> o'clockafter lunch", -3.7013019741124937),- ("intersectevening", -3.0081547935525483),- ("monthhour", -3.7013019741124937),- ("time-of-day (latent)on <date>", -2.7850112422383386),- ("hourhour", -1.7553918250571803),- ("Februarmorning", -3.7013019741124937),- ("<time-of-day> o'clockafternoon", -3.7013019741124937),+ [("yearhour", -3.283414346005772),+ ("year (latent)on <date>", -3.6888794541139363),+ ("<time-of-day> o'clockafter lunch", -3.6888794541139363),+ ("intersectevening", -2.995732273553991),+ ("monthhour", -3.6888794541139363),+ ("time-of-day (latent)on <date>", -2.772588722239781),+ ("hourhour", -1.742969305058623),+ ("Februarmorning", -3.6888794541139363),+ ("<time-of-day> o'clockafternoon", -3.6888794541139363), ("year (latent)in|during the <part-of-day>",- -3.7013019741124937),+ -3.6888794541139363), ("time-of-day (latent)in|during the <part-of-day>",- -2.7850112422383386)],+ -2.772588722239781)], n = 16}}), ("today", Classifier{okData =@@ -184,31 +183,30 @@ likelihoods = HashMap.fromList [("", 0.0)], n = 12}}), ("at <time-of-day>", Classifier{okData =- ClassData{prior = -0.2113090936672069, unseen = -4.382026634673881,+ ClassData{prior = -0.137201121513485, unseen = -4.3694478524670215, likelihoods = HashMap.fromList- [("<time-of-day> o'clock", -2.0668627594729756),+ [("<time-of-day> o'clock", -2.0541237336955462), ("half <integer> (german style hour-of-day)",- -3.676300671907076),- ("about <time-of-day>", -2.760009940032921),- ("time-of-day (latent)", -1.7303905228517629),+ -3.6635616461296463),+ ("about <time-of-day>", -2.7472709142554916),+ ("time-of-day (latent)", -1.717651497074333), ("relative minutes after|past <integer> (hour-of-day)",- -3.676300671907076),- ("hh:mm", -2.760009940032921),+ -3.6635616461296463),+ ("hh:mm", -2.7472709142554916), ("quarter after|past <integer> (hour-of-day)",- -3.676300671907076),- ("hour", -1.0736109864626924), ("minute", -2.172223275130802),+ -3.6635616461296463),+ ("hour", -1.0608719606852628), ("minute", -2.159484249353372), ("<hour-of-day> <integer> (as relative 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("absorption of , after named daymm/dd", -6.192362489474872),+ ("on <date>September", -5.276071757600717),+ ("Septemberyear", -5.786897381366708), ("<day-of-month> (ordinal)intersect by 'of', 'from', 's",- -5.539300835990577),- ("at <time-of-day>on <date>", -4.360645839648932),- ("intersectintersect", -4.092381853054252),- ("<day-of-month> (ordinal)Februar", -5.133835727882413),- ("dayweek", -5.133835727882413),- ("intersect by ','Juli", -5.539300835990577),+ -5.499215308914927),+ ("at <time-of-day>on <date>", -4.3205603125732805),+ ("intersectintersect", -4.112920947795036),+ ("<day-of-month> (ordinal)Februar", -5.093750200806762),+ ("dayweek", -5.093750200806762),+ ("intersect by ','Juli", -5.499215308914927), ("absorption of , after named daythe <day-of-month> (ordinal)",- -6.2324480165505225),- ("weekyear", -5.826982908442359),- ("hh:mmin|during the <part-of-day>", -5.316157284676367),- ("Marzyear", -6.2324480165505225),- ("tomorrowat <time-of-day>", -5.826982908442359),+ -6.192362489474872),+ ("weekyear", -5.786897381366708),+ ("hh:mmin|during the <part-of-day>", -5.276071757600717),+ ("Marzyear", -6.192362489474872),+ ("tomorrowat <time-of-day>", -5.786897381366708), ("<hour-of-day> <integer> (as relative minutes)on <date>",- -6.2324480165505225),+ -6.192362489474872), ("Donnerstag<time-of-day> - <time-of-day> (interval)",- -6.2324480165505225),+ -6.192362489474872), ("Donnerstag<datetime> - <datetime> (interval)",- -6.2324480165505225),- ("Sonntaglast <cycle>", -6.2324480165505225),- ("at <time-of-day>tomorrow", -6.2324480165505225),+ -6.192362489474872),+ ("Sonntaglast <cycle>", -6.192362489474872),+ ("at <time-of-day>tomorrow", -6.192362489474872), ("about <time-of-day>in|during the <part-of-day>",- -5.826982908442359),+ -5.786897381366708), ("half <integer> (german style hour-of-day)on <date>",- -6.2324480165505225),- ("this <part-of-day>at <time-of-day>", -5.826982908442359),- ("<datetime> - <datetime> (interval)Juli", -5.826982908442359),+ -6.192362489474872),+ ("this <part-of-day>at <time-of-day>", -5.786897381366708),+ ("<datetime> - <datetime> (interval)Juli", -5.786897381366708), ("after lunch<hour-of-day> <integer> (as relative minutes)",- -5.826982908442359),- ("<day-of-month> (ordinal)Marz", -6.2324480165505225),- ("last <cycle> of <time>year", -5.826982908442359),+ -5.786897381366708),+ ("<day-of-month> (ordinal)Marz", -6.192362489474872),+ ("last <cycle> of <time>year", -5.786897381366708), ("<named-month> <day-of-month> (non ordinal)year",- -6.2324480165505225),+ -6.192362489474872), ("<day-of-month> (non ordinal) <named-month>year",- -6.2324480165505225)],- n = 426},+ -6.192362489474872)],+ n = 409}, koData =- ClassData{prior = -1.4591557093847622, unseen = -6.052089168924417,+ ClassData{prior = -1.8315552963929982, unseen = -5.75890177387728, likelihoods = HashMap.fromList [("Juli<day-of-month> (non ordinal) <named-month>",- -5.356586274672012),+ -5.062595033026967), ("absorption of , after named daythe <day-of-month> (non ordinal)",- -5.356586274672012),- ("<datetime> - <datetime> (interval)year", -5.356586274672012),- ("dayhour", -4.663439094112067),+ -5.062595033026967),+ ("<datetime> - <datetime> (interval)year", -5.062595033026967),+ ("dayhour", -4.3694478524670215), ("<named-month> <day-of-month> (non ordinal)Juli",- -5.356586274672012),- ("daymonth", -3.484784097770421),- ("monthday", -4.951121166563848),- ("monthyear", -5.356586274672012),- ("yearhour", -5.356586274672012),- ("after lunchat <time-of-day>", -4.951121166563848),- ("mm/dduntil <time-of-day>", -4.951121166563848),- ("until <time-of-day>year", -4.951121166563848),- ("<day-of-month> (ordinal)Dienstag", -4.951121166563848),- ("absorption of , after named dayFebruar", -4.257973986003902),- ("on <date>Februar", -5.356586274672012),- ("intersect by 'of', 'from', 'syear", -4.663439094112067),- ("<time-of-day> am|pmintersect", -3.651838182433587),- ("intersect<time> <part-of-day>", -5.356586274672012),- ("<time-of-day> o'clockafter lunch", -5.356586274672012),- ("<day-of-month> (ordinal)Mittwoch", -5.356586274672012),- ("after lunch<time-of-day> o'clock", -5.356586274672012),- ("absorption of , after named dayhh:mm", -5.356586274672012),- ("<time-of-day> am|pmintersect by ','", -4.103823306176644),+ -5.062595033026967),+ ("daymonth", -3.1907928561253756),+ ("monthday", -4.657129924918802),+ ("monthyear", -5.062595033026967),+ ("yearhour", -5.062595033026967),+ ("after lunchat <time-of-day>", -4.657129924918802),+ ("mm/dduntil <time-of-day>", -4.657129924918802),+ ("until <time-of-day>year", -4.657129924918802),+ ("<day-of-month> (ordinal)Dienstag", -4.657129924918802),+ ("absorption of , after named dayFebruar", -3.963982744358857),+ ("on <date>Februar", -5.062595033026967),+ ("intersect by 'of', 'from', 'syear", -4.3694478524670215),+ ("intersect<time> <part-of-day>", -5.062595033026967),+ ("<time-of-day> o'clockafter lunch", -5.062595033026967),+ ("<day-of-month> (ordinal)Mittwoch", -5.062595033026967),+ ("after lunch<time-of-day> o'clock", -5.062595033026967),+ ("absorption of , after named dayhh:mm", -5.062595033026967), ("<time-of-day> o'clock<time> <part-of-day>",- -4.440295542797857),- ("<time-of-day> am|pmFreitag", -4.951121166563848),- ("mm/ddhh:mm", -4.440295542797857),- ("monthhour", -5.356586274672012),+ -4.146304301152812),+ ("mm/ddhh:mm", -4.146304301152812),+ ("monthhour", -5.062595033026967), ("on <date>between <datetime> and <datetime> (interval)",- -5.356586274672012),- ("todayat <time-of-day>", -5.356586274672012),+ -5.062595033026967),+ ("todayat <time-of-day>", -5.062595033026967), ("Donnerstagfrom <datetime> - <datetime> (interval)",- -4.951121166563848),+ -4.657129924918802), ("on <date>between <time-of-day> and <time-of-day> (interval)",- -5.356586274672012),- ("dayday", -3.970291913552122),- ("<time-of-day> am|pmabsorption of , after named day",- -4.951121166563848),- ("hourhour", -3.8525088778957386),+ -5.062595033026967),+ ("dayday", -3.676300671907076),+ ("hourhour", -3.5585176362506927), ("Donnerstagfrom <time-of-day> - <time-of-day> (interval)",- -4.663439094112067),- ("Donnerstagafter <time-of-day>", -5.356586274672012),- ("dayyear", -3.2771447329921766),- ("minutemonth", -3.484784097770421),- ("Aprilyear", -5.356586274672012),- ("Dienstagafter <time-of-day>", -5.356586274672012),- ("intersect<day-of-month>(ordinal) <named-month>",- -4.663439094112067),- ("Donnerstaghh:mm", -4.951121166563848),- ("<day-of-month> (ordinal)Juli", -4.951121166563848),- ("<day-of-month> (ordinal)hh:mm", -4.440295542797857),+ -4.3694478524670215),+ ("Donnerstagafter <time-of-day>", -5.062595033026967),+ ("dayyear", -2.9831534913471307),+ ("Aprilyear", -5.062595033026967),+ ("Dienstagafter <time-of-day>", -5.062595033026967),+ ("Donnerstaghh:mm", -4.657129924918802),+ ("<day-of-month> (ordinal)Juli", -4.657129924918802),+ ("<day-of-month> (ordinal)hh:mm", -4.146304301152812), ("<named-month> <day-of-month> (non ordinal)August",- -5.356586274672012),+ -5.062595033026967), ("August<day-of-month> (non ordinal) <named-month>",- -5.356586274672012),- ("at <time-of-day>intersect", -4.257973986003902),+ -5.062595033026967), ("on <date>from <time-of-day> - <time-of-day> (interval)",- -4.951121166563848),+ -4.657129924918802), ("Donnerstagbetween <time-of-day> and <time-of-day> (interval)",- -5.356586274672012),- ("dayminute", -2.6824376252454836),+ -5.062595033026967),+ ("dayminute", -2.388446383600438), ("on <date>from <datetime> - <datetime> (interval)",- -5.356586274672012),+ -5.062595033026967), ("Donnerstagbetween <datetime> and <datetime> (interval)",- -5.356586274672012),- ("until <time-of-day>Juli", -5.356586274672012),- ("intersectSeptember", -3.747148362237912),- ("minuteday", -2.3608540011180215),- ("intersect by ','September", -4.663439094112067),- ("at <time-of-day>intersect by ','", -4.663439094112067),- ("at <time-of-day>Freitag", -5.356586274672012),- ("at <time-of-day>absorption of , after named day",- -5.356586274672012),- ("year<time> <part-of-day>", -5.356586274672012),- ("mm/ddyear", -3.8525088778957386),- ("intersect<day-of-month> (ordinal)", -4.663439094112067),+ -5.062595033026967),+ ("until <time-of-day>Juli", -5.062595033026967),+ ("year<time> <part-of-day>", -5.062595033026967),+ ("mm/ddyear", -3.5585176362506927), ("<day-of-month> (ordinal)intersect by 'of', 'from', 's",- -4.951121166563848),- ("intersectintersect", -4.663439094112067),- ("Donnerstag<part-of-day> of <time>", -5.356586274672012),- ("<day-of-month> (ordinal)April", -5.356586274672012),+ -4.657129924918802),+ ("Donnerstag<part-of-day> of <time>", -5.062595033026967),+ ("<day-of-month> (ordinal)April", -5.062595033026967), ("Donnerstag<time-of-day> - <time-of-day> (interval)",- -5.356586274672012),- ("after <time-of-day>year", -5.356586274672012),- ("on <date>after <time-of-day>", -5.356586274672012),- ("tomorrownoon", -5.356586274672012)],- n = 129}}),+ -5.062595033026967),+ ("after <time-of-day>year", -5.062595033026967),+ ("on <date>after <time-of-day>", -5.062595033026967),+ ("tomorrownoon", -5.062595033026967)],+ n = 78}}), ("<ordinal> <cycle> of <time>", Classifier{okData = ClassData{prior = 0.0, unseen = -2.4849066497880004,@@ -1115,26 +1089,24 @@ likelihoods = HashMap.fromList [], n = 0}}), ("about <time-of-day>", Classifier{okData =- ClassData{prior = -0.13353139262452263,- unseen = -3.4965075614664802,+ ClassData{prior = -6.899287148695143e-2,+ unseen = -3.4657359027997265, likelihoods = HashMap.fromList- [("<time-of-day> o'clock", -1.3862943611198906),- ("time-of-day (latent)", -1.3862943611198906),- ("hour", -0.7576857016975165)],+ [("<time-of-day> o'clock", -1.3545456628053103),+ ("time-of-day (latent)", -1.3545456628053103),+ ("hour", -0.7259370033829361)], n = 14}, koData =- ClassData{prior = -2.0794415416798357,- unseen = -2.1972245773362196,+ ClassData{prior = -2.70805020110221, unseen = -1.791759469228055, likelihoods = HashMap.fromList- [("time-of-day (latent)", -1.3862943611198906),- ("<time-of-day> am|pm", -1.3862943611198906),- ("hour", -0.9808292530117262)],- n = 2}}),+ [("time-of-day (latent)", -0.916290731874155),+ ("hour", -0.916290731874155)],+ n = 1}}), ("time-of-day (latent)", Classifier{okData =- ClassData{prior = -0.39890770756200533,+ ClassData{prior = -0.3856624808119846, unseen = -3.9889840465642745, likelihoods = HashMap.fromList@@ -1142,12 +1114,12 @@ ("integer (0..19)", -2.3608540011180215)], n = 51}, koData =- ClassData{prior = -1.1118575154181303, unseen = -3.332204510175204,+ ClassData{prior = -1.1394342831883648, unseen = -3.295836866004329, likelihoods = HashMap.fromList- [("integer (numeric)", -0.11778303565638351),- ("integer (0..19)", -2.1972245773362196)],- n = 25}}),+ [("integer (numeric)", -0.12260232209233239),+ ("integer (0..19)", -2.159484249353372)],+ n = 24}}), ("year", Classifier{okData = ClassData{prior = -8.338160893905101e-2,@@ -1234,32 +1206,6 @@ koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),- ("<time-of-day> am|pm",- Classifier{okData =- ClassData{prior = -1.845826690498331, unseen = -2.833213344056216,- likelihoods =- HashMap.fromList- [("time-of-day (latent)", -2.0794415416798357),- ("hh:mm", -2.0794415416798357),- ("until <time-of-day>", -2.0794415416798357),- ("hour", -1.6739764335716716), ("minute", -2.0794415416798357)],- n = 3},- koData =- ClassData{prior = -0.17185025692665928,- unseen = -3.7612001156935624,- likelihoods =- HashMap.fromList- [("at <time-of-day>", -2.3513752571634776),- ("<time-of-day> o'clock", -2.3513752571634776),- ("half <integer> (german style hour-of-day)",- -3.044522437723423),- ("about <time-of-day>", -3.044522437723423),- ("time-of-day (latent)", -2.128231705849268),- ("hh:mm", -2.3513752571634776), ("hour", -1.4350845252893227),- ("minute", -1.6582280766035324),- ("<hour-of-day> <integer> (as relative minutes)",- -3.044522437723423)],- n = 16}}), ("<duration> after <time>", Classifier{okData = ClassData{prior = 0.0, unseen = -2.0794415416798357,@@ -1358,62 +1304,58 @@ likelihoods = HashMap.fromList [], n = 0}}), ("intersect by ','", Classifier{okData =- ClassData{prior = -0.2531958963806117,- unseen = -5.0106352940962555,+ ClassData{prior = -0.13353139262452263,+ unseen = -4.969813299576001, likelihoods = HashMap.fromList [("Freitag<day-of-month>(ordinal) <named-month> year",- -3.9053340172773496),- ("dayhour", -2.8067217286092396),- ("Freitagintersect", -2.0082140323914683),+ -3.8642323415917974),+ ("dayhour", -2.765620052923688),+ ("Freitagintersect", -1.967112356705916), ("Samstag<day-of-month>(ordinal) <named-month>",- -4.310799125385514),- ("Freitagmm/dd/yyyy", -3.9053340172773496),- ("Freitagmm/dd", -3.9053340172773496),- ("dayday", -1.3403846598158127),- ("Samstagintersect", -4.310799125385514),- ("dayyear", -4.310799125385514),+ -4.269697449699962),+ ("Freitagmm/dd/yyyy", -3.8642323415917974),+ ("Freitagmm/dd", -3.8642323415917974),+ ("dayday", -1.2992829841302609),+ ("Samstagintersect", -4.269697449699962),+ ("dayyear", -4.269697449699962), ("Freitag<day-of-month>(ordinal) <named-month>",- -3.6176519448255684),- ("Freitagthe <day-of-month> (ordinal)", -4.310799125385514),+ -3.5765502691400166),+ ("Freitagthe <day-of-month> (ordinal)", -4.269697449699962), ("on <date><day-of-month>(ordinal) <named-month>",- -3.9053340172773496),+ -3.8642323415917974), ("intersect<day-of-month>(ordinal) <named-month>",- -3.3945083935113587),- ("Freitag<day-of-month> (ordinal)", -3.6176519448255684),- ("on <date>intersect", -3.9053340172773496),- ("on <date><day-of-month> (ordinal)", -3.9053340172773496),- ("minuteday", -2.4389969484839225),+ -3.5765502691400166),+ ("Freitag<day-of-month> (ordinal)", -3.5765502691400166),+ ("on <date>intersect", -3.8642323415917974),+ ("on <date><day-of-month> (ordinal)", -3.8642323415917974),+ ("minuteday", -2.6602595372658615), ("Montag<named-month> <day-of-month> (non ordinal)",- -3.6176519448255684),+ -3.5765502691400166), ("Sonntag<named-month> <day-of-month> (non ordinal)",- -4.310799125385514),- ("intersect<day-of-month> (ordinal)", -3.3945083935113587),- ("intersectintersect", -3.3945083935113587),- ("Samstag<day-of-month> (ordinal)", -4.310799125385514),+ -4.269697449699962),+ ("intersect<day-of-month> (ordinal)", -3.5765502691400166),+ ("intersectintersect", -3.5765502691400166),+ ("Samstag<day-of-month> (ordinal)", -4.269697449699962), ("Mittwoch<named-month> <day-of-month> (non ordinal)",- -4.310799125385514),+ -4.269697449699962), ("<named-month> <day-of-month> (non ordinal)year",- -4.310799125385514)],- n = 59},+ -4.269697449699962)],+ n = 56}, koData =- ClassData{prior = -1.497519996230115, unseen = -4.189654742026425,+ ClassData{prior = -2.0794415416798357, unseen = -3.871201010907891, likelihoods = HashMap.fromList- [("daymonth", -2.382627800667582),- ("dayday", -3.481240089335692),- ("SonntagFebruar", -3.481240089335692),- ("MontagFebruar", -2.7880929087757464),- ("Freitagthe <day-of-month> (non ordinal)", -3.481240089335692),- ("intersect<day-of-month>(ordinal) <named-month>",- -2.7880929087757464),- ("dayminute", -3.0757749812275272),- ("MittwochFebruar", -3.481240089335692),- ("minuteday", -1.8718021769015913),- ("Freitaghh:mm", -3.0757749812275272),- ("intersect<day-of-month> (ordinal)", -2.7880929087757464),- ("intersectintersect", -2.7880929087757464)],- n = 17}}),+ [("daymonth", -2.0583881324820035),+ ("dayday", -3.1570004211501135),+ ("SonntagFebruar", -3.1570004211501135),+ ("MontagFebruar", -2.463853240590168),+ ("Freitagthe <day-of-month> (non ordinal)",+ -3.1570004211501135),+ ("dayminute", -2.751535313041949),+ ("MittwochFebruar", -3.1570004211501135),+ ("Freitaghh:mm", -2.751535313041949)],+ n = 8}}), ("second (grain)", Classifier{okData = ClassData{prior = 0.0, unseen = -1.9459101490553135,@@ -1547,31 +1489,31 @@ likelihoods = HashMap.fromList [("", 0.0)], n = 2}}), ("until <time-of-day>", Classifier{okData =- ClassData{prior = -0.5108256237659907, unseen = -4.0943445622221,+ ClassData{prior = -0.5520685823000397, unseen = -4.007333185232471, likelihoods = HashMap.fromList- [("<time> <part-of-day>", -2.1316272948504063),- ("<time-of-day> o'clock", -2.2857779746776643),- ("intersect", -3.3843902633457743),- ("time-of-day (latent)", -2.1316272948504063),- ("<time-of-day> am|pm", -3.3843902633457743),- ("EOM|End of month", -3.3843902633457743),- ("hour", -1.0330150061822965), ("month", -3.3843902633457743),- ("midnight|EOD|end of day", -3.3843902633457743)],- n = 21},+ [("<time> <part-of-day>", -2.1972245773362196),+ ("<time-of-day> o'clock", -2.1972245773362196),+ ("intersect", -3.295836866004329),+ ("time-of-day (latent)", -2.043073897508961),+ ("EOM|End of month", -3.295836866004329),+ ("hour", -1.0445450673978338), ("month", -3.295836866004329),+ ("midnight|EOD|end of day", -3.295836866004329)],+ n = 19}, koData =- ClassData{prior = -0.916290731874155, unseen = -3.828641396489095,+ ClassData{prior = -0.8574502318512216,+ unseen = -3.8066624897703196, likelihoods = HashMap.fromList- [("mm/dd", -2.70805020110221),- ("intersect", -2.4203681286504293),- ("mm/dd/yyyy", -2.70805020110221),- ("<day-of-month>(ordinal) <named-month>", -3.1135153092103742),- ("day", -1.4087672169719492), ("hh:mm", -2.1972245773362196),- ("<day-of-month> (ordinal)", -3.1135153092103742),+ [("mm/dd", -2.6855773452501515),+ ("intersect", -2.3978952727983707),+ ("mm/dd/yyyy", -2.6855773452501515),+ ("<day-of-month>(ordinal) <named-month>", -3.0910424533583156),+ ("day", -1.3862943611198906), ("hh:mm", -2.174751721484161),+ ("<day-of-month> (ordinal)", -3.0910424533583156), ("<day-of-month> (non ordinal) <named-month>",- -3.1135153092103742),- ("minute", -2.1972245773362196)],+ -3.0910424533583156),+ ("minute", -2.174751721484161)], n = 14}}), ("<integer> and an half hours", Classifier{okData =
Duckling/Ranking/Classifiers/EN_CA.hs view
@@ -60,2989 +60,3206 @@ likelihoods = HashMap.fromList [], n = 0}}), ("Thursday", Classifier{okData =- ClassData{prior = -9.53101798043249e-2,- unseen = -3.4657359027997265,- likelihoods = HashMap.fromList [("", 0.0)], n = 30},- koData =- ClassData{prior = -2.3978952727983707,- unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),- ("integer (numeric)",- Classifier{okData =- ClassData{prior = -0.6142532380902823, unseen = -5.676753802268282,- likelihoods = HashMap.fromList [("", 0.0)], n = 290},- koData =- ClassData{prior = -0.7788026251384392,- unseen = -5.5134287461649825,- likelihoods = HashMap.fromList [("", 0.0)], n = 246}}),- ("<duration> hence|ago",- Classifier{okData =- ClassData{prior = -5.406722127027582e-2,- unseen = -3.784189633918261,- likelihoods =- HashMap.fromList- [("week", -1.563975538357343), ("day", -1.8152899666382492),- ("year", -2.662587827025453),- ("<integer> <unit-of-duration>", -1.0531499145913523),- ("a <unit-of-duration>", -2.662587827025453),- ("month", -2.662587827025453),- ("fortnight", -2.662587827025453)],- n = 18},- koData =- ClassData{prior = -2.9444389791664407,- unseen = -2.3025850929940455,- likelihoods =- HashMap.fromList- [("year", -1.5040773967762742),- ("<integer> <unit-of-duration>", -1.5040773967762742)],- n = 1}}),- ("noon|midnight|EOD|end of day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.9459101490553135,- likelihoods = HashMap.fromList [("", 0.0)], n = 5},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("quarter to|till|before <hour-of-day>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList- [("noon|midnight|EOD|end of day", -0.6931471805599453),- ("hour", -0.6931471805599453)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("Father's Day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<cycle> after|before <time>",- Classifier{okData =- ClassData{prior = -0.6931471805599453, unseen = -2.833213344056216,- likelihoods =- HashMap.fromList- [("day (grain)tomorrow", -1.6739764335716716),- ("dayday", -1.1631508098056809),- ("day (grain)yesterday", -1.6739764335716716)],- n = 4},- koData =- ClassData{prior = -0.6931471805599453, unseen = -2.833213344056216,- likelihoods =- HashMap.fromList- [("dayhour", -1.6739764335716716),- ("year (grain)Christmas", -2.0794415416798357),- ("dayday", -2.0794415416798357),- ("day (grain)intersect", -1.6739764335716716),- ("day (grain)Easter Sunday", -2.0794415416798357),- ("yearday", -2.0794415416798357)],- n = 4}}),- ("Easter Monday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Navaratri",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Martin Luther King's Day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.3025850929940455,- likelihoods = HashMap.fromList [("", 0.0)], n = 8},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("integer (20..90)",- Classifier{okData =- ClassData{prior = -0.6931471805599453,- unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -0.6931471805599453,- unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),- ("Shemini Atzeret",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Ramadan",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Lazarus Saturday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("intersect 2 numbers",- Classifier{okData =- ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,- likelihoods =- HashMap.fromList- [("compose by multiplicationinteger (0..19)",- -0.2231435513142097)],- n = 3},- koData =- ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,- likelihoods =- HashMap.fromList- [("powers of tensinteger (0..19)", -0.2231435513142097)],- n = 3}}),- ("mm/yyyy",- Classifier{okData =- ClassData{prior = -0.6931471805599453,- unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -0.6931471805599453,- unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),- ("integer after|past <hour-of-day>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.3025850929940455,- likelihoods =- HashMap.fromList- [("hour", -0.8109302162163288),- ("integer (numeric)time-of-day (latent)", -1.0986122886681098),- ("integer (20..90)time-of-day (latent)", -1.5040773967762742)],- n = 3},- koData =- ClassData{prior = -infinity, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [], n = 0}}),- ("Yom HaShoah",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<day-of-month> (ordinal or number) <named-month>",- Classifier{okData =- ClassData{prior = -1.3862943611198906, unseen = -2.890371757896165,- likelihoods =- HashMap.fromList- [("ordinal (digits)December", -2.1400661634962708),- ("ordinal (digits)February", -2.1400661634962708),- ("integer (numeric)April", -2.1400661634962708),- ("month", -1.4469189829363254)],- n = 3},- koData =- ClassData{prior = -0.2876820724517809,- unseen = -3.4011973816621555,- likelihoods =- HashMap.fromList- [("ordinal (digits)October", -2.6741486494265287),- ("ordinal (digits)July", -2.6741486494265287),- ("integer (numeric)September", -2.268683541318364),- ("ordinal (digits)August", -2.6741486494265287),- ("integer (numeric)August", -2.6741486494265287),- ("ordinal (digits)April", -2.6741486494265287),- ("month", -1.0647107369924282),- ("integer (numeric)July", -2.268683541318364)],- n = 9}}),- ("<time> <part-of-day>",- Classifier{okData =- ClassData{prior = -9.237332013101517e-2,- unseen = -4.48863636973214,- likelihoods =- HashMap.fromList- [("<day-of-month> (ordinal)in|during the <part-of-day>",- -3.784189633918261),- ("dayhour", -1.4816045409242156),- ("Mondayearly morning", -3.378724525810097),- ("time-of-day (latent)tonight", -3.378724525810097),- ("hourhour", -2.3978952727983707),- ("<time-of-day> o'clockin|during the <part-of-day>",- -3.784189633918261),- ("todaypart of days", -3.784189633918261),- ("minutehour", -2.6855773452501515),- ("at <time-of-day>in|during the <part-of-day>",- -3.378724525810097),- ("time-of-day (latent)this <part-of-day>", -3.784189633918261),- ("Mondayin|during the <part-of-day>", -3.784189633918261),- ("intersectpart of days", -3.784189633918261),- ("intersectin|during the <part-of-day>", -3.784189633918261),- ("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",- -3.784189633918261),- ("the <day-of-month> (ordinal)in|during the <part-of-day>",- -3.784189633918261),- ("tomorrowpart of days", -2.3978952727983707),- ("hh:mmin|during the <part-of-day>", -3.0910424533583156),- ("time-of-day (latent)in|during the <part-of-day>",- -3.784189633918261),- ("hhmm (latent)in|during the <part-of-day>",- -3.784189633918261),- ("yesterdaypart of days", -3.378724525810097),- ("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",- -3.784189633918261),- ("Mondaypart of days", -3.784189633918261)],- n = 31},- koData =- ClassData{prior = -2.4277482359480516,- unseen = -3.4965075614664802,- likelihoods =- HashMap.fromList- [("yearhour", -2.772588722239781),- ("monthhour", -2.772588722239781),- ("hourhour", -2.772588722239781),- ("year (latent)in|during the <part-of-day>",- -2.772588722239781),- ("Februaryin|during the <part-of-day>", -2.772588722239781),- ("time-of-day (latent)in|during the <part-of-day>",- -2.772588722239781)],- n = 3}}),- ("today",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.9459101490553135,- likelihoods = HashMap.fromList [("", 0.0)], n = 5},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("mm/dd",- Classifier{okData =- ClassData{prior = -1.2729656758128873,- unseen = -2.1972245773362196,- likelihoods = HashMap.fromList [("", 0.0)], n = 7},- koData =- ClassData{prior = -0.3285040669720361, unseen = -2.995732273553991,- likelihoods = HashMap.fromList [("", 0.0)], n = 18}}),- ("at <time-of-day>",- Classifier{okData =- ClassData{prior = -8.961215868968717e-2,- unseen = -4.948759890378168,- likelihoods =- HashMap.fromList- [("<time> timezone", -3.8430301339411947),- ("noon|midnight|EOD|end of day", -3.8430301339411947),- ("integer after|past <hour-of-day>", -3.8430301339411947),- ("half after|past <hour-of-day>", -4.248495242049359),- ("time-of-day (latent)", -1.6835458845878222),- ("hhmm (latent)", -3.5553480614894135),- ("<time-of-day> am|pm", -1.8061482066801546),- ("hh:mm", -3.332204510175204),- ("about|exactly <time-of-day>", -3.8430301339411947),- ("hour", -1.0704414117014134),- ("<time-of-day> sharp|exactly", -4.248495242049359),- ("minute", -2.05127066471314)],- n = 64},- koData =- ClassData{prior = -2.456735772821304, unseen = -3.2188758248682006,- likelihoods =- HashMap.fromList- [("time-of-day (latent)", -1.2321436812926323),- ("hour", -1.2321436812926323)],- n = 6}}),- ("December",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("absorption of , after named day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -3.332204510175204,- likelihoods =- HashMap.fromList- [("on <date>", -2.1972245773362196),- ("Wednesday", -2.6026896854443837),- ("Saturday", -2.6026896854443837),- ("Monday", -2.1972245773362196),- ("Friday", -1.9095425048844386), ("day", -0.8979415932059586),- ("Sunday", -2.6026896854443837)],- n = 10},- koData =- ClassData{prior = -infinity, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [], n = 0}}),- ("September",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("tonight",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("last|past|next <duration>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -4.2626798770413155,- likelihoods =- HashMap.fromList- [("week", -2.456735772821304), ("second", -2.639057329615259),- ("day", -2.3025850929940455), ("year", -2.639057329615259),- ("<integer> <unit-of-duration>", -0.7827593392496325),- ("hour", -2.639057329615259), ("month", -2.639057329615259),- ("minute", -2.639057329615259)],- n = 31},- koData =- ClassData{prior = -infinity, unseen = -2.1972245773362196,- likelihoods = HashMap.fromList [], n = 0}}),- ("the ides of <named-month>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList- [("March", -0.6931471805599453), ("month", -0.6931471805599453)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("on <date>",- Classifier{okData =- ClassData{prior = -0.13353139262452263,- unseen = -4.204692619390966,- likelihoods =- HashMap.fromList- [("Thursday", -1.4816045409242156),- ("mm/dd", -3.4965075614664802),- ("absorption of , after named day", -3.0910424533583156),- ("intersect", -3.0910424533583156),- ("Saturday", -2.803360380906535),- ("Friday", -3.4965075614664802), ("day", -0.8574502318512216),- ("the <day-of-month> (ordinal)", -3.0910424533583156),- ("intersect by \",\", \"of\", \"from\", \"'s\"",- -2.803360380906535),- ("hour", -3.4965075614664802)],- n = 28},- koData =- ClassData{prior = -2.0794415416798357,- unseen = -2.9444389791664407,- likelihoods =- HashMap.fromList- [("intersect", -1.791759469228055), ("day", -1.2809338454620642),- ("intersect by \",\", \"of\", \"from\", \"'s\"",- -1.791759469228055)],- n = 4}}),- ("integer (0..19)",- Classifier{okData =- ClassData{prior = -0.11122563511022437,- unseen = -3.970291913552122,- likelihoods = HashMap.fromList [("", 0.0)], n = 51},- koData =- ClassData{prior = -2.2512917986064953,- unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6}}),- ("between <time-of-day> and <time-of-day> (interval)",- Classifier{okData =- ClassData{prior = -0.6931471805599453,- unseen = -3.1354942159291497,- likelihoods =- HashMap.fromList- [("minuteminute", -0.7884573603642702),- ("hh:mmhh:mm", -0.7884573603642702)],- n = 9},- koData =- ClassData{prior = -0.6931471805599453,- unseen = -3.1354942159291497,- likelihoods =- HashMap.fromList- [("hh:mmtime-of-day (latent)", -0.7884573603642702),- ("minutehour", -0.7884573603642702)],- n = 9}}),- ("Halloween",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Passover",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("from <month> dd-dd (interval)",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.3978952727983707,- likelihoods =- HashMap.fromList- [("Julyinteger (numeric)integer (numeric)", -1.6094379124341003),- ("Augustordinal (digits)integer (numeric)",- -1.6094379124341003),- ("month", -0.916290731874155),- ("Augustordinal (digits)ordinal (digits)",- -1.6094379124341003)],- n = 3},- koData =- ClassData{prior = -infinity, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [], n = 0}}),- ("October",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.890371757896165,- likelihoods = HashMap.fromList [("", 0.0)], n = 16},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("from|since|after <time-of-day>",- Classifier{okData =- ClassData{prior = -1.5950491749820006, unseen = -4.04305126783455,- likelihoods =- HashMap.fromList- [("July", -3.332204510175204),- ("time-of-day (latent)", -2.4159137783010487),- ("<time-of-day> am|pm", -2.4159137783010487),- ("hh:mm", -2.4159137783010487), ("hour", -1.8281271133989299),- ("month", -2.9267394020670396), ("minute", -2.4159137783010487),- ("August", -3.332204510175204)],- n = 14},- koData =- ClassData{prior = -0.22677331936478848,- unseen = -4.9344739331306915,- likelihoods =- HashMap.fromList- [("<integer> to|till|before <hour-of-day>", -3.828641396489095),- ("week", -4.23410650459726),- ("<day-of-month> (ordinal or number) <named-month>",- -4.23410650459726),- ("today", -4.23410650459726), ("intersect", -2.362304327695668),- ("second", -4.23410650459726), ("now", -3.5409593240373143),- ("tomorrow", -3.828641396489095),- ("this|last|next <cycle>", -4.23410650459726),- ("day", -1.8827312474337816),- ("time-of-day (latent)", -4.23410650459726),- ("<time-of-day> am|pm", -3.828641396489095),- ("nograin", -3.5409593240373143),- ("<named-month>|<named-day> <day-of-month> (ordinal)",- -4.23410650459726),- ("Easter Sunday", -4.23410650459726),- ("Christmas", -3.5409593240373143),- ("hour", -2.981343536101891), ("month", -4.23410650459726),- ("<datetime> - <datetime> (interval)", -2.847812143477369),- ("<time-of-day> - <time-of-day> (interval)",- -2.5293584123588344),- ("<named-month> <day-of-month> (non ordinal)",- -3.828641396489095),- ("minute", -1.749199854809259),- ("right now", -4.23410650459726),- ("<month> dd-dd (interval)", -3.5409593240373143),- ("dd-dd <month> (interval)", -3.828641396489095)],- n = 55}}),- ("month (grain)",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.833213344056216,- likelihoods = HashMap.fromList [("", 0.0)], n = 15},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<integer> more <unit-of-duration>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList- [("integer (numeric)minute (grain)", -0.6931471805599453),- ("minute", -0.6931471805599453)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("<time-of-day> o'clock",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.1972245773362196,- likelihoods =- HashMap.fromList- [("time-of-day (latent)", -0.6931471805599453),- ("hour", -0.6931471805599453)],- n = 3},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("in|within|after <duration>",- Classifier{okData =- ClassData{prior = -0.11000089521432846,- unseen = -4.6443908991413725,- likelihoods =- HashMap.fromList- [("week", -3.248434627109745),- ("<integer> more <unit-of-duration>", -3.9415818076696905),- ("three-quarters of an hour", -3.0252910757955354),- ("<integer> + '\"", -3.248434627109745),- ("number.number hours", -3.9415818076696905),- ("second", -3.536116699561526), ("day", -3.248434627109745),- ("half an hour", -3.0252910757955354),- ("year", -3.9415818076696905),- ("<integer> <unit-of-duration>", -1.5902065505062128),- ("a <unit-of-duration>", -3.0252910757955354),- ("quarter of an hour", -3.0252910757955354),- ("hour", -2.5552874465498),- ("about|exactly <duration>", -3.9415818076696905),- ("<integer> and an half hour", -3.9415818076696905),- ("minute", -1.3025244780544318)],- n = 43},- koData =- ClassData{prior = -2.2617630984737906, unseen = -3.332204510175204,- likelihoods =- HashMap.fromList- [("quarter", -2.1972245773362196), ("year", -1.9095425048844386),- ("<integer> <unit-of-duration>", -1.9095425048844386),- ("a <unit-of-duration>", -2.1972245773362196)],- n = 5}}),- ("January",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("three-quarters of an hour",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Mattu Pongal",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Wednesday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.3025850929940455,- likelihoods = HashMap.fromList [("", 0.0)], n = 8},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("half after|past <hour-of-day>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.9459101490553135,- likelihoods =- HashMap.fromList- [("time-of-day (latent)", -0.6931471805599453),- ("hour", -0.6931471805599453)],- n = 2},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("<integer> + '\"",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],- n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("half <integer> (UK style hour-of-day)",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList- [("time-of-day (latent)", -0.6931471805599453),- ("hour", -0.6931471805599453)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("Family Day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("July",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.833213344056216,- likelihoods = HashMap.fromList [("", 0.0)], n = 15},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("hour (grain)",- Classifier{okData =- ClassData{prior = -0.8209805520698302,- unseen = -2.5649493574615367,- likelihoods = HashMap.fromList [("", 0.0)], n = 11},- koData =- ClassData{prior = -0.579818495252942, unseen = -2.772588722239781,- likelihoods = HashMap.fromList [("", 0.0)], n = 14}}),- ("Shavuot",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Vimy Ridge Day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<day> <duration> hence|ago",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList- [("dayyear", -0.6931471805599453),- ("Diwali<integer> <unit-of-duration>", -0.6931471805599453)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("<ordinal> quarter",- Classifier{okData =- ClassData{prior = -0.4700036292457356, unseen = -2.639057329615259,- likelihoods =- HashMap.fromList- [("ordinal (digits)quarter (grain)", -1.1786549963416462),- ("ordinals (first..twentieth,thirtieth,...)quarter (grain)",- -1.466337068793427),- ("quarter", -0.7731898882334817)],- n = 5},- koData =- ClassData{prior = -0.9808292530117262,- unseen = -2.3025850929940455,- likelihoods =- HashMap.fromList- [("ordinal (digits)quarter (grain)", -0.8109302162163288),- ("quarter", -0.8109302162163288)],- n = 3}}),- ("Boss's Day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Orthodox Easter Sunday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("one twenty two",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("intersect",- Classifier{okData =- ClassData{prior = -0.44339892331178415,- unseen = -6.7464121285733745,- likelihoods =- HashMap.fromList- [("Navaratriyear (latent)", -6.052089168924417),- ("Father's Dayyear (latent)", -6.052089168924417),- ("Ramadanyear (latent)", -6.052089168924417),- ("<datetime> - <datetime> (interval)on <date>",- -4.799326200429049),- ("Bhai Doojyear (latent)", 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-6.052089168924417),- ("Chhathyear (latent)", -5.646624060816253),- ("Vasant Panchamiyear (latent)", -6.052089168924417),- ("Palm Sundayintersect", -6.052089168924417),- ("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",- -6.052089168924417),- ("Februaryintersect", -6.052089168924417),- ("Mother's Dayyear (latent)", -6.052089168924417),- ("Simchat Torahyear (latent)", -6.052089168924417),- ("Victoria Dayyear (latent)", -5.646624060816253)],- n = 319},- koData =- ClassData{prior = -1.0268064758045434, unseen = -6.343880434126331,- likelihoods =- HashMap.fromList- [("<time-of-day> - <time-of-day> (interval)on <date>",- -5.648974238161206),- ("hourday", -5.648974238161206),- ("<named-month> <day-of-month> (non ordinal)July",- -5.648974238161206),- ("dayhour", -3.2066272027920015),- ("daymonth", -3.56953269648137),- ("monthday", -5.243509130053042),- ("monthyear", -4.396211269665838),- ("<time-of-day> am|pmyear (latent)", -5.243509130053042),- ("Thai Pongalyear 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-3.857214768933151),- ("Sundayfrom|since|after <time-of-day>", -5.648974238161206),- ("week-endin <named-month>|year", -5.648974238161206),- ("Augustyear (latent)", -5.243509130053042),- ("Thursdayfrom <datetime> - <datetime> (interval)",- -5.243509130053042),- ("Thursdayfrom <time-of-day> - <time-of-day> (interval)",- -5.243509130053042),- ("mm/dd<time-of-day> - <time-of-day> (interval)",- -5.243509130053042),- ("tomorrowfrom <time-of-day> - <time-of-day> (interval)",- -5.648974238161206),- ("Sundayyear (latent)", -4.955827057601261),- ("Christmasat <time-of-day>", -5.648974238161206),- ("<duration> after|before|from <time>December",- -5.648974238161206),- ("yesterday<time-of-day> am|pm", -5.648974238161206),- ("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",- -4.732683506287051),- ("mm/ddyear (latent)", -5.648974238161206),- ("Thursday<time-of-day> - <time-of-day> (interval)",- -5.243509130053042),- ("<named-month> <day-of-month> (non ordinal)August",- -5.648974238161206),- ("until <time-of-day>on <date>", -4.955827057601261),- ("at <time-of-day>intersect", -5.243509130053042),- ("hh:mmyear (latent)", -4.550361949493096),- ("Holiyear (latent)", -5.648974238161206),- ("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",- -5.648974238161206),- ("dayminute", -3.164067588373206),- ("intersectSeptember", -4.144896841384932),- ("minuteday", -2.580921303027589),- ("absorption of , after named dayintersect",- -5.648974238161206),- ("Februaryin|during the <part-of-day>", -5.648974238161206),- ("hh:mmon <date>", -3.634071217618941),- ("Saturdayyear (latent)", -5.648974238161206),- ("from|since|after <time-of-day><time-of-day> am|pm",- -5.648974238161206),- ("absorption of , after named daySeptember",- -4.732683506287051),- ("Naraka Chaturdashiyear (latent)", -5.648974238161206),- ("on <date>September", -5.243509130053042),- ("at <time-of-day>on <date>", -5.243509130053042),- ("in <named-month>|yearyear (latent)", -5.648974238161206),- ("dayweek", -5.648974238161206),- ("Easter Sundayyear (latent)", -5.243509130053042),- ("Thursday<time-of-day> am|pm", -5.243509130053042),- ("absorption of , after named dayFebruary", -4.732683506287051),- ("July<integer> to|till|before <hour-of-day>",- -5.648974238161206),- ("tomorrowat <time-of-day>", -5.648974238161206),- ("<integer> to|till|before <hour-of-day>July",- -5.648974238161206),- ("Thursdayfrom|since|after <time-of-day>", -4.039536325727106),- ("tomorrow<time-of-day> am|pm", -5.648974238161206),- ("<named-month> <day-of-month> (non ordinal)year (latent)",- -4.955827057601261),- ("Diwaliyear (latent)", -5.243509130053042),- ("Tuesdayfrom|since|after <time-of-day>", -5.648974238161206),- ("Fridayyear (latent)", -5.243509130053042),- ("minuteyear", -4.396211269665838)],- n = 178}}),- ("one eleven",- Classifier{okData =- ClassData{prior = -1.3862943611198906,- unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -0.2876820724517809,- unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),- ("after lunch/work/school",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("early morning",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("in <number> (implicit minutes)",- Classifier{okData =- ClassData{prior = -1.2039728043259361,- unseen = -2.4849066497880004,- likelihoods =- HashMap.fromList- [("integer (numeric)", -0.3184537311185346),- ("integer (0..19)", -1.2992829841302609)],- n = 9},- koData =- ClassData{prior = -0.35667494393873245,- unseen = -3.1780538303479458,- likelihoods =- HashMap.fromList- [("integer (numeric)", -0.19105523676270922),- ("integer (0..19)", -1.749199854809259)],- n = 21}}),- ("<ordinal> <cycle> of <time>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.9444389791664407,- likelihoods =- HashMap.fromList- [("daymonth", -1.791759469228055),- ("ordinal (digits)quarter (grain)year (latent)",- -2.1972245773362196),- ("quarteryear", -2.1972245773362196),- ("ordinals (first..twentieth,thirtieth,...)day (grain)October",- -2.1972245773362196),- ("ordinal (digits)day (grain)this|last|next <cycle>",- -2.1972245773362196),- ("ordinals (first..twentieth,thirtieth,...)week (grain)intersect",- -2.1972245773362196),- ("weekmonth", -1.791759469228055),- ("ordinals (first..twentieth,thirtieth,...)week (grain)October",- -2.1972245773362196)],- n = 5},- koData =- ClassData{prior = -infinity, unseen = -2.1972245773362196,- likelihoods = HashMap.fromList [], n = 0}}),- ("year (grain)",- Classifier{okData =- ClassData{prior = 0.0, unseen = -3.332204510175204,- likelihoods = HashMap.fromList [("", 0.0)], n = 26},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("from <datetime> - <datetime> (interval)",- Classifier{okData =- ClassData{prior = -1.0116009116784799,- unseen = -3.6375861597263857,- likelihoods =- HashMap.fromList- [("minuteminute", -2.001480000210124),- ("<day-of-month> (ordinal)<day-of-month> (ordinal)",- -2.917770732084279),- ("hh:mmhh:mm", -2.001480000210124),- ("dayday", -2.512305623976115),- ("<named-month>|<named-day> <day-of-month> (ordinal)<day-of-month> (ordinal)",- -2.917770732084279),- ("<time-of-day> am|pmtime-of-day (latent)", -2.917770732084279),- ("hourhour", -2.512305623976115),- ("<time-of-day> am|pm<time-of-day> am|pm", -2.917770732084279)],- n = 8},- koData =- ClassData{prior = -0.45198512374305727,- unseen = -3.912023005428146,- likelihoods =- HashMap.fromList- [("hourday", -3.1986731175506815),- ("dayhour", -2.793208009442517),- ("<day-of-month> (ordinal)time-of-day (latent)",- -3.1986731175506815),- ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",- -3.1986731175506815),- ("hh:mmtime-of-day (latent)", -2.2823823856765264),- ("minuteminute", -2.793208009442517),- ("time-of-day (latent)time-of-day (latent)",- -2.793208009442517),- ("dayday", -3.1986731175506815),- ("hourhour", -2.505525936990736),- ("dayyear", -3.1986731175506815),- ("minutehour", -2.2823823856765264),- ("hh:mmintersect", -2.793208009442517),- ("<day-of-month> (ordinal)<day-of-month> (ordinal or number) <named-month>",- -3.1986731175506815),- ("time-of-day (latent)<time-of-day> am|pm",- -3.1986731175506815),- ("time-of-day (latent)<day-of-month> (ordinal or number) <named-month>",- -3.1986731175506815),- ("<named-month> <day-of-month> (non ordinal)time-of-day (latent)",- -3.1986731175506815)],- n = 14}}),- ("Saturday",- Classifier{okData =- ClassData{prior = -0.15415067982725836,- unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6},- koData =- ClassData{prior = -1.9459101490553135,- unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),- ("the <cycle> of <time>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.890371757896165,- likelihoods =- HashMap.fromList- [("week (grain)<named-month>|<named-day> <day-of-month> (ordinal)",- -1.7346010553881064),- ("weekmonth", -1.7346010553881064),- ("week (grain)October", -1.7346010553881064),- ("week (grain)<named-month> <day-of-month> (non ordinal)",- -1.7346010553881064),- ("weekday", -1.2237754316221157)],- n = 6},- koData =- ClassData{prior = -infinity, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [], n = 0}}),- ("number.number hours",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("from <time-of-day> - <time-of-day> (interval)",- Classifier{okData =- ClassData{prior = -0.6931471805599453,- unseen = -3.4339872044851463,- likelihoods =- HashMap.fromList- [("minuteminute", -1.6094379124341003),- ("hh:mmhh:mm", -1.6094379124341003),- ("<time-of-day> am|pmtime-of-day (latent)", -2.70805020110221),- ("hourhour", -2.3025850929940455),- ("hourminute", -2.3025850929940455),- ("time-of-day (latent)<time-of-day> sharp|exactly",- -2.70805020110221),- ("time-of-day (latent)hh:mm", -2.70805020110221),- ("<time-of-day> am|pm<time-of-day> am|pm", -2.70805020110221)],- n = 9},- koData =- ClassData{prior = -0.6931471805599453,- unseen = -3.4339872044851463,- likelihoods =- HashMap.fromList- [("hh:mmtime-of-day (latent)", -1.6094379124341003),- ("time-of-day (latent)time-of-day (latent)",- -2.0149030205422647),- ("hourhour", -1.791759469228055),- ("minutehour", -1.6094379124341003),- ("time-of-day (latent)<time-of-day> am|pm", -2.70805020110221)],- n = 9}}),- ("integer 21..99",- Classifier{okData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0},- koData =- ClassData{prior = 0.0, unseen = -1.9459101490553135,- likelihoods =- HashMap.fromList- [("integer (numeric)integer (numeric)", -0.6931471805599453),- ("integer (20..90)integer (0..19)", -0.6931471805599453)],- n = 4}}),- ("Tisha B'Av",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("yyyy-mm-dd",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("year (latent)",- Classifier{okData =- ClassData{prior = -0.14892327639210656,- unseen = -4.955827057601261,- likelihoods =- HashMap.fromList- [("integer (numeric)", -4.348511193973878e-2),- ("intersect 2 numbers", -3.5624655292582776)],- n = 137},- koData =- ClassData{prior = -1.9778617488619157, unseen = -3.295836866004329,- likelihoods =- HashMap.fromList- [("integer (numeric)", -1.3121863889661687),- ("negative numbers", -0.6190392084062235),- ("compose by multiplication", -1.8718021769015913)],- n = 22}}),- ("mm/dd/yyyy",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Civic Holiday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Memorial Day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Monday",- Classifier{okData =- ClassData{prior = -0.3483066942682157, unseen = -2.639057329615259,- likelihoods = HashMap.fromList [("", 0.0)], n = 12},- koData =- ClassData{prior = -1.2237754316221157,- unseen = -1.9459101490553135,- likelihoods = HashMap.fromList [("", 0.0)], n = 5}}),- ("yesterday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.9459101490553135,- likelihoods = HashMap.fromList [("", 0.0)], n = 5},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<ordinal> quarter <year>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.9459101490553135,- likelihoods =- HashMap.fromList- [("ordinal (digits)quarter (grain)year (latent)",- -0.6931471805599453),- ("quarteryear", -0.6931471805599453)],- n = 2},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("hh:mm:ss",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Hanukkah",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<hour-of-day> <integer>",- Classifier{okData =- ClassData{prior = -0.40546510810816444,- unseen = -2.1972245773362196,- likelihoods =- HashMap.fromList- [("at <time-of-day>integer (20..90)", -1.3862943611198906),- ("hour", -0.9808292530117262),- ("at <time-of-day>integer (numeric)", -1.3862943611198906)],- n = 2},- koData =- ClassData{prior = -1.0986122886681098,- unseen = -1.9459101490553135,- likelihoods =- HashMap.fromList- [("about|exactly <time-of-day>integer (numeric)",- -1.0986122886681098),- ("hour", -1.0986122886681098)],- n = 1}}),- ("Labour Day",- Classifier{okData =- ClassData{prior = -0.2876820724517809,- unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -1.3862943611198906,- unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),- ("nth <time> of <time>",- Classifier{okData =- ClassData{prior = -0.4700036292457356, unseen = -2.833213344056216,- likelihoods =- HashMap.fromList- [("daymonth", -0.9808292530117262),- ("ordinals (first..twentieth,thirtieth,...)Tuesdayintersect",- -2.0794415416798357),- ("ordinals (first..twentieth,thirtieth,...)Wednesdayintersect",- -1.6739764335716716),- ("ordinals (first..twentieth,thirtieth,...)TuesdayOctober",- -1.6739764335716716)],- n = 5},- koData =- ClassData{prior = -0.9808292530117262,- unseen = -2.5649493574615367,- likelihoods =- HashMap.fromList- [("daymonth", -1.0986122886681098),- ("ordinals (first..twentieth,thirtieth,...)TuesdaySeptember",- -1.791759469228055),- ("ordinals (first..twentieth,thirtieth,...)WednesdayOctober",- -1.3862943611198906)],- n = 3}}),- ("Valentine's Day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("April",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.9459101490553135,- likelihoods = HashMap.fromList [("", 0.0)], n = 5},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Maha Saptami",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Discovery Day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("end of month",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.4849066497880004,- likelihoods = HashMap.fromList [("", 0.0)], n = 10},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("week (grain)",- Classifier{okData =- ClassData{prior = -4.0821994520255166e-2,- unseen = -4.304065093204169,- likelihoods = HashMap.fromList [("", 0.0)], n = 72},- koData =- ClassData{prior = -3.2188758248682006,- unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),- ("<part-of-day> of <time>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -3.0910424533583156,- likelihoods =- HashMap.fromList- [("part of daysintersect by \",\", \"of\", \"from\", \"'s\"",- -2.3513752571634776),- ("part of daysintersect", -2.3513752571634776),- ("hourday", -0.9650808960435872),- ("part of daysthe <day-of-month> (ordinal)",- -2.3513752571634776),- ("part of daysthe <day-of-month> (number)",- -2.3513752571634776),- ("part of daysthis <time>", -2.3513752571634776),- ("part of daysChristmas", -1.9459101490553135)],- n = 7},- koData =- ClassData{prior = -infinity, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [], n = 0}}),- ("six thirty six a.m.",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.0794415416798357,- likelihoods =- HashMap.fromList- [("integer (numeric)", -1.252762968495368),- ("one twenty two", -0.8472978603872037),- ("one eleven", -1.252762968495368)],- n = 4},- koData =- ClassData{prior = -infinity, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [], n = 0}}),- ("Shrove Tuesday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("now",- Classifier{okData =- ClassData{prior = -0.15415067982725836,- unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6},- koData =- ClassData{prior = -1.9459101490553135,- unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),- ("<day-of-month> (ordinal or number) of <named-month>",- Classifier{okData =- ClassData{prior = -0.13353139262452263,- unseen = -3.0910424533583156,- likelihoods =- HashMap.fromList- [("ordinal (digits)July", -2.3513752571634776),- ("ordinals (first..twentieth,thirtieth,...)March",- -2.3513752571634776),- ("ordinal (digits)February", -2.3513752571634776),- ("integer (numeric)February", -1.9459101490553135),- ("month", -0.9650808960435872),- ("ordinal (digits)March", -2.3513752571634776),- ("integer (numeric)July", -2.3513752571634776)],- n = 7},- koData =- ClassData{prior = -2.0794415416798357,- unseen = -2.3025850929940455,- likelihoods =- HashMap.fromList- [("ordinal (digits)February", -1.5040773967762742),- ("month", -1.5040773967762742)],- n = 1}}),- ("this <part-of-day>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.1972245773362196,- likelihoods =- HashMap.fromList- [("hour", -0.6931471805599453),- ("part of days", -0.6931471805599453)],- n = 3},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("Kaanum Pongal",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Yom Kippur",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("The Twelfth",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("powers of tens",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Friday",- Classifier{okData =- ClassData{prior = -0.3677247801253174,- unseen = -2.3978952727983707,- likelihoods = HashMap.fromList [("", 0.0)], n = 9},- koData =- ClassData{prior = -1.1786549963416462, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),- ("in|during the <part-of-day>",- Classifier{okData =- ClassData{prior = -8.701137698962981e-2,- unseen = -3.258096538021482,- likelihoods =- HashMap.fromList- [("early morning", -2.5257286443082556),- ("hour", -0.7339691750802004),- ("part of days", -0.8209805520698302)],- n = 11},- koData =- ClassData{prior = -2.4849066497880004, unseen = -1.791759469228055,- likelihoods =- HashMap.fromList- [("hour", -0.916290731874155),- ("part of days", -0.916290731874155)],- n = 1}}),- ("tomorrow",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.9444389791664407,- likelihoods = HashMap.fromList [("", 0.0)], n = 17},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("hh(:mm) - <time-of-day> am|pm",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.70805020110221,- likelihoods =- HashMap.fromList- [("time-of-day (latent)", -0.6931471805599453),- ("hour", -0.6931471805599453)],- n = 6},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("Groundhog Day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("this|last|next <cycle>",- Classifier{okData =- ClassData{prior = -7.503518594291408e-2,- unseen = -5.10594547390058,- likelihoods =- HashMap.fromList- [("week", -1.1295745142720766),- ("month (grain)", -2.797281334830153),- ("year (grain)", -2.5349170703626616),- ("week (grain)", -1.1295745142720766),- ("quarter", -3.4904285153900982), ("year", -2.5349170703626616),- ("month", -2.797281334830153),- ("quarter (grain)", -3.4904285153900982)],- n = 77},- koData =- ClassData{prior = -2.627081138568543, unseen = -3.1354942159291497,- likelihoods =- HashMap.fromList- [("week", -1.4816045409242156),- ("week (grain)", -1.4816045409242156),- ("day", -1.9924301646902063),- ("day (grain)", -1.9924301646902063)],- n = 6}}),- ("Mother's Day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Simchat Torah",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Victoria Day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("New Year's Eve",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("the <ordinal> <cycle> of <time>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList- [("ordinal (digits)quarter (grain)year (latent)",- -0.6931471805599453),- ("quarteryear", -0.6931471805599453)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("Raksha Bandhan",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Ashura",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Palm Sunday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Eid al-Adha",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("by <time>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.70805020110221,- likelihoods =- HashMap.fromList- [("noon|midnight|EOD|end of day", -1.9459101490553135),- ("time-of-day (latent)", -1.9459101490553135),- ("<time-of-day> am|pm", -1.9459101490553135),- ("hh:mm", -1.9459101490553135), ("hour", -1.540445040947149),- ("minute", -1.540445040947149)],- n = 4},- koData =- ClassData{prior = -infinity, unseen = -1.9459101490553135,- likelihoods = HashMap.fromList [], n = 0}}),- ("half an hour",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.9459101490553135,- likelihoods = HashMap.fromList [("", 0.0)], n = 5},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("the <day-of-month> (ordinal)",- Classifier{okData =- ClassData{prior = -0.2876820724517809,- unseen = -2.4849066497880004,- likelihoods =- HashMap.fromList- [("ordinals (first..twentieth,thirtieth,...)",- -1.7047480922384253),- ("ordinal (digits)", -0.2006706954621511)],- n = 9},- koData =- ClassData{prior = -1.3862943611198906, unseen = -1.791759469228055,- likelihoods =- HashMap.fromList- [("ordinals (first..twentieth,thirtieth,...)",- -0.916290731874155),- ("ordinal (digits)", -0.5108256237659907)],- n = 3}}),- ("last weekend of <named-month>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.639057329615259,- likelihoods =- HashMap.fromList- [("October", -0.9555114450274363), ("July", -1.8718021769015913),- ("month", -0.7731898882334817)],- n = 5},- koData =- ClassData{prior = -infinity, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [], n = 0}}),- ("the <day-of-month> (number)",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Lag BaOmer",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("fractional number",- Classifier{okData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0},- koData =- ClassData{prior = 0.0, unseen = -2.9444389791664407,- likelihoods = HashMap.fromList [("", 0.0)], n = 17}}),- ("Sunday",- Classifier{okData =- ClassData{prior = -0.262364264467491, unseen = -2.4849066497880004,- likelihoods = HashMap.fromList [("", 0.0)], n = 10},- koData =- ClassData{prior = -1.466337068793427, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),- ("Chinese New Year",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.9459101490553135,- likelihoods = HashMap.fromList [("", 0.0)], n = 5},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("February",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.70805020110221,- likelihoods = HashMap.fromList [("", 0.0)], n = 13},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("minute (grain)",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.833213344056216,- likelihoods = HashMap.fromList [("", 0.0)], n = 15},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("last|this|next <season>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("the <ordinal> quarter",- Classifier{okData =- ClassData{prior = -0.6931471805599453,- unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList- [("ordinal (digits)quarter (grain)", -0.6931471805599453),- ("quarter", -0.6931471805599453)],- n = 1},- koData =- ClassData{prior = -0.6931471805599453,- unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList- [("ordinal (digits)quarter (grain)", -0.6931471805599453),- ("quarter", -0.6931471805599453)],- n = 1}}),- ("time-of-day (latent)",- Classifier{okData =- ClassData{prior = -0.5699145401359973, unseen = -4.290459441148391,- likelihoods =- HashMap.fromList- [("integer (numeric)", -0.11778303565638351),- ("integer (0..19)", -2.330755969960742)],- n = 69},- koData =- ClassData{prior = -0.8337291311811348, unseen = -4.04305126783455,- likelihoods =- HashMap.fromList- [("integer (numeric)", -9.352605801082348e-2),- ("integer (0..19)", -2.9267394020670396),- ("integer 21..99", -3.332204510175204)],- n = 53}}),- ("beginning of year",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("last <day-of-week> of <time>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.3978952727983707,- likelihoods =- HashMap.fromList- [("daymonth", -0.916290731874155),- ("SundayMarch", -1.6094379124341003),- ("MondayMarch", -1.6094379124341003),- ("Sundayintersect", -1.6094379124341003)],- n = 3},- koData =- ClassData{prior = -infinity, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [], n = 0}}),- ("<integer> <unit-of-duration>",- Classifier{okData =- ClassData{prior = -0.13858616328614667,- unseen = -5.147494476813453,- likelihoods =- HashMap.fromList- [("week", -2.5026062268874014),- ("integer (0..19)year (grain)", -3.062222014822824),- ("integer (numeric)day (grain)", -2.743768283704289),- ("integer (0..19)second (grain) ", -3.7553691953827695),- ("integer (0..19)hour (grain)", -3.062222014822824),- ("second", -3.349904087274605),- ("integer (numeric)second (grain) ", -4.04305126783455),- ("integer (numeric)year (grain)", -3.349904087274605),- ("day", -2.4336133554004498), ("year", -2.576714199041123),- ("integer (numeric)week (grain)", -3.062222014822824),- ("integer (0..19)month (grain)", -3.5322256440685593),- ("hour", -2.6567569067146595), ("month", -3.1957534074473464),- ("integer (numeric)minute (grain)", -3.1957534074473464),- ("integer (0..19)minute (grain)", -3.062222014822824),- ("integer (numeric)month (grain)", -4.04305126783455),- ("minute", -2.5026062268874014),- ("integer (numeric)hour (grain)", -3.5322256440685593),- ("integer (0..19)day (grain)", -3.5322256440685593),- ("integer (0..19)week (grain)", -3.1957534074473464)],- n = 74},- koData =- ClassData{prior = -2.044755983691946, unseen = -3.828641396489095,- likelihoods =- HashMap.fromList- [("quarter", -3.1135153092103742), ("hour", -1.4087672169719492),- ("integer (numeric)hour (grain)", -1.4087672169719492),- ("integer (0..19)quarter (grain)", -3.1135153092103742)],- n = 11}}),- ("hhmm (latent)",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<time-of-day> am|pm",- Classifier{okData =- ClassData{prior = -0.2876820724517809, unseen = -5.342334251964811,- likelihoods =- HashMap.fromList- [("integer after|past <hour-of-day>", -3.951243718581427),- ("at <time-of-day>", -2.202043863772168),- ("from|since|after <time-of-day>", -3.7281001672672174),- ("<time-of-day> o'clock", -4.238925791033208),- ("half after|past <hour-of-day>", -4.238925791033208),- ("time-of-day (latent)", -1.7266201670570935),- ("hhmm (latent)", -4.6443908991413725),- ("hh:mm", -2.293015641977895),- ("quarter after|past <hour-of-day>", -4.6443908991413725),- ("about|exactly <time-of-day>", -4.6443908991413725),- ("until <time-of-day>", -3.951243718581427),- ("hour", -1.2104036946562264),- ("<time-of-day> sharp|exactly", -4.6443908991413725),- ("minute", -1.754019141245208)],- n = 96},- koData =- ClassData{prior = -1.3862943611198906, unseen = -4.394449154672439,- likelihoods =- HashMap.fromList- [("<integer> to|till|before <hour-of-day>", -3.283414346005772),- ("from|since|after <time-of-day>", -3.283414346005772),- ("<hour-of-day> <integer>", -3.6888794541139363),- ("time-of-day (latent)", -1.0498221244986778),- ("hour", -1.0147308046874075), ("minute", -2.772588722239781)],- n = 32}}),- ("Yom Ha'atzmaut",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("from <day-of-month> (ordinal or number) to <day-of-month> (ordinal or number) <named-month> (interval)",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.0794415416798357,- likelihoods =- HashMap.fromList- [("ordinal (digits)ordinal (digits)July", -1.252762968495368),- ("integer (numeric)integer (numeric)July", -1.252762968495368),- ("month", -0.8472978603872037)],- n = 2},- koData =- ClassData{prior = -infinity, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [], n = 0}}),- ("Thiru Onam",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Thai Pongal",- Classifier{okData =- ClassData{prior = -0.5596157879354228, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},- koData =- ClassData{prior = -0.8472978603872037,- unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),- ("Vijayadashami",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Thanksgiving Day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.5649493574615367,- likelihoods = HashMap.fromList [("", 0.0)], n = 11},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("part of <named-month>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.1972245773362196,- likelihoods =- HashMap.fromList- [("March", -0.6931471805599453), ("month", -0.6931471805599453)],- n = 3},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("a <unit-of-duration>",- Classifier{okData =- ClassData{prior = -0.5306282510621704,- unseen = -3.5553480614894135,- likelihoods =- HashMap.fromList- [("week", -2.1400661634962708),- ("year (grain)", -2.4277482359480516),- ("second", -2.833213344056216),- ("week (grain)", -2.1400661634962708),- ("day", -2.1400661634962708),- ("minute (grain)", -2.833213344056216),- ("year", -2.4277482359480516),- ("second (grain) ", -2.833213344056216),- ("minute", -2.833213344056216),- ("day (grain)", -2.1400661634962708)],- n = 10},- koData =- ClassData{prior = -0.8873031950009028, unseen = -3.367295829986474,- likelihoods =- HashMap.fromList- [("hour (grain)", -1.7227665977411035),- ("quarter", -1.9459101490553135), ("hour", -1.7227665977411035),- ("quarter (grain)", -1.9459101490553135)],- n = 7}}),- ("at the beginning|end of <year>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.3978952727983707,- likelihoods =- HashMap.fromList- [("year (latent)", -0.6931471805599453),- ("year", -0.6931471805599453)],- n = 4},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("Dhanteras",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Tu BiShvat",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Whit Monday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("hh:mm",- Classifier{okData =- ClassData{prior = -5.6352936551131744e-2,- unseen = -4.2626798770413155,- likelihoods = HashMap.fromList [("", 0.0)], n = 69},- koData =- ClassData{prior = -2.9041650800285006, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),- ("Holi",- Classifier{okData =- ClassData{prior = -0.2876820724517809,- unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -1.3862943611198906,- unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),- ("Rosh Hashanah",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Holika Dahan",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("quarter of an hour",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("second (grain) ",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("ordinals (first..twentieth,thirtieth,...)",- Classifier{okData =- ClassData{prior = -0.1941560144409575, unseen = -2.772588722239781,- likelihoods = HashMap.fromList [("", 0.0)], n = 14},- koData =- ClassData{prior = -1.7346010553881064,- unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),- ("Mawlid",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Jumu'atul-Wida",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("quarter after|past <hour-of-day>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList- [("time-of-day (latent)", -0.6931471805599453),- ("hour", -0.6931471805599453)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("the <cycle> after|before <time>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.0794415416798357,- likelihoods =- HashMap.fromList- [("day (grain)tomorrow", -1.252762968495368),- ("dayday", -0.8472978603872037),- ("day (grain)yesterday", -1.252762968495368)],- n = 2},- koData =- ClassData{prior = -infinity, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [], n = 0}}),- ("about|exactly <time-of-day>",- Classifier{okData =- ClassData{prior = -0.15415067982725836,- unseen = -3.6109179126442243,- likelihoods =- HashMap.fromList- [("week", -1.791759469228055),- ("hh(:mm) - <time-of-day> am|pm", -2.890371757896165),- ("this|last|next <cycle>", -1.791759469228055),- ("day", -2.4849066497880004),- ("time-of-day (latent)", -2.890371757896165),- ("hhmm (latent)", -2.4849066497880004),- ("<time-of-day> am|pm", -2.890371757896165),- ("hour", -2.1972245773362196),- ("next <time>", -2.890371757896165),- ("this|next <day-of-week>", -2.890371757896165),- ("minute", -2.4849066497880004)],- n = 12},- koData =- ClassData{prior = -1.9459101490553135, unseen = -2.833213344056216,- likelihoods =- HashMap.fromList- [("mm/dd", -2.0794415416798357), ("day", -2.0794415416798357),- ("time-of-day (latent)", -2.0794415416798357),- ("hour", -2.0794415416798357)],- n = 2}}),- ("Sukkot",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<day> in <duration>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.4849066497880004,- likelihoods =- HashMap.fromList- [("monthyear", -1.2992829841302609),- ("Marcha <unit-of-duration>", -1.7047480922384253),- ("March<integer> <unit-of-duration>", -1.7047480922384253),- ("Vijayadashami<integer> <unit-of-duration>",- -1.7047480922384253),- ("dayyear", -1.7047480922384253)],- n = 3},- koData =- ClassData{prior = -infinity, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [], n = 0}}),- ("World Vegan Day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("intersect by \",\", \"of\", \"from\", \"'s\"",- Classifier{okData =- ClassData{prior = -0.46262352194811296,- unseen = -5.099866427824199,- likelihoods =- HashMap.fromList- [("Wednesday<named-month> <day-of-month> (non ordinal)",- -4.400603020246817),- ("dayhour", -3.147840051751449),- ("daymonth", -3.147840051751449),- ("<named-month> <day-of-month> (non ordinal)Friday",- -4.400603020246817),- ("Friday<named-month> <day-of-month> (non ordinal)",- -3.7074558396868715),- ("Wednesdayintersect", -4.400603020246817),- ("Black Fridaythis|last|next <cycle>", -4.400603020246817),- ("Labour Daythis|last|next <cycle>", -4.400603020246817),- ("<part-of-day> of <time>February", -4.400603020246817),- ("Saturday<time-of-day> am|pm", -4.400603020246817),- ("Martin Luther King's Daythis|last|next <cycle>",- -3.9951379121386528),- ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",- -4.400603020246817),- ("on <date><time-of-day> am|pm", -4.400603020246817),- ("hourmonth", -4.400603020246817),- ("dayday", -2.5288008433452256),- ("the <day-of-month> (ordinal)February", -3.9951379121386528),- ("WednesdayOctober", -4.400603020246817),- ("Wednesdaythis|last|next <cycle>", -3.9951379121386528),- ("intersect<named-month> <day-of-month> (non ordinal)",- -3.484312288372662),- ("dayyear", -2.791165107812717),- ("Saturday<named-month> <day-of-month> (non ordinal)",- -4.400603020246817),- ("Thursdayhh:mm", -3.9951379121386528),- ("Thanksgiving Daythis|last|next <cycle>", -4.400603020246817),- ("on <date><named-month> <day-of-month> (non ordinal)",- -3.9951379121386528),- ("TuesdayOctober", -4.400603020246817),- ("the <day-of-month> (ordinal)March", -4.400603020246817),- ("Mondaythis|last|next <cycle>", -4.400603020246817),- ("Fridayintersect by \",\", \"of\", \"from\", \"'s\"",- -4.400603020246817),- ("Fridayintersect", -4.400603020246817),- ("Thursday<datetime> - <datetime> (interval)",- -3.7074558396868715),- ("Thursday<time-of-day> - <time-of-day> (interval)",- -3.484312288372662),- ("Tuesdaythis|last|next <cycle>", -4.400603020246817),- ("Sunday<named-month> <day-of-month> (non ordinal)",- -4.400603020246817),- ("dayminute", -3.0143086591269266),- ("minuteday", -3.484312288372662),- ("this|last|next <cycle>Sunday", -4.400603020246817),- ("intersectyear (latent)", -4.400603020246817),- ("Sundaythis|last|next <cycle>", -4.400603020246817),- ("weekday", -4.400603020246817),- ("dayweek", -3.3019907315787074),- ("Thursday<time-of-day> am|pm", -4.400603020246817),- ("Monday<named-month> <day-of-month> (non ordinal)",- -3.9951379121386528),- ("<named-month> <day-of-month> (non ordinal)year (latent)",- -3.9951379121386528)],- n = 51},- koData =- ClassData{prior = -0.9932517730102834, unseen = -4.804021044733257,- likelihoods =- HashMap.fromList- [("week-endJuly", -4.102643365036796),- ("week-endOctober", -3.4094961844768505),- ("daymonth", -1.9054187877005764),- ("TuesdaySeptember", -4.102643365036796),- ("Wednesdayintersect", -4.102643365036796),- ("hourmonth", -3.004031076368686),- ("Fridaythis|last|next <cycle>", -4.102643365036796),- ("SundayFebruary", -4.102643365036796),- ("WednesdayOctober", -4.102643365036796),- ("week-endintersect", -4.102643365036796),- ("dayyear", -4.102643365036796),- ("FridayJuly", -3.6971782569286313),- ("FridaySeptember", -4.102643365036796),- ("WednesdayFebruary", -4.102643365036796),- ("minutemonth", -3.186352633162641),- ("SundayMarch", -4.102643365036796),- ("MondayFebruary", -3.6971782569286313),- ("Fridayintersect", -4.102643365036796),- ("Thursday<time-of-day> - <time-of-day> (interval)",- -3.6971782569286313),- ("dayminute", -3.4094961844768505),- ("SaturdaySeptember", -4.102643365036796),- ("intersectSeptember", -3.186352633162641),- ("MondayMarch", -4.102643365036796),- ("on <date>September", -3.6971782569286313),- ("Tuesdayintersect", -4.102643365036796),- ("Sundayintersect", -4.102643365036796)],- n = 30}}),- ("last <time>",- Classifier{okData =- ClassData{prior = -0.5306282510621704,- unseen = -3.4965075614664802,- likelihoods =- HashMap.fromList- [("Father's Day", -2.772588722239781),- ("Martin Luther King's Day", -2.772588722239781),- ("Mother's Day", -2.772588722239781),- ("day", -1.1631508098056809), ("Sunday", -2.772588722239781),- ("Chinese New Year", -2.367123614131617),- ("Thanksgiving Day", -2.772588722239781),- ("Easter Sunday", -2.772588722239781),- ("hour", -2.772588722239781), ("Tuesday", -2.772588722239781),- ("week-end", -2.772588722239781)],- n = 10},- koData =- ClassData{prior = -0.8873031950009028, unseen = -3.295836866004329,- likelihoods =- HashMap.fromList- [("Monday", -2.5649493574615367), ("day", -2.159484249353372),- ("Sunday", -2.5649493574615367), ("hour", -1.466337068793427),- ("week-end", -1.466337068793427)],- n = 7}}),- ("March",- Classifier{okData =- ClassData{prior = 0.0, unseen = -3.044522437723423,- likelihoods = HashMap.fromList [("", 0.0)], n = 19},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<named-month>|<named-day> <day-of-month> (ordinal)",- Classifier{okData =- ClassData{prior = -0.2231435513142097, unseen = -3.258096538021482,- likelihoods =- HashMap.fromList- [("Octoberordinal (digits)", -2.120263536200091),- ("Thursdayordinal (digits)", -2.5257286443082556),- ("day", -2.120263536200091),- ("Augustordinal (digits)", -2.5257286443082556),- ("Marchordinals (first..twentieth,thirtieth,...)",- -2.120263536200091),- ("Tuesdayordinal (digits)", -2.5257286443082556),- ("month", -1.2729656758128873),- ("Marchordinal (digits)", -2.5257286443082556)],- n = 8},- koData =- ClassData{prior = -1.6094379124341003, unseen = -2.639057329615259,- likelihoods =- HashMap.fromList- [("from|since|after <time-of-day>ordinal (digits)",- -1.8718021769015913),- ("Augustordinal (digits)", -1.8718021769015913),- ("month", -1.466337068793427)],- n = 2}}),- ("Clean Monday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<day-of-month> (ordinal)",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.9459101490553135,- likelihoods = HashMap.fromList [("ordinal (digits)", 0.0)], n = 5},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Easter Sunday",- Classifier{okData =- ClassData{prior = -0.2876820724517809,- unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6},- koData =- ClassData{prior = -1.3862943611198906,- unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),- ("Christmas",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.4849066497880004,- likelihoods = HashMap.fromList [("", 0.0)], n = 10},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("until <time-of-day>",- Classifier{okData =- ClassData{prior = -0.9808292530117262, unseen = -3.044522437723423,- likelihoods =- HashMap.fromList- [("time-of-day (latent)", -2.3025850929940455),- ("<time-of-day> am|pm", -1.6094379124341003),- ("hh:mm", -1.8971199848858813), ("hour", -1.8971199848858813),- ("minute", -1.3862943611198906)],- n = 6},- koData =- ClassData{prior = -0.4700036292457356, unseen = -3.367295829986474,- likelihoods =- HashMap.fromList- [("intersect", -1.7227665977411035),- ("yesterday", -2.2335922215070942),- ("day", -2.2335922215070942), ("hh:mm", -1.7227665977411035),- ("hour", -2.639057329615259), ("minute", -1.252762968495368)],- n = 10}}),- ("mm.dd.yyyy",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Isra and Mi'raj",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<duration> after|before|from <time>",- Classifier{okData =- ClassData{prior = -0.3184537311185346,- unseen = -3.5263605246161616,- likelihoods =- HashMap.fromList- [("a <unit-of-duration>now", -2.803360380906535),- ("a <unit-of-duration>Christmas", -2.803360380906535),- ("dayday", -2.803360380906535),- ("<integer> <unit-of-duration>today", -2.803360380906535),- ("daysecond", -2.803360380906535),- ("a <unit-of-duration>right now", -2.803360380906535),- ("minutenograin", -2.803360380906535),- ("<integer> <unit-of-duration>Christmas", -2.803360380906535),- ("<integer> <unit-of-duration>Easter Sunday",- -2.803360380906535),- ("secondnograin", -2.803360380906535),- ("yearday", -2.1102132003465894),- ("daynograin", -2.803360380906535),- ("<integer> <unit-of-duration>now", -2.3978952727983707)],- n = 8},- koData =- ClassData{prior = -1.2992829841302609,- unseen = -3.1780538303479458,- likelihoods =- HashMap.fromList- [("dayhour", -2.4423470353692043),- ("<integer> <unit-of-duration><day-of-month> (ordinal)",- -2.4423470353692043),- ("dayday", -2.03688192726104),- ("<integer> <unit-of-duration>time-of-day (latent)",- -2.4423470353692043),- ("<integer> <unit-of-duration><day-of-month> (ordinal or number) <named-month>",- -2.4423470353692043)],- n = 3}}),- ("<day-of-month> (ordinal or number) of <month>",- Classifier{okData =- ClassData{prior = -8.004270767353637e-2,- unseen = -3.5263605246161616,- likelihoods =- HashMap.fromList- [("ordinal (digits)July", -2.803360380906535),- ("ordinals (first..twentieth,thirtieth,...)March",- -2.803360380906535),- ("ordinal (digits)this|last|next <cycle>", -2.1102132003465894),- ("integer (numeric)this|last|next <cycle>",- -2.3978952727983707),- ("ordinal (digits)February", -2.803360380906535),- ("integer (numeric)February", -2.3978952727983707),- ("month", -0.9315582040049435),- ("ordinal (digits)March", -2.803360380906535),- ("integer (numeric)July", -2.803360380906535)],- n = 12},- koData =- ClassData{prior = -2.5649493574615367,- unseen = -2.4849066497880004,- likelihoods =- HashMap.fromList- [("ordinal (digits)February", -1.7047480922384253),- ("month", -1.7047480922384253)],- n = 1}}),- ("decimal number",- Classifier{okData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0},- koData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),- ("Labour Day weekend",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Naraka Chaturdashi",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("beginning of month",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("next <time>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -3.6888794541139363,- likelihoods =- HashMap.fromList- [("Martin Luther King's Day", -2.9704144655697013),- ("Halloween", -2.9704144655697013),- ("Wednesday", -2.9704144655697013),- ("Boss's Day", -2.9704144655697013),- ("Memorial Day", -2.9704144655697013),- ("Monday", -2.9704144655697013),- ("Discovery Day", -2.9704144655697013),- ("Mother's Day", -2.9704144655697013),- ("day", -1.0986122886681098),- ("Thanksgiving Day", -2.9704144655697013),- ("March", -2.9704144655697013), ("month", -2.9704144655697013),- ("Tuesday", -2.277267285009756)],- n = 13},- koData =- ClassData{prior = -infinity, unseen = -2.639057329615259,- likelihoods = HashMap.fromList [], n = 0}}),- ("<time-of-day> sharp|exactly",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.890371757896165,- likelihoods =- HashMap.fromList- [("at <time-of-day>", -2.1400661634962708),- ("time-of-day (latent)", -2.1400661634962708),- ("hhmm (latent)", -2.1400661634962708),- ("<time-of-day> am|pm", -2.1400661634962708),- ("hh:mm", -2.1400661634962708), ("hour", -1.7346010553881064),- ("minute", -1.4469189829363254)],- n = 5},- koData =- ClassData{prior = -infinity, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [], n = 0}}),- ("in <named-month>|year",- Classifier{okData =- ClassData{prior = -0.2876820724517809,- unseen = -3.1780538303479458,- likelihoods =- HashMap.fromList- [("October", -2.4423470353692043),- ("year (latent)", -1.0560526742493137),- ("year", -1.0560526742493137), ("March", -2.4423470353692043),- ("month", -2.03688192726104)],- n = 9},- koData =- ClassData{prior = -1.3862943611198906,- unseen = -2.4849066497880004,- likelihoods =- HashMap.fromList- [("October", -1.2992829841302609),- ("year (latent)", -1.7047480922384253),- ("year", -1.7047480922384253), ("month", -1.2992829841302609)],- n = 3}}),- ("Islamic New Year",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Lent",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("negative numbers",- Classifier{okData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0},- koData =- ClassData{prior = 0.0, unseen = -3.332204510175204,- likelihoods =- HashMap.fromList- [("integer (numeric)", -7.696104113612832e-2),- ("integer (0..19)", -2.6026896854443837)],- n = 25}}),- ("about|exactly <duration>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList- [("half an hour", -0.6931471805599453),- ("minute", -0.6931471805599453)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("<time> before last|after next",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.639057329615259,- likelihoods =- HashMap.fromList- [("Wednesday", -1.8718021769015913),- ("Friday", -1.466337068793427), ("day", -1.1786549963416462),- ("March", -1.8718021769015913), ("month", -1.8718021769015913)],- n = 4},- koData =- ClassData{prior = -infinity, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [], n = 0}}),- ("by the end of <time>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList- [("this|last|next <cycle>", -0.6931471805599453),- ("month", -0.6931471805599453)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("hhmm (military) am|pm",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<datetime> - <datetime> (interval)",- Classifier{okData =- ClassData{prior = -0.3794896217049037, unseen = -4.304065093204169,- likelihoods =- HashMap.fromList- [("intersecthh:mm", -3.1918471524802814),- ("intersect<time-of-day> am|pm", -3.1918471524802814),- ("minuteminute", -1.457246097092175),- ("hh:mmhh:mm", -2.093234863812172),- ("dayday", -3.1918471524802814),- ("hourhour", -2.093234863812172),- ("<named-month> <day-of-month> (non ordinal)<named-month> <day-of-month> (non ordinal)",- -3.1918471524802814),- ("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",- -3.1918471524802814),- ("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",- -3.597312260588446),- ("from|since|after <time-of-day><time-of-day> am|pm",- -3.597312260588446),- ("<time-of-day> am|pm<time-of-day> am|pm", -2.681021528714291),- ("from|since|after <time-of-day>hh:mm", -2.681021528714291)],- n = 26},- koData =- ClassData{prior = -1.1526795099383855, unseen = -3.828641396489095,- likelihoods =- HashMap.fromList- [("<named-month> <day-of-month> (non ordinal)July",- -3.1135153092103742),- ("daymonth", -2.70805020110221),- ("from|since|after <time-of-day>intersect", -2.70805020110221),- ("<time-of-day> am|pmintersect", -3.1135153092103742),- ("hh:mm<time-of-day> am|pm", -2.70805020110221),- ("minuteminute", -1.8607523407150064),- ("hourhour", -2.70805020110221),- ("minutehour", -2.70805020110221),- ("hh:mmintersect", -2.1972245773362196),- ("<named-month> <day-of-month> (non ordinal)August",- -3.1135153092103742),- ("about|exactly <time-of-day><time-of-day> am|pm",- -3.1135153092103742)],- n = 12}}),- ("Tuesday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.639057329615259,- likelihoods = HashMap.fromList [("", 0.0)], n = 12},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("New Year's Day",- Classifier{okData =- ClassData{prior = -1.6094379124341003,- unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -0.2231435513142097,- unseen = -2.3025850929940455,- likelihoods = HashMap.fromList [("", 0.0)], n = 8}}),- ("fortnight",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<integer> and an half hour",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("National Patriots' Day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Laylat al-Qadr",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Boghi",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("at the beginning|end of <named-month>",- Classifier{okData =- ClassData{prior = -0.2231435513142097,- unseen = -2.5649493574615367,- likelihoods =- HashMap.fromList- [("January", -1.3862943611198906),- ("April", -1.3862943611198906), ("month", -0.8754687373538999)],- n = 4},- koData =- ClassData{prior = -1.6094379124341003,- unseen = -1.9459101490553135,- likelihoods =- HashMap.fromList- [("October", -1.0986122886681098),- ("month", -1.0986122886681098)],- n = 1}}),- ("<time-of-day> - <time-of-day> (interval)",- Classifier{okData =- ClassData{prior = -0.7375989431307791, unseen = -4.110873864173311,- likelihoods =- HashMap.fromList- [("minuteminute", -1.529395204760564),- ("hh:mmhh:mm", -1.8971199848858813),- ("<time-of-day> am|pmtime-of-day (latent)",- -2.4849066497880004),- ("hourhour", -1.6964492894237302),- ("from|since|after <time-of-day>time-of-day (latent)",- -3.4011973816621555),- ("from|since|after <time-of-day><time-of-day> am|pm",- -3.4011973816621555),- ("<time-of-day> am|pm<time-of-day> am|pm", -2.4849066497880004),- ("from|since|after <time-of-day>hh:mm", -2.4849066497880004)],- n = 22},- koData =- ClassData{prior = -0.6505875661411494, unseen = -4.174387269895637,- likelihoods =- HashMap.fromList- [("about|exactly <time-of-day>time-of-day (latent)",- -3.4657359027997265),- ("hh:mmtime-of-day (latent)", -1.7609878105613013),- ("hh:mm<time-of-day> am|pm", -3.0602707946915624),- ("<time-of-day> am|pmtime-of-day (latent)",- -3.4657359027997265),- ("at <time-of-day><time-of-day> am|pm", -3.4657359027997265),- ("hourhour", -2.2129729343043585),- ("minutehour", -1.2144441041932315),- ("about|exactly <time-of-day><time-of-day> am|pm",- -3.4657359027997265),- ("from|since|after <time-of-day>time-of-day (latent)",- -2.5494451709255714),- ("at <time-of-day>time-of-day (latent)", -3.0602707946915624),- ("<integer> to|till|before <hour-of-day>time-of-day (latent)",- -3.0602707946915624)],- n = 24}}),- ("military spelled out numbers am|pm",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods =- HashMap.fromList [("integer (0..19)integer (20..90)", 0.0)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("winter",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("nth <time> after <time>",- Classifier{okData =- ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,- likelihoods =- HashMap.fromList- [("dayday", -0.916290731874155),- ("ordinals (first..twentieth,thirtieth,...)Tuesdayintersect",- -0.916290731874155)],- n = 1},- koData =- ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,- likelihoods =- HashMap.fromList- [("dayday", -0.916290731874155),- ("ordinals (first..twentieth,thirtieth,...)TuesdayChristmas",- -0.916290731874155)],- n = 1}}),- ("<named-month> <day-of-month> (non ordinal)",- Classifier{okData =- ClassData{prior = -0.42121346507630353,- unseen = -3.951243718581427,- likelihoods =- HashMap.fromList- [("Augustinteger (numeric)", -2.5455312716044354),- ("Marchinteger (numeric)", -2.833213344056216),- ("Aprilinteger (numeric)", -3.2386784521643803),- ("month", -0.8407831793660099),- ("Februaryinteger (numeric)", -1.9859154836690123),- ("Septemberinteger (numeric)", -2.833213344056216),- ("Octoberinteger (numeric)", -2.833213344056216),- ("Julyinteger (numeric)", -2.1400661634962708)],- n = 21},- koData =- ClassData{prior = -1.067840630001356, unseen = -3.4657359027997265,- likelihoods =- HashMap.fromList- [("Augustinteger (numeric)", -2.3353749158170367),- ("Marchinteger (numeric)", -2.740840023925201),- ("Aprilinteger (numeric)", -2.740840023925201),- ("month", -0.9490805546971459),- ("from|since|after <time-of-day>integer (numeric)",- -2.3353749158170367),- ("Julyinteger (numeric)", -1.6422277352570913)],- n = 11}}),- ("Diwali",- Classifier{okData =- ClassData{prior = -0.2876820724517809,- unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -1.3862943611198906,- unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),- ("last night",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("this|next <day-of-week>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.995732273553991,- likelihoods =- HashMap.fromList- [("Thursday", -2.2512917986064953),- ("Wednesday", -2.2512917986064953),- ("Monday", -1.845826690498331), ("day", -0.8649974374866046),- ("Tuesday", -1.55814461804655)],- n = 7},- koData =- ClassData{prior = -infinity, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [], n = 0}}),- ("ordinal (digits)",- Classifier{okData =- ClassData{prior = 0.0, unseen = -3.6635616461296463,- likelihoods = HashMap.fromList [("", 0.0)], n = 37},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("quarter (grain)",- Classifier{okData =- ClassData{prior = -0.2876820724517809, unseen = -2.639057329615259,- likelihoods = HashMap.fromList [("", 0.0)], n = 12},- koData =- ClassData{prior = -1.3862943611198906, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),- ("last <cycle> of <time>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.9444389791664407,- likelihoods =- HashMap.fromList- [("day (grain)October", -1.791759469228055),- ("daymonth", -1.2809338454620642),- ("day (grain)intersect", -1.791759469228055),- ("weekmonth", -1.791759469228055),- ("week (grain)intersect", -2.1972245773362196),- ("week (grain)September", -2.1972245773362196)],- n = 6},- koData =- ClassData{prior = -infinity, unseen = -1.9459101490553135,- likelihoods = HashMap.fromList [], n = 0}}),- ("Chhath",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Vasant Panchami",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<day-of-month>(ordinal) <named-month> year",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList- [("ordinal (digits)April", -0.6931471805599453),- ("month", -0.6931471805599453)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("Black Friday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("week-end",- Classifier{okData =- ClassData{prior = -1.3862943611198906,- unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -0.2876820724517809,- unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6}}),- ("Great Lent",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Maundy Thursday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("day (grain)",- Classifier{okData =- ClassData{prior = 0.0, unseen = -3.295836866004329,- likelihoods = HashMap.fromList [("", 0.0)], n = 25},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("right now",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("for <duration> from <time>",- Classifier{okData =- ClassData{prior = -0.40546510810816444,- unseen = -2.3025850929940455,- likelihoods =- HashMap.fromList- [("<integer> <unit-of-duration><day-of-month> (ordinal)",- -1.5040773967762742),- ("dayday", -1.0986122886681098),- ("<integer> <unit-of-duration><day-of-month> (ordinal or number) <named-month>",- -1.5040773967762742)],- n = 2},- koData =- ClassData{prior = -1.0986122886681098,- unseen = -2.0794415416798357,- likelihoods =- HashMap.fromList- [("dayhour", -1.252762968495368),- ("<integer> <unit-of-duration>time-of-day (latent)",- -1.252762968495368)],- n = 1}}),- ("compose by multiplication",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList [("integer (0..19)powers of tens", 0.0)],- n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("end of year",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.4849066497880004,- likelihoods = HashMap.fromList [("", 0.0)], n = 10},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("between <time> and <time>",- Classifier{okData =- ClassData{prior = -1.0986122886681098,- unseen = -3.1780538303479458,- likelihoods =- HashMap.fromList- [("minuteminute", -0.832909122935104),- ("hh:mmhh:mm", -0.832909122935104)],- n = 9},- koData =- ClassData{prior = -0.40546510810816444,- unseen = -3.7376696182833684,- likelihoods =- HashMap.fromList- [("hh:mmtime-of-day (latent)", -1.410986973710262),- ("minuteminute", -1.410986973710262),- ("minutehour", -1.410986973710262),- ("hh:mmintersect", -1.410986973710262)],- n = 18}}),- ("<month> dd-dd (interval)",- Classifier{okData =- ClassData{prior = 0.0, unseen = -3.4657359027997265,- likelihoods =- HashMap.fromList- [("Julyinteger (numeric)integer (numeric)", -1.6422277352570913),- ("from|since|after <time-of-day>ordinal (digits)ordinal (digits)",- -2.740840023925201),- ("from|since|after <time-of-day>integer (numeric)integer (numeric)",- -2.740840023925201),- ("from|since|after <time-of-day>ordinal (digits)integer (numeric)",- -2.740840023925201),- ("Augustordinal (digits)integer (numeric)",- -2.3353749158170367),- ("month", -0.8690378470236094),- ("Augustordinal (digits)ordinal (digits)",- -2.3353749158170367)],- n = 12},- koData =- ClassData{prior = -infinity, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [], n = 0}}),- ("part of days",- Classifier{okData =- ClassData{prior = -3.509131981127006e-2,- unseen = -3.4011973816621555,- likelihoods = HashMap.fromList [("", 0.0)], n = 28},- koData =- ClassData{prior = -3.367295829986474, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),+ ClassData{prior = -8.961215868968717e-2,+ unseen = -3.5263605246161616,+ likelihoods = HashMap.fromList [("", 0.0)], n = 32},+ koData =+ ClassData{prior = -2.456735772821304, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),+ ("integer (numeric)",+ Classifier{okData =+ ClassData{prior = -0.5818290513461541, unseen = -5.768320995793772,+ likelihoods = HashMap.fromList [("", 0.0)], n = 318},+ koData =+ ClassData{prior = -0.818427494994547, unseen = -5.53338948872752,+ likelihoods = HashMap.fromList [("", 0.0)], n = 251}}),+ ("<year> (bc|ad)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],+ n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<duration> hence|ago",+ Classifier{okData =+ ClassData{prior = -5.406722127027582e-2,+ unseen = -3.784189633918261,+ likelihoods =+ HashMap.fromList+ [("week", -1.563975538357343), ("day", -1.8152899666382492),+ ("year", -2.662587827025453),+ ("<integer> <unit-of-duration>", -1.0531499145913523),+ ("a <unit-of-duration>", -2.662587827025453),+ ("month", -2.662587827025453),+ ("fortnight", -2.662587827025453)],+ n = 18},+ koData =+ ClassData{prior = -2.9444389791664407,+ unseen = -2.3025850929940455,+ likelihoods =+ HashMap.fromList+ [("year", -1.5040773967762742),+ ("<integer> <unit-of-duration>", -1.5040773967762742)],+ n = 1}}),+ ("noon|midnight|EOD|end of day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [("", 0.0)], n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("quarter to|till|before <hour-of-day>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("noon|midnight|EOD|end of day", -0.6931471805599453),+ ("hour", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Father's Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<cycle> after|before <time>",+ Classifier{okData =+ ClassData{prior = -0.6931471805599453, unseen = -2.833213344056216,+ likelihoods =+ HashMap.fromList+ [("day (grain)tomorrow", -1.6739764335716716),+ ("dayday", -1.1631508098056809),+ ("day (grain)yesterday", -1.6739764335716716)],+ n = 4},+ koData =+ ClassData{prior = -0.6931471805599453, unseen = -2.833213344056216,+ likelihoods =+ HashMap.fromList+ [("dayhour", -1.6739764335716716),+ ("year (grain)Christmas", -2.0794415416798357),+ ("dayday", -2.0794415416798357),+ ("day (grain)intersect", -1.6739764335716716),+ ("day (grain)Easter Sunday", -2.0794415416798357),+ ("yearday", -2.0794415416798357)],+ n = 4}}),+ ("Easter Monday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Navaratri",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Martin Luther King's Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.3025850929940455,+ likelihoods = HashMap.fromList [("", 0.0)], n = 8},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("integer (20..90)",+ Classifier{okData =+ ClassData{prior = -0.6931471805599453,+ unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -0.6931471805599453,+ unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),+ ("Shemini Atzeret",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Ramadan",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Lazarus Saturday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("intersect 2 numbers",+ Classifier{okData =+ ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,+ likelihoods =+ HashMap.fromList+ [("compose by multiplicationinteger (0..19)",+ -0.2231435513142097)],+ n = 3},+ koData =+ ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,+ likelihoods =+ HashMap.fromList+ [("powers of tensinteger (0..19)", -0.2231435513142097)],+ n = 3}}),+ ("mm/yyyy",+ Classifier{okData =+ ClassData{prior = -0.6931471805599453,+ unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -0.6931471805599453,+ unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),+ ("from|since|after <time>",+ Classifier{okData =+ ClassData{prior = -1.540445040947149, unseen = -4.248495242049359,+ likelihoods =+ HashMap.fromList+ [("<day-of-month> (ordinal or number) <named-month>",+ -3.5409593240373143),+ ("July", -3.5409593240373143),+ ("year (latent)", -3.1354942159291497),+ ("day", -3.1354942159291497),+ ("time-of-day (latent)", -2.624668592163159),+ ("year", -3.1354942159291497),+ ("<time-of-day> am|pm", -2.624668592163159),+ ("hh:mm", -2.624668592163159),+ ("<day-of-month> (ordinal)", -3.5409593240373143),+ ("hour", -2.03688192726104), ("month", -3.1354942159291497),+ ("minute", -2.624668592163159),+ ("August", -3.5409593240373143)],+ n = 18},+ koData =+ ClassData{prior = -0.2411620568168881, unseen = -5.111987788356543,+ likelihoods =+ HashMap.fromList+ [("<integer> to|till|before <hour-of-day>", -4.007333185232471),+ ("week", -4.412798293340635),+ ("<day-of-month> (ordinal or number) <named-month>",+ -4.412798293340635),+ ("today", -4.412798293340635),+ ("intersect", -2.540996116439044),+ ("<time> for <duration>", -4.412798293340635),+ ("second", -4.412798293340635), ("now", -3.71965111278069),+ ("tomorrow", -4.007333185232471),+ ("this|last|next <cycle>", -4.412798293340635),+ ("day", -1.927891643552635),+ ("time-of-day (latent)", -2.6210388241125804),+ ("<time-of-day> am|pm", -4.007333185232471),+ ("nograin", -3.71965111278069),+ ("<named-month>|<named-day> <day-of-month> (ordinal)",+ -4.412798293340635),+ ("<day-of-month> (ordinal)", -4.007333185232471),+ ("Easter Sunday", -4.412798293340635),+ ("Christmas", -3.71965111278069), ("hour", -2.3978952727983707),+ ("month", -4.412798293340635),+ ("<datetime> - <datetime> (interval)", -3.1600353248452673),+ ("<time-of-day> - <time-of-day> (interval)",+ -2.908720896564361),+ ("<named-month> <day-of-month> (non ordinal)",+ -4.007333185232471),+ ("minute", -1.927891643552635),+ ("right now", -4.412798293340635),+ ("<month> dd-dd (interval)", -3.71965111278069),+ ("part of days", -4.412798293340635),+ ("dd-dd <month> (interval)", -4.007333185232471)],+ n = 66}}),+ ("integer after|past <hour-of-day>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.3025850929940455,+ likelihoods =+ HashMap.fromList+ [("hour", -0.8109302162163288),+ ("integer (numeric)time-of-day (latent)", -1.0986122886681098),+ ("integer (20..90)time-of-day (latent)", -1.5040773967762742)],+ n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<ordinal> last <cycle> of <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.4011973816621555,+ likelihoods =+ HashMap.fromList+ [("ordinals (first..twentieth,thirtieth,...)week (grain)year (latent)",+ -2.268683541318364),+ ("daymonth", -2.268683541318364),+ ("ordinal (digits)day (grain)May", -2.6741486494265287),+ ("ordinals (first..twentieth,thirtieth,...)week (grain)intersect",+ -2.6741486494265287),+ ("weekmonth", -1.7578579175523736),+ ("ordinal (digits)week (grain)October", -2.6741486494265287),+ ("ordinal (digits)week (grain)intersect", -2.6741486494265287),+ ("ordinal (digits)week (grain)year (latent)",+ -2.6741486494265287),+ ("weekyear", -1.9810014688665833),+ ("ordinals (first..twentieth,thirtieth,...)week (grain)October",+ -2.6741486494265287),+ ("ordinals (first..twentieth,thirtieth,...)day (grain)May",+ -2.6741486494265287)],+ n = 9},+ koData =+ ClassData{prior = -infinity, unseen = -2.4849066497880004,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Yom HaShoah",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<day-of-month> (ordinal or number) <named-month>",+ Classifier{okData =+ ClassData{prior = -1.0296194171811581,+ unseen = -3.0910424533583156,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)December", -1.6582280766035324),+ ("ordinal (digits)February", -2.3513752571634776),+ ("integer (numeric)April", -2.3513752571634776),+ ("month", -1.252762968495368)],+ n = 5},+ koData =+ ClassData{prior = -0.4418327522790392,+ unseen = -3.4011973816621555,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)October", -2.6741486494265287),+ ("ordinal (digits)July", -2.6741486494265287),+ ("integer (numeric)September", -2.268683541318364),+ ("ordinal (digits)August", -2.6741486494265287),+ ("integer (numeric)August", -2.6741486494265287),+ ("ordinal (digits)April", -2.6741486494265287),+ ("month", -1.0647107369924282),+ ("integer (numeric)July", -2.268683541318364)],+ n = 9}}),+ ("<time> <part-of-day>",+ Classifier{okData =+ ClassData{prior = -9.237332013101517e-2,+ unseen = -4.48863636973214,+ likelihoods =+ HashMap.fromList+ [("<day-of-month> (ordinal)in|during the <part-of-day>",+ -3.784189633918261),+ ("dayhour", -1.4816045409242156),+ ("Mondayearly morning", -3.378724525810097),+ ("time-of-day (latent)tonight", -3.378724525810097),+ ("hourhour", -2.3978952727983707),+ ("<time-of-day> o'clockin|during the <part-of-day>",+ -3.784189633918261),+ ("todaypart of days", -3.784189633918261),+ ("minutehour", -2.6855773452501515),+ ("at <time-of-day>in|during the <part-of-day>",+ -3.378724525810097),+ ("time-of-day (latent)this <part-of-day>", -3.784189633918261),+ ("Mondayin|during the <part-of-day>", -3.784189633918261),+ ("intersectpart of days", -3.784189633918261),+ ("intersectin|during the <part-of-day>", -3.784189633918261),+ ("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",+ -3.784189633918261),+ ("the <day-of-month> (ordinal)in|during the <part-of-day>",+ -3.784189633918261),+ ("tomorrowpart of days", -2.3978952727983707),+ ("hh:mmin|during the <part-of-day>", -3.0910424533583156),+ ("time-of-day (latent)in|during the <part-of-day>",+ -3.784189633918261),+ ("hhmm (latent)in|during the <part-of-day>",+ -3.784189633918261),+ ("yesterdaypart of days", -3.378724525810097),+ ("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",+ -3.784189633918261),+ ("Mondaypart of days", -3.784189633918261)],+ n = 31},+ koData =+ ClassData{prior = -2.4277482359480516,+ unseen = -3.4965075614664802,+ likelihoods =+ HashMap.fromList+ [("yearhour", -2.772588722239781),+ ("monthhour", -2.772588722239781),+ ("hourhour", -2.772588722239781),+ ("year (latent)in|during the <part-of-day>",+ -2.772588722239781),+ ("Februaryin|during the <part-of-day>", -2.772588722239781),+ ("time-of-day (latent)in|during the <part-of-day>",+ -2.772588722239781)],+ n = 3}}),+ ("today",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [("", 0.0)], n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("mm/dd",+ Classifier{okData =+ ClassData{prior = -1.2729656758128873,+ unseen = -2.1972245773362196,+ likelihoods = HashMap.fromList [("", 0.0)], n = 7},+ koData =+ ClassData{prior = -0.3285040669720361, unseen = -2.995732273553991,+ likelihoods = HashMap.fromList [("", 0.0)], n = 18}}),+ ("at <time-of-day>",+ Classifier{okData =+ ClassData{prior = -8.4557388028063e-2, unseen = -5.003946305945459,+ likelihoods =+ HashMap.fromList+ [("<time> timezone", -3.898599985096005),+ ("noon|midnight|EOD|end of day", -3.898599985096005),+ ("integer after|past <hour-of-day>", -3.898599985096005),+ ("half after|past <hour-of-day>", -4.304065093204169),+ ("time-of-day (latent)", -1.6650077635889111),+ ("hhmm (latent)", -3.6109179126442243),+ ("<time-of-day> am|pm", -1.7783364488959144),+ ("hh:mm", -3.3877743613300146),+ ("about|exactly <time-of-day>", -3.898599985096005),+ ("hour", -1.0459685551826876),+ ("<time-of-day> sharp|exactly", -4.304065093204169),+ ("minute", -2.10684051586795)],+ n = 68},+ koData =+ ClassData{prior = -2.512305623976115, unseen = -3.2188758248682006,+ likelihoods =+ HashMap.fromList+ [("time-of-day (latent)", -1.2321436812926323),+ ("hour", -1.2321436812926323)],+ n = 6}}),+ ("December",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("absorption of , after named day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.332204510175204,+ likelihoods =+ HashMap.fromList+ [("on <date>", -2.1972245773362196),+ ("Wednesday", -2.6026896854443837),+ ("Saturday", -2.6026896854443837),+ ("Monday", -2.1972245773362196),+ ("Friday", -1.9095425048844386), ("day", -0.8979415932059586),+ ("Sunday", -2.6026896854443837)],+ n = 10},+ koData =+ ClassData{prior = -infinity, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("September",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("tonight",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("last|past|next <duration>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -4.2626798770413155,+ likelihoods =+ HashMap.fromList+ [("week", -2.456735772821304), ("second", -2.639057329615259),+ ("day", -2.3025850929940455), ("year", -2.639057329615259),+ ("<integer> <unit-of-duration>", -0.7827593392496325),+ ("hour", -2.639057329615259), ("month", -2.639057329615259),+ ("minute", -2.639057329615259)],+ n = 31},+ koData =+ ClassData{prior = -infinity, unseen = -2.1972245773362196,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("the ides of <named-month>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("March", -0.6931471805599453), ("month", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("on <date>",+ Classifier{okData =+ ClassData{prior = -0.13353139262452263,+ unseen = -4.204692619390966,+ likelihoods =+ HashMap.fromList+ [("Thursday", -1.4816045409242156),+ ("mm/dd", -3.4965075614664802),+ ("absorption of , after named day", -3.0910424533583156),+ ("intersect", -3.0910424533583156),+ ("Saturday", -2.803360380906535),+ ("Friday", -3.4965075614664802), ("day", -0.8574502318512216),+ ("the <day-of-month> (ordinal)", -3.0910424533583156),+ ("intersect by \",\", \"of\", \"from\", \"'s\"",+ -2.803360380906535),+ ("hour", -3.4965075614664802)],+ n = 28},+ koData =+ ClassData{prior = -2.0794415416798357,+ unseen = -2.9444389791664407,+ likelihoods =+ HashMap.fromList+ [("intersect", -1.791759469228055), ("day", -1.2809338454620642),+ ("intersect by \",\", \"of\", \"from\", \"'s\"",+ -1.791759469228055)],+ n = 4}}),+ ("integer (0..19)",+ Classifier{okData =+ ClassData{prior = -0.10919929196499197,+ unseen = -3.9889840465642745,+ likelihoods = HashMap.fromList [("", 0.0)], n = 52},+ koData =+ ClassData{prior = -2.268683541318364, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6}}),+ ("between <time-of-day> and <time-of-day> (interval)",+ Classifier{okData =+ ClassData{prior = -0.6931471805599453,+ unseen = -3.1354942159291497,+ likelihoods =+ HashMap.fromList+ [("minuteminute", -0.7884573603642702),+ ("hh:mmhh:mm", -0.7884573603642702)],+ n = 9},+ koData =+ ClassData{prior = -0.6931471805599453,+ unseen = -3.1354942159291497,+ likelihoods =+ HashMap.fromList+ [("hh:mmtime-of-day (latent)", -0.7884573603642702),+ ("minutehour", -0.7884573603642702)],+ n = 9}}),+ ("Halloween",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Passover",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("from <month> dd-dd (interval)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.3978952727983707,+ likelihoods =+ HashMap.fromList+ [("Julyinteger (numeric)integer (numeric)", -1.6094379124341003),+ ("Augustordinal (digits)integer (numeric)",+ -1.6094379124341003),+ ("month", -0.916290731874155),+ ("Augustordinal (digits)ordinal (digits)",+ -1.6094379124341003)],+ n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("October",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.995732273553991,+ likelihoods = HashMap.fromList [("", 0.0)], n = 18},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("month (grain)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.833213344056216,+ likelihoods = HashMap.fromList [("", 0.0)], n = 15},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<integer> more <unit-of-duration>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)minute (grain)", -0.6931471805599453),+ ("minute", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<time-of-day> o'clock",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.1972245773362196,+ likelihoods =+ HashMap.fromList+ [("time-of-day (latent)", -0.6931471805599453),+ ("hour", -0.6931471805599453)],+ n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Vesak",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Earth Hour",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("in|within|after <duration>",+ Classifier{okData =+ ClassData{prior = -0.12516314295400605,+ unseen = -4.6913478822291435,+ likelihoods =+ HashMap.fromList+ [("week", -3.295836866004329),+ ("<integer> more <unit-of-duration>", -3.9889840465642745),+ ("three-quarters of an hour", -3.0726933146901194),+ ("<integer> + '\"", -3.295836866004329),+ ("number.number hours", -3.9889840465642745),+ ("second", -3.58351893845611),+ ("half a <time-grain>", -3.0726933146901194),+ ("day", -3.295836866004329), ("year", -3.9889840465642745),+ ("<integer> <unit-of-duration>", -1.6376087894007967),+ ("a <unit-of-duration>", -3.0726933146901194),+ ("quarter of an hour", -3.0726933146901194),+ ("hour", -2.6026896854443837),+ ("about|exactly <duration>", -3.9889840465642745),+ ("half an hour (abbrev).", -3.58351893845611),+ ("<integer> and an half hour", -3.9889840465642745),+ ("minute", -1.2809338454620642)],+ n = 45},+ koData =+ ClassData{prior = -2.1400661634962708,+ unseen = -3.4339872044851463,+ likelihoods =+ HashMap.fromList+ [("quarter", -2.3025850929940455), ("year", -1.791759469228055),+ ("<integer> <unit-of-duration>", -1.791759469228055),+ ("a <unit-of-duration>", -2.3025850929940455)],+ n = 6}}),+ ("January",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("three-quarters of an hour",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Mattu Pongal",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Wednesday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.3025850929940455,+ likelihoods = HashMap.fromList [("", 0.0)], n = 8},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("half after|past <hour-of-day>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods =+ HashMap.fromList+ [("time-of-day (latent)", -0.6931471805599453),+ ("hour", -0.6931471805599453)],+ n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<integer> + '\"",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],+ n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("half <integer> (UK style hour-of-day)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("time-of-day (latent)", -0.6931471805599453),+ ("hour", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Family Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("July",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.833213344056216,+ likelihoods = HashMap.fromList [("", 0.0)], n = 15},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("hour (grain)",+ Classifier{okData =+ ClassData{prior = -0.48550781578170077,+ unseen = -2.890371757896165,+ likelihoods = HashMap.fromList [("", 0.0)], n = 16},+ koData =+ ClassData{prior = -0.9555114450274363,+ unseen = -2.4849066497880004,+ likelihoods = HashMap.fromList [("", 0.0)], n = 10}}),+ ("Shavuot",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Vimy Ridge Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<day> <duration> hence|ago",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("dayyear", -0.6931471805599453),+ ("Diwali<integer> <unit-of-duration>", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<ordinal> quarter",+ Classifier{okData =+ ClassData{prior = -0.4700036292457356, unseen = -2.639057329615259,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)quarter (grain)", -1.1786549963416462),+ ("ordinals (first..twentieth,thirtieth,...)quarter (grain)",+ -1.466337068793427),+ ("quarter", -0.7731898882334817)],+ n = 5},+ koData =+ ClassData{prior = -0.9808292530117262,+ unseen = -2.3025850929940455,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)quarter (grain)", -0.8109302162163288),+ ("quarter", -0.8109302162163288)],+ n = 3}}),+ ("Boss's Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Orthodox Easter Sunday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("one twenty two",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("May",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("intersect",+ Classifier{okData =+ ClassData{prior = -0.45391749149411126, unseen = -6.78105762593618,+ likelihoods =+ HashMap.fromList+ [("Navaratriyear (latent)", -6.0867747269123065),+ ("Father's Dayyear (latent)", -6.0867747269123065),+ ("Ramadanyear (latent)", -6.0867747269123065),+ ("<datetime> - <datetime> (interval)on <date>",+ -4.834011758416939),+ ("Bhai Doojyear (latent)", -6.0867747269123065),+ ("<time-of-day> - <time-of-day> (interval)on <date>",+ -4.834011758416939),+ ("hourday", -4.382026634673881),+ ("dayhour", -3.283414346005772),+ ("Martin Luther King's Dayyear (latent)", -5.681309618804143),+ ("Shemini Atzeretyear (latent)", -6.0867747269123065),+ ("daymonth", -5.170483995038151),+ ("monthday", -5.681309618804143),+ ("monthyear", -4.295015257684252),+ ("Yom Ha'atzmautyear (latent)", -6.0867747269123065),+ ("Vijayadashamiyear (latent)", -6.0867747269123065),+ ("Administrative Professionals' Dayyear (latent)",+ -5.681309618804143),+ ("Thanksgiving Dayyear (latent)", -4.988162438244197),+ ("Thai Pongalyear (latent)", -5.393627546352362),+ ("Thiru Onamyear (latent)", -5.393627546352362),+ ("Tuesdaythe <day-of-month> (ordinal)", -6.0867747269123065),+ ("from <datetime> - <datetime> (interval)July",+ -6.0867747269123065),+ ("houryear", -5.393627546352362),+ ("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",+ -6.0867747269123065),+ ("Christmas<time-of-day> am|pm", -6.0867747269123065),+ ("last <day-of-week> of <time>year (latent)",+ -6.0867747269123065),+ ("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",+ -5.393627546352362),+ ("<time-of-day> am|pmintersect", -4.834011758416939),+ ("Earth Houryear (latent)", -6.0867747269123065),+ ("Family Dayyear (latent)", -5.170483995038151),+ ("Octoberyear (latent)", -4.582697330136033),+ ("intersect<time-of-day> am|pm", -6.0867747269123065),+ ("Mattu Pongalyear (latent)", -6.0867747269123065),+ ("Shavuotyear (latent)", -6.0867747269123065),+ ("Dhanterasin <named-month>|year", -6.0867747269123065),+ ("at <time-of-day>in|within|after <duration>",+ -6.0867747269123065),+ ("Thursdayhh(:mm) - <time-of-day> am|pm", -6.0867747269123065),+ ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",+ -5.681309618804143),+ ("Marchyear (latent)", -6.0867747269123065),+ ("Sukkotyear (latent)", -5.681309618804143),+ ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",+ -6.0867747269123065),+ ("Clean Mondayyear (latent)", -5.681309618804143),+ ("monthhour", -5.681309618804143),+ ("todayat <time-of-day>", -6.0867747269123065),+ ("Thursday<time> timezone", -4.382026634673881),+ ("from|since|after <time>December", -6.0867747269123065),+ ("this <time>hh(:mm) - <time-of-day> am|pm",+ -6.0867747269123065),+ ("Palm SundaySunday", -5.681309618804143),+ ("dayday", -3.8895501495760874),+ ("<time> <part-of-day>at <time-of-day>", -6.0867747269123065),+ ("mm/ddat <time-of-day>", -6.0867747269123065),+ ("tonightat <time-of-day>", -6.0867747269123065),+ ("<time-of-day> am|pmabsorption of , after named day",+ -5.393627546352362),+ ("today<time-of-day> am|pm", -6.0867747269123065),+ ("Februarythe <day-of-month> (ordinal)", -5.681309618804143),+ ("at <time-of-day><time> <part-of-day>", -6.0867747269123065),+ ("mm/dd<time-of-day> am|pm", -6.0867747269123065),+ ("hourhour", -4.834011758416939),+ ("<time-of-day> am|pmon <date>", -4.071871706370042),+ ("National Patriots' Dayyear (latent)", -5.393627546352362),+ ("Wednesdaythis|last|next <cycle>", -6.0867747269123065),+ ("Lentyear (latent)", -6.0867747269123065),+ ("intersect<named-month> <day-of-month> (non ordinal)",+ -4.582697330136033),+ ("Boghiyear (latent)", -6.0867747269123065),+ ("dayyear", -1.9123874570166697),+ ("Thursdayfrom|since|after <time>", -5.681309618804143),+ ("<time-of-day> o'clockin|during the <part-of-day>",+ -6.0867747269123065),+ ("Thursdayat <time-of-day>", -5.681309618804143),+ ("Islamic New Yearyear (latent)", -5.681309618804143),+ ("Laylat al-Qadryear (latent)", -5.170483995038151),+ ("Chhathin <named-month>|year", -6.0867747269123065),+ ("Vasant Panchamiin <named-month>|year", -6.0867747269123065),+ ("Diwaliin <named-month>|year", -6.0867747269123065),+ ("Discovery Dayyear (latent)", -5.681309618804143),+ ("Shrove Tuesdayyear (latent)", -6.0867747269123065),+ ("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",+ -5.393627546352362),+ ("<time-of-day> am|pmtomorrow", -5.393627546352362),+ ("Yom Kippuryear (latent)", -6.0867747269123065),+ ("<part-of-day> of <time>year (latent)", -6.0867747269123065),+ ("minutehour", -5.170483995038151),+ ("Kaanum Pongalyear (latent)", -5.681309618804143),+ ("Maha Saptamiyear (latent)", -6.0867747269123065),+ ("at <time-of-day>in|during the <part-of-day>",+ -5.681309618804143),+ ("absorption of , after named day<named-month> <day-of-month> (non ordinal)",+ -4.382026634673881),+ ("for <duration> from <time>December", -6.0867747269123065),+ ("tomorrow<time-of-day> sharp|exactly", -6.0867747269123065),+ ("Thursdayfrom <datetime> - <datetime> (interval)",+ -5.170483995038151),+ ("on <date><named-month> <day-of-month> (non ordinal)",+ -5.681309618804143),+ ("Pentecostyear (latent)", -6.0867747269123065),+ ("Thursdayfrom <time-of-day> - <time-of-day> (interval)",+ -5.170483995038151),+ ("Eid al-Fitryear (latent)", -6.0867747269123065),+ ("Mondayin|during the <part-of-day>", -6.0867747269123065),+ ("Raksha Bandhanyear (latent)", -6.0867747269123065),+ ("tomorrowfrom <time-of-day> - <time-of-day> (interval)",+ -5.681309618804143),+ ("Navaratriin <named-month>|year", -6.0867747269123065),+ ("Ashurayear (latent)", -6.0867747269123065),+ ("Chinese New Yearyear (latent)", -6.0867747269123065),+ ("Sundayyear (latent)", -6.0867747269123065),+ ("Lag BaOmeryear (latent)", -6.0867747269123065),+ ("last weekend of <named-month>year (latent)",+ -6.0867747269123065),+ ("Eid al-Adhayear (latent)", -5.170483995038151),+ ("intersectin|during the <part-of-day>", -6.0867747269123065),+ ("Christmasat <time-of-day>", -6.0867747269123065),+ ("Passoveryear (latent)", -6.0867747269123065),+ ("Lazarus Saturdayyear (latent)", -6.0867747269123065),+ ("<day-of-month> (ordinal or number) <named-month>year (latent)",+ -6.0867747269123065),+ ("Yom HaShoahyear (latent)", -5.681309618804143),+ ("Thursday<datetime> - <datetime> (interval)",+ -5.681309618804143),+ ("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",+ -6.0867747269123065),+ ("Thai Pongalin <named-month>|year", -6.0867747269123065),+ ("Septemberyear (latent)", -5.681309618804143),+ ("mm/ddyear (latent)", -6.0867747269123065),+ ("Thursday<time-of-day> - <time-of-day> (interval)",+ -4.834011758416939),+ ("Halloweenyear (latent)", -6.0867747269123065),+ ("<ordinal> last <cycle> of <time>year (latent)",+ -5.681309618804143),+ ("from <time-of-day> - <time-of-day> (interval)on <date>",+ -5.393627546352362),+ ("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",+ -6.0867747269123065),+ ("at <time-of-day>intersect", -5.681309618804143),+ ("Rosh Hashanahyear (latent)", -5.393627546352362),+ ("Dhanterasyear (latent)", -6.0867747269123065),+ ("Tu BiShvatyear (latent)", -6.0867747269123065),+ ("Holiyear (latent)", -5.393627546352362),+ ("<time-of-day> - <time-of-day> (interval)tomorrow",+ -6.0867747269123065),+ ("Holika Dahanyear (latent)", -5.393627546352362),+ ("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",+ -6.0867747269123065),+ ("dayminute", -3.4477173972970485),+ ("Mawlidyear (latent)", -6.0867747269123065),+ ("from <datetime> - <datetime> (interval)on <date>",+ -5.681309618804143),+ ("<datetime> - <datetime> (interval)tomorrow",+ -6.0867747269123065),+ ("Jumu'atul-Widayear (latent)", -5.170483995038151),+ ("minuteday", -2.4491885671859213),+ ("absorption of , after named dayintersect",+ -6.0867747269123065),+ ("intersectyear (latent)", -6.0867747269123065),+ ("Orthodox Easter Sundayyear (latent)", -6.0867747269123065),+ ("<ordinal> <cycle> of <time>year (latent)",+ -6.0867747269123065),+ ("the <day-of-month> (ordinal)in|during the <part-of-day>",+ -6.0867747269123065),+ ("Boss's Dayyear (latent)", -5.681309618804143),+ ("Global Youth Service Dayyear (latent)", -6.0867747269123065),+ ("Tisha B'Avyear (latent)", -6.0867747269123065),+ ("Isra and Mi'rajyear (latent)", -5.170483995038151),+ ("at <time-of-day>absorption of , after named day",+ -6.0867747269123065),+ ("Christmasyear (latent)", -5.681309618804143),+ ("Naraka Chaturdashiyear (latent)", -5.681309618804143),+ ("at <time-of-day>on <date>", -4.988162438244197),+ ("between <time-of-day> and <time-of-day> (interval)on <date>",+ -4.477336814478207),+ ("dayweek", -6.0867747269123065),+ ("Easter Sundayyear (latent)", -5.393627546352362),+ ("Labour Dayyear (latent)", -6.0867747269123065),+ ("weekyear", -4.988162438244197),+ ("hh:mmin|during the <part-of-day>", -5.393627546352362),+ ("<cycle> after|before <time><time-of-day> am|pm",+ -5.681309618804143),+ ("Hanukkahyear (latent)", -5.393627546352362),+ ("February<time> <part-of-day>", -6.0867747269123065),+ ("Tuesdayin <named-month>|year", -6.0867747269123065),+ ("Great Lentyear (latent)", -6.0867747269123065),+ ("tomorrowat <time-of-day>", -5.393627546352362),+ ("between <time> and <time>on <date>", -4.477336814478207),+ ("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",+ -6.0867747269123065),+ ("last <cycle> of <time>year (latent)", -5.393627546352362),+ ("at <time-of-day>tomorrow", -5.681309618804143),+ ("tomorrow<time-of-day> am|pm", -6.0867747269123065),+ ("<named-month> <day-of-month> (non ordinal)year (latent)",+ -6.0867747269123065),+ ("Diwaliyear (latent)", -6.0867747269123065),+ ("Black Fridayyear (latent)", -5.681309618804143),+ ("the <ordinal> last <cycle> of <time>year (latent)",+ -6.0867747269123065),+ ("in|during the <part-of-day>at <time-of-day>",+ -6.0867747269123065),+ ("Chhathyear (latent)", -5.681309618804143),+ ("Vasant Panchamiyear (latent)", -6.0867747269123065),+ ("Palm Sundayintersect", -6.0867747269123065),+ ("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",+ -6.0867747269123065),+ ("Februaryintersect", -6.0867747269123065),+ ("Mother's Dayyear (latent)", -6.0867747269123065),+ ("Simchat Torahyear (latent)", -6.0867747269123065),+ ("Victoria Dayyear (latent)", -5.681309618804143),+ ("minuteyear", -6.0867747269123065)],+ n = 329},+ koData =+ ClassData{prior = -1.0082282271998406, unseen = -6.398594934535208,+ likelihoods =+ HashMap.fromList+ [("<time-of-day> - <time-of-day> (interval)on <date>",+ -4.787491742782046),+ ("hourday", -4.787491742782046),+ ("<named-month> <day-of-month> (non ordinal)July",+ -5.703782474656201),+ ("dayhour", -3.138833117194664),+ ("Tuesdayfrom|since|after <time>", -5.703782474656201),+ ("daymonth", -3.56371631115993),+ ("monthday", -5.298317366548036),+ ("monthyear", -4.451019506160833),+ ("<time-of-day> am|pmyear (latent)", -5.298317366548036),+ ("Thai Pongalyear (latent)", -5.0106352940962555),+ ("intersecthh:mm", -5.703782474656201),+ ("from <datetime> - <datetime> (interval)July",+ -5.703782474656201),+ ("houryear", -4.787491742782046),+ ("from <time-of-day> - <time-of-day> (interval)July",+ -5.703782474656201),+ ("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",+ -5.0106352940962555),+ ("<time-of-day> am|pmintersect", -4.451019506160833),+ ("until <time>on <date>", -5.0106352940962555),+ ("Octoberyear (latent)", -5.703782474656201),+ ("July<day-of-month> (ordinal or number) <named-month>",+ -5.703782474656201),+ ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",+ -4.451019506160833),+ ("about|exactly <time-of-day>year (latent)",+ -5.703782474656201),+ ("absorption of , after named dayJuly", -5.298317366548036),+ ("from|since|after <time>July", -5.703782474656201),+ ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",+ -4.787491742782046),+ ("Clean Mondayyear (latent)", -5.703782474656201),+ ("monthhour", -5.703782474656201),+ ("hourmonth", -4.787491742782046),+ ("todayat <time-of-day>", -5.703782474656201),+ ("from|since|after <time>December", -5.703782474656201),+ ("from|since|after <time><time-of-day> am|pm",+ -5.703782474656201),+ ("Mondayyear (latent)", -5.0106352940962555),+ ("dayday", -5.298317366548036),+ ("mm/ddat <time-of-day>", -5.298317366548036),+ ("<time-of-day> am|pmon <date>", -4.451019506160833),+ ("dayyear", -2.7333680090865),+ ("Thursdaymm/dd", -5.703782474656201),+ ("New Year's Dayyear (latent)", -5.298317366548036),+ ("Thursdayfrom|since|after <time>", -3.9990343824177756),+ ("Thursdayat <time-of-day>", -4.451019506160833),+ ("<integer> to|till|before <hour-of-day>September",+ -5.703782474656201),+ ("Aprilyear (latent)", -5.703782474656201),+ ("monthminute", -5.703782474656201),+ ("<time-of-day> am|pmtomorrow", -5.703782474656201),+ ("Thursdayhh:mm", -4.787491742782046),+ ("August<day-of-month> (ordinal or number) <named-month>",+ -5.703782474656201),+ ("minutemonth", -3.912023005428146),+ ("week-endin <named-month>|year", -5.703782474656201),+ ("Augustyear (latent)", -5.298317366548036),+ ("Thursdayfrom <datetime> - <datetime> (interval)",+ -5.298317366548036),+ ("Thursdayfrom <time-of-day> - <time-of-day> (interval)",+ -5.298317366548036),+ ("mm/dd<time-of-day> - <time-of-day> (interval)",+ -5.298317366548036),+ ("tomorrowfrom <time-of-day> - <time-of-day> (interval)",+ -5.703782474656201),+ ("Sundayyear (latent)", -5.0106352940962555),+ ("Christmasat <time-of-day>", -5.703782474656201),+ ("from|since|after <time>year (latent)", -4.451019506160833),+ ("<duration> after|before|from <time>December",+ -5.703782474656201),+ ("yesterday<time-of-day> am|pm", -5.703782474656201),+ ("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",+ -5.703782474656201),+ ("mm/ddyear (latent)", -5.703782474656201),+ ("Thursday<time-of-day> - <time-of-day> (interval)",+ -5.0106352940962555),+ ("<named-month> <day-of-month> (non ordinal)August",+ -5.703782474656201),+ ("at <time-of-day>intersect", -5.298317366548036),+ ("hh:mmyear (latent)", -4.605170185988091),+ ("Holiyear (latent)", -5.703782474656201),+ ("until <time><time-of-day> am|pm", -5.703782474656201),+ ("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",+ -5.703782474656201),+ ("dayminute", -3.1780538303479458),+ ("intersectSeptember", -4.199705077879927),+ ("minuteday", -2.635729539522584),+ ("absorption of , after named dayintersect",+ -5.703782474656201),+ ("Februaryin|during the <part-of-day>", -5.703782474656201),+ ("hh:mmon <date>", -3.6888794541139363),+ ("Saturdayyear (latent)", -5.703782474656201),+ ("from|since|after <time>on <date>", -4.787491742782046),+ ("absorption of , after named daySeptember",+ -4.787491742782046),+ ("Naraka Chaturdashiyear (latent)", -5.703782474656201),+ ("on <date>September", -5.298317366548036),+ ("at <time-of-day>on <date>", -5.298317366548036),+ ("in <named-month>|yearyear (latent)", -5.703782474656201),+ ("dayweek", -5.703782474656201),+ ("Easter Sundayyear (latent)", -5.298317366548036),+ ("Thursday<time-of-day> am|pm", -5.0106352940962555),+ ("weekyear", -5.298317366548036),+ ("<named-month> <day-of-month> (non ordinal)until <time>",+ -5.703782474656201),+ ("intersect by \",\", \"of\", \"from\" for yearhh:mm",+ -5.0106352940962555),+ ("Sundayfrom|since|after <time>", -5.703782474656201),+ ("absorption of , after named dayFebruary", -4.787491742782046),+ ("July<integer> to|till|before <hour-of-day>",+ -5.703782474656201),+ ("tomorrowat <time-of-day>", -5.703782474656201),+ ("<integer> to|till|before <hour-of-day>July",+ -5.703782474656201),+ ("last <cycle> of <time>year (latent)", -5.298317366548036),+ ("tomorrow<time-of-day> am|pm", -5.703782474656201),+ ("<named-month> <day-of-month> (non ordinal)year (latent)",+ -5.0106352940962555),+ ("Diwaliyear (latent)", -5.298317366548036),+ ("<time-of-day> - <time-of-day> (interval)July",+ -5.703782474656201),+ ("Fridayyear (latent)", -5.298317366548036),+ ("minuteyear", -4.451019506160833)],+ n = 189}}),+ ("one eleven",+ Classifier{okData =+ ClassData{prior = -1.3862943611198906,+ unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -0.2876820724517809,+ unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),+ ("after lunch/work/school",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("early morning",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("in <number> (implicit minutes)",+ Classifier{okData =+ ClassData{prior = -1.2685113254635072,+ unseen = -2.4849066497880004,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)", -0.3184537311185346),+ ("integer (0..19)", -1.2992829841302609)],+ n = 9},+ koData =+ ClassData{prior = -0.33024168687057687,+ unseen = -3.258096538021482,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)", -0.2231435513142097),+ ("integer (0..19)", -1.6094379124341003)],+ n = 23}}),+ ("<ordinal> <cycle> of <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.9444389791664407,+ likelihoods =+ HashMap.fromList+ [("daymonth", -1.791759469228055),+ ("ordinal (digits)quarter (grain)year (latent)",+ -2.1972245773362196),+ ("quarteryear", -2.1972245773362196),+ ("ordinals (first..twentieth,thirtieth,...)day (grain)October",+ -2.1972245773362196),+ ("ordinal (digits)day (grain)this|last|next <cycle>",+ -2.1972245773362196),+ ("ordinals (first..twentieth,thirtieth,...)week (grain)intersect",+ -2.1972245773362196),+ ("weekmonth", -1.791759469228055),+ ("ordinals (first..twentieth,thirtieth,...)week (grain)October",+ -2.1972245773362196)],+ n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -2.1972245773362196,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("year (grain)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.367295829986474,+ likelihoods = HashMap.fromList [("", 0.0)], n = 27},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("from <datetime> - <datetime> (interval)",+ Classifier{okData =+ ClassData{prior = -1.0116009116784799,+ unseen = -3.6375861597263857,+ likelihoods =+ HashMap.fromList+ [("minuteminute", -2.001480000210124),+ ("<day-of-month> (ordinal)<day-of-month> (ordinal)",+ -2.917770732084279),+ ("hh:mmhh:mm", -2.001480000210124),+ ("dayday", -2.512305623976115),+ ("<named-month>|<named-day> <day-of-month> (ordinal)<day-of-month> (ordinal)",+ -2.917770732084279),+ ("<time-of-day> am|pmtime-of-day (latent)", -2.917770732084279),+ ("hourhour", -2.512305623976115),+ ("<time-of-day> am|pm<time-of-day> am|pm", -2.917770732084279)],+ n = 8},+ koData =+ ClassData{prior = -0.45198512374305727,+ unseen = -3.912023005428146,+ likelihoods =+ HashMap.fromList+ [("hourday", -3.1986731175506815),+ ("dayhour", -2.793208009442517),+ ("<day-of-month> (ordinal)time-of-day (latent)",+ -3.1986731175506815),+ ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",+ -3.1986731175506815),+ ("hh:mmtime-of-day (latent)", -2.2823823856765264),+ ("minuteminute", -2.793208009442517),+ ("time-of-day (latent)time-of-day (latent)",+ -2.793208009442517),+ ("dayday", -3.1986731175506815),+ ("hourhour", -2.505525936990736),+ ("dayyear", -3.1986731175506815),+ ("minutehour", -2.2823823856765264),+ ("hh:mmintersect", -2.793208009442517),+ ("<day-of-month> (ordinal)<day-of-month> (ordinal or number) <named-month>",+ -3.1986731175506815),+ ("time-of-day (latent)<time-of-day> am|pm",+ -3.1986731175506815),+ ("time-of-day (latent)<day-of-month> (ordinal or number) <named-month>",+ -3.1986731175506815),+ ("<named-month> <day-of-month> (non ordinal)time-of-day (latent)",+ -3.1986731175506815)],+ n = 14}}),+ ("Saturday",+ Classifier{okData =+ ClassData{prior = -0.15415067982725836,+ unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6},+ koData =+ ClassData{prior = -1.9459101490553135,+ unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),+ ("the <cycle> of <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.890371757896165,+ likelihoods =+ HashMap.fromList+ [("week (grain)<named-month>|<named-day> <day-of-month> (ordinal)",+ -1.7346010553881064),+ ("weekmonth", -1.7346010553881064),+ ("week (grain)October", -1.7346010553881064),+ ("week (grain)<named-month> <day-of-month> (non ordinal)",+ -1.7346010553881064),+ ("weekday", -1.2237754316221157)],+ n = 6},+ koData =+ ClassData{prior = -infinity, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("number.number hours",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("from <time-of-day> - <time-of-day> (interval)",+ Classifier{okData =+ ClassData{prior = -0.6931471805599453,+ unseen = -3.4339872044851463,+ likelihoods =+ HashMap.fromList+ [("minuteminute", -1.6094379124341003),+ ("hh:mmhh:mm", -1.6094379124341003),+ ("<time-of-day> am|pmtime-of-day (latent)", -2.70805020110221),+ ("hourhour", -2.3025850929940455),+ ("hourminute", -2.3025850929940455),+ ("time-of-day (latent)<time-of-day> sharp|exactly",+ -2.70805020110221),+ ("time-of-day (latent)hh:mm", -2.70805020110221),+ ("<time-of-day> am|pm<time-of-day> am|pm", -2.70805020110221)],+ n = 9},+ koData =+ ClassData{prior = -0.6931471805599453,+ unseen = -3.4339872044851463,+ likelihoods =+ HashMap.fromList+ [("hh:mmtime-of-day (latent)", -1.6094379124341003),+ ("time-of-day (latent)time-of-day (latent)",+ -2.0149030205422647),+ ("hourhour", -1.791759469228055),+ ("minutehour", -1.6094379124341003),+ ("time-of-day (latent)<time-of-day> am|pm", -2.70805020110221)],+ n = 9}}),+ ("integer 21..99",+ Classifier{okData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0},+ koData =+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)integer (numeric)", -0.6931471805599453),+ ("integer (20..90)integer (0..19)", -0.6931471805599453)],+ n = 4}}),+ ("Global Youth Service Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Tisha B'Av",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("yyyy-mm-dd",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("year (latent)",+ Classifier{okData =+ ClassData{prior = -0.1431008436406733, unseen = -5.081404364984463,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)", -3.822121282019774e-2),+ ("intersect 2 numbers", -3.6888794541139363)],+ n = 156},+ koData =+ ClassData{prior = -2.0149030205422647, unseen = -3.367295829986474,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)", -1.1349799328389845),+ ("negative numbers", -0.6931471805599453),+ ("compose by multiplication", -1.9459101490553135)],+ n = 24}}),+ ("mm/dd/yyyy",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Civic Holiday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<time> for <duration>",+ Classifier{okData =+ ClassData{prior = -0.40546510810816444, unseen = -2.70805020110221,+ likelihoods =+ HashMap.fromList+ [("dayday", -1.0296194171811581),+ ("intersect<integer> <unit-of-duration>", -1.9459101490553135),+ ("<day-of-month> (ordinal or number) <named-month><integer> <unit-of-duration>",+ -1.540445040947149),+ ("from|since|after <time><integer> <unit-of-duration>",+ -1.9459101490553135)],+ n = 4},+ koData =+ ClassData{prior = -1.0986122886681098,+ unseen = -2.3978952727983707,+ likelihoods =+ HashMap.fromList+ [("monthday", -1.2039728043259361),+ ("December<integer> <unit-of-duration>", -1.2039728043259361)],+ n = 2}}),+ ("Memorial Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Monday",+ Classifier{okData =+ ClassData{prior = -0.3483066942682157, unseen = -2.639057329615259,+ likelihoods = HashMap.fromList [("", 0.0)], n = 12},+ koData =+ ClassData{prior = -1.2237754316221157,+ unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [("", 0.0)], n = 5}}),+ ("yesterday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [("", 0.0)], n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<ordinal> quarter <year>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)quarter (grain)year (latent)",+ -0.6931471805599453),+ ("quarteryear", -0.6931471805599453)],+ n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("hh:mm:ss",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Hanukkah",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<hour-of-day> <integer>",+ Classifier{okData =+ ClassData{prior = -0.40546510810816444,+ unseen = -2.1972245773362196,+ likelihoods =+ HashMap.fromList+ [("at <time-of-day>integer (20..90)", -1.3862943611198906),+ ("hour", -0.9808292530117262),+ ("at <time-of-day>integer (numeric)", -1.3862943611198906)],+ n = 2},+ koData =+ ClassData{prior = -1.0986122886681098,+ unseen = -1.9459101490553135,+ likelihoods =+ HashMap.fromList+ [("about|exactly <time-of-day>integer (numeric)",+ -1.0986122886681098),+ ("hour", -1.0986122886681098)],+ n = 1}}),+ ("Labour Day",+ Classifier{okData =+ ClassData{prior = -0.2876820724517809,+ unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -1.3862943611198906,+ unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),+ ("nth <time> of <time>",+ Classifier{okData =+ ClassData{prior = -0.4700036292457356, unseen = -2.833213344056216,+ likelihoods =+ HashMap.fromList+ [("daymonth", -0.9808292530117262),+ ("ordinals (first..twentieth,thirtieth,...)Tuesdayintersect",+ -2.0794415416798357),+ ("ordinals (first..twentieth,thirtieth,...)Wednesdayintersect",+ -1.6739764335716716),+ ("ordinals (first..twentieth,thirtieth,...)TuesdayOctober",+ -1.6739764335716716)],+ n = 5},+ koData =+ ClassData{prior = -0.9808292530117262,+ unseen = -2.5649493574615367,+ likelihoods =+ HashMap.fromList+ [("daymonth", -1.0986122886681098),+ ("ordinals (first..twentieth,thirtieth,...)TuesdaySeptember",+ -1.791759469228055),+ ("ordinals (first..twentieth,thirtieth,...)WednesdayOctober",+ -1.3862943611198906)],+ n = 3}}),+ ("half a <time-grain>",+ Classifier{okData =+ ClassData{prior = -0.1823215567939546,+ unseen = -2.5649493574615367,+ likelihoods =+ HashMap.fromList+ [("hour (grain)", -0.6931471805599453),+ ("hour", -0.6931471805599453)],+ n = 5},+ koData =+ ClassData{prior = -1.791759469228055, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("hour (grain)", -0.6931471805599453),+ ("hour", -0.6931471805599453)],+ n = 1}}),+ ("Valentine's Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("April",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [("", 0.0)], n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Maha Saptami",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Discovery Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("end of month",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.4849066497880004,+ likelihoods = HashMap.fromList [("", 0.0)], n = 10},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("week (grain)",+ Classifier{okData =+ ClassData{prior = -3.822121282019774e-2,+ unseen = -4.3694478524670215,+ likelihoods = HashMap.fromList [("", 0.0)], n = 77},+ koData =+ ClassData{prior = -3.283414346005772, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),+ ("<part-of-day> of <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.0910424533583156,+ likelihoods =+ HashMap.fromList+ [("part of daysintersect by \",\", \"of\", \"from\", \"'s\"",+ -2.3513752571634776),+ ("part of daysintersect", -2.3513752571634776),+ ("hourday", -0.9650808960435872),+ ("part of daysthe <day-of-month> (ordinal)",+ -2.3513752571634776),+ ("part of daysthe <day-of-month> (number)",+ -2.3513752571634776),+ ("part of daysthis <time>", -2.3513752571634776),+ ("part of daysChristmas", -1.9459101490553135)],+ n = 7},+ koData =+ ClassData{prior = -infinity, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("from <time> for <duration>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("dayday", -0.6931471805599453),+ ("<day-of-month> (ordinal or number) <named-month><integer> <unit-of-duration>",+ -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("six thirty six a.m.",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)", -1.252762968495368),+ ("one twenty two", -0.8472978603872037),+ ("one eleven", -1.252762968495368)],+ n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Shrove Tuesday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("now",+ Classifier{okData =+ ClassData{prior = -0.15415067982725836,+ unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6},+ koData =+ ClassData{prior = -1.9459101490553135,+ unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),+ ("<day-of-month> (ordinal or number) of <named-month>",+ Classifier{okData =+ ClassData{prior = -0.13353139262452263,+ unseen = -3.0910424533583156,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)July", -2.3513752571634776),+ ("ordinals (first..twentieth,thirtieth,...)March",+ -2.3513752571634776),+ ("ordinal (digits)February", -2.3513752571634776),+ ("integer (numeric)February", -1.9459101490553135),+ ("month", -0.9650808960435872),+ ("ordinal (digits)March", -2.3513752571634776),+ ("integer (numeric)July", -2.3513752571634776)],+ n = 7},+ koData =+ ClassData{prior = -2.0794415416798357,+ unseen = -2.3025850929940455,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)February", -1.5040773967762742),+ ("month", -1.5040773967762742)],+ n = 1}}),+ ("this <part-of-day>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.1972245773362196,+ likelihoods =+ HashMap.fromList+ [("hour", -0.6931471805599453),+ ("part of days", -0.6931471805599453)],+ n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Kaanum Pongal",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Yom Kippur",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("The Twelfth",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("powers of tens",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Friday",+ Classifier{okData =+ ClassData{prior = -0.3677247801253174,+ unseen = -2.3978952727983707,+ likelihoods = HashMap.fromList [("", 0.0)], n = 9},+ koData =+ ClassData{prior = -1.1786549963416462, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),+ ("in|during the <part-of-day>",+ Classifier{okData =+ ClassData{prior = -8.701137698962981e-2,+ unseen = -3.258096538021482,+ likelihoods =+ HashMap.fromList+ [("early morning", -2.5257286443082556),+ ("hour", -0.7339691750802004),+ ("part of days", -0.8209805520698302)],+ n = 11},+ koData =+ ClassData{prior = -2.4849066497880004, unseen = -1.791759469228055,+ likelihoods =+ HashMap.fromList+ [("hour", -0.916290731874155),+ ("part of days", -0.916290731874155)],+ n = 1}}),+ ("tomorrow",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.9444389791664407,+ likelihoods = HashMap.fromList [("", 0.0)], n = 17},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("hh(:mm) - <time-of-day> am|pm",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.70805020110221,+ likelihoods =+ HashMap.fromList+ [("time-of-day (latent)", -0.6931471805599453),+ ("hour", -0.6931471805599453)],+ n = 6},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Groundhog Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("this|last|next <cycle>",+ Classifier{okData =+ ClassData{prior = -0.15600424847658126, unseen = -5.10594547390058,+ likelihoods =+ HashMap.fromList+ [("week", -1.1295745142720766),+ ("month (grain)", -2.797281334830153),+ ("year (grain)", -2.5349170703626616),+ ("week (grain)", -1.1295745142720766),+ ("quarter", -3.4904285153900982), ("year", -2.5349170703626616),+ ("month", -2.797281334830153),+ ("quarter (grain)", -3.4904285153900982)],+ n = 77},+ koData =+ ClassData{prior = -1.9348603128687285,+ unseen = -3.6109179126442243,+ likelihoods =+ HashMap.fromList+ [("week", -1.2809338454620642),+ ("week (grain)", -1.2809338454620642),+ ("day", -1.9740810260220096),+ ("day (grain)", -1.9740810260220096)],+ n = 13}}),+ ("Mother's Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Simchat Torah",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Victoria Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("New Year's Eve",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("the <ordinal> <cycle> of <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)quarter (grain)year (latent)",+ -0.6931471805599453),+ ("quarteryear", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Raksha Bandhan",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Ashura",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Palm Sunday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Eid al-Adha",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("by <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.70805020110221,+ likelihoods =+ HashMap.fromList+ [("noon|midnight|EOD|end of day", -1.9459101490553135),+ ("time-of-day (latent)", -1.9459101490553135),+ ("<time-of-day> am|pm", -1.9459101490553135),+ ("hh:mm", -1.9459101490553135), ("hour", -1.540445040947149),+ ("minute", -1.540445040947149)],+ n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("the <day-of-month> (ordinal)",+ Classifier{okData =+ ClassData{prior = -0.5753641449035618,+ unseen = -2.4849066497880004,+ likelihoods =+ HashMap.fromList+ [("ordinals (first..twentieth,thirtieth,...)",+ -1.7047480922384253),+ ("ordinal (digits)", -0.2006706954621511)],+ n = 9},+ koData =+ ClassData{prior = -0.8266785731844679,+ unseen = -2.3025850929940455,+ likelihoods =+ HashMap.fromList+ [("ordinals (first..twentieth,thirtieth,...)",+ -0.8109302162163288),+ ("ordinal (digits)", -0.587786664902119)],+ n = 7}}),+ ("last weekend of <named-month>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.639057329615259,+ likelihoods =+ HashMap.fromList+ [("October", -0.9555114450274363), ("July", -1.8718021769015913),+ ("month", -0.7731898882334817)],+ n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("the <day-of-month> (number)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Lag BaOmer",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("fractional number",+ Classifier{okData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0},+ koData =+ ClassData{prior = 0.0, unseen = -2.9444389791664407,+ likelihoods = HashMap.fromList [("", 0.0)], n = 17}}),+ ("Sunday",+ Classifier{okData =+ ClassData{prior = -0.262364264467491, unseen = -2.4849066497880004,+ likelihoods = HashMap.fromList [("", 0.0)], n = 10},+ koData =+ ClassData{prior = -1.466337068793427, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),+ ("Chinese New Year",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [("", 0.0)], n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("February",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.70805020110221,+ likelihoods = HashMap.fromList [("", 0.0)], n = 13},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("minute (grain)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.833213344056216,+ likelihoods = HashMap.fromList [("", 0.0)], n = 15},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("last|this|next <season>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("the <ordinal> quarter",+ Classifier{okData =+ ClassData{prior = -0.6931471805599453,+ unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)quarter (grain)", -0.6931471805599453),+ ("quarter", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -0.6931471805599453,+ unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)quarter (grain)", -0.6931471805599453),+ ("quarter", -0.6931471805599453)],+ n = 1}}),+ ("time-of-day (latent)",+ Classifier{okData =+ ClassData{prior = -0.635159922909596, unseen = -4.31748811353631,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)", -0.11441035117774422),+ ("integer (0..19)", -2.3581549441488563)],+ n = 71},+ koData =+ ClassData{prior = -0.7547050735593787, unseen = -4.204692619390966,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)", -7.878087785311434e-2),+ ("integer (0..19)", -3.0910424533583156),+ ("integer 21..99", -3.4965075614664802)],+ n = 63}}),+ ("beginning of year",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("last <day-of-week> of <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.3978952727983707,+ likelihoods =+ HashMap.fromList+ [("daymonth", -0.916290731874155),+ ("SundayMarch", -1.6094379124341003),+ ("MondayMarch", -1.6094379124341003),+ ("Sundayintersect", -1.6094379124341003)],+ n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<integer> <unit-of-duration>",+ Classifier{okData =+ ClassData{prior = -0.13353139262452263,+ unseen = -5.181783550292085,+ likelihoods =+ HashMap.fromList+ [("week", -2.5370924029585704),+ ("integer (0..19)year (grain)", -2.9789251552376097),+ ("integer (numeric)day (grain)", -2.6112003751122925),+ ("integer (0..19)second (grain) ", -3.7898553714539385),+ ("integer (0..19)hour (grain)", -3.096708190893993),+ ("second", -3.3843902633457743),+ ("integer (numeric)second (grain) ", -4.07753744390572),+ ("integer (numeric)year (grain)", -3.3843902633457743),+ ("day", -2.342936388517613), ("year", -2.5370924029585704),+ ("integer (numeric)week (grain)", -3.096708190893993),+ ("integer (0..19)month (grain)", -3.5667118201397288),+ ("hour", -2.691243082785829), ("month", -3.230239583518516),+ ("integer (numeric)minute (grain)", -3.230239583518516),+ ("integer (0..19)minute (grain)", -3.096708190893993),+ ("integer (numeric)month (grain)", -4.07753744390572),+ ("minute", -2.5370924029585704),+ ("integer (numeric)hour (grain)", -3.5667118201397288),+ ("integer (0..19)day (grain)", -3.5667118201397288),+ ("integer (0..19)week (grain)", -3.230239583518516)],+ n = 77},+ koData =+ ClassData{prior = -2.0794415416798357, unseen = -3.828641396489095,+ likelihoods =+ HashMap.fromList+ [("quarter", -3.1135153092103742), ("hour", -1.4087672169719492),+ ("integer (numeric)hour (grain)", -1.4087672169719492),+ ("integer (0..19)quarter (grain)", -3.1135153092103742)],+ n = 11}}),+ ("hhmm (latent)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<time-of-day> am|pm",+ Classifier{okData =+ ClassData{prior = -0.2546422183735807, unseen = -5.37989735354046,+ likelihoods =+ HashMap.fromList+ [("from|since|after <time>", -3.765840495250065),+ ("integer after|past <hour-of-day>", -3.9889840465642745),+ ("at <time-of-day>", -2.1564025828159643),+ ("<time-of-day> o'clock", -4.276666119016055),+ ("half after|past <hour-of-day>", -4.276666119016055),+ ("time-of-day (latent)", -1.7117167615545186),+ ("hhmm (latent)", -4.68213122712422),+ ("hh:mm", -2.330755969960742),+ ("quarter after|past <hour-of-day>", -4.68213122712422),+ ("until <time>", -3.9889840465642745),+ ("about|exactly <time-of-day>", -4.68213122712422),+ ("hour", -1.1856236656577395),+ ("<time-of-day> sharp|exactly", -4.68213122712422),+ ("minute", -1.791759469228055)],+ n = 100},+ koData =+ ClassData{prior = -1.492516574375198, unseen = -4.31748811353631,+ likelihoods =+ HashMap.fromList+ [("<integer> to|till|before <hour-of-day>", -3.20545280453606),+ ("from|since|after <time>", -3.20545280453606),+ ("<hour-of-day> <integer>", -3.6109179126442243),+ ("time-of-day (latent)", -1.085189268335969),+ ("hour", -1.0459685551826876), ("minute", -2.6946271807700692)],+ n = 29}}),+ ("Yom Ha'atzmaut",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("from <day-of-month> (ordinal or number) to <day-of-month> (ordinal or number) <named-month> (interval)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)ordinal (digits)July", -1.252762968495368),+ ("integer (numeric)integer (numeric)July", -1.252762968495368),+ ("month", -0.8472978603872037)],+ n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Thiru Onam",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Thai Pongal",+ Classifier{okData =+ ClassData{prior = -0.5596157879354228, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -0.8472978603872037,+ unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),+ ("Vijayadashami",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Administrative Professionals' Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Thanksgiving Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.5649493574615367,+ likelihoods = HashMap.fromList [("", 0.0)], n = 11},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("part of <named-month>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.1972245773362196,+ likelihoods =+ HashMap.fromList+ [("March", -0.6931471805599453), ("month", -0.6931471805599453)],+ n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("a <unit-of-duration>",+ Classifier{okData =+ ClassData{prior = -0.5306282510621704,+ unseen = -3.5553480614894135,+ likelihoods =+ HashMap.fromList+ [("week", -2.1400661634962708),+ ("year (grain)", -2.4277482359480516),+ ("second", -2.833213344056216),+ ("week (grain)", -2.1400661634962708),+ ("day", -2.1400661634962708),+ ("minute (grain)", -2.833213344056216),+ ("year", -2.4277482359480516),+ ("second (grain) ", -2.833213344056216),+ ("minute", -2.833213344056216),+ ("day (grain)", -2.1400661634962708)],+ n = 10},+ koData =+ ClassData{prior = -0.8873031950009028, unseen = -3.367295829986474,+ likelihoods =+ HashMap.fromList+ [("hour (grain)", -1.7227665977411035),+ ("quarter", -1.9459101490553135), ("hour", -1.7227665977411035),+ ("quarter (grain)", -1.9459101490553135)],+ n = 7}}),+ ("at the beginning|end of <year>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.3978952727983707,+ likelihoods =+ HashMap.fromList+ [("year (latent)", -0.6931471805599453),+ ("year", -0.6931471805599453)],+ n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Dhanteras",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Tu BiShvat",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Whit Monday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("hh:mm",+ Classifier{okData =+ ClassData{prior = -5.6352936551131744e-2,+ unseen = -4.2626798770413155,+ likelihoods = HashMap.fromList [("", 0.0)], n = 69},+ koData =+ ClassData{prior = -2.9041650800285006, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),+ ("Holi",+ Classifier{okData =+ ClassData{prior = -0.2876820724517809,+ unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -1.3862943611198906,+ unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),+ ("Rosh Hashanah",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<integer> <named-day> ago|back",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)Thursday", -0.6931471805599453),+ ("day", -0.6931471805599453)],+ n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Holika Dahan",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("quarter of an hour",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("second (grain) ",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("ordinals (first..twentieth,thirtieth,...)",+ Classifier{okData =+ ClassData{prior = -0.15415067982725836,+ unseen = -2.995732273553991,+ likelihoods = HashMap.fromList [("", 0.0)], n = 18},+ koData =+ ClassData{prior = -1.9459101490553135,+ unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),+ ("Mawlid",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Jumu'atul-Wida",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("quarter after|past <hour-of-day>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("time-of-day (latent)", -0.6931471805599453),+ ("hour", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("until <time>",+ Classifier{okData =+ ClassData{prior = -1.1786549963416462, unseen = -3.295836866004329,+ likelihoods =+ HashMap.fromList+ [("year (latent)", -2.159484249353372),+ ("time-of-day (latent)", -2.5649493574615367),+ ("year", -2.159484249353372),+ ("<time-of-day> am|pm", -1.8718021769015913),+ ("hh:mm", -2.159484249353372), ("hour", -2.159484249353372),+ ("minute", -1.6486586255873816)],+ n = 8},+ koData =+ ClassData{prior = -0.3677247801253174,+ unseen = -3.8501476017100584,+ likelihoods =+ HashMap.fromList+ [("intersect", -2.2192034840549946),+ ("yesterday", -2.7300291078209855),+ ("day", -2.7300291078209855),+ ("time-of-day (latent)", -1.6314168191528755),+ ("hh:mm", -2.2192034840549946), ("hour", -1.5260563034950494),+ ("minute", -1.749199854809259)],+ n = 18}}),+ ("the <cycle> after|before <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods =+ HashMap.fromList+ [("day (grain)tomorrow", -1.252762968495368),+ ("dayday", -0.8472978603872037),+ ("day (grain)yesterday", -1.252762968495368)],+ n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("about|exactly <time-of-day>",+ Classifier{okData =+ ClassData{prior = -0.15415067982725836,+ unseen = -3.6109179126442243,+ likelihoods =+ HashMap.fromList+ [("week", -1.791759469228055),+ ("hh(:mm) - <time-of-day> am|pm", -2.890371757896165),+ ("this|last|next <cycle>", -1.791759469228055),+ ("day", -2.4849066497880004),+ ("time-of-day (latent)", -2.890371757896165),+ ("hhmm (latent)", -2.4849066497880004),+ ("<time-of-day> am|pm", -2.890371757896165),+ ("hour", -2.1972245773362196),+ ("next <time>", -2.890371757896165),+ ("this|next <day-of-week>", -2.890371757896165),+ ("minute", -2.4849066497880004)],+ n = 12},+ koData =+ ClassData{prior = -1.9459101490553135, unseen = -2.833213344056216,+ likelihoods =+ HashMap.fromList+ [("mm/dd", -2.0794415416798357), ("day", -2.0794415416798357),+ ("time-of-day (latent)", -2.0794415416798357),+ ("hour", -2.0794415416798357)],+ n = 2}}),+ ("Sukkot",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<day> in <duration>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.70805020110221,+ likelihoods =+ HashMap.fromList+ [("monthyear", -1.540445040947149),+ ("Marcha <unit-of-duration>", -1.9459101490553135),+ ("March<integer> <unit-of-duration>", -1.9459101490553135),+ ("Vijayadashami<integer> <unit-of-duration>",+ -1.9459101490553135),+ ("Administrative Professionals' Day<integer> <unit-of-duration>",+ -1.9459101490553135),+ ("dayyear", -1.540445040947149)],+ n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("World Vegan Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("intersect by \",\", \"of\", \"from\", \"'s\"",+ Classifier{okData =+ ClassData{prior = -0.5292593254548287, unseen = -4.969813299576001,+ likelihoods =+ HashMap.fromList+ [("Wednesday<named-month> <day-of-month> (non ordinal)",+ -4.269697449699962),+ ("dayhour", -3.8642323415917974),+ ("daymonth", -3.016934481204594),+ ("<named-month> <day-of-month> (non ordinal)Friday",+ -4.269697449699962),+ ("Friday<named-month> <day-of-month> (non ordinal)",+ -3.5765502691400166),+ ("Wednesdayintersect", -4.269697449699962),+ ("Black Fridaythis|last|next <cycle>", -4.269697449699962),+ ("Labour Daythis|last|next <cycle>", -4.269697449699962),+ ("<part-of-day> of <time>February", -4.269697449699962),+ ("Saturday<time-of-day> am|pm", -4.269697449699962),+ ("Martin Luther King's Daythis|last|next <cycle>",+ -3.8642323415917974),+ ("on <date><time-of-day> am|pm", -4.269697449699962),+ ("hourmonth", -4.269697449699962),+ ("Fridayintersect by \",\", \"of\", \"from\" for year",+ -4.269697449699962),+ ("dayday", -2.3978952727983707),+ ("the <day-of-month> (ordinal)February", -3.8642323415917974),+ ("WednesdayOctober", -4.269697449699962),+ ("Wednesdaythis|last|next <cycle>", -3.8642323415917974),+ ("intersect<named-month> <day-of-month> (non ordinal)",+ -3.353406717825807),+ ("dayyear", -3.1710851610318525),+ ("Saturday<named-month> <day-of-month> (non ordinal)",+ -4.269697449699962),+ ("Thursdayhh:mm", -3.8642323415917974),+ ("Thanksgiving Daythis|last|next <cycle>", -4.269697449699962),+ ("on <date><named-month> <day-of-month> (non ordinal)",+ -3.8642323415917974),+ ("TuesdayOctober", -4.269697449699962),+ ("the <day-of-month> (ordinal)March", -4.269697449699962),+ ("Mondaythis|last|next <cycle>", -4.269697449699962),+ ("Fridayintersect", -4.269697449699962),+ ("Thursday<datetime> - <datetime> (interval)",+ -3.8642323415917974),+ ("Thursday<time-of-day> - <time-of-day> (interval)",+ -3.8642323415917974),+ ("Tuesdaythis|last|next <cycle>", -4.269697449699962),+ ("Sunday<named-month> <day-of-month> (non ordinal)",+ -4.269697449699962),+ ("dayminute", -2.883403088580071),+ ("minuteday", -3.353406717825807),+ ("this|last|next <cycle>Sunday", -4.269697449699962),+ ("Sundaythis|last|next <cycle>", -4.269697449699962),+ ("weekday", -4.269697449699962),+ ("dayweek", -3.1710851610318525),+ ("Monday<named-month> <day-of-month> (non ordinal)",+ -3.8642323415917974)],+ n = 43},+ koData =+ ClassData{prior = -0.8892620594862358, unseen = -4.770684624465665,+ likelihoods =+ HashMap.fromList+ [("week-endJuly", -4.069026754237811),+ ("week-endOctober", -3.3758795736778655),+ ("daymonth", -1.8718021769015913),+ ("TuesdaySeptember", -4.069026754237811),+ ("Wednesdayintersect", -4.069026754237811),+ ("hourmonth", -2.9704144655697013),+ ("Fridaythis|last|next <cycle>", -4.069026754237811),+ ("SundayFebruary", -4.069026754237811),+ ("WednesdayOctober", -4.069026754237811),+ ("week-endintersect", -4.069026754237811),+ ("dayyear", -4.069026754237811),+ ("FridayJuly", -3.6635616461296463),+ ("FridaySeptember", -4.069026754237811),+ ("WednesdayFebruary", -4.069026754237811),+ ("minutemonth", -3.152736022363656),+ ("SundayMarch", -4.069026754237811),+ ("MondayFebruary", -3.6635616461296463),+ ("Fridayintersect", -4.069026754237811),+ ("Thursday<time-of-day> - <time-of-day> (interval)",+ -3.6635616461296463),+ ("dayminute", -3.3758795736778655),+ ("SaturdaySeptember", -4.069026754237811),+ ("intersectSeptember", -3.152736022363656),+ ("MondayMarch", -4.069026754237811),+ ("on <date>September", -3.6635616461296463),+ ("Tuesdayintersect", -4.069026754237811),+ ("Sundayintersect", -4.069026754237811)],+ n = 30}}),+ ("last <time>",+ Classifier{okData =+ ClassData{prior = -0.5306282510621704,+ unseen = -3.4965075614664802,+ likelihoods =+ HashMap.fromList+ [("Father's Day", -2.772588722239781),+ ("Martin Luther King's Day", -2.772588722239781),+ ("Mother's Day", -2.772588722239781),+ ("day", -1.1631508098056809), ("Sunday", -2.772588722239781),+ ("Chinese New Year", -2.367123614131617),+ ("Thanksgiving Day", -2.772588722239781),+ ("Easter Sunday", -2.772588722239781),+ ("hour", -2.772588722239781), ("Tuesday", -2.772588722239781),+ ("week-end", -2.772588722239781)],+ n = 10},+ koData =+ ClassData{prior = -0.8873031950009028, unseen = -3.295836866004329,+ likelihoods =+ HashMap.fromList+ [("Monday", -2.5649493574615367), ("day", -2.159484249353372),+ ("Sunday", -2.5649493574615367), ("hour", -1.466337068793427),+ ("week-end", -1.466337068793427)],+ n = 7}}),+ ("March",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.044522437723423,+ likelihoods = HashMap.fromList [("", 0.0)], n = 19},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<named-month>|<named-day> <day-of-month> (ordinal)",+ Classifier{okData =+ ClassData{prior = -0.2231435513142097, unseen = -3.258096538021482,+ likelihoods =+ HashMap.fromList+ [("Octoberordinal (digits)", -2.120263536200091),+ ("Thursdayordinal (digits)", -2.5257286443082556),+ ("day", -2.120263536200091),+ ("Augustordinal (digits)", -2.5257286443082556),+ ("Marchordinals (first..twentieth,thirtieth,...)",+ -2.120263536200091),+ ("Tuesdayordinal (digits)", -2.5257286443082556),+ ("month", -1.2729656758128873),+ ("Marchordinal (digits)", -2.5257286443082556)],+ n = 8},+ koData =+ ClassData{prior = -1.6094379124341003, unseen = -2.639057329615259,+ likelihoods =+ HashMap.fromList+ [("from|since|after <time>ordinal (digits)",+ -1.8718021769015913),+ ("Augustordinal (digits)", -1.8718021769015913),+ ("month", -1.466337068793427)],+ n = 2}}),+ ("Clean Monday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<day-of-month> (ordinal)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("ordinal (digits)", 0.0)], n = 6},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Easter Sunday",+ Classifier{okData =+ ClassData{prior = -0.2876820724517809,+ unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6},+ koData =+ ClassData{prior = -1.3862943611198906,+ unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),+ ("Christmas",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.4849066497880004,+ likelihoods = HashMap.fromList [("", 0.0)], n = 10},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("mm.dd.yyyy",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Isra and Mi'raj",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<duration> after|before|from <time>",+ Classifier{okData =+ ClassData{prior = -0.3184537311185346,+ unseen = -3.5263605246161616,+ likelihoods =+ HashMap.fromList+ [("a <unit-of-duration>now", -2.803360380906535),+ ("a <unit-of-duration>Christmas", -2.803360380906535),+ ("dayday", -2.803360380906535),+ ("<integer> <unit-of-duration>today", -2.803360380906535),+ ("daysecond", -2.803360380906535),+ ("a <unit-of-duration>right now", -2.803360380906535),+ ("minutenograin", -2.803360380906535),+ ("<integer> <unit-of-duration>Christmas", -2.803360380906535),+ ("<integer> <unit-of-duration>Easter Sunday",+ -2.803360380906535),+ ("secondnograin", -2.803360380906535),+ ("yearday", -2.1102132003465894),+ ("daynograin", -2.803360380906535),+ ("<integer> <unit-of-duration>now", -2.3978952727983707)],+ n = 8},+ koData =+ ClassData{prior = -1.2992829841302609,+ unseen = -3.1780538303479458,+ likelihoods =+ HashMap.fromList+ [("dayhour", -2.4423470353692043),+ ("<integer> <unit-of-duration><day-of-month> (ordinal)",+ -2.4423470353692043),+ ("dayday", -2.03688192726104),+ ("<integer> <unit-of-duration>time-of-day (latent)",+ -2.4423470353692043),+ ("<integer> <unit-of-duration><day-of-month> (ordinal or number) <named-month>",+ -2.4423470353692043)],+ n = 3}}),+ ("<day-of-month> (ordinal or number) of <month>",+ Classifier{okData =+ ClassData{prior = -8.004270767353637e-2,+ unseen = -3.5263605246161616,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)July", -2.803360380906535),+ ("ordinals (first..twentieth,thirtieth,...)March",+ -2.803360380906535),+ ("ordinal (digits)this|last|next <cycle>", -2.1102132003465894),+ ("integer (numeric)this|last|next <cycle>",+ -2.3978952727983707),+ ("ordinal (digits)February", -2.803360380906535),+ ("integer (numeric)February", -2.3978952727983707),+ ("month", -0.9315582040049435),+ ("ordinal (digits)March", -2.803360380906535),+ ("integer (numeric)July", -2.803360380906535)],+ n = 12},+ koData =+ ClassData{prior = -2.5649493574615367,+ unseen = -2.4849066497880004,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)February", -1.7047480922384253),+ ("month", -1.7047480922384253)],+ n = 1}}),+ ("decimal number",+ Classifier{okData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0},+ koData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),+ ("Labour Day weekend",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Naraka Chaturdashi",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("beginning of month",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("next <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.6888794541139363,+ likelihoods =+ HashMap.fromList+ [("Martin Luther King's Day", -2.9704144655697013),+ ("Halloween", -2.9704144655697013),+ ("Wednesday", -2.9704144655697013),+ ("Boss's Day", -2.9704144655697013),+ ("Memorial Day", -2.9704144655697013),+ ("Monday", -2.9704144655697013),+ ("Discovery Day", -2.9704144655697013),+ ("Mother's Day", -2.9704144655697013),+ ("day", -1.0986122886681098),+ ("Thanksgiving Day", -2.9704144655697013),+ ("March", -2.9704144655697013), ("month", -2.9704144655697013),+ ("Tuesday", -2.277267285009756)],+ n = 13},+ koData =+ ClassData{prior = -infinity, unseen = -2.639057329615259,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<time-of-day> sharp|exactly",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.890371757896165,+ likelihoods =+ HashMap.fromList+ [("at <time-of-day>", -2.1400661634962708),+ ("time-of-day (latent)", -2.1400661634962708),+ ("hhmm (latent)", -2.1400661634962708),+ ("<time-of-day> am|pm", -2.1400661634962708),+ ("hh:mm", -2.1400661634962708), ("hour", -1.7346010553881064),+ ("minute", -1.4469189829363254)],+ n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("in <named-month>|year",+ Classifier{okData =+ ClassData{prior = -0.2719337154836418,+ unseen = -3.6635616461296463,+ likelihoods =+ HashMap.fromList+ [("<year> (bc|ad)", -1.845826690498331),+ ("October", -2.9444389791664407),+ ("year (latent)", -1.3350010667323402),+ ("year", -0.9295359586241757), ("March", -2.9444389791664407),+ ("month", -2.538973871058276)],+ n = 16},+ koData =+ ClassData{prior = -1.4350845252893227, unseen = -2.833213344056216,+ likelihoods =+ HashMap.fromList+ [("October", -1.6739764335716716),+ ("year (latent)", -1.3862943611198906),+ ("year", -1.3862943611198906), ("month", -1.6739764335716716)],+ n = 5}}),+ ("Islamic New Year",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Lent",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("negative numbers",+ Classifier{okData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0},+ koData =+ ClassData{prior = 0.0, unseen = -3.332204510175204,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)", -7.696104113612832e-2),+ ("integer (0..19)", -2.6026896854443837)],+ n = 25}}),+ ("about|exactly <duration>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("half a <time-grain>", -0.6931471805599453),+ ("minute", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<time> before last|after next",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.639057329615259,+ likelihoods =+ HashMap.fromList+ [("Wednesday", -1.8718021769015913),+ ("Friday", -1.466337068793427), ("day", -1.1786549963416462),+ ("March", -1.8718021769015913), ("month", -1.8718021769015913)],+ n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("by the end of <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("this|last|next <cycle>", -0.6931471805599453),+ ("month", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("half an hour (abbrev).",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("hhmm (military) am|pm",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<datetime> - <datetime> (interval)",+ Classifier{okData =+ ClassData{prior = -0.5596157879354228, unseen = -4.127134385045092,+ likelihoods =+ HashMap.fromList+ [("intersecthh:mm", -3.012261575505202),+ ("from|since|after <time>hh:mm", -2.501435951739211),+ ("minuteminute", -1.2776605201170952),+ ("hh:mmhh:mm", -1.9136492868370918),+ ("dayday", -3.012261575505202),+ ("hourhour", -3.012261575505202),+ ("<named-month> <day-of-month> (non ordinal)<named-month> <day-of-month> (non ordinal)",+ -3.012261575505202),+ ("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",+ -3.012261575505202),+ ("<time-of-day> am|pm<time-of-day> am|pm", -3.012261575505202)],+ n = 20},+ koData =+ ClassData{prior = -0.8472978603872037, unseen = -3.951243718581427,+ likelihoods =+ HashMap.fromList+ [("hourday", -3.2386784521643803),+ ("<named-month> <day-of-month> (non ordinal)July",+ -3.2386784521643803),+ ("daymonth", -2.833213344056216),+ ("<time-of-day> am|pmintersect", -3.2386784521643803),+ ("hh:mm<time-of-day> am|pm", -2.833213344056216),+ ("minuteminute", -1.9859154836690123),+ ("from|since|after <time><time-of-day> am|pm",+ -3.2386784521643803),+ ("dayday", -3.2386784521643803),+ ("from|since|after <time><day-of-month> (ordinal or number) <named-month>",+ -2.833213344056216),+ ("hourhour", -2.5455312716044354),+ ("minutehour", -2.833213344056216),+ ("hh:mmintersect", -2.322387720290225),+ ("<named-month> <day-of-month> (non ordinal)August",+ -3.2386784521643803),+ ("about|exactly <time-of-day><time-of-day> am|pm",+ -3.2386784521643803),+ ("from|since|after <time>intersect", -2.833213344056216)],+ n = 15}}),+ ("Tuesday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.639057329615259,+ likelihoods = HashMap.fromList [("", 0.0)], n = 12},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("New Year's Day",+ Classifier{okData =+ ClassData{prior = -1.6094379124341003,+ unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -0.2231435513142097,+ unseen = -2.3025850929940455,+ likelihoods = HashMap.fromList [("", 0.0)], n = 8}}),+ ("fortnight",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<integer> and an half hour",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("National Patriots' Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Laylat al-Qadr",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Boghi",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("at the beginning|end of <named-month>",+ Classifier{okData =+ ClassData{prior = -0.2231435513142097,+ unseen = -2.5649493574615367,+ likelihoods =+ HashMap.fromList+ [("January", -1.3862943611198906),+ ("April", -1.3862943611198906), ("month", -0.8754687373538999)],+ n = 4},+ koData =+ ClassData{prior = -1.6094379124341003,+ unseen = -1.9459101490553135,+ likelihoods =+ HashMap.fromList+ [("October", -1.0986122886681098),+ ("month", -1.0986122886681098)],+ n = 1}}),+ ("<time-of-day> - <time-of-day> (interval)",+ Classifier{okData =+ ClassData{prior = -1.0296194171811581, unseen = -4.110873864173311,+ likelihoods =+ HashMap.fromList+ [("from|since|after <time>hh:mm", -2.4849066497880004),+ ("minuteminute", -1.529395204760564),+ ("from|since|after <time><time-of-day> am|pm",+ -3.4011973816621555),+ ("hh:mmhh:mm", -1.8971199848858813),+ ("<time-of-day> am|pmtime-of-day (latent)", -2.70805020110221),+ ("hourhour", -1.8971199848858813),+ ("from|since|after <time>time-of-day (latent)",+ -3.4011973816621555),+ ("<time-of-day> am|pm<time-of-day> am|pm", -2.70805020110221)],+ n = 20},+ koData =+ ClassData{prior = -0.4418327522790392, unseen = -4.532599493153256,+ likelihoods =+ HashMap.fromList+ [("about|exactly <time-of-day>time-of-day (latent)",+ -3.828641396489095),+ ("until <time>time-of-day (latent)", -2.575878427993727),+ ("hh:mmtime-of-day (latent)", -2.12389330425067),+ ("hh:mm<time-of-day> am|pm", -3.4231762883809305),+ ("from|since|after <time><time-of-day> am|pm",+ -3.828641396489095),+ ("<time-of-day> am|pmtime-of-day (latent)", -3.828641396489095),+ ("at <time-of-day><time-of-day> am|pm", -3.828641396489095),+ ("hourhour", -1.6314168191528755),+ ("from|since|after <time><integer> to|till|before <hour-of-day>",+ -3.828641396489095),+ ("hourminute", -3.828641396489095),+ ("minutehour", -1.5773495978825998),+ ("until <time><time-of-day> am|pm", -3.4231762883809305),+ ("about|exactly <time-of-day><time-of-day> am|pm",+ -3.828641396489095),+ ("from|since|after <time>time-of-day (latent)",+ -2.575878427993727),+ ("at <time-of-day>time-of-day (latent)", -3.4231762883809305),+ ("<integer> to|till|before <hour-of-day>time-of-day (latent)",+ -3.4231762883809305)],+ n = 36}}),+ ("military spelled out numbers am|pm",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods =+ HashMap.fromList [("integer (0..19)integer (20..90)", 0.0)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("winter",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("nth <time> after <time>",+ Classifier{okData =+ ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,+ likelihoods =+ HashMap.fromList+ [("dayday", -0.916290731874155),+ ("ordinals (first..twentieth,thirtieth,...)Tuesdayintersect",+ -0.916290731874155)],+ n = 1},+ koData =+ ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,+ likelihoods =+ HashMap.fromList+ [("dayday", -0.916290731874155),+ ("ordinals (first..twentieth,thirtieth,...)TuesdayChristmas",+ -0.916290731874155)],+ n = 1}}),+ ("<named-month> <day-of-month> (non ordinal)",+ Classifier{okData =+ ClassData{prior = -0.42121346507630353,+ unseen = -3.951243718581427,+ likelihoods =+ HashMap.fromList+ [("Augustinteger (numeric)", -2.5455312716044354),+ ("Marchinteger (numeric)", -2.833213344056216),+ ("Aprilinteger (numeric)", -3.2386784521643803),+ ("month", -0.8407831793660099),+ ("Februaryinteger (numeric)", -1.9859154836690123),+ ("Septemberinteger (numeric)", -2.833213344056216),+ ("Octoberinteger (numeric)", -2.833213344056216),+ ("Julyinteger (numeric)", -2.1400661634962708)],+ n = 21},+ koData =+ ClassData{prior = -1.067840630001356, unseen = -3.4657359027997265,+ likelihoods =+ HashMap.fromList+ [("Augustinteger (numeric)", -2.3353749158170367),+ ("Marchinteger (numeric)", -2.740840023925201),+ ("Aprilinteger (numeric)", -2.740840023925201),+ ("month", -0.9490805546971459),+ ("from|since|after <time>integer (numeric)",+ -2.3353749158170367),+ ("Julyinteger (numeric)", -1.6422277352570913)],+ n = 11}}),+ ("Diwali",+ Classifier{okData =+ ClassData{prior = -0.2876820724517809,+ unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -1.3862943611198906,+ unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),+ ("last night",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("this|next <day-of-week>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.995732273553991,+ likelihoods =+ HashMap.fromList+ [("Thursday", -2.2512917986064953),+ ("Wednesday", -2.2512917986064953),+ ("Monday", -1.845826690498331), ("day", -0.8649974374866046),+ ("Tuesday", -1.55814461804655)],+ n = 7},+ koData =+ ClassData{prior = -infinity, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("ordinal (digits)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.784189633918261,+ likelihoods = HashMap.fromList [("", 0.0)], n = 42},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("quarter (grain)",+ Classifier{okData =+ ClassData{prior = -0.2876820724517809, unseen = -2.639057329615259,+ likelihoods = HashMap.fromList [("", 0.0)], n = 12},+ koData =+ ClassData{prior = -1.3862943611198906, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),+ ("last <cycle> of <time>",+ Classifier{okData =+ ClassData{prior = -0.916290731874155, unseen = -3.1354942159291497,+ likelihoods =+ HashMap.fromList+ [("day (grain)October", -1.9924301646902063),+ ("daymonth", -1.4816045409242156),+ ("day (grain)intersect", -1.9924301646902063),+ ("weekmonth", -1.9924301646902063),+ ("week (grain)intersect", -2.3978952727983707),+ ("week (grain)September", -2.3978952727983707)],+ n = 6},+ koData =+ ClassData{prior = -0.5108256237659907, unseen = -3.367295829986474,+ likelihoods =+ HashMap.fromList+ [("daymonth", -2.2335922215070942),+ ("day (grain)May", -2.2335922215070942),+ ("week (grain)year (latent)", -1.9459101490553135),+ ("weekmonth", -1.7227665977411035),+ ("week (grain)October", -2.2335922215070942),+ ("weekyear", -1.9459101490553135),+ ("week (grain)intersect", -2.2335922215070942)],+ n = 9}}),+ ("Chhath",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Vasant Panchami",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<day-of-month>(ordinal) <named-month> year",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)April", -0.6931471805599453),+ ("month", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("the <ordinal> last <cycle> of <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.9444389791664407,+ likelihoods =+ HashMap.fromList+ [("ordinals (first..twentieth,thirtieth,...)week (grain)year (latent)",+ -2.1972245773362196),+ ("daymonth", -2.1972245773362196),+ ("ordinal (digits)day (grain)May", -2.1972245773362196),+ ("ordinals (first..twentieth,thirtieth,...)week (grain)intersect",+ -2.1972245773362196),+ ("weekmonth", -1.791759469228055),+ ("ordinal (digits)week (grain)year (latent)",+ -2.1972245773362196),+ ("weekyear", -1.791759469228055),+ ("ordinals (first..twentieth,thirtieth,...)week (grain)October",+ -2.1972245773362196)],+ n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -2.1972245773362196,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Black Friday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("week-end",+ Classifier{okData =+ ClassData{prior = -1.3862943611198906,+ unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -0.2876820724517809,+ unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6}}),+ ("Great Lent",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Maundy Thursday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("day (grain)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.4339872044851463,+ likelihoods = HashMap.fromList [("", 0.0)], n = 29},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("right now",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("for <duration> from <time>",+ Classifier{okData =+ ClassData{prior = -0.40546510810816444,+ unseen = -2.3025850929940455,+ likelihoods =+ HashMap.fromList+ [("<integer> <unit-of-duration><day-of-month> (ordinal)",+ -1.5040773967762742),+ ("dayday", -1.0986122886681098),+ ("<integer> <unit-of-duration><day-of-month> (ordinal or number) <named-month>",+ -1.5040773967762742)],+ n = 2},+ koData =+ ClassData{prior = -1.0986122886681098,+ unseen = -2.0794415416798357,+ likelihoods =+ HashMap.fromList+ [("dayhour", -1.252762968495368),+ ("<integer> <unit-of-duration>time-of-day (latent)",+ -1.252762968495368)],+ n = 1}}),+ ("compose by multiplication",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList [("integer (0..19)powers of tens", 0.0)],+ n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("end of year",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.4849066497880004,+ likelihoods = HashMap.fromList [("", 0.0)], n = 10},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("between <time> and <time>",+ Classifier{okData =+ ClassData{prior = -1.0986122886681098,+ unseen = -3.1780538303479458,+ likelihoods =+ HashMap.fromList+ [("minuteminute", -0.832909122935104),+ ("hh:mmhh:mm", -0.832909122935104)],+ n = 9},+ koData =+ ClassData{prior = -0.40546510810816444,+ unseen = -3.7376696182833684,+ likelihoods =+ HashMap.fromList+ [("hh:mmtime-of-day (latent)", -1.410986973710262),+ ("minuteminute", -1.410986973710262),+ ("minutehour", -1.410986973710262),+ ("hh:mmintersect", -1.410986973710262)],+ n = 18}}),+ ("<month> dd-dd (interval)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.4657359027997265,+ likelihoods =+ HashMap.fromList+ [("from|since|after <time>integer (numeric)integer (numeric)",+ -2.740840023925201),+ ("from|since|after <time>ordinal (digits)ordinal (digits)",+ -2.740840023925201),+ ("Julyinteger (numeric)integer (numeric)", -1.6422277352570913),+ ("Augustordinal (digits)integer (numeric)",+ -2.3353749158170367),+ ("from|since|after <time>ordinal (digits)integer (numeric)",+ -2.740840023925201),+ ("month", -0.8690378470236094),+ ("Augustordinal (digits)ordinal (digits)",+ -2.3353749158170367)],+ n = 12},+ koData =+ ClassData{prior = -infinity, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("intersect by \",\", \"of\", \"from\" for year",+ Classifier{okData =+ ClassData{prior = -0.10536051565782628,+ unseen = -3.332204510175204,+ likelihoods =+ HashMap.fromList+ [("Black Fridaythis|last|next <cycle>", -2.6026896854443837),+ ("Labour Daythis|last|next <cycle>", -2.6026896854443837),+ ("Martin Luther King's Daythis|last|next <cycle>",+ -2.1972245773362196),+ ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",+ -2.6026896854443837),+ ("dayyear", -0.9932517730102834),+ ("Thanksgiving Daythis|last|next <cycle>", -2.6026896854443837),+ ("intersectyear (latent)", -2.6026896854443837),+ ("<named-month> <day-of-month> (non ordinal)year (latent)",+ -2.1972245773362196)],+ n = 9},+ koData =+ ClassData{prior = -2.3025850929940455,+ unseen = -2.4849066497880004,+ likelihoods =+ HashMap.fromList+ [("Fridaythis|last|next <cycle>", -1.7047480922384253),+ ("dayyear", -1.7047480922384253)],+ n = 1}}),+ ("part of days",+ Classifier{okData =+ ClassData{prior = -6.899287148695143e-2,+ unseen = -3.4011973816621555,+ likelihoods = HashMap.fromList [("", 0.0)], n = 28},+ koData =+ ClassData{prior = -2.70805020110221, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2}}), ("at the beginning|end of <week>", Classifier{okData = ClassData{prior = 0.0, unseen = -4.330733340286331,
Duckling/Ranking/Classifiers/EN_GB.hs view
@@ -60,2922 +60,3130 @@ likelihoods = HashMap.fromList [], n = 0}}), ("Thursday", Classifier{okData =- ClassData{prior = -9.53101798043249e-2,- unseen = -3.4657359027997265,- likelihoods = HashMap.fromList [("", 0.0)], n = 30},- koData =- ClassData{prior = -2.3978952727983707,- unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),- ("integer (numeric)",- Classifier{okData =- ClassData{prior = -0.6366143532277309, unseen = -5.648974238161206,- likelihoods = HashMap.fromList [("", 0.0)], n = 282},- koData =- ClassData{prior = -0.7530684850340607, unseen = -5.53338948872752,- likelihoods = HashMap.fromList [("", 0.0)], n = 251}}),- ("<duration> hence|ago",- Classifier{okData =- ClassData{prior = -5.406722127027582e-2,- unseen = -3.784189633918261,- likelihoods =- HashMap.fromList- [("week", -1.563975538357343), ("day", -1.8152899666382492),- ("year", -2.662587827025453),- ("<integer> <unit-of-duration>", -1.0531499145913523),- ("a <unit-of-duration>", -2.662587827025453),- ("month", -2.662587827025453),- ("fortnight", -2.662587827025453)],- n = 18},- koData =- ClassData{prior = -2.9444389791664407,- unseen = -2.3025850929940455,- likelihoods =- HashMap.fromList- [("year", -1.5040773967762742),- ("<integer> <unit-of-duration>", -1.5040773967762742)],- n = 1}}),- ("noon|midnight|EOD|end of day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.9459101490553135,- likelihoods = HashMap.fromList [("", 0.0)], n = 5},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("quarter to|till|before <hour-of-day>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList- [("noon|midnight|EOD|end of day", -0.6931471805599453),- ("hour", -0.6931471805599453)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("Father's Day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<cycle> after|before <time>",- Classifier{okData =- ClassData{prior = -0.6931471805599453, unseen = -2.833213344056216,- likelihoods =- HashMap.fromList- [("day (grain)tomorrow", -1.6739764335716716),- ("dayday", -1.1631508098056809),- ("day (grain)yesterday", -1.6739764335716716)],- n = 4},- koData =- ClassData{prior = -0.6931471805599453, unseen = -2.833213344056216,- likelihoods =- HashMap.fromList- [("dayhour", -1.6739764335716716),- ("year (grain)Christmas", -2.0794415416798357),- ("dayday", -2.0794415416798357),- ("day (grain)intersect", -1.6739764335716716),- ("day (grain)Easter Sunday", -2.0794415416798357),- ("yearday", -2.0794415416798357)],- n = 4}}),- ("Easter Monday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Navaratri",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Martin Luther King's Day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.3025850929940455,- likelihoods = HashMap.fromList [("", 0.0)], n = 8},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("integer (20..90)",- Classifier{okData =- ClassData{prior = -0.6931471805599453,- unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -0.6931471805599453,- unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),- ("Shemini Atzeret",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Ramadan",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Lazarus Saturday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("intersect 2 numbers",- Classifier{okData =- ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,- likelihoods =- HashMap.fromList- [("compose by multiplicationinteger (0..19)",- -0.2231435513142097)],- n = 3},- koData =- ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,- likelihoods =- HashMap.fromList- [("powers of tensinteger (0..19)", -0.2231435513142097)],- n = 3}}),- ("mm/yyyy",- Classifier{okData =- ClassData{prior = -1.3862943611198906,- unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -0.2876820724517809,- unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),- ("integer after|past <hour-of-day>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.3025850929940455,- likelihoods =- HashMap.fromList- [("hour", -0.8109302162163288),- ("integer (numeric)time-of-day (latent)", -1.0986122886681098),- ("integer (20..90)time-of-day (latent)", -1.5040773967762742)],- n = 3},- koData =- ClassData{prior = -infinity, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [], n = 0}}),- ("Yom HaShoah",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<day-of-month> (ordinal or number) <named-month>",- Classifier{okData =- ClassData{prior = -1.3862943611198906, unseen = -2.890371757896165,- likelihoods =- HashMap.fromList- [("ordinal (digits)December", -2.1400661634962708),- ("ordinal (digits)February", -2.1400661634962708),- ("integer (numeric)April", -2.1400661634962708),- ("month", -1.4469189829363254)],- n = 3},- koData =- ClassData{prior = -0.2876820724517809,- unseen = -3.4011973816621555,- likelihoods =- HashMap.fromList- [("ordinal (digits)October", -2.6741486494265287),- ("ordinal (digits)July", -2.6741486494265287),- ("integer (numeric)September", -2.268683541318364),- ("ordinal (digits)August", -2.6741486494265287),- ("integer (numeric)August", -2.6741486494265287),- ("ordinal (digits)April", -2.6741486494265287),- ("month", -1.0647107369924282),- ("integer (numeric)July", -2.268683541318364)],- n = 9}}),- ("<time> <part-of-day>",- Classifier{okData =- ClassData{prior = -9.237332013101517e-2,- unseen = -4.48863636973214,- likelihoods =- HashMap.fromList- [("<day-of-month> (ordinal)in|during the <part-of-day>",- -3.784189633918261),- ("dayhour", -1.4816045409242156),- ("Mondayearly morning", -3.378724525810097),- ("time-of-day (latent)tonight", -3.378724525810097),- ("hourhour", -2.3978952727983707),- ("<time-of-day> o'clockin|during the <part-of-day>",- -3.784189633918261),- ("todaypart of days", -3.784189633918261),- ("minutehour", -2.6855773452501515),- ("at <time-of-day>in|during the <part-of-day>",- -3.378724525810097),- ("time-of-day (latent)this <part-of-day>", -3.784189633918261),- ("Mondayin|during the <part-of-day>", -3.784189633918261),- ("intersectpart of days", -3.784189633918261),- ("intersectin|during the <part-of-day>", -3.784189633918261),- ("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",- -3.784189633918261),- ("the <day-of-month> (ordinal)in|during the <part-of-day>",- -3.784189633918261),- ("tomorrowpart of days", -2.3978952727983707),- ("hh:mmin|during the <part-of-day>", -3.0910424533583156),- ("time-of-day (latent)in|during the <part-of-day>",- -3.784189633918261),- ("hhmm (latent)in|during the <part-of-day>",- -3.784189633918261),- ("yesterdaypart of days", -3.378724525810097),- ("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",- -3.784189633918261),- ("Mondaypart of days", -3.784189633918261)],- n = 31},- koData =- ClassData{prior = -2.4277482359480516,- unseen = -3.4965075614664802,- likelihoods =- HashMap.fromList- [("yearhour", -2.772588722239781),- ("monthhour", -2.772588722239781),- ("hourhour", -2.772588722239781),- ("year (latent)in|during the <part-of-day>",- -2.772588722239781),- ("Februaryin|during the <part-of-day>", -2.772588722239781),- ("time-of-day (latent)in|during the <part-of-day>",- -2.772588722239781)],- n = 3}}),- ("dd/mm",- Classifier{okData =- ClassData{prior = -1.2685113254635072,- unseen = -2.3978952727983707,- likelihoods = HashMap.fromList [("", 0.0)], n = 9},- koData =- ClassData{prior = -0.33024168687057687,- unseen = -3.2188758248682006,- likelihoods = HashMap.fromList [("", 0.0)], n = 23}}),- ("today",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.9459101490553135,- likelihoods = HashMap.fromList [("", 0.0)], n = 5},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("at <time-of-day>",- Classifier{okData =- ClassData{prior = -8.961215868968717e-2,- unseen = -4.948759890378168,- likelihoods =- HashMap.fromList- [("<time> timezone", -3.8430301339411947),- ("noon|midnight|EOD|end of day", -3.8430301339411947),- ("integer after|past <hour-of-day>", -3.8430301339411947),- ("half after|past <hour-of-day>", -4.248495242049359),- ("time-of-day (latent)", -1.6835458845878222),- ("hhmm (latent)", -3.5553480614894135),- ("<time-of-day> am|pm", -1.8061482066801546),- ("hh:mm", -3.332204510175204),- ("about|exactly <time-of-day>", -3.8430301339411947),- ("hour", -1.0704414117014134),- ("<time-of-day> sharp|exactly", -4.248495242049359),- ("minute", -2.05127066471314)],- n = 64},- koData =- ClassData{prior = -2.456735772821304, unseen = -3.2188758248682006,- likelihoods =- HashMap.fromList- [("time-of-day (latent)", -1.2321436812926323),- ("hour", -1.2321436812926323)],- n = 6}}),- ("December",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("absorption of , after named day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -3.332204510175204,- likelihoods =- HashMap.fromList- [("on <date>", -2.1972245773362196),- ("Wednesday", -2.6026896854443837),- ("Saturday", -2.6026896854443837),- ("Monday", -2.1972245773362196),- ("Friday", -1.9095425048844386), ("day", -0.8979415932059586),- ("Sunday", -2.6026896854443837)],- n = 10},- koData =- ClassData{prior = -infinity, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [], n = 0}}),- ("September",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("tonight",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("last|past|next <duration>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -4.2626798770413155,- likelihoods =- HashMap.fromList- [("week", -2.456735772821304), ("second", -2.639057329615259),- ("day", -2.3025850929940455), ("year", -2.639057329615259),- ("<integer> <unit-of-duration>", -0.7827593392496325),- ("hour", -2.639057329615259), ("month", -2.639057329615259),- ("minute", -2.639057329615259)],- n = 31},- koData =- ClassData{prior = -infinity, unseen = -2.1972245773362196,- likelihoods = HashMap.fromList [], n = 0}}),- ("the ides of <named-month>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList- [("March", -0.6931471805599453), ("month", -0.6931471805599453)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("on <date>",- Classifier{okData =- ClassData{prior = -0.13353139262452263,- unseen = -4.204692619390966,- likelihoods =- HashMap.fromList- [("Thursday", -1.4816045409242156),- ("dd/mm", -3.4965075614664802),- ("absorption of , after named day", -3.0910424533583156),- ("intersect", -3.0910424533583156),- ("Saturday", -2.803360380906535),- ("Friday", -3.4965075614664802), ("day", -0.8574502318512216),- ("the <day-of-month> (ordinal)", -3.0910424533583156),- ("intersect by \",\", \"of\", \"from\", \"'s\"",- -2.803360380906535),- ("hour", -3.4965075614664802)],- n = 28},- koData =- ClassData{prior = -2.0794415416798357,- unseen = -2.9444389791664407,- likelihoods =- HashMap.fromList- [("intersect", -1.791759469228055), ("day", -1.2809338454620642),- ("intersect by \",\", \"of\", \"from\", \"'s\"",- -1.791759469228055)],- n = 4}}),- ("integer (0..19)",- Classifier{okData =- ClassData{prior = -0.11122563511022437,- unseen = -3.970291913552122,- likelihoods = HashMap.fromList [("", 0.0)], n = 51},- koData =- ClassData{prior = -2.2512917986064953,- unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6}}),- ("between <time-of-day> and <time-of-day> (interval)",- Classifier{okData =- ClassData{prior = -0.6931471805599453,- unseen = -3.1354942159291497,- likelihoods =- HashMap.fromList- [("minuteminute", -0.7884573603642702),- ("hh:mmhh:mm", -0.7884573603642702)],- n = 9},- koData =- ClassData{prior = -0.6931471805599453,- unseen = -3.1354942159291497,- likelihoods =- HashMap.fromList- [("hh:mmtime-of-day (latent)", -0.7884573603642702),- ("minutehour", -0.7884573603642702)],- n = 9}}),- ("Halloween",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Passover",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("from <month> dd-dd (interval)",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.3978952727983707,- likelihoods =- HashMap.fromList- [("Julyinteger (numeric)integer (numeric)", -1.6094379124341003),- ("Augustordinal (digits)integer (numeric)",- -1.6094379124341003),- ("month", -0.916290731874155),- ("Augustordinal (digits)ordinal (digits)",- -1.6094379124341003)],- n = 3},- koData =- ClassData{prior = -infinity, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [], n = 0}}),- ("October",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.890371757896165,- likelihoods = HashMap.fromList [("", 0.0)], n = 16},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("from|since|after <time-of-day>",- Classifier{okData =- ClassData{prior = -1.5950491749820006, unseen = -4.04305126783455,- likelihoods =- HashMap.fromList- [("July", -3.332204510175204),- ("time-of-day (latent)", -2.4159137783010487),- ("<time-of-day> am|pm", -2.4159137783010487),- ("hh:mm", -2.4159137783010487), ("hour", -1.8281271133989299),- ("month", -2.9267394020670396), ("minute", -2.4159137783010487),- ("August", -3.332204510175204)],- n = 14},- koData =- ClassData{prior = -0.22677331936478848,- unseen = -4.9344739331306915,- likelihoods =- HashMap.fromList- [("<integer> to|till|before <hour-of-day>", -3.828641396489095),- ("week", -4.23410650459726),- ("<day-of-month> (ordinal or number) <named-month>",- -4.23410650459726),- ("today", -4.23410650459726), ("intersect", -2.362304327695668),- ("second", -4.23410650459726), ("now", -3.5409593240373143),- ("tomorrow", -3.828641396489095),- ("this|last|next <cycle>", -4.23410650459726),- ("day", -1.8827312474337816),- ("time-of-day (latent)", -4.23410650459726),- ("<time-of-day> am|pm", -3.828641396489095),- ("nograin", -3.5409593240373143),- ("<named-month>|<named-day> <day-of-month> (ordinal)",- -4.23410650459726),- ("Easter Sunday", -4.23410650459726),- ("Christmas", -3.5409593240373143),- ("hour", -2.981343536101891), ("month", -4.23410650459726),- ("<datetime> - <datetime> (interval)", -2.847812143477369),- ("<time-of-day> - <time-of-day> (interval)",- -2.5293584123588344),- ("<named-month> <day-of-month> (non ordinal)",- -3.828641396489095),- ("minute", -1.749199854809259),- ("right now", -4.23410650459726),- ("<month> dd-dd (interval)", -3.5409593240373143),- ("dd-dd <month> (interval)", -3.828641396489095)],- n = 55}}),- ("month (grain)",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.833213344056216,- likelihoods = HashMap.fromList [("", 0.0)], n = 15},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<integer> more <unit-of-duration>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList- [("integer (numeric)minute (grain)", -0.6931471805599453),- ("minute", -0.6931471805599453)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("<time-of-day> o'clock",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.1972245773362196,- likelihoods =- HashMap.fromList- [("time-of-day (latent)", -0.6931471805599453),- ("hour", -0.6931471805599453)],- n = 3},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("in|within|after <duration>",- Classifier{okData =- ClassData{prior = -0.11000089521432846,- unseen = -4.6443908991413725,- likelihoods =- HashMap.fromList- [("week", -3.248434627109745),- ("<integer> more <unit-of-duration>", -3.9415818076696905),- ("three-quarters of an hour", -3.0252910757955354),- ("<integer> + '\"", -3.248434627109745),- ("number.number hours", -3.9415818076696905),- ("second", -3.536116699561526), ("day", -3.248434627109745),- ("half an hour", -3.0252910757955354),- ("year", -3.9415818076696905),- ("<integer> <unit-of-duration>", -1.5902065505062128),- ("a <unit-of-duration>", -3.0252910757955354),- ("quarter of an hour", -3.0252910757955354),- ("hour", -2.5552874465498),- ("about|exactly <duration>", -3.9415818076696905),- ("<integer> and an half hour", -3.9415818076696905),- ("minute", -1.3025244780544318)],- n = 43},- koData =- ClassData{prior = -2.2617630984737906, unseen = -3.332204510175204,- likelihoods =- HashMap.fromList- [("quarter", -2.1972245773362196), ("year", -1.9095425048844386),- ("<integer> <unit-of-duration>", -1.9095425048844386),- ("a <unit-of-duration>", -2.1972245773362196)],- n = 5}}),- ("January",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("three-quarters of an hour",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Mattu Pongal",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Wednesday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.3025850929940455,- likelihoods = HashMap.fromList [("", 0.0)], n = 8},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("half after|past <hour-of-day>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.9459101490553135,- likelihoods =- HashMap.fromList- [("time-of-day (latent)", -0.6931471805599453),- ("hour", -0.6931471805599453)],- n = 2},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("<integer> + '\"",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],- n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("half <integer> (UK style hour-of-day)",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList- [("time-of-day (latent)", -0.6931471805599453),- ("hour", -0.6931471805599453)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("July",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.833213344056216,- likelihoods = HashMap.fromList [("", 0.0)], n = 15},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("hour (grain)",- Classifier{okData =- ClassData{prior = -0.8209805520698302,- unseen = -2.5649493574615367,- likelihoods = HashMap.fromList [("", 0.0)], n = 11},- koData =- ClassData{prior = -0.579818495252942, unseen = -2.772588722239781,- likelihoods = HashMap.fromList [("", 0.0)], n = 14}}),- ("Shavuot",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<day> <duration> hence|ago",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList- [("dayyear", -0.6931471805599453),- ("Diwali<integer> <unit-of-duration>", -0.6931471805599453)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("<ordinal> quarter",- Classifier{okData =- ClassData{prior = -0.4700036292457356, unseen = -2.639057329615259,- likelihoods =- HashMap.fromList- [("ordinal (digits)quarter (grain)", -1.1786549963416462),- ("ordinals (first..twentieth,thirtieth,...)quarter (grain)",- -1.466337068793427),- ("quarter", -0.7731898882334817)],- n = 5},- koData =- ClassData{prior = -0.9808292530117262,- unseen = -2.3025850929940455,- likelihoods =- HashMap.fromList- [("ordinal (digits)quarter (grain)", -0.8109302162163288),- ("quarter", -0.8109302162163288)],- n = 3}}),- ("Boss's Day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Orthodox Easter Sunday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("one twenty two",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("intersect",- Classifier{okData =- ClassData{prior = -0.45868580431307404,- unseen = -6.723832440821209,- likelihoods =- HashMap.fromList- [("Navaratriyear (latent)", -6.029482614295503),- ("Father's Dayyear (latent)", -6.029482614295503),- ("Ramadanyear (latent)", -6.029482614295503),- ("<datetime> - <datetime> (interval)on <date>",- -4.776719645800135),- ("Bhai Doojyear (latent)", -6.029482614295503),- ("<time-of-day> - <time-of-day> (interval)on <date>",- -4.776719645800135),- ("hourday", -4.324734522057078),- ("dayhour", -3.1117118822112237),- ("Martin Luther King's Dayyear (latent)", -5.6240175061873385),- ("Shemini Atzeretyear (latent)", -6.029482614295503),- ("daymonth", -5.336335433735558),- ("monthday", -5.6240175061873385),- ("monthyear", -4.420044701861403),- ("Yom Ha'atzmautyear (latent)", -6.029482614295503),- ("Vijayadashamiyear (latent)", -6.029482614295503),- ("Thanksgiving Dayyear (latent)", -4.930870325627393),- ("Thai Pongalyear (latent)", -5.336335433735558),- ("Thiru Onamyear (latent)", -5.336335433735558),- ("Tuesdaythe <day-of-month> (ordinal)", -6.029482614295503),- ("from <datetime> - <datetime> (interval)July",- -6.029482614295503),- ("houryear", -5.336335433735558),- ("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",- -6.029482614295503),- ("Christmas<time-of-day> am|pm", -6.029482614295503),- ("last <day-of-week> of <time>year (latent)",- -6.029482614295503),- ("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",- -5.336335433735558),- ("<time-of-day> am|pmintersect", -4.776719645800135),- ("Octoberyear (latent)", -4.776719645800135),- ("intersect<time-of-day> am|pm", -6.029482614295503),- ("Mattu Pongalyear (latent)", -6.029482614295503),- ("Shavuotyear (latent)", -6.029482614295503),- ("Dhanterasin <named-month>|year", -6.029482614295503),- ("at <time-of-day>in|within|after <duration>",- -6.029482614295503),- ("Thursdayhh(:mm) - <time-of-day> am|pm", -6.029482614295503),- ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",- -5.6240175061873385),- ("Marchyear (latent)", -6.029482614295503),- ("Sukkotyear (latent)", -5.6240175061873385),- ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",- -6.029482614295503),- ("Clean Mondayyear (latent)", -5.6240175061873385),- ("monthhour", -5.6240175061873385),- ("todayat <time-of-day>", -6.029482614295503),- ("Thursday<time> timezone", -4.324734522057078),- ("dd/mm<time-of-day> am|pm", -6.029482614295503),- ("this <time>hh(:mm) - <time-of-day> am|pm",- -6.029482614295503),- ("Palm SundaySunday", -5.6240175061873385),- ("dayday", -3.8322580369592836),- ("dd/mmat <time-of-day>", -6.029482614295503),- ("<time> <part-of-day>at <time-of-day>", -6.029482614295503),- ("tonightat <time-of-day>", -6.029482614295503),- ("<time-of-day> am|pmabsorption of , after named day",- -5.336335433735558),- ("today<time-of-day> am|pm", -6.029482614295503),- ("Februarythe <day-of-month> (ordinal)", -5.6240175061873385),- ("at <time-of-day><time> <part-of-day>", -6.029482614295503),- ("hourhour", -4.776719645800135),- ("<time-of-day> am|pmon <date>", -4.014579593753238),- ("Wednesdaythis|last|next <cycle>", -6.029482614295503),- ("Lentyear (latent)", -6.029482614295503),- ("intersect<named-month> <day-of-month> (non ordinal)",- -4.5254052175192285),- ("Boghiyear (latent)", -6.029482614295503),- ("dayyear", -1.9776976664921981),- ("<time-of-day> o'clockin|during the <part-of-day>",- -6.029482614295503),- ("Thursdayat <time-of-day>", -5.6240175061873385),- ("Islamic New Yearyear (latent)", -5.6240175061873385),- ("Laylat al-Qadryear (latent)", -5.113191882421348),- ("Chhathin <named-month>|year", -6.029482614295503),- ("Vasant Panchamiin <named-month>|year", -6.029482614295503),- ("Diwaliin <named-month>|year", -6.029482614295503),- ("Shrove Tuesdayyear (latent)", -6.029482614295503),- ("<time-of-day> am|pmtomorrow", -5.336335433735558),- ("Yom Kippuryear (latent)", -6.029482614295503),- ("<part-of-day> of <time>year (latent)", -6.029482614295503),- ("minutehour", -5.113191882421348),- ("Kaanum Pongalyear (latent)", -5.6240175061873385),- ("Maha Saptamiyear (latent)", -6.029482614295503),- ("at <time-of-day>in|during the <part-of-day>",- -5.6240175061873385),- ("absorption of , after named day<named-month> <day-of-month> (non ordinal)",- -4.324734522057078),- ("for <duration> from <time>December", -6.029482614295503),- ("tomorrow<time-of-day> sharp|exactly", -6.029482614295503),- ("Thursdayfrom <datetime> - <datetime> (interval)",- -5.113191882421348),- ("on <date><named-month> <day-of-month> (non ordinal)",- -5.6240175061873385),- ("Pentecostyear (latent)", -6.029482614295503),- ("Thursdayfrom <time-of-day> - <time-of-day> (interval)",- -5.113191882421348),- ("Eid al-Fitryear (latent)", -6.029482614295503),- ("Mondayin|during the <part-of-day>", -6.029482614295503),- ("Raksha Bandhanyear (latent)", -6.029482614295503),- ("tomorrowfrom <time-of-day> - <time-of-day> (interval)",- -5.6240175061873385),- ("Navaratriin <named-month>|year", -6.029482614295503),- ("Ashurayear (latent)", -6.029482614295503),- ("Chinese New Yearyear (latent)", -6.029482614295503),- ("Sundayyear (latent)", -6.029482614295503),- ("Lag BaOmeryear (latent)", -6.029482614295503),- ("last weekend of <named-month>year (latent)",- -6.029482614295503),- ("Eid al-Adhayear (latent)", -5.113191882421348),- ("intersectin|during the <part-of-day>", -6.029482614295503),- ("Christmasat <time-of-day>", -6.029482614295503),- ("Passoveryear (latent)", -6.029482614295503),- ("Lazarus Saturdayyear (latent)", -6.029482614295503),- ("dd/mmyear (latent)", -6.029482614295503),- ("<day-of-month> (ordinal or number) <named-month>year (latent)",- -6.029482614295503),- ("Yom HaShoahyear (latent)", -5.6240175061873385),- ("Thursday<datetime> - <datetime> (interval)",- -5.113191882421348),- ("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",- -6.029482614295503),- ("Thai Pongalin <named-month>|year", -6.029482614295503),- ("Septemberyear (latent)", -5.6240175061873385),- ("Thursday<time-of-day> - <time-of-day> (interval)",- -4.776719645800135),- ("Halloweenyear (latent)", -6.029482614295503),- ("from <time-of-day> - <time-of-day> (interval)on <date>",- -5.336335433735558),- ("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",- -5.113191882421348),- ("at <time-of-day>intersect", -5.6240175061873385),- ("Rosh Hashanahyear (latent)", -6.029482614295503),- ("Dhanterasyear (latent)", -6.029482614295503),- ("Tu BiShvatyear (latent)", -6.029482614295503),- ("Holiyear (latent)", -5.336335433735558),- ("<time-of-day> - <time-of-day> (interval)tomorrow",- -6.029482614295503),- ("Holika Dahanyear (latent)", -5.336335433735558),- ("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",- -6.029482614295503),- ("dayminute", -3.3904252846802443),- ("Mawlidyear (latent)", -6.029482614295503),- ("from <datetime> - <datetime> (interval)on <date>",- -5.6240175061873385),- ("<datetime> - <datetime> (interval)tomorrow",- -6.029482614295503),- ("Jumu'atul-Widayear (latent)", -5.113191882421348),- ("absorption of , after named dayintersect by \",\", \"of\", \"from\", \"'s\"",- -6.029482614295503),- ("minuteday", -2.391896454569117),- ("absorption of , after named dayintersect",- -6.029482614295503),- ("intersectyear (latent)", -6.029482614295503),- ("Orthodox Easter Sundayyear (latent)", -6.029482614295503),- ("<ordinal> <cycle> of <time>year (latent)",- -6.029482614295503),- ("the <day-of-month> (ordinal)in|during the <part-of-day>",- -6.029482614295503),- ("Mothering Sundayyear (latent)", -5.6240175061873385),- ("Boss's Dayyear (latent)", -5.6240175061873385),- ("Tisha B'Avyear (latent)", -6.029482614295503),- ("Isra and Mi'rajyear (latent)", -5.113191882421348),- ("at <time-of-day>absorption of , after named day",- -6.029482614295503),- ("Christmasyear (latent)", -5.6240175061873385),- ("Naraka Chaturdashiyear (latent)", -5.6240175061873385),- ("at <time-of-day>on <date>", -4.930870325627393),- ("between <time-of-day> and <time-of-day> (interval)on <date>",- -4.420044701861403),- ("dayweek", -6.029482614295503),- ("Easter Sundayyear (latent)", -5.336335433735558),- ("Thursday<time-of-day> am|pm", -6.029482614295503),- ("weekyear", -5.6240175061873385),- ("hh:mmin|during the <part-of-day>", -5.336335433735558),- ("<cycle> after|before <time><time-of-day> am|pm",- -5.6240175061873385),- ("Hanukkahyear (latent)", -6.029482614295503),- ("February<time> <part-of-day>", -6.029482614295503),- ("Tuesdayin <named-month>|year", -6.029482614295503),- ("Great Lentyear (latent)", -6.029482614295503),- ("tomorrowat <time-of-day>", -5.336335433735558),- ("between <time> and <time>on <date>", -4.420044701861403),- ("Thursdayfrom|since|after <time-of-day>", -5.336335433735558),- ("last <cycle> of <time>year (latent)", -5.336335433735558),- ("at <time-of-day>tomorrow", -5.6240175061873385),- ("tomorrow<time-of-day> am|pm", -6.029482614295503),- ("<named-month> <day-of-month> (non ordinal)year (latent)",- -6.029482614295503),- ("Diwaliyear (latent)", -6.029482614295503),- ("Black Fridayyear (latent)", -5.6240175061873385),- ("in|during the <part-of-day>at <time-of-day>",- -6.029482614295503),- ("Chhathyear (latent)", -5.6240175061873385),- ("Vasant Panchamiyear (latent)", -6.029482614295503),- ("Palm Sundayintersect", -6.029482614295503),- ("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",- -6.029482614295503),- ("August Bank Holidayyear (latent)", -5.336335433735558),- ("Februaryintersect", -6.029482614295503),- ("Simchat Torahyear (latent)", -6.029482614295503)],- n = 311},- koData =- ClassData{prior = -0.9999816852264825, unseen = -6.349138991379798,- likelihoods =- HashMap.fromList- [("<time-of-day> - <time-of-day> (interval)on <date>",- -5.654242029096065),- ("hourday", -5.654242029096065),- ("<named-month> <day-of-month> (non ordinal)July",- -5.654242029096065),- ("dayhour", -3.2118949937268604),- ("daymonth", -3.574800487416229),- ("monthday", -5.2487769209879005),- ("monthyear", -4.401479060600697),- ("<time-of-day> am|pmyear (latent)", -5.2487769209879005),- ("Thai Pongalyear (latent)", -4.96109484853612),- ("intersecthh:mm", -5.654242029096065),- ("from <datetime> - <datetime> (interval)July",- -5.654242029096065),- ("houryear", -4.73795129722191),- ("from <time-of-day> - <time-of-day> (interval)July",- -5.654242029096065),- ("until <time-of-day><time-of-day> am|pm", -5.654242029096065),- ("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",- -4.96109484853612),- ("<time-of-day> am|pmintersect", -4.401479060600697),- ("Octoberyear (latent)", -5.654242029096065),- ("from|since|after <time-of-day>year (latent)",- -4.401479060600697),- ("from|since|after <time-of-day>on <date>", -4.73795129722191),- ("July<day-of-month> (ordinal or number) <named-month>",- -5.654242029096065),- ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",- -4.401479060600697),- ("about|exactly <time-of-day>year (latent)",- -5.654242029096065),- ("absorption of , after named dayJuly", -5.2487769209879005),- ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",- -4.73795129722191),- ("Clean Mondayyear (latent)", -5.654242029096065),- ("monthhour", -5.654242029096065),- ("hourmonth", -4.96109484853612),- ("todayat <time-of-day>", -5.654242029096065),- ("Bank Holidayyear (latent)", -4.96109484853612),- ("from|since|after <time-of-day>July", -5.654242029096065),- ("Mondayyear (latent)", -4.96109484853612),- ("dayday", -5.2487769209879005),- ("dd/mmat <time-of-day>", -5.2487769209879005),- ("<time-of-day> am|pmon <date>", -4.401479060600697),- ("Thursdaydd/mm", -5.654242029096065),- ("dayyear", -2.609719591372642),- ("New Year's Dayyear (latent)", -5.2487769209879005),- ("Thursdayat <time-of-day>", -4.401479060600697),- ("<integer> to|till|before <hour-of-day>September",- -5.654242029096065),- ("Aprilyear (latent)", -5.654242029096065),- ("monthminute", -5.654242029096065),- ("<time-of-day> am|pmtomorrow", -5.654242029096065),- ("Thursdayhh:mm", -4.73795129722191),- ("August<day-of-month> (ordinal or number) <named-month>",- -5.654242029096065),- ("minutemonth", -3.8624825598680097),- ("Sundayfrom|since|after <time-of-day>", -5.654242029096065),- ("week-endin <named-month>|year", -5.654242029096065),- ("Augustyear (latent)", -5.2487769209879005),- ("Thursdayfrom <datetime> - <datetime> (interval)",- -5.2487769209879005),- ("Thursdayfrom <time-of-day> - <time-of-day> (interval)",- -5.2487769209879005),- ("tomorrowfrom <time-of-day> - <time-of-day> (interval)",- -5.654242029096065),- ("dd/mm<time-of-day> - <time-of-day> (interval)",- -5.2487769209879005),- ("Sundayyear (latent)", -4.96109484853612),- ("Christmasat <time-of-day>", -5.654242029096065),- ("dd/mmyear (latent)", -5.654242029096065),- ("<duration> after|before|from <time>December",- -5.654242029096065),- ("yesterday<time-of-day> am|pm", -5.654242029096065),- ("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",- -4.73795129722191),- ("Thursday<time-of-day> - <time-of-day> (interval)",- -5.2487769209879005),- ("<named-month> <day-of-month> (non ordinal)August",- -5.654242029096065),- ("until <time-of-day>on <date>", -4.96109484853612),- ("at <time-of-day>intersect", -5.2487769209879005),- ("hh:mmyear (latent)", -4.555629740427955),- ("Holiyear (latent)", -5.654242029096065),- ("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",- -5.654242029096065),- ("dayminute", -3.1693353793080647),- ("intersectSeptember", -4.1501646323197905),- ("minuteday", -2.5861890939624477),- ("absorption of , after named dayintersect",- -5.654242029096065),- ("Februaryin|during the <part-of-day>", -5.654242029096065),- ("hh:mmon <date>", -3.6393390085538),- ("Saturdayyear (latent)", -5.654242029096065),- ("from|since|after <time-of-day><time-of-day> am|pm",- -5.654242029096065),- ("absorption of , after named daySeptember", -4.73795129722191),- ("Naraka Chaturdashiyear (latent)", -5.654242029096065),- ("on <date>September", -5.2487769209879005),- ("at <time-of-day>on <date>", -5.2487769209879005),- ("in <named-month>|yearyear (latent)", -5.654242029096065),- ("dayweek", -5.654242029096065),- ("Easter Sundayyear (latent)", -5.2487769209879005),- ("Thursday<time-of-day> am|pm", -5.2487769209879005),- ("absorption of , after named dayFebruary", -4.73795129722191),- ("July<integer> to|till|before <hour-of-day>",- -5.654242029096065),- ("tomorrowat <time-of-day>", -5.654242029096065),- ("<integer> to|till|before <hour-of-day>July",- -5.654242029096065),- ("Thursdayfrom|since|after <time-of-day>", -4.044804116661965),- ("tomorrow<time-of-day> am|pm", -5.654242029096065),- ("<named-month> <day-of-month> (non ordinal)year (latent)",- -4.96109484853612),- ("Diwaliyear (latent)", -5.2487769209879005),- ("Tuesdayfrom|since|after <time-of-day>", -5.654242029096065),- ("Fridayyear (latent)", -5.2487769209879005),- ("minuteyear", -4.401479060600697)],- n = 181}}),- ("one eleven",- Classifier{okData =- ClassData{prior = -1.3862943611198906,- unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -0.2876820724517809,- unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),- ("after lunch/work/school",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("early morning",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("in <number> (implicit minutes)",- Classifier{okData =- ClassData{prior = -1.2039728043259361,- unseen = -2.4849066497880004,- likelihoods =- HashMap.fromList- [("integer (numeric)", -0.3184537311185346),- ("integer (0..19)", -1.2992829841302609)],- n = 9},- koData =- ClassData{prior = -0.35667494393873245,- unseen = -3.1780538303479458,- likelihoods =- HashMap.fromList- [("integer (numeric)", -0.19105523676270922),- ("integer (0..19)", -1.749199854809259)],- n = 21}}),- ("<ordinal> <cycle> of <time>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.9444389791664407,- likelihoods =- HashMap.fromList- [("daymonth", -1.791759469228055),- ("ordinal (digits)quarter (grain)year (latent)",- -2.1972245773362196),- ("quarteryear", -2.1972245773362196),- ("ordinals (first..twentieth,thirtieth,...)day (grain)October",- -2.1972245773362196),- ("ordinal (digits)day (grain)this|last|next <cycle>",- -2.1972245773362196),- ("ordinals (first..twentieth,thirtieth,...)week (grain)intersect",- -2.1972245773362196),- ("weekmonth", -1.791759469228055),- ("ordinals (first..twentieth,thirtieth,...)week (grain)October",- -2.1972245773362196)],- n = 5},- koData =- ClassData{prior = -infinity, unseen = -2.1972245773362196,- likelihoods = HashMap.fromList [], n = 0}}),- ("year (grain)",- Classifier{okData =- ClassData{prior = 0.0, unseen = -3.295836866004329,- likelihoods = HashMap.fromList [("", 0.0)], n = 25},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("from <datetime> - <datetime> (interval)",- Classifier{okData =- ClassData{prior = -1.0116009116784799,- unseen = -3.6375861597263857,- likelihoods =- HashMap.fromList- [("minuteminute", -2.001480000210124),- ("<day-of-month> (ordinal)<day-of-month> (ordinal)",- -2.917770732084279),- ("hh:mmhh:mm", -2.001480000210124),- ("dayday", -2.512305623976115),- ("<named-month>|<named-day> <day-of-month> (ordinal)<day-of-month> (ordinal)",- -2.917770732084279),- ("<time-of-day> am|pmtime-of-day (latent)", -2.917770732084279),- ("hourhour", -2.512305623976115),- ("<time-of-day> am|pm<time-of-day> am|pm", -2.917770732084279)],- n = 8},- koData =- ClassData{prior = -0.45198512374305727,- unseen = -3.912023005428146,- likelihoods =- HashMap.fromList- [("hourday", -3.1986731175506815),- ("dayhour", -2.793208009442517),- ("<day-of-month> (ordinal)time-of-day (latent)",- -3.1986731175506815),- ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",- -3.1986731175506815),- ("hh:mmtime-of-day (latent)", -2.2823823856765264),- ("minuteminute", -2.793208009442517),- ("time-of-day (latent)time-of-day (latent)",- -2.793208009442517),- ("dayday", -3.1986731175506815),- ("hourhour", -2.505525936990736),- ("dayyear", -3.1986731175506815),- ("minutehour", -2.2823823856765264),- ("hh:mmintersect", -2.793208009442517),- ("<day-of-month> (ordinal)<day-of-month> (ordinal or number) <named-month>",- -3.1986731175506815),- ("time-of-day (latent)<time-of-day> am|pm",- -3.1986731175506815),- ("time-of-day (latent)<day-of-month> (ordinal or number) <named-month>",- -3.1986731175506815),- ("<named-month> <day-of-month> (non ordinal)time-of-day (latent)",- -3.1986731175506815)],- n = 14}}),- ("Saturday",- Classifier{okData =- ClassData{prior = -0.15415067982725836,- unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6},- koData =- ClassData{prior = -1.9459101490553135,- unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),- ("the <cycle> of <time>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.890371757896165,- likelihoods =- HashMap.fromList- [("week (grain)<named-month>|<named-day> <day-of-month> (ordinal)",- -1.7346010553881064),- ("weekmonth", -1.7346010553881064),- ("week (grain)October", -1.7346010553881064),- ("week (grain)<named-month> <day-of-month> (non ordinal)",- -1.7346010553881064),- ("weekday", -1.2237754316221157)],- n = 6},- koData =- ClassData{prior = -infinity, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [], n = 0}}),- ("number.number hours",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("from <time-of-day> - <time-of-day> (interval)",- Classifier{okData =- ClassData{prior = -0.6931471805599453,- unseen = -3.4339872044851463,- likelihoods =- HashMap.fromList- [("minuteminute", -1.6094379124341003),- ("hh:mmhh:mm", -1.6094379124341003),- ("<time-of-day> am|pmtime-of-day (latent)", -2.70805020110221),- ("hourhour", -2.3025850929940455),- ("hourminute", -2.3025850929940455),- ("time-of-day (latent)<time-of-day> sharp|exactly",- -2.70805020110221),- ("time-of-day (latent)hh:mm", -2.70805020110221),- ("<time-of-day> am|pm<time-of-day> am|pm", -2.70805020110221)],- n = 9},- koData =- ClassData{prior = -0.6931471805599453,- unseen = -3.4339872044851463,- likelihoods =- HashMap.fromList- [("hh:mmtime-of-day (latent)", -1.6094379124341003),- ("time-of-day (latent)time-of-day (latent)",- -2.0149030205422647),- ("hourhour", -1.791759469228055),- ("minutehour", -1.6094379124341003),- ("time-of-day (latent)<time-of-day> am|pm", -2.70805020110221)],- n = 9}}),- ("integer 21..99",- Classifier{okData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0},- koData =- ClassData{prior = 0.0, unseen = -1.9459101490553135,- likelihoods =- HashMap.fromList- [("integer (numeric)integer (numeric)", -0.6931471805599453),- ("integer (20..90)integer (0..19)", -0.6931471805599453)],- n = 4}}),- ("Tisha B'Av",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Mothering Sunday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("yyyy-mm-dd",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("year (latent)",- Classifier{okData =- ClassData{prior = -0.15746743245325218,- unseen = -4.897839799950911,- likelihoods =- HashMap.fromList- [("integer (numeric)", -4.616204176316249e-2),- ("intersect 2 numbers", -3.5040547671018634)],- n = 129},- koData =- ClassData{prior = -1.9262373834566084, unseen = -3.295836866004329,- likelihoods =- HashMap.fromList- [("integer (numeric)", -1.3121863889661687),- ("negative numbers", -0.6190392084062235),- ("compose by multiplication", -1.8718021769015913)],- n = 22}}),- ("Bank Holiday",- Classifier{okData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0},- koData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),- ("Monday",- Classifier{okData =- ClassData{prior = -0.3483066942682157, unseen = -2.639057329615259,- likelihoods = HashMap.fromList [("", 0.0)], n = 12},- koData =- ClassData{prior = -1.2237754316221157,- unseen = -1.9459101490553135,- likelihoods = HashMap.fromList [("", 0.0)], n = 5}}),- ("dd/mm/yyyy",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.1972245773362196,- likelihoods = HashMap.fromList [("", 0.0)], n = 7},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("yesterday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.9459101490553135,- likelihoods = HashMap.fromList [("", 0.0)], n = 5},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<ordinal> quarter <year>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.9459101490553135,- likelihoods =- HashMap.fromList- [("ordinal (digits)quarter (grain)year (latent)",- -0.6931471805599453),- ("quarteryear", -0.6931471805599453)],- n = 2},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("hh:mm:ss",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Hanukkah",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<hour-of-day> <integer>",- Classifier{okData =- ClassData{prior = -0.40546510810816444,- unseen = -2.1972245773362196,- likelihoods =- HashMap.fromList- [("at <time-of-day>integer (20..90)", -1.3862943611198906),- ("hour", -0.9808292530117262),- ("at <time-of-day>integer (numeric)", -1.3862943611198906)],- n = 2},- koData =- ClassData{prior = -1.0986122886681098,- unseen = -1.9459101490553135,- likelihoods =- HashMap.fromList- [("about|exactly <time-of-day>integer (numeric)",- -1.0986122886681098),- ("hour", -1.0986122886681098)],- n = 1}}),- ("nth <time> of <time>",- Classifier{okData =- ClassData{prior = -0.4700036292457356, unseen = -2.833213344056216,- likelihoods =- HashMap.fromList- [("daymonth", -0.9808292530117262),- ("ordinals (first..twentieth,thirtieth,...)Tuesdayintersect",- -2.0794415416798357),- ("ordinals (first..twentieth,thirtieth,...)Wednesdayintersect",- -1.6739764335716716),- ("ordinals (first..twentieth,thirtieth,...)TuesdayOctober",- -1.6739764335716716)],- n = 5},- koData =- ClassData{prior = -0.9808292530117262,- unseen = -2.5649493574615367,- likelihoods =- HashMap.fromList- [("daymonth", -1.0986122886681098),- ("ordinals (first..twentieth,thirtieth,...)TuesdaySeptember",- -1.791759469228055),- ("ordinals (first..twentieth,thirtieth,...)WednesdayOctober",- -1.3862943611198906)],- n = 3}}),- ("Valentine's Day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("April",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.9459101490553135,- likelihoods = HashMap.fromList [("", 0.0)], n = 5},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Maha Saptami",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("end of month",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.4849066497880004,- likelihoods = HashMap.fromList [("", 0.0)], n = 10},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("week (grain)",- Classifier{okData =- ClassData{prior = -4.0821994520255166e-2,- unseen = -4.304065093204169,- likelihoods = HashMap.fromList [("", 0.0)], n = 72},- koData =- ClassData{prior = -3.2188758248682006,- unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),- ("<part-of-day> of <time>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -3.0910424533583156,- likelihoods =- HashMap.fromList- [("part of daysintersect by \",\", \"of\", \"from\", \"'s\"",- -2.3513752571634776),- ("part of daysintersect", -2.3513752571634776),- ("hourday", -0.9650808960435872),- ("part of daysthe <day-of-month> (ordinal)",- -2.3513752571634776),- ("part of daysthe <day-of-month> (number)",- -2.3513752571634776),- ("part of daysthis <time>", -2.3513752571634776),- ("part of daysChristmas", -1.9459101490553135)],- n = 7},- koData =- ClassData{prior = -infinity, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [], n = 0}}),- ("six thirty six a.m.",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.0794415416798357,- likelihoods =- HashMap.fromList- [("integer (numeric)", -1.252762968495368),- ("one twenty two", -0.8472978603872037),- ("one eleven", -1.252762968495368)],- n = 4},- koData =- ClassData{prior = -infinity, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [], n = 0}}),- ("Shrove Tuesday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("now",- Classifier{okData =- ClassData{prior = -0.15415067982725836,- unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6},- koData =- ClassData{prior = -1.9459101490553135,- unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),- ("<day-of-month> (ordinal or number) of <named-month>",- Classifier{okData =- ClassData{prior = -0.13353139262452263,- unseen = -3.0910424533583156,- likelihoods =- HashMap.fromList- [("ordinal (digits)July", -2.3513752571634776),- ("ordinals (first..twentieth,thirtieth,...)March",- -2.3513752571634776),- ("ordinal (digits)February", -2.3513752571634776),- ("integer (numeric)February", -1.9459101490553135),- ("month", -0.9650808960435872),- ("ordinal (digits)March", -2.3513752571634776),- ("integer (numeric)July", -2.3513752571634776)],- n = 7},- koData =- ClassData{prior = -2.0794415416798357,- unseen = -2.3025850929940455,- likelihoods =- HashMap.fromList- [("ordinal (digits)February", -1.5040773967762742),- ("month", -1.5040773967762742)],- n = 1}}),- ("this <part-of-day>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.1972245773362196,- likelihoods =- HashMap.fromList- [("hour", -0.6931471805599453),- ("part of days", -0.6931471805599453)],- n = 3},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("Kaanum Pongal",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Yom Kippur",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("powers of tens",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Friday",- Classifier{okData =- ClassData{prior = -0.3677247801253174,- unseen = -2.3978952727983707,- likelihoods = HashMap.fromList [("", 0.0)], n = 9},- koData =- ClassData{prior = -1.1786549963416462, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),- ("in|during the <part-of-day>",- Classifier{okData =- ClassData{prior = -8.701137698962981e-2,- unseen = -3.258096538021482,- likelihoods =- HashMap.fromList- [("early morning", -2.5257286443082556),- ("hour", -0.7339691750802004),- ("part of days", -0.8209805520698302)],- n = 11},- koData =- ClassData{prior = -2.4849066497880004, unseen = -1.791759469228055,- likelihoods =- HashMap.fromList- [("hour", -0.916290731874155),- ("part of days", -0.916290731874155)],- n = 1}}),- ("tomorrow",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.9444389791664407,- likelihoods = HashMap.fromList [("", 0.0)], n = 17},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("hh(:mm) - <time-of-day> am|pm",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.70805020110221,- likelihoods =- HashMap.fromList- [("time-of-day (latent)", -0.6931471805599453),- ("hour", -0.6931471805599453)],- n = 6},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("this|last|next <cycle>",- Classifier{okData =- ClassData{prior = -7.598590697792199e-2,- unseen = -5.093750200806762,- likelihoods =- HashMap.fromList- [("week", -1.1173044216802621),- ("month (grain)", -2.7850112422383386),- ("year (grain)", -2.6026896854443837),- ("week (grain)", -1.1173044216802621),- ("quarter", -3.4781584227982836), ("year", -2.6026896854443837),- ("month", -2.7850112422383386),- ("quarter (grain)", -3.4781584227982836)],- n = 76},- koData =- ClassData{prior = -2.6149597780361984,- unseen = -3.1354942159291497,- likelihoods =- HashMap.fromList- [("week", -1.4816045409242156),- ("week (grain)", -1.4816045409242156),- ("day", -1.9924301646902063),- ("day (grain)", -1.9924301646902063)],- n = 6}}),- ("Simchat Torah",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("August Bank Holiday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("New Year's Eve",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("the <ordinal> <cycle> of <time>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList- [("ordinal (digits)quarter (grain)year (latent)",- -0.6931471805599453),- ("quarteryear", -0.6931471805599453)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("Raksha Bandhan",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Ashura",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Palm Sunday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Eid al-Adha",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("by <time>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.70805020110221,- likelihoods =- HashMap.fromList- [("noon|midnight|EOD|end of day", -1.9459101490553135),- ("time-of-day (latent)", -1.9459101490553135),- ("<time-of-day> am|pm", -1.9459101490553135),- ("hh:mm", -1.9459101490553135), ("hour", -1.540445040947149),- ("minute", -1.540445040947149)],- n = 4},- koData =- ClassData{prior = -infinity, unseen = -1.9459101490553135,- likelihoods = HashMap.fromList [], n = 0}}),- ("half an hour",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.9459101490553135,- likelihoods = HashMap.fromList [("", 0.0)], n = 5},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("the <day-of-month> (ordinal)",- Classifier{okData =- ClassData{prior = -0.2006706954621511,- unseen = -2.4849066497880004,- likelihoods =- HashMap.fromList- [("ordinals (first..twentieth,thirtieth,...)",- -1.7047480922384253),- ("ordinal (digits)", -0.2006706954621511)],- n = 9},- koData =- ClassData{prior = -1.7047480922384253,- unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList [("ordinal (digits)", -0.2876820724517809)],- n = 2}}),- ("last weekend of <named-month>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.639057329615259,- likelihoods =- HashMap.fromList- [("October", -0.9555114450274363), ("July", -1.8718021769015913),- ("month", -0.7731898882334817)],- n = 5},- koData =- ClassData{prior = -infinity, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [], n = 0}}),- ("the <day-of-month> (number)",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Lag BaOmer",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("fractional number",- Classifier{okData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0},- koData =- ClassData{prior = 0.0, unseen = -3.044522437723423,- likelihoods = HashMap.fromList [("", 0.0)], n = 19}}),- ("Sunday",- Classifier{okData =- ClassData{prior = -0.3364722366212129,- unseen = -2.4849066497880004,- likelihoods = HashMap.fromList [("", 0.0)], n = 10},- koData =- ClassData{prior = -1.252762968495368, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),- ("Chinese New Year",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.9459101490553135,- likelihoods = HashMap.fromList [("", 0.0)], n = 5},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("February",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.70805020110221,- likelihoods = HashMap.fromList [("", 0.0)], n = 13},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("minute (grain)",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.833213344056216,- likelihoods = HashMap.fromList [("", 0.0)], n = 15},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("last|this|next <season>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("the <ordinal> quarter",- Classifier{okData =- ClassData{prior = -0.6931471805599453,- unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList- [("ordinal (digits)quarter (grain)", -0.6931471805599453),- ("quarter", -0.6931471805599453)],- n = 1},- koData =- ClassData{prior = -0.6931471805599453,- unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList- [("ordinal (digits)quarter (grain)", -0.6931471805599453),- ("quarter", -0.6931471805599453)],- n = 1}}),- ("time-of-day (latent)",- Classifier{okData =- ClassData{prior = -0.5699145401359973, unseen = -4.290459441148391,- likelihoods =- HashMap.fromList- [("integer (numeric)", -0.11778303565638351),- ("integer (0..19)", -2.330755969960742)],- n = 69},- koData =- ClassData{prior = -0.8337291311811348, unseen = -4.04305126783455,- likelihoods =- HashMap.fromList- [("integer (numeric)", -9.352605801082348e-2),- ("integer (0..19)", -2.9267394020670396),- ("integer 21..99", -3.332204510175204)],- n = 53}}),- ("beginning of year",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("last <day-of-week> of <time>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.3978952727983707,- likelihoods =- HashMap.fromList- [("daymonth", -0.916290731874155),- ("SundayMarch", -1.6094379124341003),- ("MondayMarch", -1.6094379124341003),- ("Sundayintersect", -1.6094379124341003)],- n = 3},- koData =- ClassData{prior = -infinity, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [], n = 0}}),- ("<integer> <unit-of-duration>",- Classifier{okData =- ClassData{prior = -0.13858616328614667,- unseen = -5.147494476813453,- likelihoods =- HashMap.fromList- [("week", -2.5026062268874014),- ("integer (0..19)year (grain)", -3.062222014822824),- ("integer (numeric)day (grain)", -2.743768283704289),- ("integer (0..19)second (grain) ", -3.7553691953827695),- ("integer (0..19)hour (grain)", -3.062222014822824),- ("second", -3.349904087274605),- ("integer (numeric)second (grain) ", -4.04305126783455),- ("integer (numeric)year (grain)", -3.349904087274605),- ("day", -2.4336133554004498), ("year", -2.576714199041123),- ("integer (numeric)week (grain)", -3.062222014822824),- ("integer (0..19)month (grain)", -3.5322256440685593),- ("hour", -2.6567569067146595), ("month", -3.1957534074473464),- ("integer (numeric)minute (grain)", -3.1957534074473464),- ("integer (0..19)minute (grain)", -3.062222014822824),- ("integer (numeric)month (grain)", -4.04305126783455),- ("minute", -2.5026062268874014),- ("integer (numeric)hour (grain)", -3.5322256440685593),- ("integer (0..19)day (grain)", -3.5322256440685593),- ("integer (0..19)week (grain)", -3.1957534074473464)],- n = 74},- koData =- ClassData{prior = -2.044755983691946, unseen = -3.828641396489095,- likelihoods =- HashMap.fromList- [("quarter", -3.1135153092103742), ("hour", -1.4087672169719492),- ("integer (numeric)hour (grain)", -1.4087672169719492),- ("integer (0..19)quarter (grain)", -3.1135153092103742)],- n = 11}}),- ("hhmm (latent)",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<time-of-day> am|pm",- Classifier{okData =- ClassData{prior = -0.2876820724517809, unseen = -5.342334251964811,- likelihoods =- HashMap.fromList- [("integer after|past <hour-of-day>", -3.951243718581427),- ("at <time-of-day>", -2.202043863772168),- ("from|since|after <time-of-day>", -3.7281001672672174),- ("<time-of-day> o'clock", -4.238925791033208),- ("half after|past <hour-of-day>", -4.238925791033208),- ("time-of-day (latent)", -1.7266201670570935),- ("hhmm (latent)", -4.6443908991413725),- ("hh:mm", -2.293015641977895),- ("quarter after|past <hour-of-day>", -4.6443908991413725),- ("about|exactly <time-of-day>", -4.6443908991413725),- ("until <time-of-day>", -3.951243718581427),- ("hour", -1.2104036946562264),- ("<time-of-day> sharp|exactly", -4.6443908991413725),- ("minute", -1.754019141245208)],- n = 96},- koData =- ClassData{prior = -1.3862943611198906, unseen = -4.394449154672439,- likelihoods =- HashMap.fromList- [("<integer> to|till|before <hour-of-day>", -3.283414346005772),- ("from|since|after <time-of-day>", -3.283414346005772),- ("<hour-of-day> <integer>", -3.6888794541139363),- ("time-of-day (latent)", -1.0498221244986778),- ("hour", -1.0147308046874075), ("minute", -2.772588722239781)],- n = 32}}),- ("Yom Ha'atzmaut",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("from <day-of-month> (ordinal or number) to <day-of-month> (ordinal or number) <named-month> (interval)",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.0794415416798357,- likelihoods =- HashMap.fromList- [("ordinal (digits)ordinal (digits)July", -1.252762968495368),- ("integer (numeric)integer (numeric)July", -1.252762968495368),- ("month", -0.8472978603872037)],- n = 2},- koData =- ClassData{prior = -infinity, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [], n = 0}}),- ("Thiru Onam",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Thai Pongal",- Classifier{okData =- ClassData{prior = -0.5596157879354228, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},- koData =- ClassData{prior = -0.8472978603872037,- unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),- ("Vijayadashami",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Thanksgiving Day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.5649493574615367,- likelihoods = HashMap.fromList [("", 0.0)], n = 11},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("part of <named-month>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.1972245773362196,- likelihoods =- HashMap.fromList- [("March", -0.6931471805599453), ("month", -0.6931471805599453)],- n = 3},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("Guy Fawkes Day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("a <unit-of-duration>",- Classifier{okData =- ClassData{prior = -0.5306282510621704,- unseen = -3.5553480614894135,- likelihoods =- HashMap.fromList- [("week", -2.1400661634962708),- ("year (grain)", -2.4277482359480516),- ("second", -2.833213344056216),- ("week (grain)", -2.1400661634962708),- ("day", -2.1400661634962708),- ("minute (grain)", -2.833213344056216),- ("year", -2.4277482359480516),- ("second (grain) ", -2.833213344056216),- ("minute", -2.833213344056216),- ("day (grain)", -2.1400661634962708)],- n = 10},- koData =- ClassData{prior = -0.8873031950009028, unseen = -3.367295829986474,- likelihoods =- HashMap.fromList- [("hour (grain)", -1.7227665977411035),- ("quarter", -1.9459101490553135), ("hour", -1.7227665977411035),- ("quarter (grain)", -1.9459101490553135)],- n = 7}}),- ("at the beginning|end of <year>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.3978952727983707,- likelihoods =- HashMap.fromList- [("year (latent)", -0.6931471805599453),- ("year", -0.6931471805599453)],- n = 4},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("Dhanteras",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Tu BiShvat",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Whit Monday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("hh:mm",- Classifier{okData =- ClassData{prior = -4.255961441879589e-2,- unseen = -4.2626798770413155,- likelihoods = HashMap.fromList [("", 0.0)], n = 69},- koData =- ClassData{prior = -3.1780538303479458,- unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),- ("Holi",- Classifier{okData =- ClassData{prior = -0.2876820724517809,- unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -1.3862943611198906,- unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),- ("Rosh Hashanah",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Holika Dahan",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("quarter of an hour",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("second (grain) ",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("ordinals (first..twentieth,thirtieth,...)",- Classifier{okData =- ClassData{prior = -6.899287148695143e-2,- unseen = -2.772588722239781,- likelihoods = HashMap.fromList [("", 0.0)], n = 14},- koData =- ClassData{prior = -2.70805020110221, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),- ("Mawlid",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Jumu'atul-Wida",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("quarter after|past <hour-of-day>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList- [("time-of-day (latent)", -0.6931471805599453),- ("hour", -0.6931471805599453)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("the <cycle> after|before <time>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.0794415416798357,- likelihoods =- HashMap.fromList- [("day (grain)tomorrow", -1.252762968495368),- ("dayday", -0.8472978603872037),- ("day (grain)yesterday", -1.252762968495368)],- n = 2},- koData =- ClassData{prior = -infinity, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [], n = 0}}),- ("about|exactly <time-of-day>",- Classifier{okData =- ClassData{prior = -0.15415067982725836,- unseen = -3.6109179126442243,- likelihoods =- HashMap.fromList- [("week", -1.791759469228055),- ("hh(:mm) - <time-of-day> am|pm", -2.890371757896165),- ("this|last|next <cycle>", -1.791759469228055),- ("day", -2.4849066497880004),- ("time-of-day (latent)", -2.890371757896165),- ("hhmm (latent)", -2.4849066497880004),- ("<time-of-day> am|pm", -2.890371757896165),- ("hour", -2.1972245773362196),- ("next <time>", -2.890371757896165),- ("this|next <day-of-week>", -2.890371757896165),- ("minute", -2.4849066497880004)],- n = 12},- koData =- ClassData{prior = -1.9459101490553135, unseen = -2.833213344056216,- likelihoods =- HashMap.fromList- [("dd/mm", -2.0794415416798357), ("day", -2.0794415416798357),- ("time-of-day (latent)", -2.0794415416798357),- ("hour", -2.0794415416798357)],- n = 2}}),- ("Sukkot",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<day> in <duration>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.4849066497880004,- likelihoods =- HashMap.fromList- [("monthyear", -1.2992829841302609),- ("Marcha <unit-of-duration>", -1.7047480922384253),- ("March<integer> <unit-of-duration>", -1.7047480922384253),- ("Vijayadashami<integer> <unit-of-duration>",- -1.7047480922384253),- ("dayyear", -1.7047480922384253)],- n = 3},- koData =- ClassData{prior = -infinity, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [], n = 0}}),- ("World Vegan Day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("intersect by \",\", \"of\", \"from\", \"'s\"",- Classifier{okData =- ClassData{prior = -0.4700036292457356, unseen = -5.081404364984463,- likelihoods =- HashMap.fromList- [("Wednesday<named-month> <day-of-month> (non ordinal)",- -4.382026634673881),- ("dayhour", -3.1292636661785136),- ("daymonth", -3.1292636661785136),- ("<named-month> <day-of-month> (non ordinal)Friday",- -4.382026634673881),- ("Friday<named-month> <day-of-month> (non ordinal)",- -3.6888794541139363),- ("Wednesdayintersect", -4.382026634673881),- ("Black Fridaythis|last|next <cycle>", -4.382026634673881),- ("<part-of-day> of <time>February", -4.382026634673881),- ("Saturday<time-of-day> am|pm", -4.382026634673881),- ("Martin Luther King's Daythis|last|next <cycle>",- -3.9765615265657175),- ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",- -4.382026634673881),- ("on <date><time-of-day> am|pm", -4.382026634673881),- ("hourmonth", -4.382026634673881),- ("dayday", -2.5102244577722903),- ("the <day-of-month> (ordinal)February", -3.9765615265657175),- ("WednesdayOctober", -4.382026634673881),- ("Wednesdaythis|last|next <cycle>", -3.9765615265657175),- ("intersect<named-month> <day-of-month> (non ordinal)",- -3.4657359027997265),- ("dayyear", -2.8779492378976075),- ("Saturday<named-month> <day-of-month> (non ordinal)",- -4.382026634673881),- ("Thursdayhh:mm", -3.9765615265657175),- ("Thanksgiving Daythis|last|next <cycle>", -4.382026634673881),- ("on <date><named-month> <day-of-month> (non ordinal)",- -3.9765615265657175),- ("TuesdayOctober", -4.382026634673881),- ("the <day-of-month> (ordinal)March", -4.382026634673881),- ("Mondaythis|last|next <cycle>", -4.382026634673881),- ("Fridayintersect by \",\", \"of\", \"from\", \"'s\"",- -4.382026634673881),- ("Fridayintersect", -4.382026634673881),- ("Thursday<datetime> - <datetime> (interval)",- -3.6888794541139363),- ("Thursday<time-of-day> - <time-of-day> (interval)",- -3.4657359027997265),- ("Tuesdaythis|last|next <cycle>", -4.382026634673881),- ("Sunday<named-month> <day-of-month> (non ordinal)",- -4.382026634673881),- ("dayminute", -2.995732273553991),- ("minuteday", -3.4657359027997265),- ("this|last|next <cycle>Sunday", -4.382026634673881),- ("intersectyear (latent)", -4.382026634673881),- ("Sundaythis|last|next <cycle>", -4.382026634673881),- ("weekday", -4.382026634673881),- ("dayweek", -3.283414346005772),- ("Thursday<time-of-day> am|pm", -4.382026634673881),- ("Monday<named-month> <day-of-month> (non ordinal)",- -3.9765615265657175),- ("<named-month> <day-of-month> (non ordinal)year (latent)",- -3.9765615265657175)],- n = 50},- koData =- ClassData{prior = -0.9808292530117262, unseen = -4.795790545596741,- likelihoods =- HashMap.fromList- [("week-endJuly", -4.0943445622221),- ("week-endOctober", -3.4011973816621555),- ("daymonth", -1.8971199848858813),- ("TuesdaySeptember", -4.0943445622221),- ("Wednesdayintersect", -4.0943445622221),- ("hourmonth", -2.995732273553991),- ("Fridaythis|last|next <cycle>", -4.0943445622221),- ("SundayFebruary", -4.0943445622221),- ("WednesdayOctober", -4.0943445622221),- ("week-endintersect", -4.0943445622221),- ("dayyear", -4.0943445622221),- ("FridayJuly", -3.6888794541139363),- ("FridaySeptember", -4.0943445622221),- ("WednesdayFebruary", -4.0943445622221),- ("minutemonth", -3.1780538303479458),- ("SundayMarch", -4.0943445622221),- ("MondayFebruary", -3.6888794541139363),- ("Fridayintersect", -4.0943445622221),- ("Thursday<time-of-day> - <time-of-day> (interval)",- -3.6888794541139363),- ("dayminute", -3.4011973816621555),- ("SaturdaySeptember", -4.0943445622221),- ("intersectSeptember", -3.1780538303479458),- ("MondayMarch", -4.0943445622221),- ("on <date>September", -3.6888794541139363),- ("Tuesdayintersect", -4.0943445622221),- ("Sundayintersect", -4.0943445622221)],- n = 30}}),- ("last <time>",- Classifier{okData =- ClassData{prior = -0.5306282510621704,- unseen = -3.4965075614664802,- likelihoods =- HashMap.fromList- [("Father's Day", -2.772588722239781),- ("Martin Luther King's Day", -2.772588722239781),- ("Mothering Sunday", -2.772588722239781),- ("day", -1.1631508098056809), ("Sunday", -2.772588722239781),- ("Chinese New Year", -2.367123614131617),- ("Thanksgiving Day", -2.772588722239781),- ("Easter Sunday", -2.772588722239781),- ("hour", -2.772588722239781), ("Tuesday", -2.772588722239781),- ("week-end", -2.772588722239781)],- n = 10},- koData =- ClassData{prior = -0.8873031950009028, unseen = -3.295836866004329,- likelihoods =- HashMap.fromList- [("Monday", -2.5649493574615367), ("day", -2.159484249353372),- ("Sunday", -2.5649493574615367), ("hour", -1.466337068793427),- ("week-end", -1.466337068793427)],- n = 7}}),- ("March",- Classifier{okData =- ClassData{prior = 0.0, unseen = -3.044522437723423,- likelihoods = HashMap.fromList [("", 0.0)], n = 19},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<named-month>|<named-day> <day-of-month> (ordinal)",- Classifier{okData =- ClassData{prior = -0.2231435513142097, unseen = -3.258096538021482,- likelihoods =- HashMap.fromList- [("Octoberordinal (digits)", -2.120263536200091),- ("Thursdayordinal (digits)", -2.5257286443082556),- ("day", -2.120263536200091),- ("Augustordinal (digits)", -2.5257286443082556),- ("Marchordinals (first..twentieth,thirtieth,...)",- -2.120263536200091),- ("Tuesdayordinal (digits)", -2.5257286443082556),- ("month", -1.2729656758128873),- ("Marchordinal (digits)", -2.5257286443082556)],- n = 8},- koData =- ClassData{prior = -1.6094379124341003, unseen = -2.639057329615259,- likelihoods =- HashMap.fromList- [("from|since|after <time-of-day>ordinal (digits)",- -1.8718021769015913),- ("Augustordinal (digits)", -1.8718021769015913),- ("month", -1.466337068793427)],- n = 2}}),- ("Clean Monday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<day-of-month> (ordinal)",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.9459101490553135,- likelihoods = HashMap.fromList [("ordinal (digits)", 0.0)], n = 5},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Easter Sunday",- Classifier{okData =- ClassData{prior = -0.2876820724517809,- unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6},- koData =- ClassData{prior = -1.3862943611198906,- unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),- ("Christmas",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.4849066497880004,- likelihoods = HashMap.fromList [("", 0.0)], n = 10},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("until <time-of-day>",- Classifier{okData =- ClassData{prior = -0.9808292530117262, unseen = -3.044522437723423,- likelihoods =- HashMap.fromList- [("time-of-day (latent)", -2.3025850929940455),- ("<time-of-day> am|pm", -1.6094379124341003),- ("hh:mm", -1.8971199848858813), ("hour", -1.8971199848858813),- ("minute", -1.3862943611198906)],- n = 6},- koData =- ClassData{prior = -0.4700036292457356, unseen = -3.367295829986474,- likelihoods =- HashMap.fromList- [("intersect", -1.7227665977411035),- ("yesterday", -2.2335922215070942),- ("day", -2.2335922215070942), ("hh:mm", -1.7227665977411035),- ("hour", -2.639057329615259), ("minute", -1.252762968495368)],- n = 10}}),- ("dd.mm.yyyy",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Isra and Mi'raj",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<duration> after|before|from <time>",- Classifier{okData =- ClassData{prior = -0.3184537311185346,- unseen = -3.5263605246161616,- likelihoods =- HashMap.fromList- [("a <unit-of-duration>now", -2.803360380906535),- ("a <unit-of-duration>Christmas", -2.803360380906535),- ("dayday", -2.803360380906535),- ("<integer> <unit-of-duration>today", -2.803360380906535),- ("daysecond", -2.803360380906535),- ("a <unit-of-duration>right now", -2.803360380906535),- ("minutenograin", -2.803360380906535),- ("<integer> <unit-of-duration>Christmas", -2.803360380906535),- ("<integer> <unit-of-duration>Easter Sunday",- -2.803360380906535),- ("secondnograin", -2.803360380906535),- ("yearday", -2.1102132003465894),- ("daynograin", -2.803360380906535),- ("<integer> <unit-of-duration>now", -2.3978952727983707)],- n = 8},- koData =- ClassData{prior = -1.2992829841302609,- unseen = -3.1780538303479458,- likelihoods =- HashMap.fromList- [("dayhour", -2.4423470353692043),- ("<integer> <unit-of-duration><day-of-month> (ordinal)",- -2.4423470353692043),- ("dayday", -2.03688192726104),- ("<integer> <unit-of-duration>time-of-day (latent)",- -2.4423470353692043),- ("<integer> <unit-of-duration><day-of-month> (ordinal or number) <named-month>",- -2.4423470353692043)],- n = 3}}),- ("<day-of-month> (ordinal or number) of <month>",- Classifier{okData =- ClassData{prior = -8.004270767353637e-2,- unseen = -3.5263605246161616,- likelihoods =- HashMap.fromList- [("ordinal (digits)July", -2.803360380906535),- ("ordinals (first..twentieth,thirtieth,...)March",- -2.803360380906535),- ("ordinal (digits)this|last|next <cycle>", -2.1102132003465894),- ("integer (numeric)this|last|next <cycle>",- -2.3978952727983707),- ("ordinal (digits)February", -2.803360380906535),- ("integer (numeric)February", -2.3978952727983707),- ("month", -0.9315582040049435),- ("ordinal (digits)March", -2.803360380906535),- ("integer (numeric)July", -2.803360380906535)],- n = 12},- koData =- ClassData{prior = -2.5649493574615367,- unseen = -2.4849066497880004,- likelihoods =- HashMap.fromList- [("ordinal (digits)February", -1.7047480922384253),- ("month", -1.7047480922384253)],- n = 1}}),- ("decimal number",- Classifier{okData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0},- koData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),- ("Naraka Chaturdashi",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("beginning of month",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("next <time>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -3.5263605246161616,- likelihoods =- HashMap.fromList- [("Martin Luther King's Day", -2.803360380906535),- ("Halloween", -2.803360380906535),- ("Wednesday", -2.803360380906535),- ("Boss's Day", -2.803360380906535),- ("Mothering Sunday", -2.803360380906535),- ("Monday", -2.803360380906535), ("day", -1.0986122886681098),- ("Thanksgiving Day", -2.803360380906535),- ("March", -2.803360380906535), ("month", -2.803360380906535),- ("Tuesday", -2.1102132003465894)],- n = 11},- koData =- ClassData{prior = -infinity, unseen = -2.4849066497880004,- likelihoods = HashMap.fromList [], n = 0}}),- ("<time-of-day> sharp|exactly",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.890371757896165,- likelihoods =- HashMap.fromList- [("at <time-of-day>", -2.1400661634962708),- ("time-of-day (latent)", -2.1400661634962708),- ("hhmm (latent)", -2.1400661634962708),- ("<time-of-day> am|pm", -2.1400661634962708),- ("hh:mm", -2.1400661634962708), ("hour", -1.7346010553881064),- ("minute", -1.4469189829363254)],- n = 5},- koData =- ClassData{prior = -infinity, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [], n = 0}}),- ("in <named-month>|year",- Classifier{okData =- ClassData{prior = -0.2876820724517809,- unseen = -3.1780538303479458,- likelihoods =- HashMap.fromList- [("October", -2.4423470353692043),- ("year (latent)", -1.0560526742493137),- ("year", -1.0560526742493137), ("March", -2.4423470353692043),- ("month", -2.03688192726104)],- n = 9},- koData =- ClassData{prior = -1.3862943611198906,- unseen = -2.4849066497880004,- likelihoods =- HashMap.fromList- [("October", -1.2992829841302609),- ("year (latent)", -1.7047480922384253),- ("year", -1.7047480922384253), ("month", -1.2992829841302609)],- n = 3}}),- ("Islamic New Year",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Lent",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("negative numbers",- Classifier{okData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0},- koData =- ClassData{prior = 0.0, unseen = -3.332204510175204,- likelihoods =- HashMap.fromList- [("integer (numeric)", -7.696104113612832e-2),- ("integer (0..19)", -2.6026896854443837)],- n = 25}}),- ("about|exactly <duration>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList- [("half an hour", -0.6931471805599453),- ("minute", -0.6931471805599453)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("<time> before last|after next",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.639057329615259,- likelihoods =- HashMap.fromList- [("Wednesday", -1.8718021769015913),- ("Friday", -1.466337068793427), ("day", -1.1786549963416462),- ("March", -1.8718021769015913), ("month", -1.8718021769015913)],- n = 4},- koData =- ClassData{prior = -infinity, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [], n = 0}}),- ("by the end of <time>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList- [("this|last|next <cycle>", -0.6931471805599453),- ("month", -0.6931471805599453)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("hhmm (military) am|pm",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<datetime> - <datetime> (interval)",- Classifier{okData =- ClassData{prior = -0.3794896217049037, unseen = -4.304065093204169,- likelihoods =- HashMap.fromList- [("intersecthh:mm", -3.1918471524802814),- ("intersect<time-of-day> am|pm", -3.1918471524802814),- ("minuteminute", -1.457246097092175),- ("hh:mmhh:mm", -2.093234863812172),- ("dayday", -3.1918471524802814),- ("hourhour", -2.093234863812172),- ("<named-month> <day-of-month> (non ordinal)<named-month> <day-of-month> (non ordinal)",- -3.1918471524802814),- ("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",- -3.1918471524802814),- ("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",- -3.597312260588446),- ("from|since|after <time-of-day><time-of-day> am|pm",- -3.597312260588446),- ("<time-of-day> am|pm<time-of-day> am|pm", -2.681021528714291),- ("from|since|after <time-of-day>hh:mm", -2.681021528714291)],- n = 26},- koData =- ClassData{prior = -1.1526795099383855, unseen = -3.828641396489095,- likelihoods =- HashMap.fromList- [("<named-month> <day-of-month> (non ordinal)July",- -3.1135153092103742),- ("daymonth", -2.70805020110221),- ("from|since|after <time-of-day>intersect", -2.70805020110221),- ("<time-of-day> am|pmintersect", -3.1135153092103742),- ("hh:mm<time-of-day> am|pm", -2.70805020110221),- ("minuteminute", -1.8607523407150064),- ("hourhour", -2.70805020110221),- ("minutehour", -2.70805020110221),- ("hh:mmintersect", -2.1972245773362196),- ("<named-month> <day-of-month> (non ordinal)August",- -3.1135153092103742),- ("about|exactly <time-of-day><time-of-day> am|pm",- -3.1135153092103742)],- n = 12}}),- ("Tuesday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.639057329615259,- likelihoods = HashMap.fromList [("", 0.0)], n = 12},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("New Year's Day",- Classifier{okData =- ClassData{prior = -1.6094379124341003,- unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -0.2231435513142097,- unseen = -2.3025850929940455,- likelihoods = HashMap.fromList [("", 0.0)], n = 8}}),- ("fortnight",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<integer> and an half hour",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Laylat al-Qadr",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Boghi",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("at the beginning|end of <named-month>",- Classifier{okData =- ClassData{prior = -0.2231435513142097,- unseen = -2.5649493574615367,- likelihoods =- HashMap.fromList- [("January", -1.3862943611198906),- ("April", -1.3862943611198906), ("month", -0.8754687373538999)],- n = 4},- koData =- ClassData{prior = -1.6094379124341003,- unseen = -1.9459101490553135,- likelihoods =- HashMap.fromList- [("October", -1.0986122886681098),- ("month", -1.0986122886681098)],- n = 1}}),- ("<time-of-day> - <time-of-day> (interval)",- Classifier{okData =- ClassData{prior = -0.7375989431307791, unseen = -4.110873864173311,- likelihoods =- HashMap.fromList- [("minuteminute", -1.529395204760564),- ("hh:mmhh:mm", -1.8971199848858813),- ("<time-of-day> am|pmtime-of-day (latent)",- -2.4849066497880004),- ("hourhour", -1.6964492894237302),- ("from|since|after <time-of-day>time-of-day (latent)",- -3.4011973816621555),- ("from|since|after <time-of-day><time-of-day> am|pm",- -3.4011973816621555),- ("<time-of-day> am|pm<time-of-day> am|pm", -2.4849066497880004),- ("from|since|after <time-of-day>hh:mm", -2.4849066497880004)],- n = 22},- koData =- ClassData{prior = -0.6505875661411494, unseen = -4.174387269895637,- likelihoods =- HashMap.fromList- [("about|exactly <time-of-day>time-of-day (latent)",- -3.4657359027997265),- ("hh:mmtime-of-day (latent)", -1.7609878105613013),- ("hh:mm<time-of-day> am|pm", -3.0602707946915624),- ("<time-of-day> am|pmtime-of-day (latent)",- -3.4657359027997265),- ("at <time-of-day><time-of-day> am|pm", -3.4657359027997265),- ("hourhour", -2.2129729343043585),- ("minutehour", -1.2144441041932315),- ("about|exactly <time-of-day><time-of-day> am|pm",- -3.4657359027997265),- ("from|since|after <time-of-day>time-of-day (latent)",- -2.5494451709255714),- ("at <time-of-day>time-of-day (latent)", -3.0602707946915624),- ("<integer> to|till|before <hour-of-day>time-of-day (latent)",- -3.0602707946915624)],- n = 24}}),- ("military spelled out numbers am|pm",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods =- HashMap.fromList [("integer (0..19)integer (20..90)", 0.0)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("winter",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("nth <time> after <time>",- Classifier{okData =- ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,- likelihoods =- HashMap.fromList- [("dayday", -0.916290731874155),- ("ordinals (first..twentieth,thirtieth,...)Tuesdayintersect",- -0.916290731874155)],- n = 1},- koData =- ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,- likelihoods =- HashMap.fromList- [("dayday", -0.916290731874155),- ("ordinals (first..twentieth,thirtieth,...)TuesdayChristmas",- -0.916290731874155)],- n = 1}}),- ("<named-month> <day-of-month> (non ordinal)",- Classifier{okData =- ClassData{prior = -0.42121346507630353,- unseen = -3.951243718581427,- likelihoods =- HashMap.fromList- [("Augustinteger (numeric)", -2.5455312716044354),- ("Marchinteger (numeric)", -2.833213344056216),- ("Aprilinteger (numeric)", -3.2386784521643803),- ("month", -0.8407831793660099),- ("Februaryinteger (numeric)", -1.9859154836690123),- ("Septemberinteger (numeric)", -2.833213344056216),- ("Octoberinteger (numeric)", -2.833213344056216),- ("Julyinteger (numeric)", -2.1400661634962708)],- n = 21},- koData =- ClassData{prior = -1.067840630001356, unseen = -3.4657359027997265,- likelihoods =- HashMap.fromList- [("Augustinteger (numeric)", -2.3353749158170367),- ("Marchinteger (numeric)", -2.740840023925201),- ("Aprilinteger (numeric)", -2.740840023925201),- ("month", -0.9490805546971459),- ("from|since|after <time-of-day>integer (numeric)",- -2.3353749158170367),- ("Julyinteger (numeric)", -1.6422277352570913)],- n = 11}}),- ("Diwali",- Classifier{okData =- ClassData{prior = -0.2876820724517809,- unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -1.3862943611198906,- unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),- ("last night",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("this|next <day-of-week>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.995732273553991,- likelihoods =- HashMap.fromList- [("Thursday", -2.2512917986064953),- ("Wednesday", -2.2512917986064953),- ("Monday", -1.845826690498331), ("day", -0.8649974374866046),- ("Tuesday", -1.55814461804655)],- n = 7},- koData =- ClassData{prior = -infinity, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [], n = 0}}),- ("ordinal (digits)",- Classifier{okData =- ClassData{prior = 0.0, unseen = -3.6635616461296463,- likelihoods = HashMap.fromList [("", 0.0)], n = 37},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("quarter (grain)",- Classifier{okData =- ClassData{prior = -0.2876820724517809, unseen = -2.639057329615259,- likelihoods = HashMap.fromList [("", 0.0)], n = 12},- koData =- ClassData{prior = -1.3862943611198906, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),- ("last <cycle> of <time>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.9444389791664407,- likelihoods =- HashMap.fromList- [("day (grain)October", -1.791759469228055),- ("daymonth", -1.2809338454620642),- ("day (grain)intersect", -1.791759469228055),- ("weekmonth", -1.791759469228055),- ("week (grain)intersect", -2.1972245773362196),- ("week (grain)September", -2.1972245773362196)],- n = 6},- koData =- ClassData{prior = -infinity, unseen = -1.9459101490553135,- likelihoods = HashMap.fromList [], n = 0}}),- ("Chhath",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Vasant Panchami",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<day-of-month>(ordinal) <named-month> year",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList- [("ordinal (digits)April", -0.6931471805599453),- ("month", -0.6931471805599453)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("Black Friday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("week-end",- Classifier{okData =- ClassData{prior = -1.252762968495368, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -0.3364722366212129,- unseen = -1.9459101490553135,- likelihoods = HashMap.fromList [("", 0.0)], n = 5}}),- ("Great Lent",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Maundy Thursday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("day (grain)",- Classifier{okData =- ClassData{prior = 0.0, unseen = -3.295836866004329,- likelihoods = HashMap.fromList [("", 0.0)], n = 25},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("right now",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("for <duration> from <time>",- Classifier{okData =- ClassData{prior = -0.40546510810816444,- unseen = -2.3025850929940455,- likelihoods =- HashMap.fromList- [("<integer> <unit-of-duration><day-of-month> (ordinal)",- -1.5040773967762742),- ("dayday", -1.0986122886681098),- ("<integer> <unit-of-duration><day-of-month> (ordinal or number) <named-month>",- -1.5040773967762742)],- n = 2},- koData =- ClassData{prior = -1.0986122886681098,- unseen = -2.0794415416798357,- likelihoods =- HashMap.fromList- [("dayhour", -1.252762968495368),- ("<integer> <unit-of-duration>time-of-day (latent)",- -1.252762968495368)],- n = 1}}),- ("compose by multiplication",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList [("integer (0..19)powers of tens", 0.0)],- n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("end of year",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.4849066497880004,- likelihoods = HashMap.fromList [("", 0.0)], n = 10},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("between <time> and <time>",- Classifier{okData =- ClassData{prior = -1.0986122886681098,- unseen = -3.1780538303479458,- likelihoods =- HashMap.fromList- [("minuteminute", -0.832909122935104),- ("hh:mmhh:mm", -0.832909122935104)],- n = 9},- koData =- ClassData{prior = -0.40546510810816444,- unseen = -3.7376696182833684,- likelihoods =- HashMap.fromList- [("hh:mmtime-of-day (latent)", -1.410986973710262),- ("minuteminute", -1.410986973710262),- ("minutehour", -1.410986973710262),- ("hh:mmintersect", -1.410986973710262)],- n = 18}}),- ("<month> dd-dd (interval)",- Classifier{okData =- ClassData{prior = 0.0, unseen = -3.4657359027997265,- likelihoods =- HashMap.fromList- [("Julyinteger (numeric)integer (numeric)", -1.6422277352570913),- ("from|since|after <time-of-day>ordinal (digits)ordinal (digits)",- -2.740840023925201),- ("from|since|after <time-of-day>integer (numeric)integer (numeric)",- -2.740840023925201),- ("from|since|after <time-of-day>ordinal (digits)integer (numeric)",- -2.740840023925201),- ("Augustordinal (digits)integer (numeric)",- -2.3353749158170367),- ("month", -0.8690378470236094),- ("Augustordinal (digits)ordinal (digits)",- -2.3353749158170367)],- n = 12},- koData =- ClassData{prior = -infinity, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [], n = 0}}),- ("part of days",- Classifier{okData =- ClassData{prior = -3.509131981127006e-2,- unseen = -3.4011973816621555,- likelihoods = HashMap.fromList [("", 0.0)], n = 28},- koData =- ClassData{prior = -3.367295829986474, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),+ ClassData{prior = -8.961215868968717e-2,+ unseen = -3.5263605246161616,+ likelihoods = HashMap.fromList [("", 0.0)], n = 32},+ koData =+ ClassData{prior = -2.456735772821304, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),+ ("integer (numeric)",+ Classifier{okData =+ ClassData{prior = -0.6049544685244844, unseen = -5.736572297479192,+ likelihoods = HashMap.fromList [("", 0.0)], n = 308},+ koData =+ ClassData{prior = -0.7898768070184965, unseen = -5.552959584921617,+ likelihoods = HashMap.fromList [("", 0.0)], n = 256}}),+ ("<year> (bc|ad)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],+ n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<duration> hence|ago",+ Classifier{okData =+ ClassData{prior = -5.406722127027582e-2,+ unseen = -3.784189633918261,+ likelihoods =+ HashMap.fromList+ [("week", -1.563975538357343), ("day", -1.8152899666382492),+ ("year", -2.662587827025453),+ ("<integer> <unit-of-duration>", -1.0531499145913523),+ ("a <unit-of-duration>", -2.662587827025453),+ ("month", -2.662587827025453),+ ("fortnight", -2.662587827025453)],+ n = 18},+ koData =+ ClassData{prior = -2.9444389791664407,+ unseen = -2.3025850929940455,+ likelihoods =+ HashMap.fromList+ [("year", -1.5040773967762742),+ ("<integer> <unit-of-duration>", -1.5040773967762742)],+ n = 1}}),+ ("noon|midnight|EOD|end of day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [("", 0.0)], n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("quarter to|till|before <hour-of-day>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("noon|midnight|EOD|end of day", -0.6931471805599453),+ ("hour", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Father's Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<cycle> after|before <time>",+ Classifier{okData =+ ClassData{prior = -0.6931471805599453, unseen = -2.833213344056216,+ likelihoods =+ HashMap.fromList+ [("day (grain)tomorrow", -1.6739764335716716),+ ("dayday", -1.1631508098056809),+ ("day (grain)yesterday", -1.6739764335716716)],+ n = 4},+ koData =+ ClassData{prior = -0.6931471805599453, unseen = -2.833213344056216,+ likelihoods =+ HashMap.fromList+ [("dayhour", -1.6739764335716716),+ ("year (grain)Christmas", -2.0794415416798357),+ ("dayday", -2.0794415416798357),+ ("day (grain)intersect", -1.6739764335716716),+ ("day (grain)Easter Sunday", -2.0794415416798357),+ ("yearday", -2.0794415416798357)],+ n = 4}}),+ ("Easter Monday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Navaratri",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Martin Luther King's Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.3025850929940455,+ likelihoods = HashMap.fromList [("", 0.0)], n = 8},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("integer (20..90)",+ Classifier{okData =+ ClassData{prior = -0.6931471805599453,+ unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -0.6931471805599453,+ unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),+ ("Shemini Atzeret",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Ramadan",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Lazarus Saturday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("intersect 2 numbers",+ Classifier{okData =+ ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,+ likelihoods =+ HashMap.fromList+ [("compose by multiplicationinteger (0..19)",+ -0.2231435513142097)],+ n = 3},+ koData =+ ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,+ likelihoods =+ HashMap.fromList+ [("powers of tensinteger (0..19)", -0.2231435513142097)],+ n = 3}}),+ ("mm/yyyy",+ Classifier{okData =+ ClassData{prior = -1.3862943611198906,+ unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -0.2876820724517809,+ unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),+ ("from|since|after <time>",+ Classifier{okData =+ ClassData{prior = -1.540445040947149, unseen = -4.248495242049359,+ likelihoods =+ HashMap.fromList+ [("<day-of-month> (ordinal or number) <named-month>",+ -3.5409593240373143),+ ("July", -3.5409593240373143),+ ("year (latent)", -3.1354942159291497),+ ("day", -3.1354942159291497),+ ("time-of-day (latent)", -2.624668592163159),+ ("year", -3.1354942159291497),+ ("<time-of-day> am|pm", -2.624668592163159),+ ("hh:mm", -2.624668592163159),+ ("<day-of-month> (ordinal)", -3.5409593240373143),+ ("hour", -2.03688192726104), ("month", -3.1354942159291497),+ ("minute", -2.624668592163159),+ ("August", -3.5409593240373143)],+ n = 18},+ koData =+ ClassData{prior = -0.2411620568168881, unseen = -5.111987788356543,+ likelihoods =+ HashMap.fromList+ [("<integer> to|till|before <hour-of-day>", -4.007333185232471),+ ("week", -4.412798293340635),+ ("<day-of-month> (ordinal or number) <named-month>",+ -4.412798293340635),+ ("today", -4.412798293340635),+ ("intersect", -2.540996116439044),+ ("<time> for <duration>", -4.412798293340635),+ ("second", -4.412798293340635), ("now", -3.71965111278069),+ ("tomorrow", -4.007333185232471),+ ("this|last|next <cycle>", -4.412798293340635),+ ("day", -1.927891643552635),+ ("time-of-day (latent)", -2.6210388241125804),+ ("<time-of-day> am|pm", -4.007333185232471),+ ("nograin", -3.71965111278069),+ ("<named-month>|<named-day> <day-of-month> (ordinal)",+ -4.412798293340635),+ ("<day-of-month> (ordinal)", -4.007333185232471),+ ("Easter Sunday", -4.412798293340635),+ ("Christmas", -3.71965111278069), ("hour", -2.3978952727983707),+ ("month", -4.412798293340635),+ ("<datetime> - <datetime> (interval)", -3.1600353248452673),+ ("<time-of-day> - <time-of-day> (interval)",+ -2.908720896564361),+ ("<named-month> <day-of-month> (non ordinal)",+ -4.007333185232471),+ ("minute", -1.927891643552635),+ ("right now", -4.412798293340635),+ ("<month> dd-dd (interval)", -3.71965111278069),+ ("part of days", -4.412798293340635),+ ("dd-dd <month> (interval)", -4.007333185232471)],+ n = 66}}),+ ("integer after|past <hour-of-day>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.3025850929940455,+ likelihoods =+ HashMap.fromList+ [("hour", -0.8109302162163288),+ ("integer (numeric)time-of-day (latent)", -1.0986122886681098),+ ("integer (20..90)time-of-day (latent)", -1.5040773967762742)],+ n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<ordinal> last <cycle> of <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.4011973816621555,+ likelihoods =+ HashMap.fromList+ [("ordinals (first..twentieth,thirtieth,...)week (grain)year (latent)",+ -2.268683541318364),+ ("daymonth", -2.268683541318364),+ ("ordinal (digits)day (grain)May", -2.6741486494265287),+ ("ordinals (first..twentieth,thirtieth,...)week (grain)intersect",+ -2.6741486494265287),+ ("weekmonth", -1.7578579175523736),+ ("ordinal (digits)week (grain)October", -2.6741486494265287),+ ("ordinal (digits)week (grain)intersect", -2.6741486494265287),+ ("ordinal (digits)week (grain)year (latent)",+ -2.6741486494265287),+ ("weekyear", -1.9810014688665833),+ ("ordinals (first..twentieth,thirtieth,...)week (grain)October",+ -2.6741486494265287),+ ("ordinals (first..twentieth,thirtieth,...)day (grain)May",+ -2.6741486494265287)],+ n = 9},+ koData =+ ClassData{prior = -infinity, unseen = -2.4849066497880004,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Yom HaShoah",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<day-of-month> (ordinal or number) <named-month>",+ Classifier{okData =+ ClassData{prior = -1.0296194171811581,+ unseen = -3.0910424533583156,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)December", -1.6582280766035324),+ ("ordinal (digits)February", -2.3513752571634776),+ ("integer (numeric)April", -2.3513752571634776),+ ("month", -1.252762968495368)],+ n = 5},+ koData =+ ClassData{prior = -0.4418327522790392,+ unseen = -3.4011973816621555,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)October", -2.6741486494265287),+ ("ordinal (digits)July", -2.6741486494265287),+ ("integer (numeric)September", -2.268683541318364),+ ("ordinal (digits)August", -2.6741486494265287),+ ("integer (numeric)August", -2.6741486494265287),+ ("ordinal (digits)April", -2.6741486494265287),+ ("month", -1.0647107369924282),+ ("integer (numeric)July", -2.268683541318364)],+ n = 9}}),+ ("<time> <part-of-day>",+ Classifier{okData =+ ClassData{prior = -9.237332013101517e-2,+ unseen = -4.48863636973214,+ likelihoods =+ HashMap.fromList+ [("<day-of-month> (ordinal)in|during the <part-of-day>",+ -3.784189633918261),+ ("dayhour", -1.4816045409242156),+ ("Mondayearly morning", -3.378724525810097),+ ("time-of-day (latent)tonight", -3.378724525810097),+ ("hourhour", -2.3978952727983707),+ ("<time-of-day> o'clockin|during the <part-of-day>",+ -3.784189633918261),+ ("todaypart of days", -3.784189633918261),+ ("minutehour", -2.6855773452501515),+ ("at <time-of-day>in|during the <part-of-day>",+ -3.378724525810097),+ ("time-of-day (latent)this <part-of-day>", -3.784189633918261),+ ("Mondayin|during the <part-of-day>", -3.784189633918261),+ ("intersectpart of days", -3.784189633918261),+ ("intersectin|during the <part-of-day>", -3.784189633918261),+ ("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",+ -3.784189633918261),+ ("the <day-of-month> (ordinal)in|during the <part-of-day>",+ -3.784189633918261),+ ("tomorrowpart of days", -2.3978952727983707),+ ("hh:mmin|during the <part-of-day>", -3.0910424533583156),+ ("time-of-day (latent)in|during the <part-of-day>",+ -3.784189633918261),+ ("hhmm (latent)in|during the <part-of-day>",+ -3.784189633918261),+ ("yesterdaypart of days", -3.378724525810097),+ ("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",+ -3.784189633918261),+ ("Mondaypart of days", -3.784189633918261)],+ n = 31},+ koData =+ ClassData{prior = -2.4277482359480516,+ unseen = -3.4965075614664802,+ likelihoods =+ HashMap.fromList+ [("yearhour", -2.772588722239781),+ ("monthhour", -2.772588722239781),+ ("hourhour", -2.772588722239781),+ ("year (latent)in|during the <part-of-day>",+ -2.772588722239781),+ ("Februaryin|during the <part-of-day>", -2.772588722239781),+ ("time-of-day (latent)in|during the <part-of-day>",+ -2.772588722239781)],+ n = 3}}),+ ("dd/mm",+ Classifier{okData =+ ClassData{prior = -1.2685113254635072,+ unseen = -2.3978952727983707,+ likelihoods = HashMap.fromList [("", 0.0)], n = 9},+ koData =+ ClassData{prior = -0.33024168687057687,+ unseen = -3.2188758248682006,+ likelihoods = HashMap.fromList [("", 0.0)], n = 23}}),+ ("today",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [("", 0.0)], n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("at <time-of-day>",+ Classifier{okData =+ ClassData{prior = -8.4557388028063e-2, unseen = -5.003946305945459,+ likelihoods =+ HashMap.fromList+ [("<time> timezone", -3.898599985096005),+ ("noon|midnight|EOD|end of day", -3.898599985096005),+ ("integer after|past <hour-of-day>", -3.898599985096005),+ ("half after|past <hour-of-day>", -4.304065093204169),+ ("time-of-day (latent)", -1.6650077635889111),+ ("hhmm (latent)", -3.6109179126442243),+ ("<time-of-day> am|pm", -1.7783364488959144),+ ("hh:mm", -3.3877743613300146),+ ("about|exactly <time-of-day>", -3.898599985096005),+ ("hour", -1.0459685551826876),+ ("<time-of-day> sharp|exactly", -4.304065093204169),+ ("minute", -2.10684051586795)],+ n = 68},+ koData =+ ClassData{prior = -2.512305623976115, unseen = -3.2188758248682006,+ likelihoods =+ HashMap.fromList+ [("time-of-day (latent)", -1.2321436812926323),+ ("hour", -1.2321436812926323)],+ n = 6}}),+ ("December",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("absorption of , after named day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.332204510175204,+ likelihoods =+ HashMap.fromList+ [("on <date>", -2.1972245773362196),+ ("Wednesday", -2.6026896854443837),+ ("Saturday", -2.6026896854443837),+ ("Monday", -2.1972245773362196),+ ("Friday", -1.9095425048844386), ("day", -0.8979415932059586),+ ("Sunday", -2.6026896854443837)],+ n = 10},+ koData =+ ClassData{prior = -infinity, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("September",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("tonight",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("last|past|next <duration>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -4.2626798770413155,+ likelihoods =+ HashMap.fromList+ [("week", -2.456735772821304), ("second", -2.639057329615259),+ ("day", -2.3025850929940455), ("year", -2.639057329615259),+ ("<integer> <unit-of-duration>", -0.7827593392496325),+ ("hour", -2.639057329615259), ("month", -2.639057329615259),+ ("minute", -2.639057329615259)],+ n = 31},+ koData =+ ClassData{prior = -infinity, unseen = -2.1972245773362196,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("the ides of <named-month>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("March", -0.6931471805599453), ("month", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("on <date>",+ Classifier{okData =+ ClassData{prior = -0.13353139262452263,+ unseen = -4.204692619390966,+ likelihoods =+ HashMap.fromList+ [("Thursday", -1.4816045409242156),+ ("dd/mm", -3.4965075614664802),+ ("absorption of , after named day", -3.0910424533583156),+ ("intersect", -3.0910424533583156),+ ("Saturday", -2.803360380906535),+ ("Friday", -3.4965075614664802), ("day", -0.8574502318512216),+ ("the <day-of-month> (ordinal)", -3.0910424533583156),+ ("intersect by \",\", \"of\", \"from\", \"'s\"",+ -2.803360380906535),+ ("hour", -3.4965075614664802)],+ n = 28},+ koData =+ ClassData{prior = -2.0794415416798357,+ unseen = -2.9444389791664407,+ likelihoods =+ HashMap.fromList+ [("intersect", -1.791759469228055), ("day", -1.2809338454620642),+ ("intersect by \",\", \"of\", \"from\", \"'s\"",+ -1.791759469228055)],+ n = 4}}),+ ("integer (0..19)",+ Classifier{okData =+ ClassData{prior = -0.11122563511022437,+ unseen = -3.970291913552122,+ likelihoods = HashMap.fromList [("", 0.0)], n = 51},+ koData =+ ClassData{prior = -2.2512917986064953,+ unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6}}),+ ("between <time-of-day> and <time-of-day> (interval)",+ Classifier{okData =+ ClassData{prior = -0.6931471805599453,+ unseen = -3.1354942159291497,+ likelihoods =+ HashMap.fromList+ [("minuteminute", -0.7884573603642702),+ ("hh:mmhh:mm", -0.7884573603642702)],+ n = 9},+ koData =+ ClassData{prior = -0.6931471805599453,+ unseen = -3.1354942159291497,+ likelihoods =+ HashMap.fromList+ [("hh:mmtime-of-day (latent)", -0.7884573603642702),+ ("minutehour", -0.7884573603642702)],+ n = 9}}),+ ("Halloween",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Passover",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("from <month> dd-dd (interval)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.3978952727983707,+ likelihoods =+ HashMap.fromList+ [("Julyinteger (numeric)integer (numeric)", -1.6094379124341003),+ ("Augustordinal (digits)integer (numeric)",+ -1.6094379124341003),+ ("month", -0.916290731874155),+ ("Augustordinal (digits)ordinal (digits)",+ -1.6094379124341003)],+ n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("October",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.995732273553991,+ likelihoods = HashMap.fromList [("", 0.0)], n = 18},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("month (grain)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.833213344056216,+ likelihoods = HashMap.fromList [("", 0.0)], n = 15},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<integer> more <unit-of-duration>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)minute (grain)", -0.6931471805599453),+ ("minute", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<time-of-day> o'clock",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.1972245773362196,+ likelihoods =+ HashMap.fromList+ [("time-of-day (latent)", -0.6931471805599453),+ ("hour", -0.6931471805599453)],+ n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Vesak",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Earth Hour",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("in|within|after <duration>",+ Classifier{okData =+ ClassData{prior = -0.10536051565782628,+ unseen = -4.6913478822291435,+ likelihoods =+ HashMap.fromList+ [("week", -3.295836866004329),+ ("<integer> more <unit-of-duration>", -3.9889840465642745),+ ("three-quarters of an hour", -3.0726933146901194),+ ("<integer> + '\"", -3.295836866004329),+ ("number.number hours", -3.9889840465642745),+ ("second", -3.58351893845611),+ ("half a <time-grain>", -3.0726933146901194),+ ("day", -3.295836866004329), ("year", -3.9889840465642745),+ ("<integer> <unit-of-duration>", -1.6376087894007967),+ ("a <unit-of-duration>", -3.0726933146901194),+ ("quarter of an hour", -3.0726933146901194),+ ("hour", -2.6026896854443837),+ ("about|exactly <duration>", -3.9889840465642745),+ ("half an hour (abbrev).", -3.58351893845611),+ ("<integer> and an half hour", -3.9889840465642745),+ ("minute", -1.2809338454620642)],+ n = 45},+ koData =+ ClassData{prior = -2.3025850929940455, unseen = -3.367295829986474,+ likelihoods =+ HashMap.fromList+ [("quarter", -2.2335922215070942), ("year", -1.9459101490553135),+ ("<integer> <unit-of-duration>", -1.9459101490553135),+ ("a <unit-of-duration>", -2.2335922215070942)],+ n = 5}}),+ ("January",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("three-quarters of an hour",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Mattu Pongal",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Wednesday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.3025850929940455,+ likelihoods = HashMap.fromList [("", 0.0)], n = 8},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("half after|past <hour-of-day>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods =+ HashMap.fromList+ [("time-of-day (latent)", -0.6931471805599453),+ ("hour", -0.6931471805599453)],+ n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<integer> + '\"",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],+ n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("half <integer> (UK style hour-of-day)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("time-of-day (latent)", -0.6931471805599453),+ ("hour", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("July",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.833213344056216,+ likelihoods = HashMap.fromList [("", 0.0)], n = 15},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("hour (grain)",+ Classifier{okData =+ ClassData{prior = -0.48550781578170077,+ unseen = -2.890371757896165,+ likelihoods = HashMap.fromList [("", 0.0)], n = 16},+ koData =+ ClassData{prior = -0.9555114450274363,+ unseen = -2.4849066497880004,+ likelihoods = HashMap.fromList [("", 0.0)], n = 10}}),+ ("Shavuot",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<day> <duration> hence|ago",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("dayyear", -0.6931471805599453),+ ("Diwali<integer> <unit-of-duration>", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<ordinal> quarter",+ Classifier{okData =+ ClassData{prior = -0.4700036292457356, unseen = -2.639057329615259,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)quarter (grain)", -1.1786549963416462),+ ("ordinals (first..twentieth,thirtieth,...)quarter (grain)",+ -1.466337068793427),+ ("quarter", -0.7731898882334817)],+ n = 5},+ koData =+ ClassData{prior = -0.9808292530117262,+ unseen = -2.3025850929940455,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)quarter (grain)", -0.8109302162163288),+ ("quarter", -0.8109302162163288)],+ n = 3}}),+ ("Boss's Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Orthodox Easter Sunday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("one twenty two",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("May",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("intersect",+ Classifier{okData =+ ClassData{prior = -0.4711784874188598, unseen = -6.75343791859778,+ likelihoods =+ HashMap.fromList+ [("Navaratriyear (latent)", -6.059123195581797),+ ("Father's Dayyear (latent)", -6.059123195581797),+ ("Ramadanyear (latent)", -6.059123195581797),+ ("<datetime> - <datetime> (interval)on <date>",+ -4.8063602270864285),+ ("Bhai Doojyear (latent)", -6.059123195581797),+ ("<time-of-day> - <time-of-day> (interval)on <date>",+ -4.8063602270864285),+ ("hourday", -4.354375103343371),+ ("dayhour", -3.2557628146752617),+ ("Martin Luther King's Dayyear (latent)", -5.653658087473633),+ ("Shemini Atzeretyear (latent)", -6.059123195581797),+ ("daymonth", -5.1428324637076415),+ ("monthday", -5.653658087473633),+ ("monthyear", -4.267363726353742),+ ("Yom Ha'atzmautyear (latent)", -6.059123195581797),+ ("Vijayadashamiyear (latent)", -6.059123195581797),+ ("Thanksgiving Dayyear (latent)", -4.9605109069136875),+ ("Thai Pongalyear (latent)", -5.365976015021851),+ ("Thiru Onamyear (latent)", -5.365976015021851),+ ("Tuesdaythe <day-of-month> (ordinal)", -6.059123195581797),+ ("from <datetime> - <datetime> (interval)July",+ -6.059123195581797),+ ("houryear", -5.365976015021851),+ ("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",+ -6.059123195581797),+ ("Christmas<time-of-day> am|pm", -6.059123195581797),+ ("last <day-of-week> of <time>year (latent)",+ -6.059123195581797),+ ("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",+ -5.365976015021851),+ ("<time-of-day> am|pmintersect", -4.8063602270864285),+ ("Earth Houryear (latent)", -6.059123195581797),+ ("Octoberyear (latent)", -4.555045798805523),+ ("intersect<time-of-day> am|pm", -6.059123195581797),+ ("Mattu Pongalyear (latent)", -6.059123195581797),+ ("Shavuotyear (latent)", -6.059123195581797),+ ("Dhanterasin <named-month>|year", -6.059123195581797),+ ("at <time-of-day>in|within|after <duration>",+ -6.059123195581797),+ ("Thursdayhh(:mm) - <time-of-day> am|pm", -6.059123195581797),+ ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",+ -5.653658087473633),+ ("Marchyear (latent)", -6.059123195581797),+ ("Sukkotyear (latent)", -5.653658087473633),+ ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",+ -6.059123195581797),+ ("Clean Mondayyear (latent)", -5.653658087473633),+ ("monthhour", -5.653658087473633),+ ("todayat <time-of-day>", -6.059123195581797),+ ("Thursday<time> timezone", -4.354375103343371),+ ("from|since|after <time>December", -6.059123195581797),+ ("dd/mm<time-of-day> am|pm", -6.059123195581797),+ ("this <time>hh(:mm) - <time-of-day> am|pm",+ -6.059123195581797),+ ("Palm SundaySunday", -5.653658087473633),+ ("dayday", -3.8618986182455775),+ ("dd/mmat <time-of-day>", -6.059123195581797),+ ("<time> <part-of-day>at <time-of-day>", -6.059123195581797),+ ("tonightat <time-of-day>", -6.059123195581797),+ ("<time-of-day> am|pmabsorption of , after named day",+ -5.365976015021851),+ ("today<time-of-day> am|pm", -6.059123195581797),+ ("Februarythe <day-of-month> (ordinal)", -5.653658087473633),+ ("at <time-of-day><time> <part-of-day>", -6.059123195581797),+ ("hourhour", -4.8063602270864285),+ ("<time-of-day> am|pmon <date>", -4.044220175039532),+ ("Wednesdaythis|last|next <cycle>", -6.059123195581797),+ ("Lentyear (latent)", -6.059123195581797),+ ("intersect<named-month> <day-of-month> (non ordinal)",+ -4.555045798805523),+ ("Boghiyear (latent)", -6.059123195581797),+ ("dayyear", -1.9647786333596962),+ ("Thursdayfrom|since|after <time>", -5.653658087473633),+ ("<time-of-day> o'clockin|during the <part-of-day>",+ -6.059123195581797),+ ("Thursdayat <time-of-day>", -5.653658087473633),+ ("Islamic New Yearyear (latent)", -5.653658087473633),+ ("Laylat al-Qadryear (latent)", -5.1428324637076415),+ ("Chhathin <named-month>|year", -6.059123195581797),+ ("Vasant Panchamiin <named-month>|year", -6.059123195581797),+ ("Diwaliin <named-month>|year", -6.059123195581797),+ ("Shrove Tuesdayyear (latent)", -6.059123195581797),+ ("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",+ -5.365976015021851),+ ("<time-of-day> am|pmtomorrow", -5.365976015021851),+ ("Yom Kippuryear (latent)", -6.059123195581797),+ ("<part-of-day> of <time>year (latent)", -6.059123195581797),+ ("minutehour", -5.1428324637076415),+ ("Kaanum Pongalyear (latent)", -5.653658087473633),+ ("Maha Saptamiyear (latent)", -6.059123195581797),+ ("at <time-of-day>in|during the <part-of-day>",+ -5.653658087473633),+ ("absorption of , after named day<named-month> <day-of-month> (non ordinal)",+ -4.354375103343371),+ ("for <duration> from <time>December", -6.059123195581797),+ ("tomorrow<time-of-day> sharp|exactly", -6.059123195581797),+ ("Thursdayfrom <datetime> - <datetime> (interval)",+ -5.1428324637076415),+ ("on <date><named-month> <day-of-month> (non ordinal)",+ -5.653658087473633),+ ("Pentecostyear (latent)", -6.059123195581797),+ ("Thursdayfrom <time-of-day> - <time-of-day> (interval)",+ -5.1428324637076415),+ ("Eid al-Fitryear (latent)", -6.059123195581797),+ ("Mondayin|during the <part-of-day>", -6.059123195581797),+ ("Raksha Bandhanyear (latent)", -6.059123195581797),+ ("tomorrowfrom <time-of-day> - <time-of-day> (interval)",+ -5.653658087473633),+ ("Navaratriin <named-month>|year", -6.059123195581797),+ ("Ashurayear (latent)", -6.059123195581797),+ ("Chinese New Yearyear (latent)", -6.059123195581797),+ ("Sundayyear (latent)", -6.059123195581797),+ ("Lag BaOmeryear (latent)", -6.059123195581797),+ ("last weekend of <named-month>year (latent)",+ -6.059123195581797),+ ("Eid al-Adhayear (latent)", -5.1428324637076415),+ ("intersectin|during the <part-of-day>", -6.059123195581797),+ ("Christmasat <time-of-day>", -6.059123195581797),+ ("Passoveryear (latent)", -6.059123195581797),+ ("Lazarus Saturdayyear (latent)", -6.059123195581797),+ ("dd/mmyear (latent)", -6.059123195581797),+ ("<day-of-month> (ordinal or number) <named-month>year (latent)",+ -6.059123195581797),+ ("Yom HaShoahyear (latent)", -5.653658087473633),+ ("Thursday<datetime> - <datetime> (interval)",+ -5.653658087473633),+ ("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",+ -6.059123195581797),+ ("Thai Pongalin <named-month>|year", -6.059123195581797),+ ("Septemberyear (latent)", -5.653658087473633),+ ("Thursday<time-of-day> - <time-of-day> (interval)",+ -4.8063602270864285),+ ("Halloweenyear (latent)", -6.059123195581797),+ ("<ordinal> last <cycle> of <time>year (latent)",+ -5.653658087473633),+ ("from <time-of-day> - <time-of-day> (interval)on <date>",+ -5.365976015021851),+ ("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",+ -6.059123195581797),+ ("at <time-of-day>intersect", -5.653658087473633),+ ("Rosh Hashanahyear (latent)", -5.365976015021851),+ ("Dhanterasyear (latent)", -6.059123195581797),+ ("Tu BiShvatyear (latent)", -6.059123195581797),+ ("Holiyear (latent)", -5.365976015021851),+ ("<time-of-day> - <time-of-day> (interval)tomorrow",+ -6.059123195581797),+ ("Holika Dahanyear (latent)", -5.365976015021851),+ ("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",+ -6.059123195581797),+ ("dayminute", -3.420065865966538),+ ("Mawlidyear (latent)", -6.059123195581797),+ ("from <datetime> - <datetime> (interval)on <date>",+ -5.653658087473633),+ ("<datetime> - <datetime> (interval)tomorrow",+ -6.059123195581797),+ ("Jumu'atul-Widayear (latent)", -5.1428324637076415),+ ("minuteday", -2.421537035855411),+ ("absorption of , after named dayintersect",+ -6.059123195581797),+ ("intersectyear (latent)", -6.059123195581797),+ ("Orthodox Easter Sundayyear (latent)", -6.059123195581797),+ ("<ordinal> <cycle> of <time>year (latent)",+ -6.059123195581797),+ ("the <day-of-month> (ordinal)in|during the <part-of-day>",+ -6.059123195581797),+ ("Mothering Sundayyear (latent)", -5.653658087473633),+ ("Boss's Dayyear (latent)", -5.653658087473633),+ ("Global Youth Service Dayyear (latent)", -6.059123195581797),+ ("Tisha B'Avyear (latent)", -6.059123195581797),+ ("Isra and Mi'rajyear (latent)", -5.1428324637076415),+ ("at <time-of-day>absorption of , after named day",+ -6.059123195581797),+ ("Christmasyear (latent)", -5.653658087473633),+ ("Naraka Chaturdashiyear (latent)", -5.653658087473633),+ ("at <time-of-day>on <date>", -4.9605109069136875),+ ("between <time-of-day> and <time-of-day> (interval)on <date>",+ -4.449685283147696),+ ("dayweek", -6.059123195581797),+ ("Easter Sundayyear (latent)", -5.365976015021851),+ ("weekyear", -4.9605109069136875),+ ("hh:mmin|during the <part-of-day>", -5.365976015021851),+ ("<cycle> after|before <time><time-of-day> am|pm",+ -5.653658087473633),+ ("Hanukkahyear (latent)", -5.365976015021851),+ ("February<time> <part-of-day>", -6.059123195581797),+ ("Tuesdayin <named-month>|year", -6.059123195581797),+ ("Great Lentyear (latent)", -6.059123195581797),+ ("tomorrowat <time-of-day>", -5.365976015021851),+ ("between <time> and <time>on <date>", -4.449685283147696),+ ("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",+ -6.059123195581797),+ ("last <cycle> of <time>year (latent)", -5.365976015021851),+ ("at <time-of-day>tomorrow", -5.653658087473633),+ ("tomorrow<time-of-day> am|pm", -6.059123195581797),+ ("<named-month> <day-of-month> (non ordinal)year (latent)",+ -6.059123195581797),+ ("Diwaliyear (latent)", -6.059123195581797),+ ("Black Fridayyear (latent)", -5.653658087473633),+ ("the <ordinal> last <cycle> of <time>year (latent)",+ -6.059123195581797),+ ("in|during the <part-of-day>at <time-of-day>",+ -6.059123195581797),+ ("Chhathyear (latent)", -5.653658087473633),+ ("Vasant Panchamiyear (latent)", -6.059123195581797),+ ("Palm Sundayintersect", -6.059123195581797),+ ("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",+ -6.059123195581797),+ ("August Bank Holidayyear (latent)", -5.365976015021851),+ ("Februaryintersect", -6.059123195581797),+ ("Simchat Torahyear (latent)", -6.059123195581797),+ ("minuteyear", -6.059123195581797)],+ n = 319},+ koData =+ ClassData{prior = -0.9788742181759229, unseen = -6.401917196727186,+ likelihoods =+ HashMap.fromList+ [("<time-of-day> - <time-of-day> (interval)on <date>",+ -4.79081953287472),+ ("hourday", -4.79081953287472),+ ("<named-month> <day-of-month> (non ordinal)July",+ -5.707110264748875),+ ("dayhour", -3.142160907287339),+ ("Tuesdayfrom|since|after <time>", -5.707110264748875),+ ("daymonth", -3.567044101252605),+ ("monthday", -5.301645156640712),+ ("monthyear", -4.454347296253507),+ ("<time-of-day> am|pmyear (latent)", -5.301645156640712),+ ("Thai Pongalyear (latent)", -5.01396308418893),+ ("intersecthh:mm", -5.707110264748875),+ ("from <datetime> - <datetime> (interval)July",+ -5.707110264748875),+ ("houryear", -4.79081953287472),+ ("from <time-of-day> - <time-of-day> (interval)July",+ -5.707110264748875),+ ("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",+ -5.01396308418893),+ ("<time-of-day> am|pmintersect", -4.454347296253507),+ ("until <time>on <date>", -5.01396308418893),+ ("Octoberyear (latent)", -5.707110264748875),+ ("July<day-of-month> (ordinal or number) <named-month>",+ -5.707110264748875),+ ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",+ -4.454347296253507),+ ("about|exactly <time-of-day>year (latent)",+ -5.707110264748875),+ ("absorption of , after named dayJuly", -5.301645156640712),+ ("from|since|after <time>July", -5.707110264748875),+ ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",+ -4.79081953287472),+ ("Clean Mondayyear (latent)", -5.707110264748875),+ ("monthhour", -5.707110264748875),+ ("hourmonth", -4.79081953287472),+ ("todayat <time-of-day>", -5.707110264748875),+ ("Bank Holidayyear (latent)", -5.01396308418893),+ ("from|since|after <time>December", -5.707110264748875),+ ("from|since|after <time><time-of-day> am|pm",+ -5.707110264748875),+ ("Mondayyear (latent)", -5.01396308418893),+ ("dayday", -5.301645156640712),+ ("dd/mmat <time-of-day>", -5.301645156640712),+ ("<time-of-day> am|pmon <date>", -4.454347296253507),+ ("Thursdaydd/mm", -5.707110264748875),+ ("dayyear", -2.662587827025453),+ ("New Year's Dayyear (latent)", -5.301645156640712),+ ("Thursdayfrom|since|after <time>", -4.00236217251045),+ ("Thursdayat <time-of-day>", -4.454347296253507),+ ("<integer> to|till|before <hour-of-day>September",+ -5.707110264748875),+ ("Aprilyear (latent)", -5.707110264748875),+ ("monthminute", -5.707110264748875),+ ("<time-of-day> am|pmtomorrow", -5.707110264748875),+ ("Thursdayhh:mm", -4.79081953287472),+ ("August<day-of-month> (ordinal or number) <named-month>",+ -5.707110264748875),+ ("minutemonth", -3.915350795520821),+ ("week-endin <named-month>|year", -5.707110264748875),+ ("Augustyear (latent)", -5.301645156640712),+ ("Thursdayfrom <datetime> - <datetime> (interval)",+ -5.301645156640712),+ ("Thursdayfrom <time-of-day> - <time-of-day> (interval)",+ -5.301645156640712),+ ("tomorrowfrom <time-of-day> - <time-of-day> (interval)",+ -5.707110264748875),+ ("dd/mm<time-of-day> - <time-of-day> (interval)",+ -5.301645156640712),+ ("Sundayyear (latent)", -5.01396308418893),+ ("Christmasat <time-of-day>", -5.707110264748875),+ ("from|since|after <time>year (latent)", -4.454347296253507),+ ("dd/mmyear (latent)", -5.707110264748875),+ ("<duration> after|before|from <time>December",+ -5.707110264748875),+ ("yesterday<time-of-day> am|pm", -5.707110264748875),+ ("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",+ -5.707110264748875),+ ("Thursday<time-of-day> - <time-of-day> (interval)",+ -5.01396308418893),+ ("<named-month> <day-of-month> (non ordinal)August",+ -5.707110264748875),+ ("at <time-of-day>intersect", -5.301645156640712),+ ("hh:mmyear (latent)", -4.608497976080766),+ ("Holiyear (latent)", -5.707110264748875),+ ("until <time><time-of-day> am|pm", -5.707110264748875),+ ("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",+ -5.707110264748875),+ ("dayminute", -3.1813816204406202),+ ("intersectSeptember", -4.203032867972602),+ ("minuteday", -2.639057329615259),+ ("absorption of , after named dayintersect",+ -5.707110264748875),+ ("Februaryin|during the <part-of-day>", -5.707110264748875),+ ("hh:mmon <date>", -3.692207244206611),+ ("Saturdayyear (latent)", -5.707110264748875),+ ("from|since|after <time>on <date>", -4.79081953287472),+ ("absorption of , after named daySeptember", -4.79081953287472),+ ("Naraka Chaturdashiyear (latent)", -5.707110264748875),+ ("on <date>September", -5.301645156640712),+ ("at <time-of-day>on <date>", -5.301645156640712),+ ("in <named-month>|yearyear (latent)", -5.707110264748875),+ ("dayweek", -5.707110264748875),+ ("Easter Sundayyear (latent)", -5.301645156640712),+ ("Thursday<time-of-day> am|pm", -5.01396308418893),+ ("weekyear", -5.301645156640712),+ ("<named-month> <day-of-month> (non ordinal)until <time>",+ -5.707110264748875),+ ("intersect by \",\", \"of\", \"from\" for yearhh:mm",+ -5.01396308418893),+ ("Sundayfrom|since|after <time>", -5.707110264748875),+ ("absorption of , after named dayFebruary", -4.79081953287472),+ ("July<integer> to|till|before <hour-of-day>",+ -5.707110264748875),+ ("tomorrowat <time-of-day>", -5.707110264748875),+ ("<integer> to|till|before <hour-of-day>July",+ -5.707110264748875),+ ("last <cycle> of <time>year (latent)", -5.301645156640712),+ ("tomorrow<time-of-day> am|pm", -5.707110264748875),+ ("<named-month> <day-of-month> (non ordinal)year (latent)",+ -5.01396308418893),+ ("Diwaliyear (latent)", -5.301645156640712),+ ("<time-of-day> - <time-of-day> (interval)July",+ -5.707110264748875),+ ("Fridayyear (latent)", -5.301645156640712),+ ("minuteyear", -4.454347296253507)],+ n = 192}}),+ ("one eleven",+ Classifier{okData =+ ClassData{prior = -1.3862943611198906,+ unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -0.2876820724517809,+ unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),+ ("after lunch/work/school",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("early morning",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("in <number> (implicit minutes)",+ Classifier{okData =+ ClassData{prior = -1.2367626271489267,+ unseen = -2.4849066497880004,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)", -0.3184537311185346),+ ("integer (0..19)", -1.2992829841302609)],+ n = 9},+ koData =+ ClassData{prior = -0.3429447511268303,+ unseen = -3.2188758248682006,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)", -0.1823215567939546),+ ("integer (0..19)", -1.791759469228055)],+ n = 22}}),+ ("<ordinal> <cycle> of <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.9444389791664407,+ likelihoods =+ HashMap.fromList+ [("daymonth", -1.791759469228055),+ ("ordinal (digits)quarter (grain)year (latent)",+ -2.1972245773362196),+ ("quarteryear", -2.1972245773362196),+ ("ordinals (first..twentieth,thirtieth,...)day (grain)October",+ -2.1972245773362196),+ ("ordinal (digits)day (grain)this|last|next <cycle>",+ -2.1972245773362196),+ ("ordinals (first..twentieth,thirtieth,...)week (grain)intersect",+ -2.1972245773362196),+ ("weekmonth", -1.791759469228055),+ ("ordinals (first..twentieth,thirtieth,...)week (grain)October",+ -2.1972245773362196)],+ n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -2.1972245773362196,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("year (grain)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.295836866004329,+ likelihoods = HashMap.fromList [("", 0.0)], n = 25},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("from <datetime> - <datetime> (interval)",+ Classifier{okData =+ ClassData{prior = -1.0116009116784799,+ unseen = -3.6375861597263857,+ likelihoods =+ HashMap.fromList+ [("minuteminute", -2.001480000210124),+ ("<day-of-month> (ordinal)<day-of-month> (ordinal)",+ -2.917770732084279),+ ("hh:mmhh:mm", -2.001480000210124),+ ("dayday", -2.512305623976115),+ ("<named-month>|<named-day> <day-of-month> (ordinal)<day-of-month> (ordinal)",+ -2.917770732084279),+ ("<time-of-day> am|pmtime-of-day (latent)", -2.917770732084279),+ ("hourhour", -2.512305623976115),+ ("<time-of-day> am|pm<time-of-day> am|pm", -2.917770732084279)],+ n = 8},+ koData =+ ClassData{prior = -0.45198512374305727,+ unseen = -3.912023005428146,+ likelihoods =+ HashMap.fromList+ [("hourday", -3.1986731175506815),+ ("dayhour", -2.793208009442517),+ ("<day-of-month> (ordinal)time-of-day (latent)",+ -3.1986731175506815),+ ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",+ -3.1986731175506815),+ ("hh:mmtime-of-day (latent)", -2.2823823856765264),+ ("minuteminute", -2.793208009442517),+ ("time-of-day (latent)time-of-day (latent)",+ -2.793208009442517),+ ("dayday", -3.1986731175506815),+ ("hourhour", -2.505525936990736),+ ("dayyear", -3.1986731175506815),+ ("minutehour", -2.2823823856765264),+ ("hh:mmintersect", -2.793208009442517),+ ("<day-of-month> (ordinal)<day-of-month> (ordinal or number) <named-month>",+ -3.1986731175506815),+ ("time-of-day (latent)<time-of-day> am|pm",+ -3.1986731175506815),+ ("time-of-day (latent)<day-of-month> (ordinal or number) <named-month>",+ -3.1986731175506815),+ ("<named-month> <day-of-month> (non ordinal)time-of-day (latent)",+ -3.1986731175506815)],+ n = 14}}),+ ("Saturday",+ Classifier{okData =+ ClassData{prior = -0.15415067982725836,+ unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6},+ koData =+ ClassData{prior = -1.9459101490553135,+ unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),+ ("the <cycle> of <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.890371757896165,+ likelihoods =+ HashMap.fromList+ [("week (grain)<named-month>|<named-day> <day-of-month> (ordinal)",+ -1.7346010553881064),+ ("weekmonth", -1.7346010553881064),+ ("week (grain)October", -1.7346010553881064),+ ("week (grain)<named-month> <day-of-month> (non ordinal)",+ -1.7346010553881064),+ ("weekday", -1.2237754316221157)],+ n = 6},+ koData =+ ClassData{prior = -infinity, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("number.number hours",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("from <time-of-day> - <time-of-day> (interval)",+ Classifier{okData =+ ClassData{prior = -0.6931471805599453,+ unseen = -3.4339872044851463,+ likelihoods =+ HashMap.fromList+ [("minuteminute", -1.6094379124341003),+ ("hh:mmhh:mm", -1.6094379124341003),+ ("<time-of-day> am|pmtime-of-day (latent)", -2.70805020110221),+ ("hourhour", -2.3025850929940455),+ ("hourminute", -2.3025850929940455),+ ("time-of-day (latent)<time-of-day> sharp|exactly",+ -2.70805020110221),+ ("time-of-day (latent)hh:mm", -2.70805020110221),+ ("<time-of-day> am|pm<time-of-day> am|pm", -2.70805020110221)],+ n = 9},+ koData =+ ClassData{prior = -0.6931471805599453,+ unseen = -3.4339872044851463,+ likelihoods =+ HashMap.fromList+ [("hh:mmtime-of-day (latent)", -1.6094379124341003),+ ("time-of-day (latent)time-of-day (latent)",+ -2.0149030205422647),+ ("hourhour", -1.791759469228055),+ ("minutehour", -1.6094379124341003),+ ("time-of-day (latent)<time-of-day> am|pm", -2.70805020110221)],+ n = 9}}),+ ("integer 21..99",+ Classifier{okData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0},+ koData =+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)integer (numeric)", -0.6931471805599453),+ ("integer (20..90)integer (0..19)", -0.6931471805599453)],+ n = 4}}),+ ("Global Youth Service Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Tisha B'Av",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Mothering Sunday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("yyyy-mm-dd",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("year (latent)",+ Classifier{okData =+ ClassData{prior = -0.15219181534192538,+ unseen = -5.017279836814924,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)", -4.0821994520255166e-2),+ ("intersect 2 numbers", -3.624340932976365)],+ n = 146},+ koData =+ ClassData{prior = -1.957744606702316, unseen = -3.367295829986474,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)", -1.1349799328389845),+ ("negative numbers", -0.6931471805599453),+ ("compose by multiplication", -1.9459101490553135)],+ n = 24}}),+ ("Bank Holiday",+ Classifier{okData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0},+ koData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),+ ("<time> for <duration>",+ Classifier{okData =+ ClassData{prior = -0.40546510810816444, unseen = -2.70805020110221,+ likelihoods =+ HashMap.fromList+ [("dayday", -1.0296194171811581),+ ("intersect<integer> <unit-of-duration>", -1.9459101490553135),+ ("<day-of-month> (ordinal or number) <named-month><integer> <unit-of-duration>",+ -1.540445040947149),+ ("from|since|after <time><integer> <unit-of-duration>",+ -1.9459101490553135)],+ n = 4},+ koData =+ ClassData{prior = -1.0986122886681098,+ unseen = -2.3978952727983707,+ likelihoods =+ HashMap.fromList+ [("monthday", -1.2039728043259361),+ ("December<integer> <unit-of-duration>", -1.2039728043259361)],+ n = 2}}),+ ("Monday",+ Classifier{okData =+ ClassData{prior = -0.3483066942682157, unseen = -2.639057329615259,+ likelihoods = HashMap.fromList [("", 0.0)], n = 12},+ koData =+ ClassData{prior = -1.2237754316221157,+ unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [("", 0.0)], n = 5}}),+ ("dd/mm/yyyy",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.1972245773362196,+ likelihoods = HashMap.fromList [("", 0.0)], n = 7},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("yesterday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [("", 0.0)], n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<ordinal> quarter <year>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)quarter (grain)year (latent)",+ -0.6931471805599453),+ ("quarteryear", -0.6931471805599453)],+ n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("hh:mm:ss",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Hanukkah",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<hour-of-day> <integer>",+ Classifier{okData =+ ClassData{prior = -0.40546510810816444,+ unseen = -2.1972245773362196,+ likelihoods =+ HashMap.fromList+ [("at <time-of-day>integer (20..90)", -1.3862943611198906),+ ("hour", -0.9808292530117262),+ ("at <time-of-day>integer (numeric)", -1.3862943611198906)],+ n = 2},+ koData =+ ClassData{prior = -1.0986122886681098,+ unseen = -1.9459101490553135,+ likelihoods =+ HashMap.fromList+ [("about|exactly <time-of-day>integer (numeric)",+ -1.0986122886681098),+ ("hour", -1.0986122886681098)],+ n = 1}}),+ ("nth <time> of <time>",+ Classifier{okData =+ ClassData{prior = -0.4700036292457356, unseen = -2.833213344056216,+ likelihoods =+ HashMap.fromList+ [("daymonth", -0.9808292530117262),+ ("ordinals (first..twentieth,thirtieth,...)Tuesdayintersect",+ -2.0794415416798357),+ ("ordinals (first..twentieth,thirtieth,...)Wednesdayintersect",+ -1.6739764335716716),+ ("ordinals (first..twentieth,thirtieth,...)TuesdayOctober",+ -1.6739764335716716)],+ n = 5},+ koData =+ ClassData{prior = -0.9808292530117262,+ unseen = -2.5649493574615367,+ likelihoods =+ HashMap.fromList+ [("daymonth", -1.0986122886681098),+ ("ordinals (first..twentieth,thirtieth,...)TuesdaySeptember",+ -1.791759469228055),+ ("ordinals (first..twentieth,thirtieth,...)WednesdayOctober",+ -1.3862943611198906)],+ n = 3}}),+ ("half a <time-grain>",+ Classifier{okData =+ ClassData{prior = -0.1823215567939546,+ unseen = -2.5649493574615367,+ likelihoods =+ HashMap.fromList+ [("hour (grain)", -0.6931471805599453),+ ("hour", -0.6931471805599453)],+ n = 5},+ koData =+ ClassData{prior = -1.791759469228055, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("hour (grain)", -0.6931471805599453),+ ("hour", -0.6931471805599453)],+ n = 1}}),+ ("Valentine's Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("April",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [("", 0.0)], n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Maha Saptami",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("end of month",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.4849066497880004,+ likelihoods = HashMap.fromList [("", 0.0)], n = 10},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("week (grain)",+ Classifier{okData =+ ClassData{prior = -3.822121282019774e-2,+ unseen = -4.3694478524670215,+ likelihoods = HashMap.fromList [("", 0.0)], n = 77},+ koData =+ ClassData{prior = -3.283414346005772, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),+ ("<part-of-day> of <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.0910424533583156,+ likelihoods =+ HashMap.fromList+ [("part of daysintersect by \",\", \"of\", \"from\", \"'s\"",+ -2.3513752571634776),+ ("part of daysintersect", -2.3513752571634776),+ ("hourday", -0.9650808960435872),+ ("part of daysthe <day-of-month> (ordinal)",+ -2.3513752571634776),+ ("part of daysthe <day-of-month> (number)",+ -2.3513752571634776),+ ("part of daysthis <time>", -2.3513752571634776),+ ("part of daysChristmas", -1.9459101490553135)],+ n = 7},+ koData =+ ClassData{prior = -infinity, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("from <time> for <duration>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("dayday", -0.6931471805599453),+ ("<day-of-month> (ordinal or number) <named-month><integer> <unit-of-duration>",+ -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("six thirty six a.m.",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)", -1.252762968495368),+ ("one twenty two", -0.8472978603872037),+ ("one eleven", -1.252762968495368)],+ n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Shrove Tuesday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("now",+ Classifier{okData =+ ClassData{prior = -0.15415067982725836,+ unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6},+ koData =+ ClassData{prior = -1.9459101490553135,+ unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),+ ("<day-of-month> (ordinal or number) of <named-month>",+ Classifier{okData =+ ClassData{prior = -0.13353139262452263,+ unseen = -3.0910424533583156,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)July", -2.3513752571634776),+ ("ordinals (first..twentieth,thirtieth,...)March",+ -2.3513752571634776),+ ("ordinal (digits)February", -2.3513752571634776),+ ("integer (numeric)February", -1.9459101490553135),+ ("month", -0.9650808960435872),+ ("ordinal (digits)March", -2.3513752571634776),+ ("integer (numeric)July", -2.3513752571634776)],+ n = 7},+ koData =+ ClassData{prior = -2.0794415416798357,+ unseen = -2.3025850929940455,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)February", -1.5040773967762742),+ ("month", -1.5040773967762742)],+ n = 1}}),+ ("this <part-of-day>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.1972245773362196,+ likelihoods =+ HashMap.fromList+ [("hour", -0.6931471805599453),+ ("part of days", -0.6931471805599453)],+ n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Kaanum Pongal",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Yom Kippur",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("powers of tens",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Friday",+ Classifier{okData =+ ClassData{prior = -0.3677247801253174,+ unseen = -2.3978952727983707,+ likelihoods = HashMap.fromList [("", 0.0)], n = 9},+ koData =+ ClassData{prior = -1.1786549963416462, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),+ ("in|during the <part-of-day>",+ Classifier{okData =+ ClassData{prior = -8.701137698962981e-2,+ unseen = -3.258096538021482,+ likelihoods =+ HashMap.fromList+ [("early morning", -2.5257286443082556),+ ("hour", -0.7339691750802004),+ ("part of days", -0.8209805520698302)],+ n = 11},+ koData =+ ClassData{prior = -2.4849066497880004, unseen = -1.791759469228055,+ likelihoods =+ HashMap.fromList+ [("hour", -0.916290731874155),+ ("part of days", -0.916290731874155)],+ n = 1}}),+ ("tomorrow",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.9444389791664407,+ likelihoods = HashMap.fromList [("", 0.0)], n = 17},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("hh(:mm) - <time-of-day> am|pm",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.70805020110221,+ likelihoods =+ HashMap.fromList+ [("time-of-day (latent)", -0.6931471805599453),+ ("hour", -0.6931471805599453)],+ n = 6},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("this|last|next <cycle>",+ Classifier{okData =+ ClassData{prior = -0.15790302944580878,+ unseen = -5.093750200806762,+ likelihoods =+ HashMap.fromList+ [("week", -1.1173044216802621),+ ("month (grain)", -2.7850112422383386),+ ("year (grain)", -2.6026896854443837),+ ("week (grain)", -1.1173044216802621),+ ("quarter", -3.4781584227982836), ("year", -2.6026896854443837),+ ("month", -2.7850112422383386),+ ("quarter (grain)", -3.4781584227982836)],+ n = 76},+ koData =+ ClassData{prior = -1.9236870122706031,+ unseen = -3.6109179126442243,+ likelihoods =+ HashMap.fromList+ [("week", -1.2809338454620642),+ ("week (grain)", -1.2809338454620642),+ ("day", -1.9740810260220096),+ ("day (grain)", -1.9740810260220096)],+ n = 13}}),+ ("Simchat Torah",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("August Bank Holiday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("New Year's Eve",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("the <ordinal> <cycle> of <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)quarter (grain)year (latent)",+ -0.6931471805599453),+ ("quarteryear", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Raksha Bandhan",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Ashura",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Palm Sunday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Eid al-Adha",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("by <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.70805020110221,+ likelihoods =+ HashMap.fromList+ [("noon|midnight|EOD|end of day", -1.9459101490553135),+ ("time-of-day (latent)", -1.9459101490553135),+ ("<time-of-day> am|pm", -1.9459101490553135),+ ("hh:mm", -1.9459101490553135), ("hour", -1.540445040947149),+ ("minute", -1.540445040947149)],+ n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("the <day-of-month> (ordinal)",+ Classifier{okData =+ ClassData{prior = -0.5108256237659907,+ unseen = -2.4849066497880004,+ likelihoods =+ HashMap.fromList+ [("ordinals (first..twentieth,thirtieth,...)",+ -1.7047480922384253),+ ("ordinal (digits)", -0.2006706954621511)],+ n = 9},+ koData =+ ClassData{prior = -0.916290731874155, unseen = -2.1972245773362196,+ likelihoods =+ HashMap.fromList+ [("ordinals (first..twentieth,thirtieth,...)",+ -0.9808292530117262),+ ("ordinal (digits)", -0.4700036292457356)],+ n = 6}}),+ ("last weekend of <named-month>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.639057329615259,+ likelihoods =+ HashMap.fromList+ [("October", -0.9555114450274363), ("July", -1.8718021769015913),+ ("month", -0.7731898882334817)],+ n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("the <day-of-month> (number)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Lag BaOmer",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("fractional number",+ Classifier{okData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0},+ koData =+ ClassData{prior = 0.0, unseen = -3.044522437723423,+ likelihoods = HashMap.fromList [("", 0.0)], n = 19}}),+ ("Sunday",+ Classifier{okData =+ ClassData{prior = -0.3364722366212129,+ unseen = -2.4849066497880004,+ likelihoods = HashMap.fromList [("", 0.0)], n = 10},+ koData =+ ClassData{prior = -1.252762968495368, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),+ ("Chinese New Year",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [("", 0.0)], n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("February",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.70805020110221,+ likelihoods = HashMap.fromList [("", 0.0)], n = 13},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("minute (grain)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.833213344056216,+ likelihoods = HashMap.fromList [("", 0.0)], n = 15},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("last|this|next <season>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("the <ordinal> quarter",+ Classifier{okData =+ ClassData{prior = -0.6931471805599453,+ unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)quarter (grain)", -0.6931471805599453),+ ("quarter", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -0.6931471805599453,+ unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)quarter (grain)", -0.6931471805599453),+ ("quarter", -0.6931471805599453)],+ n = 1}}),+ ("time-of-day (latent)",+ Classifier{okData =+ ClassData{prior = -0.635159922909596, unseen = -4.31748811353631,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)", -0.11441035117774422),+ ("integer (0..19)", -2.3581549441488563)],+ n = 71},+ koData =+ ClassData{prior = -0.7547050735593787, unseen = -4.204692619390966,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)", -7.878087785311434e-2),+ ("integer (0..19)", -3.0910424533583156),+ ("integer 21..99", -3.4965075614664802)],+ n = 63}}),+ ("beginning of year",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("last <day-of-week> of <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.3978952727983707,+ likelihoods =+ HashMap.fromList+ [("daymonth", -0.916290731874155),+ ("SundayMarch", -1.6094379124341003),+ ("MondayMarch", -1.6094379124341003),+ ("Sundayintersect", -1.6094379124341003)],+ n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<integer> <unit-of-duration>",+ Classifier{okData =+ ClassData{prior = -0.1351747783682526, unseen = -5.170483995038151,+ likelihoods =+ HashMap.fromList+ [("week", -2.5257286443082556),+ ("integer (0..19)year (grain)", -3.0853444322436783),+ ("integer (numeric)day (grain)", -2.5998366164619773),+ ("integer (0..19)second (grain) ", -3.7784916128036232),+ ("integer (0..19)hour (grain)", -3.0853444322436783),+ ("second", -3.373026504695459),+ ("integer (numeric)second (grain) ", -4.0661736852554045),+ ("integer (numeric)year (grain)", -3.373026504695459),+ ("day", -2.331572629867298), ("year", -2.5998366164619773),+ ("integer (numeric)week (grain)", -3.0853444322436783),+ ("integer (0..19)month (grain)", -3.5553480614894135),+ ("hour", -2.6798793241355137), ("month", -3.2188758248682006),+ ("integer (numeric)minute (grain)", -3.2188758248682006),+ ("integer (0..19)minute (grain)", -3.0853444322436783),+ ("integer (numeric)month (grain)", -4.0661736852554045),+ ("minute", -2.5257286443082556),+ ("integer (numeric)hour (grain)", -3.5553480614894135),+ ("integer (0..19)day (grain)", -3.5553480614894135),+ ("integer (0..19)week (grain)", -3.2188758248682006)],+ n = 76},+ koData =+ ClassData{prior = -2.068012845856213, unseen = -3.828641396489095,+ likelihoods =+ HashMap.fromList+ [("quarter", -3.1135153092103742), ("hour", -1.4087672169719492),+ ("integer (numeric)hour (grain)", -1.4087672169719492),+ ("integer (0..19)quarter (grain)", -3.1135153092103742)],+ n = 11}}),+ ("hhmm (latent)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<time-of-day> am|pm",+ Classifier{okData =+ ClassData{prior = -0.2546422183735807, unseen = -5.37989735354046,+ likelihoods =+ HashMap.fromList+ [("from|since|after <time>", -3.765840495250065),+ ("integer after|past <hour-of-day>", -3.9889840465642745),+ ("at <time-of-day>", -2.1564025828159643),+ ("<time-of-day> o'clock", -4.276666119016055),+ ("half after|past <hour-of-day>", -4.276666119016055),+ ("time-of-day (latent)", -1.7117167615545186),+ ("hhmm (latent)", -4.68213122712422),+ ("hh:mm", -2.330755969960742),+ ("quarter after|past <hour-of-day>", -4.68213122712422),+ ("until <time>", -3.9889840465642745),+ ("about|exactly <time-of-day>", -4.68213122712422),+ ("hour", -1.1856236656577395),+ ("<time-of-day> sharp|exactly", -4.68213122712422),+ ("minute", -1.791759469228055)],+ n = 100},+ koData =+ ClassData{prior = -1.492516574375198, unseen = -4.31748811353631,+ likelihoods =+ HashMap.fromList+ [("<integer> to|till|before <hour-of-day>", -3.20545280453606),+ ("from|since|after <time>", -3.20545280453606),+ ("<hour-of-day> <integer>", -3.6109179126442243),+ ("time-of-day (latent)", -1.085189268335969),+ ("hour", -1.0459685551826876), ("minute", -2.6946271807700692)],+ n = 29}}),+ ("Yom Ha'atzmaut",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("from <day-of-month> (ordinal or number) to <day-of-month> (ordinal or number) <named-month> (interval)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)ordinal (digits)July", -1.252762968495368),+ ("integer (numeric)integer (numeric)July", -1.252762968495368),+ ("month", -0.8472978603872037)],+ n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Thiru Onam",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Thai Pongal",+ Classifier{okData =+ ClassData{prior = -0.5596157879354228, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -0.8472978603872037,+ unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),+ ("Vijayadashami",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Thanksgiving Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.5649493574615367,+ likelihoods = HashMap.fromList [("", 0.0)], n = 11},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("part of <named-month>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.1972245773362196,+ likelihoods =+ HashMap.fromList+ [("March", -0.6931471805599453), ("month", -0.6931471805599453)],+ n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Guy Fawkes Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("a <unit-of-duration>",+ Classifier{okData =+ ClassData{prior = -0.5306282510621704,+ unseen = -3.5553480614894135,+ likelihoods =+ HashMap.fromList+ [("week", -2.1400661634962708),+ ("year (grain)", -2.4277482359480516),+ ("second", -2.833213344056216),+ ("week (grain)", -2.1400661634962708),+ ("day", -2.1400661634962708),+ ("minute (grain)", -2.833213344056216),+ ("year", -2.4277482359480516),+ ("second (grain) ", -2.833213344056216),+ ("minute", -2.833213344056216),+ ("day (grain)", -2.1400661634962708)],+ n = 10},+ koData =+ ClassData{prior = -0.8873031950009028, unseen = -3.367295829986474,+ likelihoods =+ HashMap.fromList+ [("hour (grain)", -1.7227665977411035),+ ("quarter", -1.9459101490553135), ("hour", -1.7227665977411035),+ ("quarter (grain)", -1.9459101490553135)],+ n = 7}}),+ ("at the beginning|end of <year>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.3978952727983707,+ likelihoods =+ HashMap.fromList+ [("year (latent)", -0.6931471805599453),+ ("year", -0.6931471805599453)],+ n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Dhanteras",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Tu BiShvat",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Whit Monday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("hh:mm",+ Classifier{okData =+ ClassData{prior = -4.255961441879589e-2,+ unseen = -4.2626798770413155,+ likelihoods = HashMap.fromList [("", 0.0)], n = 69},+ koData =+ ClassData{prior = -3.1780538303479458,+ unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),+ ("Holi",+ Classifier{okData =+ ClassData{prior = -0.2876820724517809,+ unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -1.3862943611198906,+ unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),+ ("Rosh Hashanah",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<integer> <named-day> ago|back",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)Thursday", -0.6931471805599453),+ ("day", -0.6931471805599453)],+ n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Holika Dahan",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("quarter of an hour",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("second (grain) ",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("ordinals (first..twentieth,thirtieth,...)",+ Classifier{okData =+ ClassData{prior = -5.406722127027582e-2,+ unseen = -2.995732273553991,+ likelihoods = HashMap.fromList [("", 0.0)], n = 18},+ koData =+ ClassData{prior = -2.9444389791664407,+ unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),+ ("Mawlid",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Jumu'atul-Wida",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("quarter after|past <hour-of-day>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("time-of-day (latent)", -0.6931471805599453),+ ("hour", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("until <time>",+ Classifier{okData =+ ClassData{prior = -1.1786549963416462, unseen = -3.295836866004329,+ likelihoods =+ HashMap.fromList+ [("year (latent)", -2.159484249353372),+ ("time-of-day (latent)", -2.5649493574615367),+ ("year", -2.159484249353372),+ ("<time-of-day> am|pm", -1.8718021769015913),+ ("hh:mm", -2.159484249353372), ("hour", -2.159484249353372),+ ("minute", -1.6486586255873816)],+ n = 8},+ koData =+ ClassData{prior = -0.3677247801253174,+ unseen = -3.8501476017100584,+ likelihoods =+ HashMap.fromList+ [("intersect", -2.2192034840549946),+ ("yesterday", -2.7300291078209855),+ ("day", -2.7300291078209855),+ ("time-of-day (latent)", -1.6314168191528755),+ ("hh:mm", -2.2192034840549946), ("hour", -1.5260563034950494),+ ("minute", -1.749199854809259)],+ n = 18}}),+ ("the <cycle> after|before <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods =+ HashMap.fromList+ [("day (grain)tomorrow", -1.252762968495368),+ ("dayday", -0.8472978603872037),+ ("day (grain)yesterday", -1.252762968495368)],+ n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("about|exactly <time-of-day>",+ Classifier{okData =+ ClassData{prior = -0.15415067982725836,+ unseen = -3.6109179126442243,+ likelihoods =+ HashMap.fromList+ [("week", -1.791759469228055),+ ("hh(:mm) - <time-of-day> am|pm", -2.890371757896165),+ ("this|last|next <cycle>", -1.791759469228055),+ ("day", -2.4849066497880004),+ ("time-of-day (latent)", -2.890371757896165),+ ("hhmm (latent)", -2.4849066497880004),+ ("<time-of-day> am|pm", -2.890371757896165),+ ("hour", -2.1972245773362196),+ ("next <time>", -2.890371757896165),+ ("this|next <day-of-week>", -2.890371757896165),+ ("minute", -2.4849066497880004)],+ n = 12},+ koData =+ ClassData{prior = -1.9459101490553135, unseen = -2.833213344056216,+ likelihoods =+ HashMap.fromList+ [("dd/mm", -2.0794415416798357), ("day", -2.0794415416798357),+ ("time-of-day (latent)", -2.0794415416798357),+ ("hour", -2.0794415416798357)],+ n = 2}}),+ ("Sukkot",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<day> in <duration>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.4849066497880004,+ likelihoods =+ HashMap.fromList+ [("monthyear", -1.2992829841302609),+ ("Marcha <unit-of-duration>", -1.7047480922384253),+ ("March<integer> <unit-of-duration>", -1.7047480922384253),+ ("Vijayadashami<integer> <unit-of-duration>",+ -1.7047480922384253),+ ("dayyear", -1.7047480922384253)],+ n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("World Vegan Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("intersect by \",\", \"of\", \"from\", \"'s\"",+ Classifier{okData =+ ClassData{prior = -0.5389965007326869, unseen = -4.948759890378168,+ likelihoods =+ HashMap.fromList+ [("Wednesday<named-month> <day-of-month> (non ordinal)",+ -4.248495242049359),+ ("dayhour", -3.8430301339411947),+ ("daymonth", -2.995732273553991),+ ("<named-month> <day-of-month> (non ordinal)Friday",+ -4.248495242049359),+ ("Friday<named-month> <day-of-month> (non ordinal)",+ -3.5553480614894135),+ ("Wednesdayintersect", -4.248495242049359),+ ("Black Fridaythis|last|next <cycle>", -4.248495242049359),+ ("<part-of-day> of <time>February", -4.248495242049359),+ ("Saturday<time-of-day> am|pm", -4.248495242049359),+ ("Martin Luther King's Daythis|last|next <cycle>",+ -3.8430301339411947),+ ("on <date><time-of-day> am|pm", -4.248495242049359),+ ("hourmonth", -4.248495242049359),+ ("Fridayintersect by \",\", \"of\", \"from\" for year",+ -4.248495242049359),+ ("dayday", -2.3766930651477676),+ ("the <day-of-month> (ordinal)February", -3.8430301339411947),+ ("WednesdayOctober", -4.248495242049359),+ ("Wednesdaythis|last|next <cycle>", -3.8430301339411947),+ ("intersect<named-month> <day-of-month> (non ordinal)",+ -3.332204510175204),+ ("dayyear", -3.332204510175204),+ ("Saturday<named-month> <day-of-month> (non ordinal)",+ -4.248495242049359),+ ("Thursdayhh:mm", -3.8430301339411947),+ ("Thanksgiving Daythis|last|next <cycle>", -4.248495242049359),+ ("on <date><named-month> <day-of-month> (non ordinal)",+ -3.8430301339411947),+ ("TuesdayOctober", -4.248495242049359),+ ("the <day-of-month> (ordinal)March", -4.248495242049359),+ ("Mondaythis|last|next <cycle>", -4.248495242049359),+ ("Fridayintersect", -4.248495242049359),+ ("Thursday<datetime> - <datetime> (interval)",+ -3.8430301339411947),+ ("Thursday<time-of-day> - <time-of-day> (interval)",+ -3.8430301339411947),+ ("Tuesdaythis|last|next <cycle>", -4.248495242049359),+ ("Sunday<named-month> <day-of-month> (non ordinal)",+ -4.248495242049359),+ ("dayminute", -2.8622008809294686),+ ("minuteday", -3.332204510175204),+ ("this|last|next <cycle>Sunday", -4.248495242049359),+ ("Sundaythis|last|next <cycle>", -4.248495242049359),+ ("weekday", -4.248495242049359),+ ("dayweek", -3.1498829533812494),+ ("Monday<named-month> <day-of-month> (non ordinal)",+ -3.8430301339411947)],+ n = 42},+ koData =+ ClassData{prior = -0.8754687373538999, unseen = -4.762173934797756,+ likelihoods =+ HashMap.fromList+ [("week-endJuly", -4.060443010546419),+ ("week-endOctober", -3.367295829986474),+ ("daymonth", -1.8632184332102),+ ("TuesdaySeptember", -4.060443010546419),+ ("Wednesdayintersect", -4.060443010546419),+ ("hourmonth", -2.9618307218783095),+ ("Fridaythis|last|next <cycle>", -4.060443010546419),+ ("SundayFebruary", -4.060443010546419),+ ("WednesdayOctober", -4.060443010546419),+ ("week-endintersect", -4.060443010546419),+ ("dayyear", -4.060443010546419),+ ("FridayJuly", -3.654977902438255),+ ("FridaySeptember", -4.060443010546419),+ ("WednesdayFebruary", -4.060443010546419),+ ("minutemonth", -3.144152278672264),+ ("SundayMarch", -4.060443010546419),+ ("MondayFebruary", -3.654977902438255),+ ("Fridayintersect", -4.060443010546419),+ ("Thursday<time-of-day> - <time-of-day> (interval)",+ -3.654977902438255),+ ("dayminute", -3.367295829986474),+ ("SaturdaySeptember", -4.060443010546419),+ ("intersectSeptember", -3.144152278672264),+ ("MondayMarch", -4.060443010546419),+ ("on <date>September", -3.654977902438255),+ ("Tuesdayintersect", -4.060443010546419),+ ("Sundayintersect", -4.060443010546419)],+ n = 30}}),+ ("last <time>",+ Classifier{okData =+ ClassData{prior = -0.5306282510621704,+ unseen = -3.4965075614664802,+ likelihoods =+ HashMap.fromList+ [("Father's Day", -2.772588722239781),+ ("Martin Luther King's Day", -2.772588722239781),+ ("Mothering Sunday", -2.772588722239781),+ ("day", -1.1631508098056809), ("Sunday", -2.772588722239781),+ ("Chinese New Year", -2.367123614131617),+ ("Thanksgiving Day", -2.772588722239781),+ ("Easter Sunday", -2.772588722239781),+ ("hour", -2.772588722239781), ("Tuesday", -2.772588722239781),+ ("week-end", -2.772588722239781)],+ n = 10},+ koData =+ ClassData{prior = -0.8873031950009028, unseen = -3.295836866004329,+ likelihoods =+ HashMap.fromList+ [("Monday", -2.5649493574615367), ("day", -2.159484249353372),+ ("Sunday", -2.5649493574615367), ("hour", -1.466337068793427),+ ("week-end", -1.466337068793427)],+ n = 7}}),+ ("March",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.044522437723423,+ likelihoods = HashMap.fromList [("", 0.0)], n = 19},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<named-month>|<named-day> <day-of-month> (ordinal)",+ Classifier{okData =+ ClassData{prior = -0.2231435513142097, unseen = -3.258096538021482,+ likelihoods =+ HashMap.fromList+ [("Octoberordinal (digits)", -2.120263536200091),+ ("Thursdayordinal (digits)", -2.5257286443082556),+ ("day", -2.120263536200091),+ ("Augustordinal (digits)", -2.5257286443082556),+ ("Marchordinals (first..twentieth,thirtieth,...)",+ -2.120263536200091),+ ("Tuesdayordinal (digits)", -2.5257286443082556),+ ("month", -1.2729656758128873),+ ("Marchordinal (digits)", -2.5257286443082556)],+ n = 8},+ koData =+ ClassData{prior = -1.6094379124341003, unseen = -2.639057329615259,+ likelihoods =+ HashMap.fromList+ [("from|since|after <time>ordinal (digits)",+ -1.8718021769015913),+ ("Augustordinal (digits)", -1.8718021769015913),+ ("month", -1.466337068793427)],+ n = 2}}),+ ("Clean Monday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<day-of-month> (ordinal)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("ordinal (digits)", 0.0)], n = 6},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Easter Sunday",+ Classifier{okData =+ ClassData{prior = -0.2876820724517809,+ unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6},+ koData =+ ClassData{prior = -1.3862943611198906,+ unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),+ ("Christmas",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.4849066497880004,+ likelihoods = HashMap.fromList [("", 0.0)], n = 10},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("dd.mm.yyyy",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Isra and Mi'raj",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<duration> after|before|from <time>",+ Classifier{okData =+ ClassData{prior = -0.3184537311185346,+ unseen = -3.5263605246161616,+ likelihoods =+ HashMap.fromList+ [("a <unit-of-duration>now", -2.803360380906535),+ ("a <unit-of-duration>Christmas", -2.803360380906535),+ ("dayday", -2.803360380906535),+ ("<integer> <unit-of-duration>today", -2.803360380906535),+ ("daysecond", -2.803360380906535),+ ("a <unit-of-duration>right now", -2.803360380906535),+ ("minutenograin", -2.803360380906535),+ ("<integer> <unit-of-duration>Christmas", -2.803360380906535),+ ("<integer> <unit-of-duration>Easter Sunday",+ -2.803360380906535),+ ("secondnograin", -2.803360380906535),+ ("yearday", -2.1102132003465894),+ ("daynograin", -2.803360380906535),+ ("<integer> <unit-of-duration>now", -2.3978952727983707)],+ n = 8},+ koData =+ ClassData{prior = -1.2992829841302609,+ unseen = -3.1780538303479458,+ likelihoods =+ HashMap.fromList+ [("dayhour", -2.4423470353692043),+ ("<integer> <unit-of-duration><day-of-month> (ordinal)",+ -2.4423470353692043),+ ("dayday", -2.03688192726104),+ ("<integer> <unit-of-duration>time-of-day (latent)",+ -2.4423470353692043),+ ("<integer> <unit-of-duration><day-of-month> (ordinal or number) <named-month>",+ -2.4423470353692043)],+ n = 3}}),+ ("<day-of-month> (ordinal or number) of <month>",+ Classifier{okData =+ ClassData{prior = -8.004270767353637e-2,+ unseen = -3.5263605246161616,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)July", -2.803360380906535),+ ("ordinals (first..twentieth,thirtieth,...)March",+ -2.803360380906535),+ ("ordinal (digits)this|last|next <cycle>", -2.1102132003465894),+ ("integer (numeric)this|last|next <cycle>",+ -2.3978952727983707),+ ("ordinal (digits)February", -2.803360380906535),+ ("integer (numeric)February", -2.3978952727983707),+ ("month", -0.9315582040049435),+ ("ordinal (digits)March", -2.803360380906535),+ ("integer (numeric)July", -2.803360380906535)],+ n = 12},+ koData =+ ClassData{prior = -2.5649493574615367,+ unseen = -2.4849066497880004,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)February", -1.7047480922384253),+ ("month", -1.7047480922384253)],+ n = 1}}),+ ("decimal number",+ Classifier{okData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0},+ koData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),+ ("Naraka Chaturdashi",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("beginning of month",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("next <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.5263605246161616,+ likelihoods =+ HashMap.fromList+ [("Martin Luther King's Day", -2.803360380906535),+ ("Halloween", -2.803360380906535),+ ("Wednesday", -2.803360380906535),+ ("Boss's Day", -2.803360380906535),+ ("Mothering Sunday", -2.803360380906535),+ ("Monday", -2.803360380906535), ("day", -1.0986122886681098),+ ("Thanksgiving Day", -2.803360380906535),+ ("March", -2.803360380906535), ("month", -2.803360380906535),+ ("Tuesday", -2.1102132003465894)],+ n = 11},+ koData =+ ClassData{prior = -infinity, unseen = -2.4849066497880004,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<time-of-day> sharp|exactly",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.890371757896165,+ likelihoods =+ HashMap.fromList+ [("at <time-of-day>", -2.1400661634962708),+ ("time-of-day (latent)", -2.1400661634962708),+ ("hhmm (latent)", -2.1400661634962708),+ ("<time-of-day> am|pm", -2.1400661634962708),+ ("hh:mm", -2.1400661634962708), ("hour", -1.7346010553881064),+ ("minute", -1.4469189829363254)],+ n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("in <named-month>|year",+ Classifier{okData =+ ClassData{prior = -0.2719337154836418,+ unseen = -3.6635616461296463,+ likelihoods =+ HashMap.fromList+ [("<year> (bc|ad)", -1.845826690498331),+ ("October", -2.9444389791664407),+ ("year (latent)", -1.3350010667323402),+ ("year", -0.9295359586241757), ("March", -2.9444389791664407),+ ("month", -2.538973871058276)],+ n = 16},+ koData =+ ClassData{prior = -1.4350845252893227, unseen = -2.833213344056216,+ likelihoods =+ HashMap.fromList+ [("October", -1.6739764335716716),+ ("year (latent)", -1.3862943611198906),+ ("year", -1.3862943611198906), ("month", -1.6739764335716716)],+ n = 5}}),+ ("Islamic New Year",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Lent",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("negative numbers",+ Classifier{okData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0},+ koData =+ ClassData{prior = 0.0, unseen = -3.332204510175204,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)", -7.696104113612832e-2),+ ("integer (0..19)", -2.6026896854443837)],+ n = 25}}),+ ("about|exactly <duration>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("half a <time-grain>", -0.6931471805599453),+ ("minute", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<time> before last|after next",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.639057329615259,+ likelihoods =+ HashMap.fromList+ [("Wednesday", -1.8718021769015913),+ ("Friday", -1.466337068793427), ("day", -1.1786549963416462),+ ("March", -1.8718021769015913), ("month", -1.8718021769015913)],+ n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("by the end of <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("this|last|next <cycle>", -0.6931471805599453),+ ("month", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("half an hour (abbrev).",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("hhmm (military) am|pm",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<datetime> - <datetime> (interval)",+ Classifier{okData =+ ClassData{prior = -0.5596157879354228, unseen = -4.127134385045092,+ likelihoods =+ HashMap.fromList+ [("intersecthh:mm", -3.012261575505202),+ ("from|since|after <time>hh:mm", -2.501435951739211),+ ("minuteminute", -1.2776605201170952),+ ("hh:mmhh:mm", -1.9136492868370918),+ ("dayday", -3.012261575505202),+ ("hourhour", -3.012261575505202),+ ("<named-month> <day-of-month> (non ordinal)<named-month> <day-of-month> (non ordinal)",+ -3.012261575505202),+ ("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",+ -3.012261575505202),+ ("<time-of-day> am|pm<time-of-day> am|pm", -3.012261575505202)],+ n = 20},+ koData =+ ClassData{prior = -0.8472978603872037, unseen = -3.951243718581427,+ likelihoods =+ HashMap.fromList+ [("hourday", -3.2386784521643803),+ ("<named-month> <day-of-month> (non ordinal)July",+ -3.2386784521643803),+ ("daymonth", -2.833213344056216),+ ("<time-of-day> am|pmintersect", -3.2386784521643803),+ ("hh:mm<time-of-day> am|pm", -2.833213344056216),+ ("minuteminute", -1.9859154836690123),+ ("from|since|after <time><time-of-day> am|pm",+ -3.2386784521643803),+ ("dayday", -3.2386784521643803),+ ("from|since|after <time><day-of-month> (ordinal or number) <named-month>",+ -2.833213344056216),+ ("hourhour", -2.5455312716044354),+ ("minutehour", -2.833213344056216),+ ("hh:mmintersect", -2.322387720290225),+ ("<named-month> <day-of-month> (non ordinal)August",+ -3.2386784521643803),+ ("about|exactly <time-of-day><time-of-day> am|pm",+ -3.2386784521643803),+ ("from|since|after <time>intersect", -2.833213344056216)],+ n = 15}}),+ ("Tuesday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.639057329615259,+ likelihoods = HashMap.fromList [("", 0.0)], n = 12},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("New Year's Day",+ Classifier{okData =+ ClassData{prior = -1.6094379124341003,+ unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -0.2231435513142097,+ unseen = -2.3025850929940455,+ likelihoods = HashMap.fromList [("", 0.0)], n = 8}}),+ ("fortnight",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<integer> and an half hour",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Laylat al-Qadr",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Boghi",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("at the beginning|end of <named-month>",+ Classifier{okData =+ ClassData{prior = -0.2231435513142097,+ unseen = -2.5649493574615367,+ likelihoods =+ HashMap.fromList+ [("January", -1.3862943611198906),+ ("April", -1.3862943611198906), ("month", -0.8754687373538999)],+ n = 4},+ koData =+ ClassData{prior = -1.6094379124341003,+ unseen = -1.9459101490553135,+ likelihoods =+ HashMap.fromList+ [("October", -1.0986122886681098),+ ("month", -1.0986122886681098)],+ n = 1}}),+ ("<time-of-day> - <time-of-day> (interval)",+ Classifier{okData =+ ClassData{prior = -1.0296194171811581, unseen = -4.110873864173311,+ likelihoods =+ HashMap.fromList+ [("from|since|after <time>hh:mm", -2.4849066497880004),+ ("minuteminute", -1.529395204760564),+ ("from|since|after <time><time-of-day> am|pm",+ -3.4011973816621555),+ ("hh:mmhh:mm", -1.8971199848858813),+ ("<time-of-day> am|pmtime-of-day (latent)", -2.70805020110221),+ ("hourhour", -1.8971199848858813),+ ("from|since|after <time>time-of-day (latent)",+ -3.4011973816621555),+ ("<time-of-day> am|pm<time-of-day> am|pm", -2.70805020110221)],+ n = 20},+ koData =+ ClassData{prior = -0.4418327522790392, unseen = -4.532599493153256,+ likelihoods =+ HashMap.fromList+ [("about|exactly <time-of-day>time-of-day (latent)",+ -3.828641396489095),+ ("until <time>time-of-day (latent)", -2.575878427993727),+ ("hh:mmtime-of-day (latent)", -2.12389330425067),+ ("hh:mm<time-of-day> am|pm", -3.4231762883809305),+ ("from|since|after <time><time-of-day> am|pm",+ -3.828641396489095),+ ("<time-of-day> am|pmtime-of-day (latent)", -3.828641396489095),+ ("at <time-of-day><time-of-day> am|pm", -3.828641396489095),+ ("hourhour", -1.6314168191528755),+ ("from|since|after <time><integer> to|till|before <hour-of-day>",+ -3.828641396489095),+ ("hourminute", -3.828641396489095),+ ("minutehour", -1.5773495978825998),+ ("until <time><time-of-day> am|pm", -3.4231762883809305),+ ("about|exactly <time-of-day><time-of-day> am|pm",+ -3.828641396489095),+ ("from|since|after <time>time-of-day (latent)",+ -2.575878427993727),+ ("at <time-of-day>time-of-day (latent)", -3.4231762883809305),+ ("<integer> to|till|before <hour-of-day>time-of-day (latent)",+ -3.4231762883809305)],+ n = 36}}),+ ("military spelled out numbers am|pm",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods =+ HashMap.fromList [("integer (0..19)integer (20..90)", 0.0)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("winter",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("nth <time> after <time>",+ Classifier{okData =+ ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,+ likelihoods =+ HashMap.fromList+ [("dayday", -0.916290731874155),+ ("ordinals (first..twentieth,thirtieth,...)Tuesdayintersect",+ -0.916290731874155)],+ n = 1},+ koData =+ ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,+ likelihoods =+ HashMap.fromList+ [("dayday", -0.916290731874155),+ ("ordinals (first..twentieth,thirtieth,...)TuesdayChristmas",+ -0.916290731874155)],+ n = 1}}),+ ("<named-month> <day-of-month> (non ordinal)",+ Classifier{okData =+ ClassData{prior = -0.42121346507630353,+ unseen = -3.951243718581427,+ likelihoods =+ HashMap.fromList+ [("Augustinteger (numeric)", -2.5455312716044354),+ ("Marchinteger (numeric)", -2.833213344056216),+ ("Aprilinteger (numeric)", -3.2386784521643803),+ ("month", -0.8407831793660099),+ ("Februaryinteger (numeric)", -1.9859154836690123),+ ("Septemberinteger (numeric)", -2.833213344056216),+ ("Octoberinteger (numeric)", -2.833213344056216),+ ("Julyinteger (numeric)", -2.1400661634962708)],+ n = 21},+ koData =+ ClassData{prior = -1.067840630001356, unseen = -3.4657359027997265,+ likelihoods =+ HashMap.fromList+ [("Augustinteger (numeric)", -2.3353749158170367),+ ("Marchinteger (numeric)", -2.740840023925201),+ ("Aprilinteger (numeric)", -2.740840023925201),+ ("month", -0.9490805546971459),+ ("from|since|after <time>integer (numeric)",+ -2.3353749158170367),+ ("Julyinteger (numeric)", -1.6422277352570913)],+ n = 11}}),+ ("Diwali",+ Classifier{okData =+ ClassData{prior = -0.2876820724517809,+ unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -1.3862943611198906,+ unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),+ ("last night",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("this|next <day-of-week>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.995732273553991,+ likelihoods =+ HashMap.fromList+ [("Thursday", -2.2512917986064953),+ ("Wednesday", -2.2512917986064953),+ ("Monday", -1.845826690498331), ("day", -0.8649974374866046),+ ("Tuesday", -1.55814461804655)],+ n = 7},+ koData =+ ClassData{prior = -infinity, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("ordinal (digits)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.784189633918261,+ likelihoods = HashMap.fromList [("", 0.0)], n = 42},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("quarter (grain)",+ Classifier{okData =+ ClassData{prior = -0.2876820724517809, unseen = -2.639057329615259,+ likelihoods = HashMap.fromList [("", 0.0)], n = 12},+ koData =+ ClassData{prior = -1.3862943611198906, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),+ ("last <cycle> of <time>",+ Classifier{okData =+ ClassData{prior = -0.916290731874155, unseen = -3.1354942159291497,+ likelihoods =+ HashMap.fromList+ [("day (grain)October", -1.9924301646902063),+ ("daymonth", -1.4816045409242156),+ ("day (grain)intersect", -1.9924301646902063),+ ("weekmonth", -1.9924301646902063),+ ("week (grain)intersect", -2.3978952727983707),+ ("week (grain)September", -2.3978952727983707)],+ n = 6},+ koData =+ ClassData{prior = -0.5108256237659907, unseen = -3.367295829986474,+ likelihoods =+ HashMap.fromList+ [("daymonth", -2.2335922215070942),+ ("day (grain)May", -2.2335922215070942),+ ("week (grain)year (latent)", -1.9459101490553135),+ ("weekmonth", -1.7227665977411035),+ ("week (grain)October", -2.2335922215070942),+ ("weekyear", -1.9459101490553135),+ ("week (grain)intersect", -2.2335922215070942)],+ n = 9}}),+ ("Chhath",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Vasant Panchami",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<day-of-month>(ordinal) <named-month> year",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)April", -0.6931471805599453),+ ("month", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("the <ordinal> last <cycle> of <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.9444389791664407,+ likelihoods =+ HashMap.fromList+ [("ordinals (first..twentieth,thirtieth,...)week (grain)year (latent)",+ -2.1972245773362196),+ ("daymonth", -2.1972245773362196),+ ("ordinal (digits)day (grain)May", -2.1972245773362196),+ ("ordinals (first..twentieth,thirtieth,...)week (grain)intersect",+ -2.1972245773362196),+ ("weekmonth", -1.791759469228055),+ ("ordinal (digits)week (grain)year (latent)",+ -2.1972245773362196),+ ("weekyear", -1.791759469228055),+ ("ordinals (first..twentieth,thirtieth,...)week (grain)October",+ -2.1972245773362196)],+ n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -2.1972245773362196,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Black Friday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("week-end",+ Classifier{okData =+ ClassData{prior = -1.252762968495368, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -0.3364722366212129,+ unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [("", 0.0)], n = 5}}),+ ("Great Lent",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Maundy Thursday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("day (grain)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.4339872044851463,+ likelihoods = HashMap.fromList [("", 0.0)], n = 29},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("right now",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("for <duration> from <time>",+ Classifier{okData =+ ClassData{prior = -0.40546510810816444,+ unseen = -2.3025850929940455,+ likelihoods =+ HashMap.fromList+ [("<integer> <unit-of-duration><day-of-month> (ordinal)",+ -1.5040773967762742),+ ("dayday", -1.0986122886681098),+ ("<integer> <unit-of-duration><day-of-month> (ordinal or number) <named-month>",+ -1.5040773967762742)],+ n = 2},+ koData =+ ClassData{prior = -1.0986122886681098,+ unseen = -2.0794415416798357,+ likelihoods =+ HashMap.fromList+ [("dayhour", -1.252762968495368),+ ("<integer> <unit-of-duration>time-of-day (latent)",+ -1.252762968495368)],+ n = 1}}),+ ("compose by multiplication",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList [("integer (0..19)powers of tens", 0.0)],+ n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("end of year",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.4849066497880004,+ likelihoods = HashMap.fromList [("", 0.0)], n = 10},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("between <time> and <time>",+ Classifier{okData =+ ClassData{prior = -1.0986122886681098,+ unseen = -3.1780538303479458,+ likelihoods =+ HashMap.fromList+ [("minuteminute", -0.832909122935104),+ ("hh:mmhh:mm", -0.832909122935104)],+ n = 9},+ koData =+ ClassData{prior = -0.40546510810816444,+ unseen = -3.7376696182833684,+ likelihoods =+ HashMap.fromList+ [("hh:mmtime-of-day (latent)", -1.410986973710262),+ ("minuteminute", -1.410986973710262),+ ("minutehour", -1.410986973710262),+ ("hh:mmintersect", -1.410986973710262)],+ n = 18}}),+ ("<month> dd-dd (interval)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.4657359027997265,+ likelihoods =+ HashMap.fromList+ [("from|since|after <time>integer (numeric)integer (numeric)",+ -2.740840023925201),+ ("from|since|after <time>ordinal (digits)ordinal (digits)",+ -2.740840023925201),+ ("Julyinteger (numeric)integer (numeric)", -1.6422277352570913),+ ("Augustordinal (digits)integer (numeric)",+ -2.3353749158170367),+ ("from|since|after <time>ordinal (digits)integer (numeric)",+ -2.740840023925201),+ ("month", -0.8690378470236094),+ ("Augustordinal (digits)ordinal (digits)",+ -2.3353749158170367)],+ n = 12},+ koData =+ ClassData{prior = -infinity, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("intersect by \",\", \"of\", \"from\" for year",+ Classifier{okData =+ ClassData{prior = -0.11778303565638351,+ unseen = -3.2188758248682006,+ likelihoods =+ HashMap.fromList+ [("Black Fridaythis|last|next <cycle>", -2.4849066497880004),+ ("Martin Luther King's Daythis|last|next <cycle>",+ -2.0794415416798357),+ ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",+ -2.4849066497880004),+ ("dayyear", -0.9808292530117262),+ ("Thanksgiving Daythis|last|next <cycle>", -2.4849066497880004),+ ("intersectyear (latent)", -2.4849066497880004),+ ("<named-month> <day-of-month> (non ordinal)year (latent)",+ -2.0794415416798357)],+ n = 8},+ koData =+ ClassData{prior = -2.1972245773362196,+ unseen = -2.3978952727983707,+ likelihoods =+ HashMap.fromList+ [("Fridaythis|last|next <cycle>", -1.6094379124341003),+ ("dayyear", -1.6094379124341003)],+ n = 1}}),+ ("part of days",+ Classifier{okData =+ ClassData{prior = -6.899287148695143e-2,+ unseen = -3.4011973816621555,+ likelihoods = HashMap.fromList [("", 0.0)], n = 28},+ koData =+ ClassData{prior = -2.70805020110221, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2}}), ("at the beginning|end of <week>", Classifier{okData = ClassData{prior = 0.0, unseen = -4.330733340286331,
Duckling/Ranking/Classifiers/EN_US.hs view
@@ -67,2994 +67,3257 @@ likelihoods = HashMap.fromList [], n = 0}}), ("Thursday", Classifier{okData =- ClassData{prior = -9.53101798043249e-2,- unseen = -3.4657359027997265,- likelihoods = HashMap.fromList [("", 0.0)], n = 30},- koData =- ClassData{prior = -2.3978952727983707,- unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),- ("integer (numeric)",- Classifier{okData =- ClassData{prior = -0.6239027683849615, unseen = -5.655991810819852,- likelihoods = HashMap.fromList [("", 0.0)], n = 284},- koData =- ClassData{prior = -0.7675454706138047,- unseen = -5.5134287461649825,- likelihoods = HashMap.fromList [("", 0.0)], n = 246}}),- ("<duration> hence|ago",- Classifier{okData =- ClassData{prior = -5.406722127027582e-2,- unseen = -3.784189633918261,- likelihoods =- HashMap.fromList- [("week", -1.563975538357343), ("day", -1.8152899666382492),- ("year", -2.662587827025453),- ("<integer> <unit-of-duration>", -1.0531499145913523),- ("a <unit-of-duration>", -2.662587827025453),- ("month", -2.662587827025453),- ("fortnight", -2.662587827025453)],- n = 18},- koData =- ClassData{prior = -2.9444389791664407,- unseen = -2.3025850929940455,- likelihoods =- HashMap.fromList- [("year", -1.5040773967762742),- ("<integer> <unit-of-duration>", -1.5040773967762742)],- n = 1}}),- ("noon|midnight|EOD|end of day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.9459101490553135,- likelihoods = HashMap.fromList [("", 0.0)], n = 5},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("quarter to|till|before <hour-of-day>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList- [("noon|midnight|EOD|end of day", -0.6931471805599453),- ("hour", -0.6931471805599453)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("Father's Day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<cycle> after|before <time>",- Classifier{okData =- ClassData{prior = -0.6931471805599453, unseen = -2.833213344056216,- likelihoods =- HashMap.fromList- [("day (grain)tomorrow", -1.6739764335716716),- ("dayday", -1.1631508098056809),- ("day (grain)yesterday", -1.6739764335716716)],- n = 4},- koData =- ClassData{prior = -0.6931471805599453, unseen = -2.833213344056216,- likelihoods =- HashMap.fromList- [("dayhour", -1.6739764335716716),- ("year (grain)Christmas", -2.0794415416798357),- ("dayday", -2.0794415416798357),- ("day (grain)intersect", -1.6739764335716716),- ("day (grain)Easter Sunday", -2.0794415416798357),- ("yearday", -2.0794415416798357)],- n = 4}}),- ("Easter Monday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Navaratri",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Martin Luther King's Day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.3025850929940455,- likelihoods = HashMap.fromList [("", 0.0)], n = 8},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("integer (20..90)",- Classifier{okData =- ClassData{prior = -0.6931471805599453,- unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -0.6931471805599453,- unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),- ("Shemini Atzeret",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Ramadan",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Lazarus Saturday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("intersect 2 numbers",- Classifier{okData =- ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,- likelihoods =- HashMap.fromList- [("compose by multiplicationinteger (0..19)",- -0.2231435513142097)],- n = 3},- koData =- ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,- likelihoods =- HashMap.fromList- [("powers of tensinteger (0..19)", -0.2231435513142097)],- n = 3}}),- ("mm/yyyy",- Classifier{okData =- ClassData{prior = -0.6931471805599453,- unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -0.6931471805599453,- unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),- ("integer after|past <hour-of-day>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.3025850929940455,- likelihoods =- HashMap.fromList- [("hour", -0.8109302162163288),- ("integer (numeric)time-of-day (latent)", -1.0986122886681098),- ("integer (20..90)time-of-day (latent)", -1.5040773967762742)],- n = 3},- koData =- ClassData{prior = -infinity, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [], n = 0}}),- ("Yom HaShoah",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<day-of-month> (ordinal or number) <named-month>",- Classifier{okData =- ClassData{prior = -1.3862943611198906, unseen = -2.890371757896165,- likelihoods =- HashMap.fromList- [("ordinal (digits)December", -2.1400661634962708),- ("ordinal (digits)February", -2.1400661634962708),- ("integer (numeric)April", -2.1400661634962708),- ("month", -1.4469189829363254)],- n = 3},- koData =- ClassData{prior = -0.2876820724517809,- unseen = -3.4011973816621555,- likelihoods =- HashMap.fromList- [("ordinal (digits)October", -2.6741486494265287),- ("ordinal (digits)July", -2.6741486494265287),- ("integer (numeric)September", -2.268683541318364),- ("ordinal (digits)August", -2.6741486494265287),- ("integer (numeric)August", -2.6741486494265287),- ("ordinal (digits)April", -2.6741486494265287),- ("month", -1.0647107369924282),- ("integer (numeric)July", -2.268683541318364)],- n = 9}}),- ("<time> <part-of-day>",- Classifier{okData =- ClassData{prior = -9.237332013101517e-2,- unseen = -4.48863636973214,- likelihoods =- HashMap.fromList- [("<day-of-month> (ordinal)in|during the <part-of-day>",- -3.784189633918261),- ("dayhour", -1.4816045409242156),- ("Mondayearly morning", -3.378724525810097),- ("time-of-day (latent)tonight", -3.378724525810097),- ("hourhour", -2.3978952727983707),- ("<time-of-day> o'clockin|during the <part-of-day>",- -3.784189633918261),- ("todaypart of days", -3.784189633918261),- ("minutehour", -2.6855773452501515),- ("at <time-of-day>in|during the <part-of-day>",- -3.378724525810097),- ("time-of-day (latent)this <part-of-day>", -3.784189633918261),- ("Mondayin|during the <part-of-day>", -3.784189633918261),- ("intersectpart of days", -3.784189633918261),- ("intersectin|during the <part-of-day>", -3.784189633918261),- ("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",- -3.784189633918261),- ("the <day-of-month> (ordinal)in|during the <part-of-day>",- -3.784189633918261),- ("tomorrowpart of days", -2.3978952727983707),- ("hh:mmin|during the <part-of-day>", -3.0910424533583156),- ("time-of-day (latent)in|during the <part-of-day>",- -3.784189633918261),- ("hhmm (latent)in|during the <part-of-day>",- -3.784189633918261),- ("yesterdaypart of days", -3.378724525810097),- ("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",- -3.784189633918261),- ("Mondaypart of days", -3.784189633918261)],- n = 31},- koData =- ClassData{prior = -2.4277482359480516,- unseen = -3.4965075614664802,- likelihoods =- HashMap.fromList- [("yearhour", -2.772588722239781),- ("monthhour", -2.772588722239781),- ("hourhour", -2.772588722239781),- ("year (latent)in|during the <part-of-day>",- -2.772588722239781),- ("Februaryin|during the <part-of-day>", -2.772588722239781),- ("time-of-day (latent)in|during the <part-of-day>",- -2.772588722239781)],- n = 3}}),- ("Cyber Monday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("today",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.9459101490553135,- likelihoods = HashMap.fromList [("", 0.0)], n = 5},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("mm/dd",- Classifier{okData =- ClassData{prior = -1.2729656758128873,- unseen = -2.1972245773362196,- likelihoods = HashMap.fromList [("", 0.0)], n = 7},- koData =- ClassData{prior = -0.3285040669720361, unseen = -2.995732273553991,- likelihoods = HashMap.fromList [("", 0.0)], n = 18}}),- ("at <time-of-day>",- Classifier{okData =- ClassData{prior = -8.961215868968717e-2,- unseen = -4.948759890378168,- likelihoods =- HashMap.fromList- [("<time> timezone", -3.8430301339411947),- ("noon|midnight|EOD|end of day", -3.8430301339411947),- ("integer after|past <hour-of-day>", -3.8430301339411947),- ("half after|past <hour-of-day>", -4.248495242049359),- ("time-of-day (latent)", -1.6835458845878222),- ("hhmm (latent)", -3.5553480614894135),- ("<time-of-day> am|pm", -1.8061482066801546),- ("hh:mm", -3.332204510175204),- ("about|exactly <time-of-day>", -3.8430301339411947),- ("hour", -1.0704414117014134),- ("<time-of-day> sharp|exactly", -4.248495242049359),- ("minute", -2.05127066471314)],- n = 64},- koData =- ClassData{prior = -2.456735772821304, unseen = -3.2188758248682006,- likelihoods =- HashMap.fromList- [("time-of-day (latent)", -1.2321436812926323),- ("hour", -1.2321436812926323)],- n = 6}}),- ("December",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("absorption of , after named day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -3.332204510175204,- likelihoods =- HashMap.fromList- [("on <date>", -2.1972245773362196),- ("Wednesday", -2.6026896854443837),- ("Saturday", -2.6026896854443837),- ("Monday", -2.1972245773362196),- ("Friday", -1.9095425048844386), ("day", -0.8979415932059586),- ("Sunday", -2.6026896854443837)],- n = 10},- koData =- ClassData{prior = -infinity, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [], n = 0}}),- ("September",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("tonight",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("last|past|next <duration>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -4.2626798770413155,- likelihoods =- HashMap.fromList- [("week", -2.456735772821304), ("second", -2.639057329615259),- ("day", -2.3025850929940455), ("year", -2.639057329615259),- ("<integer> <unit-of-duration>", -0.7827593392496325),- ("hour", -2.639057329615259), ("month", -2.639057329615259),- ("minute", -2.639057329615259)],- n = 31},- koData =- ClassData{prior = -infinity, unseen = -2.1972245773362196,- likelihoods = HashMap.fromList [], n = 0}}),- ("the ides of <named-month>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList- [("March", -0.6931471805599453), ("month", -0.6931471805599453)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("on <date>",- Classifier{okData =- ClassData{prior = -0.13353139262452263,- unseen = -4.204692619390966,- likelihoods =- HashMap.fromList- [("Thursday", -1.4816045409242156),- ("mm/dd", -3.4965075614664802),- ("absorption of , after named day", -3.0910424533583156),- ("intersect", -3.0910424533583156),- ("Saturday", -2.803360380906535),- ("Friday", -3.4965075614664802), ("day", -0.8574502318512216),- ("the <day-of-month> (ordinal)", -3.0910424533583156),- ("intersect by \",\", \"of\", \"from\", \"'s\"",- -2.803360380906535),- ("hour", -3.4965075614664802)],- n = 28},- koData =- ClassData{prior = -2.0794415416798357,- unseen = -2.9444389791664407,- likelihoods =- HashMap.fromList- [("intersect", -1.791759469228055), ("day", -1.2809338454620642),- ("intersect by \",\", \"of\", \"from\", \"'s\"",- -1.791759469228055)],- n = 4}}),- ("integer (0..19)",- Classifier{okData =- ClassData{prior = -0.11122563511022437,- unseen = -3.970291913552122,- likelihoods = HashMap.fromList [("", 0.0)], n = 51},- koData =- ClassData{prior = -2.2512917986064953,- unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6}}),- ("between <time-of-day> and <time-of-day> (interval)",- Classifier{okData =- ClassData{prior = -0.6931471805599453,- unseen = -3.1354942159291497,- likelihoods =- HashMap.fromList- [("minuteminute", -0.7884573603642702),- ("hh:mmhh:mm", -0.7884573603642702)],- n = 9},- koData =- ClassData{prior = -0.6931471805599453,- unseen = -3.1354942159291497,- likelihoods =- HashMap.fromList- [("hh:mmtime-of-day (latent)", -0.7884573603642702),- ("minutehour", -0.7884573603642702)],- n = 9}}),- ("Halloween",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Passover",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("from <month> dd-dd (interval)",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.3978952727983707,- likelihoods =- HashMap.fromList- [("Julyinteger (numeric)integer (numeric)", -1.6094379124341003),- ("Augustordinal (digits)integer (numeric)",- -1.6094379124341003),- ("month", -0.916290731874155),- ("Augustordinal (digits)ordinal (digits)",- -1.6094379124341003)],- n = 3},- koData =- ClassData{prior = -infinity, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [], n = 0}}),- ("October",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.890371757896165,- likelihoods = HashMap.fromList [("", 0.0)], n = 16},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("from|since|after <time-of-day>",- Classifier{okData =- ClassData{prior = -1.5950491749820006, unseen = -4.04305126783455,- likelihoods =- HashMap.fromList- [("July", -3.332204510175204),- ("time-of-day (latent)", -2.4159137783010487),- ("<time-of-day> am|pm", -2.4159137783010487),- ("hh:mm", -2.4159137783010487), ("hour", -1.8281271133989299),- ("month", -2.9267394020670396), ("minute", -2.4159137783010487),- ("August", -3.332204510175204)],- n = 14},- koData =- ClassData{prior = -0.22677331936478848,- unseen = -4.9344739331306915,- likelihoods =- HashMap.fromList- [("<integer> to|till|before <hour-of-day>", -3.828641396489095),- ("week", -4.23410650459726),- ("<day-of-month> (ordinal or number) <named-month>",- -4.23410650459726),- ("today", -4.23410650459726), ("intersect", -2.362304327695668),- ("second", -4.23410650459726), ("now", -3.5409593240373143),- ("tomorrow", -3.828641396489095),- ("this|last|next <cycle>", -4.23410650459726),- ("day", -1.8827312474337816),- ("time-of-day (latent)", -4.23410650459726),- ("<time-of-day> am|pm", -3.828641396489095),- ("nograin", -3.5409593240373143),- ("<named-month>|<named-day> <day-of-month> (ordinal)",- -4.23410650459726),- ("Easter Sunday", -4.23410650459726),- ("Christmas", -3.5409593240373143),- ("hour", -2.981343536101891), ("month", -4.23410650459726),- ("<datetime> - <datetime> (interval)", -2.847812143477369),- ("<time-of-day> - <time-of-day> (interval)",- -2.5293584123588344),- ("<named-month> <day-of-month> (non ordinal)",- -3.828641396489095),- ("minute", -1.749199854809259),- ("right now", -4.23410650459726),- ("<month> dd-dd (interval)", -3.5409593240373143),- ("dd-dd <month> (interval)", -3.828641396489095)],- n = 55}}),- ("month (grain)",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.833213344056216,- likelihoods = HashMap.fromList [("", 0.0)], n = 15},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<integer> more <unit-of-duration>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList- [("integer (numeric)minute (grain)", -0.6931471805599453),- ("minute", -0.6931471805599453)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("<time-of-day> o'clock",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.1972245773362196,- likelihoods =- HashMap.fromList- [("time-of-day (latent)", -0.6931471805599453),- ("hour", -0.6931471805599453)],- n = 3},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("in|within|after <duration>",- Classifier{okData =- ClassData{prior = -0.11000089521432846,- unseen = -4.6443908991413725,- likelihoods =- HashMap.fromList- [("week", -3.248434627109745),- ("<integer> more <unit-of-duration>", -3.9415818076696905),- ("three-quarters of an hour", -3.0252910757955354),- ("<integer> + '\"", -3.248434627109745),- ("number.number hours", -3.9415818076696905),- ("second", -3.536116699561526), ("day", -3.248434627109745),- ("half an hour", -3.0252910757955354),- ("year", -3.9415818076696905),- ("<integer> <unit-of-duration>", -1.5902065505062128),- ("a <unit-of-duration>", -3.0252910757955354),- ("quarter of an hour", -3.0252910757955354),- ("hour", -2.5552874465498),- ("about|exactly <duration>", -3.9415818076696905),- ("<integer> and an half hour", -3.9415818076696905),- ("minute", -1.3025244780544318)],- n = 43},- koData =- ClassData{prior = -2.2617630984737906, unseen = -3.332204510175204,- likelihoods =- HashMap.fromList- [("quarter", -2.1972245773362196), ("year", -1.9095425048844386),- ("<integer> <unit-of-duration>", -1.9095425048844386),- ("a <unit-of-duration>", -2.1972245773362196)],- n = 5}}),- ("January",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("three-quarters of an hour",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Mattu Pongal",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Wednesday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.3025850929940455,- likelihoods = HashMap.fromList [("", 0.0)], n = 8},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("half after|past <hour-of-day>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.9459101490553135,- likelihoods =- HashMap.fromList- [("time-of-day (latent)", -0.6931471805599453),- ("hour", -0.6931471805599453)],- n = 2},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("<integer> + '\"",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],- n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("half <integer> (UK style hour-of-day)",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList- [("time-of-day (latent)", -0.6931471805599453),- ("hour", -0.6931471805599453)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("July",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.833213344056216,- likelihoods = HashMap.fromList [("", 0.0)], n = 15},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("hour (grain)",- Classifier{okData =- ClassData{prior = -0.8209805520698302,- unseen = -2.5649493574615367,- likelihoods = HashMap.fromList [("", 0.0)], n = 11},- koData =- ClassData{prior = -0.579818495252942, unseen = -2.772588722239781,- likelihoods = HashMap.fromList [("", 0.0)], n = 14}}),- ("Shavuot",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<day> <duration> hence|ago",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList- [("dayyear", -0.6931471805599453),- ("Diwali<integer> <unit-of-duration>", -0.6931471805599453)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("<ordinal> quarter",- Classifier{okData =- ClassData{prior = -0.4700036292457356, unseen = -2.639057329615259,- likelihoods =- HashMap.fromList- [("ordinal (digits)quarter (grain)", -1.1786549963416462),- ("ordinals (first..twentieth,thirtieth,...)quarter (grain)",- -1.466337068793427),- ("quarter", -0.7731898882334817)],- n = 5},- koData =- ClassData{prior = -0.9808292530117262,- unseen = -2.3025850929940455,- likelihoods =- HashMap.fromList- [("ordinal (digits)quarter (grain)", -0.8109302162163288),- ("quarter", -0.8109302162163288)],- n = 3}}),- ("Boss's Day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Orthodox Easter Sunday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("one twenty two",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("intersect",- Classifier{okData =- ClassData{prior = -0.454305983502537, unseen = -6.732210706467206,- likelihoods =- HashMap.fromList- [("Navaratriyear (latent)", -6.037870919922137),- ("Father's Dayyear (latent)", -6.037870919922137),- ("Ramadanyear (latent)", -6.037870919922137),- ("<datetime> - <datetime> (interval)on <date>",- -4.785107951426769),- ("Military Spouse Dayyear (latent)", -6.037870919922137),- ("Bhai Doojyear (latent)", -6.037870919922137),- ("<time-of-day> - <time-of-day> (interval)on <date>",- -4.785107951426769),- ("hourday", -4.333122827683712),- ("dayhour", -3.1201001878378585),- ("Martin Luther King's Dayyear (latent)", -5.632405811813974),- ("Shemini Atzeretyear (latent)", -6.037870919922137),- ("daymonth", -5.344723739362192),- ("monthday", -5.632405811813974),- ("monthyear", -4.428433007488038),- ("Yom Ha'atzmautyear (latent)", -6.037870919922137),- ("Vijayadashamiyear (latent)", -6.037870919922137),- ("Thanksgiving Dayyear (latent)", -4.939258631254028),- ("Thai Pongalyear (latent)", -5.344723739362192),- ("Thiru Onamyear (latent)", -5.344723739362192),- ("Tuesdaythe <day-of-month> (ordinal)", -6.037870919922137),- ("from <datetime> - <datetime> (interval)July",- -6.037870919922137),- ("houryear", -5.344723739362192),- ("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",- -6.037870919922137),- ("Christmas<time-of-day> am|pm", -6.037870919922137),- ("last <day-of-week> of <time>year (latent)",- -6.037870919922137),- ("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",- -5.344723739362192),- ("<time-of-day> am|pmintersect", -4.785107951426769),- ("Octoberyear (latent)", 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<month>in|during the <part-of-day>",- -6.037870919922137),- ("Februaryintersect", -6.037870919922137),- ("Mother's Dayyear (latent)", -6.037870919922137),- ("Simchat Torahyear (latent)", -6.037870919922137)],- n = 313},- koData =- ClassData{prior = -1.0075523231524797, unseen = -6.35088571671474,- likelihoods =- HashMap.fromList- [("<time-of-day> - <time-of-day> (interval)on <date>",- -5.655991810819852),- ("hourday", -5.655991810819852),- ("<named-month> <day-of-month> (non ordinal)July",- -5.655991810819852),- ("dayhour", -3.213644775450648),- ("daymonth", -3.5765502691400166),- ("monthday", -5.250526702711688),- ("monthyear", -4.403228842324484),- ("<time-of-day> am|pmyear (latent)", -5.250526702711688),- ("Thai Pongalyear (latent)", -4.962844630259907),- ("intersecthh:mm", -5.655991810819852),- ("from <datetime> - <datetime> (interval)July",- -5.655991810819852),- ("houryear", -4.739701078945697),- ("from <time-of-day> - <time-of-day> (interval)July",- -5.655991810819852),- ("until <time-of-day><time-of-day> am|pm", -5.655991810819852),- ("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",- -4.962844630259907),- ("<time-of-day> am|pmintersect", -4.403228842324484),- ("Octoberyear (latent)", -5.655991810819852),- ("from|since|after <time-of-day>year (latent)",- -4.403228842324484),- ("from|since|after <time-of-day>on <date>", -4.739701078945697),- ("July<day-of-month> (ordinal or number) <named-month>",- -5.655991810819852),- ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",- -4.403228842324484),- ("about|exactly <time-of-day>year (latent)",- -5.655991810819852),- ("absorption of , after named dayJuly", -5.250526702711688),- ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",- -4.739701078945697),- ("Clean Mondayyear (latent)", -5.655991810819852),- ("monthhour", -5.655991810819852),- ("hourmonth", -4.962844630259907),- ("todayat <time-of-day>", -5.655991810819852),- ("from|since|after <time-of-day>July", -5.655991810819852),- ("Mondayyear (latent)", -4.557379522151743),- ("dayday", -5.250526702711688),- ("mm/ddat <time-of-day>", -5.250526702711688),- ("<time-of-day> am|pmon <date>", -4.403228842324484),- ("dayyear", -2.6355669246754903),- ("Thursdaymm/dd", -5.655991810819852),- ("New Year's Dayyear (latent)", -5.250526702711688),- ("Thursdayat <time-of-day>", -4.403228842324484),- ("<integer> to|till|before <hour-of-day>September",- -5.655991810819852),- ("Aprilyear (latent)", -5.655991810819852),- ("monthminute", -5.655991810819852),- ("<time-of-day> am|pmtomorrow", -5.655991810819852),- ("Thursdayhh:mm", -4.739701078945697),- ("August<day-of-month> (ordinal or number) <named-month>",- -5.655991810819852),- ("minutemonth", -3.8642323415917974),- ("Sundayfrom|since|after <time-of-day>", -5.655991810819852),- ("week-endin <named-month>|year", -5.655991810819852),- ("Augustyear (latent)", -5.250526702711688),- ("Thursdayfrom <datetime> - <datetime> (interval)",- -5.250526702711688),- ("Thursdayfrom <time-of-day> - <time-of-day> (interval)",- -5.250526702711688),- ("mm/dd<time-of-day> - <time-of-day> (interval)",- -5.250526702711688),- ("tomorrowfrom <time-of-day> - <time-of-day> (interval)",- -5.655991810819852),- ("Sundayyear (latent)", -4.962844630259907),- ("Christmasat <time-of-day>", -5.655991810819852),- ("<duration> after|before|from <time>December",- -5.655991810819852),- ("yesterday<time-of-day> am|pm", -5.655991810819852),- ("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",- -4.739701078945697),- ("mm/ddyear (latent)", -5.655991810819852),- ("Thursday<time-of-day> - <time-of-day> (interval)",- -5.250526702711688),- ("<named-month> <day-of-month> (non ordinal)August",- -5.655991810819852),- ("until <time-of-day>on <date>", -4.962844630259907),- ("at <time-of-day>intersect", -5.250526702711688),- ("hh:mmyear (latent)", -4.557379522151743),- ("Holiyear (latent)", -5.655991810819852),- ("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",- -5.655991810819852),- ("dayminute", -3.1710851610318525),- ("intersectSeptember", -4.151914414043579),- ("minuteday", -2.5879388756862354),- ("absorption of , after named dayintersect",- -5.655991810819852),- ("Februaryin|during the <part-of-day>", -5.655991810819852),- ("hh:mmon <date>", -3.6410887902775877),- ("Saturdayyear (latent)", -5.655991810819852),- ("from|since|after <time-of-day><time-of-day> am|pm",- -5.655991810819852),- ("absorption of , after named daySeptember",- -4.739701078945697),- ("Naraka Chaturdashiyear (latent)", -5.655991810819852),- ("on <date>September", -5.250526702711688),- ("at <time-of-day>on <date>", -5.250526702711688),- ("in <named-month>|yearyear (latent)", -5.655991810819852),- ("dayweek", -5.655991810819852),- ("Easter Sundayyear (latent)", -5.250526702711688),- ("Thursday<time-of-day> am|pm", -5.250526702711688),- ("absorption of , after named dayFebruary", -4.739701078945697),- ("July<integer> to|till|before <hour-of-day>",- -5.655991810819852),- ("tomorrowat <time-of-day>", -5.655991810819852),- ("<integer> to|till|before <hour-of-day>July",- -5.655991810819852),- ("Thursdayfrom|since|after <time-of-day>", -4.046553898385752),- ("tomorrow<time-of-day> am|pm", -5.655991810819852),- ("<named-month> <day-of-month> (non ordinal)year (latent)",- -4.962844630259907),- ("Diwaliyear (latent)", -5.250526702711688),- ("Tuesdayfrom|since|after <time-of-day>", -5.655991810819852),- ("Fridayyear (latent)", -5.250526702711688),- ("minuteyear", -4.403228842324484)],- n = 180}}),- ("one eleven",- Classifier{okData =- ClassData{prior = -1.3862943611198906,- unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -0.2876820724517809,- unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),- ("after lunch/work/school",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("early morning",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("in <number> (implicit minutes)",- Classifier{okData =- ClassData{prior = -1.2039728043259361,- unseen = -2.4849066497880004,- likelihoods =- HashMap.fromList- [("integer (numeric)", -0.3184537311185346),- ("integer (0..19)", -1.2992829841302609)],- n = 9},- koData =- ClassData{prior = -0.35667494393873245,- unseen = -3.1780538303479458,- likelihoods =- HashMap.fromList- [("integer (numeric)", -0.19105523676270922),- ("integer (0..19)", -1.749199854809259)],- n = 21}}),- ("<ordinal> <cycle> of <time>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.9444389791664407,- likelihoods =- HashMap.fromList- [("daymonth", -1.791759469228055),- ("ordinal (digits)quarter (grain)year (latent)",- -2.1972245773362196),- ("quarteryear", -2.1972245773362196),- ("ordinals (first..twentieth,thirtieth,...)day (grain)October",- -2.1972245773362196),- ("ordinal (digits)day (grain)this|last|next <cycle>",- -2.1972245773362196),- ("ordinals (first..twentieth,thirtieth,...)week (grain)intersect",- -2.1972245773362196),- ("weekmonth", -1.791759469228055),- ("ordinals (first..twentieth,thirtieth,...)week (grain)October",- -2.1972245773362196)],- n = 5},- koData =- ClassData{prior = -infinity, unseen = -2.1972245773362196,- likelihoods = HashMap.fromList [], n = 0}}),- ("year (grain)",- Classifier{okData =- ClassData{prior = 0.0, unseen = -3.367295829986474,- likelihoods = HashMap.fromList [("", 0.0)], n = 27},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("from <datetime> - <datetime> (interval)",- Classifier{okData =- ClassData{prior = -1.0116009116784799,- unseen = -3.6375861597263857,- likelihoods =- HashMap.fromList- [("minuteminute", -2.001480000210124),- ("<day-of-month> (ordinal)<day-of-month> (ordinal)",- -2.917770732084279),- ("hh:mmhh:mm", -2.001480000210124),- ("dayday", -2.512305623976115),- ("<named-month>|<named-day> <day-of-month> (ordinal)<day-of-month> (ordinal)",- -2.917770732084279),- ("<time-of-day> am|pmtime-of-day (latent)", -2.917770732084279),- ("hourhour", -2.512305623976115),- ("<time-of-day> am|pm<time-of-day> am|pm", -2.917770732084279)],- n = 8},- koData =- ClassData{prior = -0.45198512374305727,- unseen = -3.912023005428146,- likelihoods =- HashMap.fromList- [("hourday", -3.1986731175506815),- ("dayhour", -2.793208009442517),- ("<day-of-month> (ordinal)time-of-day (latent)",- -3.1986731175506815),- ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",- -3.1986731175506815),- ("hh:mmtime-of-day (latent)", -2.2823823856765264),- ("minuteminute", -2.793208009442517),- ("time-of-day (latent)time-of-day (latent)",- -2.793208009442517),- ("dayday", -3.1986731175506815),- ("hourhour", -2.505525936990736),- ("dayyear", -3.1986731175506815),- ("minutehour", -2.2823823856765264),- ("hh:mmintersect", -2.793208009442517),- ("<day-of-month> (ordinal)<day-of-month> (ordinal or number) <named-month>",- -3.1986731175506815),- ("time-of-day (latent)<time-of-day> am|pm",- -3.1986731175506815),- ("time-of-day (latent)<day-of-month> (ordinal or number) <named-month>",- -3.1986731175506815),- ("<named-month> <day-of-month> (non ordinal)time-of-day (latent)",- -3.1986731175506815)],- n = 14}}),- ("Saturday",- Classifier{okData =- ClassData{prior = -0.15415067982725836,- unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6},- koData =- ClassData{prior = -1.9459101490553135,- unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),- ("the <cycle> of <time>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.890371757896165,- likelihoods =- HashMap.fromList- [("week (grain)<named-month>|<named-day> <day-of-month> (ordinal)",- -1.7346010553881064),- ("weekmonth", -1.7346010553881064),- ("week (grain)October", -1.7346010553881064),- ("week (grain)<named-month> <day-of-month> (non ordinal)",- -1.7346010553881064),- ("weekday", -1.2237754316221157)],- n = 6},- koData =- ClassData{prior = -infinity, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [], n = 0}}),- ("number.number hours",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("from <time-of-day> - <time-of-day> (interval)",- Classifier{okData =- ClassData{prior = -0.6931471805599453,- unseen = -3.4339872044851463,- likelihoods =- HashMap.fromList- [("minuteminute", -1.6094379124341003),- ("hh:mmhh:mm", -1.6094379124341003),- ("<time-of-day> am|pmtime-of-day (latent)", -2.70805020110221),- ("hourhour", -2.3025850929940455),- ("hourminute", -2.3025850929940455),- ("time-of-day (latent)<time-of-day> sharp|exactly",- -2.70805020110221),- ("time-of-day (latent)hh:mm", -2.70805020110221),- ("<time-of-day> am|pm<time-of-day> am|pm", -2.70805020110221)],- n = 9},- koData =- ClassData{prior = -0.6931471805599453,- unseen = -3.4339872044851463,- likelihoods =- HashMap.fromList- [("hh:mmtime-of-day (latent)", -1.6094379124341003),- ("time-of-day (latent)time-of-day (latent)",- -2.0149030205422647),- ("hourhour", -1.791759469228055),- ("minutehour", -1.6094379124341003),- ("time-of-day (latent)<time-of-day> am|pm", -2.70805020110221)],- n = 9}}),- ("integer 21..99",- Classifier{okData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0},- koData =- ClassData{prior = 0.0, unseen = -1.9459101490553135,- likelihoods =- HashMap.fromList- [("integer (numeric)integer (numeric)", -0.6931471805599453),- ("integer (20..90)integer (0..19)", -0.6931471805599453)],- n = 4}}),- ("Tisha B'Av",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("yyyy-mm-dd",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("year (latent)",- Classifier{okData =- ClassData{prior = -0.15524059819128397,- unseen = -4.912654885736052,- likelihoods =- HashMap.fromList- [("integer (numeric)", -4.546237407675729e-2),- ("intersect 2 numbers", -3.518980417318539)],- n = 131},- koData =- ClassData{prior = -1.9393954680341197, unseen = -3.295836866004329,- likelihoods =- HashMap.fromList- [("integer (numeric)", -1.3121863889661687),- ("negative numbers", -0.6190392084062235),- ("compose by multiplication", -1.8718021769015913)],- n = 22}}),- ("mm/dd/yyyy",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Memorial Day",- Classifier{okData =- ClassData{prior = -0.1823215567939546,- unseen = -1.9459101490553135,- likelihoods = HashMap.fromList [("", 0.0)], n = 5},- koData =- ClassData{prior = -1.791759469228055, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),- ("Monday",- Classifier{okData =- ClassData{prior = -0.5108256237659907, unseen = -2.639057329615259,- likelihoods = HashMap.fromList [("", 0.0)], n = 12},- koData =- ClassData{prior = -0.916290731874155, unseen = -2.3025850929940455,- likelihoods = HashMap.fromList [("", 0.0)], n = 8}}),- ("yesterday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.9459101490553135,- likelihoods = HashMap.fromList [("", 0.0)], n = 5},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<ordinal> quarter <year>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.9459101490553135,- likelihoods =- HashMap.fromList- [("ordinal (digits)quarter (grain)year (latent)",- -0.6931471805599453),- ("quarteryear", -0.6931471805599453)],- n = 2},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("Lincoln's Birthday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("hh:mm:ss",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Hanukkah",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<hour-of-day> <integer>",- Classifier{okData =- ClassData{prior = -0.40546510810816444,- unseen = -2.1972245773362196,- likelihoods =- HashMap.fromList- [("at <time-of-day>integer (20..90)", -1.3862943611198906),- ("hour", -0.9808292530117262),- ("at <time-of-day>integer (numeric)", -1.3862943611198906)],- n = 2},- koData =- ClassData{prior = -1.0986122886681098,- unseen = -1.9459101490553135,- likelihoods =- HashMap.fromList- [("about|exactly <time-of-day>integer (numeric)",- -1.0986122886681098),- ("hour", -1.0986122886681098)],- n = 1}}),- ("nth <time> of <time>",- Classifier{okData =- ClassData{prior = -0.4700036292457356, unseen = -2.833213344056216,- likelihoods =- HashMap.fromList- [("daymonth", -0.9808292530117262),- ("ordinals (first..twentieth,thirtieth,...)Tuesdayintersect",- -2.0794415416798357),- ("ordinals (first..twentieth,thirtieth,...)Wednesdayintersect",- -1.6739764335716716),- ("ordinals (first..twentieth,thirtieth,...)TuesdayOctober",- -1.6739764335716716)],- n = 5},- koData =- ClassData{prior = -0.9808292530117262,- unseen = -2.5649493574615367,- likelihoods =- HashMap.fromList- [("daymonth", -1.0986122886681098),- ("ordinals (first..twentieth,thirtieth,...)TuesdaySeptember",- -1.791759469228055),- ("ordinals (first..twentieth,thirtieth,...)WednesdayOctober",- -1.3862943611198906)],- n = 3}}),- ("National Grandparents Day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Valentine's Day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("April",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.9459101490553135,- likelihoods = HashMap.fromList [("", 0.0)], n = 5},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Maha Saptami",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("end of month",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.4849066497880004,- likelihoods = HashMap.fromList [("", 0.0)], n = 10},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("week (grain)",- Classifier{okData =- ClassData{prior = -4.0821994520255166e-2,- unseen = -4.304065093204169,- likelihoods = HashMap.fromList [("", 0.0)], n = 72},- koData =- ClassData{prior = -3.2188758248682006,- unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),- ("<part-of-day> of <time>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -3.0910424533583156,- likelihoods =- HashMap.fromList- [("part of daysintersect by \",\", \"of\", \"from\", \"'s\"",- -2.3513752571634776),- ("part of daysintersect", -2.3513752571634776),- ("hourday", -0.9650808960435872),- ("part of daysthe <day-of-month> (ordinal)",- -2.3513752571634776),- ("part of daysthe <day-of-month> (number)",- -2.3513752571634776),- ("part of daysthis <time>", -2.3513752571634776),- ("part of daysChristmas", -1.9459101490553135)],- n = 7},- koData =- ClassData{prior = -infinity, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [], n = 0}}),- ("six thirty six a.m.",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.0794415416798357,- likelihoods =- HashMap.fromList- [("integer (numeric)", -1.252762968495368),- ("one twenty two", -0.8472978603872037),- ("one eleven", -1.252762968495368)],- n = 4},- koData =- ClassData{prior = -infinity, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [], n = 0}}),- ("Loyalty Day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Shrove Tuesday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("now",- Classifier{okData =- ClassData{prior = -0.15415067982725836,- unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6},- koData =- ClassData{prior = -1.9459101490553135,- unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),- ("<day-of-month> (ordinal or number) of <named-month>",- Classifier{okData =- ClassData{prior = -0.13353139262452263,- unseen = -3.0910424533583156,- likelihoods =- HashMap.fromList- [("ordinal (digits)July", -2.3513752571634776),- ("ordinals (first..twentieth,thirtieth,...)March",- -2.3513752571634776),- ("ordinal (digits)February", -2.3513752571634776),- ("integer (numeric)February", -1.9459101490553135),- ("month", -0.9650808960435872),- ("ordinal (digits)March", -2.3513752571634776),- ("integer (numeric)July", -2.3513752571634776)],- n = 7},- koData =- ClassData{prior = -2.0794415416798357,- unseen = -2.3025850929940455,- likelihoods =- HashMap.fromList- [("ordinal (digits)February", -1.5040773967762742),- ("month", -1.5040773967762742)],- n = 1}}),- ("this <part-of-day>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.1972245773362196,- likelihoods =- HashMap.fromList- [("hour", -0.6931471805599453),- ("part of days", -0.6931471805599453)],- n = 3},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("Kaanum Pongal",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Yom Kippur",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("powers of tens",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Friday",- Classifier{okData =- ClassData{prior = -0.3677247801253174,- unseen = -2.3978952727983707,- likelihoods = HashMap.fromList [("", 0.0)], n = 9},- koData =- ClassData{prior = -1.1786549963416462, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),- ("in|during the <part-of-day>",- Classifier{okData =- ClassData{prior = -8.701137698962981e-2,- unseen = -3.258096538021482,- likelihoods =- HashMap.fromList- [("early morning", -2.5257286443082556),- ("hour", -0.7339691750802004),- ("part of days", -0.8209805520698302)],- n = 11},- koData =- ClassData{prior = -2.4849066497880004, unseen = -1.791759469228055,- likelihoods =- HashMap.fromList- [("hour", -0.916290731874155),- ("part of days", -0.916290731874155)],- n = 1}}),- ("tomorrow",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.9444389791664407,- likelihoods = HashMap.fromList [("", 0.0)], n = 17},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("hh(:mm) - <time-of-day> am|pm",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.70805020110221,- likelihoods =- HashMap.fromList- [("time-of-day (latent)", -0.6931471805599453),- ("hour", -0.6931471805599453)],- n = 6},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("Groundhog Day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("this|last|next <cycle>",- Classifier{okData =- ClassData{prior = -7.410797215372185e-2,- unseen = -5.117993812416755,- likelihoods =- HashMap.fromList- [("week", -1.1416958748044215),- ("month (grain)", -2.8094026953624978),- ("year (grain)", -2.472930458741285),- ("week (grain)", -1.1416958748044215),- ("quarter", -3.5025498759224427), ("year", -2.472930458741285),- ("month", -2.8094026953624978),- ("quarter (grain)", -3.5025498759224427)],- n = 78},- koData =- ClassData{prior = -2.639057329615259, unseen = -3.1354942159291497,- likelihoods =- HashMap.fromList- [("week", -1.4816045409242156),- ("week (grain)", -1.4816045409242156),- ("day", -1.9924301646902063),- ("day (grain)", -1.9924301646902063)],- n = 6}}),- ("Mother's Day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Simchat Torah",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("New Year's Eve",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("the <ordinal> <cycle> of <time>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList- [("ordinal (digits)quarter (grain)year (latent)",- -0.6931471805599453),- ("quarteryear", -0.6931471805599453)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("Raksha Bandhan",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Ashura",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Palm Sunday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Eid al-Adha",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("by <time>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.70805020110221,- likelihoods =- HashMap.fromList- [("noon|midnight|EOD|end of day", -1.9459101490553135),- ("time-of-day (latent)", -1.9459101490553135),- ("<time-of-day> am|pm", -1.9459101490553135),- ("hh:mm", -1.9459101490553135), ("hour", -1.540445040947149),- ("minute", -1.540445040947149)],- n = 4},- koData =- ClassData{prior = -infinity, unseen = -1.9459101490553135,- likelihoods = HashMap.fromList [], n = 0}}),- ("half an hour",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.9459101490553135,- likelihoods = HashMap.fromList [("", 0.0)], n = 5},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("the <day-of-month> (ordinal)",- Classifier{okData =- ClassData{prior = -0.2006706954621511,- unseen = -2.4849066497880004,- likelihoods =- HashMap.fromList- [("ordinals (first..twentieth,thirtieth,...)",- -1.7047480922384253),- ("ordinal (digits)", -0.2006706954621511)],- n = 9},- koData =- ClassData{prior = -1.7047480922384253,- unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList [("ordinal (digits)", -0.2876820724517809)],- n = 2}}),- ("last weekend of <named-month>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.639057329615259,- likelihoods =- HashMap.fromList- [("October", -0.9555114450274363), ("July", -1.8718021769015913),- ("month", -0.7731898882334817)],- n = 5},- koData =- ClassData{prior = -infinity, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [], n = 0}}),- ("the <day-of-month> (number)",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Lag BaOmer",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("fractional number",- Classifier{okData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0},- koData =- ClassData{prior = 0.0, unseen = -2.9444389791664407,- likelihoods = HashMap.fromList [("", 0.0)], n = 17}}),- ("Sunday",- Classifier{okData =- ClassData{prior = -0.262364264467491, unseen = -2.4849066497880004,- likelihoods = HashMap.fromList [("", 0.0)], n = 10},- koData =- ClassData{prior = -1.466337068793427, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),- ("Chinese New Year",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.9459101490553135,- likelihoods = HashMap.fromList [("", 0.0)], n = 5},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("February",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.70805020110221,- likelihoods = HashMap.fromList [("", 0.0)], n = 13},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("minute (grain)",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.833213344056216,- likelihoods = HashMap.fromList [("", 0.0)], n = 15},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("last|this|next <season>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("the <ordinal> quarter",- Classifier{okData =- ClassData{prior = -0.6931471805599453,- unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList- [("ordinal (digits)quarter (grain)", -0.6931471805599453),- ("quarter", -0.6931471805599453)],- n = 1},- koData =- ClassData{prior = -0.6931471805599453,- unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList- [("ordinal (digits)quarter (grain)", -0.6931471805599453),- ("quarter", -0.6931471805599453)],- n = 1}}),- ("time-of-day (latent)",- Classifier{okData =- ClassData{prior = -0.5699145401359973, unseen = -4.290459441148391,- likelihoods =- HashMap.fromList- [("integer (numeric)", -0.11778303565638351),- ("integer (0..19)", -2.330755969960742)],- n = 69},- koData =- ClassData{prior = -0.8337291311811348, unseen = -4.04305126783455,- likelihoods =- HashMap.fromList- [("integer (numeric)", -9.352605801082348e-2),- ("integer (0..19)", -2.9267394020670396),- ("integer 21..99", -3.332204510175204)],- n = 53}}),- ("beginning of year",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("last <day-of-week> of <time>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.3978952727983707,- likelihoods =- HashMap.fromList- [("daymonth", -0.916290731874155),- ("SundayMarch", -1.6094379124341003),- ("MondayMarch", -1.6094379124341003),- ("Sundayintersect", -1.6094379124341003)],- n = 3},- koData =- ClassData{prior = -infinity, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [], n = 0}}),- ("<integer> <unit-of-duration>",- Classifier{okData =- ClassData{prior = -0.13858616328614667,- unseen = -5.147494476813453,- likelihoods =- HashMap.fromList- [("week", -2.5026062268874014),- ("integer (0..19)year (grain)", -3.062222014822824),- ("integer (numeric)day (grain)", -2.743768283704289),- ("integer (0..19)second (grain) ", -3.7553691953827695),- ("integer (0..19)hour (grain)", -3.062222014822824),- ("second", -3.349904087274605),- ("integer (numeric)second (grain) ", -4.04305126783455),- ("integer (numeric)year (grain)", -3.349904087274605),- ("day", -2.4336133554004498), ("year", -2.576714199041123),- ("integer (numeric)week (grain)", -3.062222014822824),- ("integer (0..19)month (grain)", -3.5322256440685593),- ("hour", -2.6567569067146595), ("month", -3.1957534074473464),- ("integer (numeric)minute (grain)", -3.1957534074473464),- ("integer (0..19)minute (grain)", -3.062222014822824),- ("integer (numeric)month (grain)", -4.04305126783455),- ("minute", -2.5026062268874014),- ("integer (numeric)hour (grain)", -3.5322256440685593),- ("integer (0..19)day (grain)", -3.5322256440685593),- ("integer (0..19)week (grain)", -3.1957534074473464)],- n = 74},- koData =- ClassData{prior = -2.044755983691946, unseen = -3.828641396489095,- likelihoods =- HashMap.fromList- [("quarter", -3.1135153092103742), ("hour", -1.4087672169719492),- ("integer (numeric)hour (grain)", -1.4087672169719492),- ("integer (0..19)quarter (grain)", -3.1135153092103742)],- n = 11}}),- ("hhmm (latent)",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<time-of-day> am|pm",- Classifier{okData =- ClassData{prior = -0.2876820724517809, unseen = -5.342334251964811,- likelihoods =- HashMap.fromList- [("integer after|past <hour-of-day>", -3.951243718581427),- ("at <time-of-day>", -2.202043863772168),- ("from|since|after <time-of-day>", -3.7281001672672174),- ("<time-of-day> o'clock", -4.238925791033208),- ("half after|past <hour-of-day>", -4.238925791033208),- ("time-of-day (latent)", -1.7266201670570935),- ("hhmm (latent)", -4.6443908991413725),- ("hh:mm", -2.293015641977895),- ("quarter after|past <hour-of-day>", -4.6443908991413725),- ("about|exactly <time-of-day>", -4.6443908991413725),- ("until <time-of-day>", -3.951243718581427),- ("hour", -1.2104036946562264),- ("<time-of-day> sharp|exactly", -4.6443908991413725),- ("minute", -1.754019141245208)],- n = 96},- koData =- ClassData{prior = -1.3862943611198906, unseen = -4.394449154672439,- likelihoods =- HashMap.fromList- [("<integer> to|till|before <hour-of-day>", -3.283414346005772),- ("from|since|after <time-of-day>", -3.283414346005772),- ("<hour-of-day> <integer>", -3.6888794541139363),- ("time-of-day (latent)", -1.0498221244986778),- ("hour", -1.0147308046874075), ("minute", -2.772588722239781)],- n = 32}}),- ("Yom Ha'atzmaut",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("from <day-of-month> (ordinal or number) to <day-of-month> (ordinal or number) <named-month> (interval)",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.0794415416798357,- likelihoods =- HashMap.fromList- [("ordinal (digits)ordinal (digits)July", -1.252762968495368),- ("integer (numeric)integer (numeric)July", -1.252762968495368),- ("month", -0.8472978603872037)],- n = 2},- koData =- ClassData{prior = -infinity, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [], n = 0}}),- ("Thiru Onam",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Thai Pongal",- Classifier{okData =- ClassData{prior = -0.5596157879354228, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},- koData =- ClassData{prior = -0.8472978603872037,- unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),- ("Vijayadashami",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Thanksgiving Day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.5649493574615367,- likelihoods = HashMap.fromList [("", 0.0)], n = 11},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("part of <named-month>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.1972245773362196,- likelihoods =- HashMap.fromList- [("March", -0.6931471805599453), ("month", -0.6931471805599453)],- n = 3},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("a <unit-of-duration>",- Classifier{okData =- ClassData{prior = -0.5306282510621704,- unseen = -3.5553480614894135,- likelihoods =- HashMap.fromList- [("week", -2.1400661634962708),- ("year (grain)", -2.4277482359480516),- ("second", -2.833213344056216),- ("week (grain)", -2.1400661634962708),- ("day", -2.1400661634962708),- ("minute (grain)", -2.833213344056216),- ("year", -2.4277482359480516),- ("second (grain) ", -2.833213344056216),- ("minute", -2.833213344056216),- ("day (grain)", -2.1400661634962708)],- n = 10},- koData =- ClassData{prior = -0.8873031950009028, unseen = -3.367295829986474,- likelihoods =- HashMap.fromList- [("hour (grain)", -1.7227665977411035),- ("quarter", -1.9459101490553135), ("hour", -1.7227665977411035),- ("quarter (grain)", -1.9459101490553135)],- n = 7}}),- ("at the beginning|end of <year>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.3978952727983707,- likelihoods =- HashMap.fromList- [("year (latent)", -0.6931471805599453),- ("year", -0.6931471805599453)],- n = 4},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("Dhanteras",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Tu BiShvat",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Whit Monday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("hh:mm",- Classifier{okData =- ClassData{prior = -5.6352936551131744e-2,- unseen = -4.2626798770413155,- likelihoods = HashMap.fromList [("", 0.0)], n = 69},- koData =- ClassData{prior = -2.9041650800285006, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),- ("Holi",- Classifier{okData =- ClassData{prior = -0.2876820724517809,- unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -1.3862943611198906,- unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),- ("Rosh Hashanah",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Holika Dahan",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("quarter of an hour",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("second (grain) ",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("ordinals (first..twentieth,thirtieth,...)",- Classifier{okData =- ClassData{prior = -6.899287148695143e-2,- unseen = -2.772588722239781,- likelihoods = HashMap.fromList [("", 0.0)], n = 14},- koData =- ClassData{prior = -2.70805020110221, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),- ("Mawlid",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Jumu'atul-Wida",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("quarter after|past <hour-of-day>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList- [("time-of-day (latent)", -0.6931471805599453),- ("hour", -0.6931471805599453)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("the <cycle> after|before <time>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.0794415416798357,- likelihoods =- HashMap.fromList- [("day (grain)tomorrow", -1.252762968495368),- ("dayday", -0.8472978603872037),- ("day (grain)yesterday", -1.252762968495368)],- n = 2},- koData =- ClassData{prior = -infinity, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [], n = 0}}),- ("about|exactly <time-of-day>",- Classifier{okData =- ClassData{prior = -0.15415067982725836,- unseen = -3.6109179126442243,- likelihoods =- HashMap.fromList- [("week", -1.791759469228055),- ("hh(:mm) - <time-of-day> am|pm", -2.890371757896165),- ("this|last|next <cycle>", -1.791759469228055),- ("day", -2.4849066497880004),- ("time-of-day (latent)", -2.890371757896165),- ("hhmm (latent)", -2.4849066497880004),- ("<time-of-day> am|pm", -2.890371757896165),- ("hour", -2.1972245773362196),- ("next <time>", -2.890371757896165),- ("this|next <day-of-week>", -2.890371757896165),- ("minute", -2.4849066497880004)],- n = 12},- koData =- ClassData{prior = -1.9459101490553135, unseen = -2.833213344056216,- likelihoods =- HashMap.fromList- [("mm/dd", -2.0794415416798357), ("day", -2.0794415416798357),- ("time-of-day (latent)", -2.0794415416798357),- ("hour", -2.0794415416798357)],- n = 2}}),- ("Sukkot",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<day> in <duration>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.4849066497880004,- likelihoods =- HashMap.fromList- [("monthyear", -1.2992829841302609),- ("Marcha <unit-of-duration>", -1.7047480922384253),- ("March<integer> <unit-of-duration>", -1.7047480922384253),- ("Vijayadashami<integer> <unit-of-duration>",- -1.7047480922384253),- ("dayyear", -1.7047480922384253)],- n = 3},- koData =- ClassData{prior = -infinity, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [], n = 0}}),- ("World Vegan Day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("intersect by \",\", \"of\", \"from\", \"'s\"",- Classifier{okData =- ClassData{prior = -0.45547552868282576,- unseen = -5.117993812416755,- likelihoods =- HashMap.fromList- [("Wednesday<named-month> <day-of-month> (non ordinal)",- -4.418840607796598),- ("dayhour", -3.16607763930123), ("daymonth", -3.16607763930123),- ("<named-month> <day-of-month> (non ordinal)Friday",- -4.418840607796598),- ("Friday<named-month> <day-of-month> (non ordinal)",- -3.7256934272366524),- ("Wednesdayintersect", -4.418840607796598),- ("Labor Daythis|last|next <cycle>", -4.418840607796598),- ("Black Fridaythis|last|next <cycle>", -4.418840607796598),- ("<part-of-day> of <time>February", -4.418840607796598),- ("Saturday<time-of-day> am|pm", -4.418840607796598),- ("Martin Luther King's Daythis|last|next <cycle>",- -4.013375499688434),- ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",- -4.418840607796598),- ("on <date><time-of-day> am|pm", -4.418840607796598),- ("hourmonth", -4.418840607796598),- ("dayday", -2.5470384308950065),- ("the <day-of-month> (ordinal)February", -4.013375499688434),- ("WednesdayOctober", -4.418840607796598),- ("Wednesdaythis|last|next <cycle>", -4.013375499688434),- ("intersect<named-month> <day-of-month> (non ordinal)",- -3.5025498759224427),- ("dayyear", -2.7140925155581725),- ("Saturday<named-month> <day-of-month> (non ordinal)",- -4.418840607796598),- ("Thursdayhh:mm", -4.013375499688434),- ("Thanksgiving Daythis|last|next <cycle>", -4.418840607796598),- ("Memorial Daythis|last|next <cycle>", -4.418840607796598),- ("on <date><named-month> <day-of-month> (non ordinal)",- -4.013375499688434),- ("TuesdayOctober", -4.418840607796598),- ("the <day-of-month> (ordinal)March", -4.418840607796598),- ("Mondaythis|last|next <cycle>", -4.418840607796598),- ("Fridayintersect by \",\", \"of\", \"from\", \"'s\"",- -4.418840607796598),- ("Fridayintersect", -4.418840607796598),- ("Thursday<datetime> - <datetime> (interval)",- -3.7256934272366524),- ("Thursday<time-of-day> - <time-of-day> (interval)",- -3.5025498759224427),- ("Tuesdaythis|last|next <cycle>", -4.418840607796598),- ("Sunday<named-month> <day-of-month> (non ordinal)",- -4.418840607796598),- ("dayminute", -3.0325462466767075),- ("minuteday", -3.5025498759224427),- ("this|last|next <cycle>Sunday", -4.418840607796598),- ("intersectyear (latent)", -4.418840607796598),- ("Sundaythis|last|next <cycle>", -4.418840607796598),- ("weekday", -4.418840607796598),- ("dayweek", -3.3202283191284883),- ("Thursday<time-of-day> am|pm", -4.418840607796598),- ("Monday<named-month> <day-of-month> (non ordinal)",- -4.013375499688434),- ("<named-month> <day-of-month> (non ordinal)year (latent)",- -4.013375499688434)],- n = 52},- koData =- ClassData{prior = -1.0055218656020977, unseen = -4.812184355372417,- likelihoods =- HashMap.fromList- [("week-endJuly", -4.110873864173311),- ("week-endOctober", -3.417726683613366),- ("daymonth", -1.9136492868370918),- ("TuesdaySeptember", -4.110873864173311),- ("Wednesdayintersect", -4.110873864173311),- ("hourmonth", -3.012261575505202),- ("Fridaythis|last|next <cycle>", -4.110873864173311),- ("SundayFebruary", -4.110873864173311),- ("WednesdayOctober", -4.110873864173311),- ("week-endintersect", -4.110873864173311),- ("dayyear", -4.110873864173311),- ("FridayJuly", -3.7054087560651467),- ("FridaySeptember", -4.110873864173311),- ("WednesdayFebruary", -4.110873864173311),- ("minutemonth", -3.1945831322991562),- ("SundayMarch", -4.110873864173311),- ("MondayFebruary", -3.7054087560651467),- ("Fridayintersect", -4.110873864173311),- ("Thursday<time-of-day> - <time-of-day> (interval)",- -3.7054087560651467),- ("dayminute", -3.417726683613366),- ("SaturdaySeptember", -4.110873864173311),- ("intersectSeptember", -3.1945831322991562),- ("MondayMarch", -4.110873864173311),- ("on <date>September", -3.7054087560651467),- ("Tuesdayintersect", -4.110873864173311),- ("Sundayintersect", -4.110873864173311)],- n = 30}}),- ("last <time>",- Classifier{okData =- ClassData{prior = -0.4595323293784402,- unseen = -3.6635616461296463,- likelihoods =- HashMap.fromList- [("Father's Day", -2.9444389791664407),- ("Martin Luther King's Day", -2.9444389791664407),- ("Cyber Monday", -2.9444389791664407),- ("Memorial Day", -2.9444389791664407),- ("Mother's Day", -2.9444389791664407),- ("day", -1.1526795099383855), ("Sunday", -2.9444389791664407),- ("Chinese New Year", -2.538973871058276),- ("Thanksgiving Day", -2.9444389791664407),- ("Easter Sunday", -2.9444389791664407),- ("hour", -2.9444389791664407), ("Tuesday", -2.9444389791664407),- ("week-end", -2.9444389791664407)],- n = 12},- koData =- ClassData{prior = -0.9985288301111273, unseen = -3.367295829986474,- likelihoods =- HashMap.fromList- [("Monday", -2.639057329615259), ("day", -2.2335922215070942),- ("Sunday", -2.639057329615259), ("hour", -1.540445040947149),- ("week-end", -1.540445040947149)],- n = 7}}),- ("March",- Classifier{okData =- ClassData{prior = 0.0, unseen = -3.044522437723423,- likelihoods = HashMap.fromList [("", 0.0)], n = 19},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<named-month>|<named-day> <day-of-month> (ordinal)",- Classifier{okData =- ClassData{prior = -0.2231435513142097, unseen = -3.258096538021482,- likelihoods =- HashMap.fromList- [("Octoberordinal (digits)", -2.120263536200091),- ("Thursdayordinal (digits)", -2.5257286443082556),- ("day", -2.120263536200091),- ("Augustordinal (digits)", -2.5257286443082556),- ("Marchordinals (first..twentieth,thirtieth,...)",- -2.120263536200091),- ("Tuesdayordinal (digits)", -2.5257286443082556),- ("month", -1.2729656758128873),- ("Marchordinal (digits)", -2.5257286443082556)],- n = 8},- koData =- ClassData{prior = -1.6094379124341003, unseen = -2.639057329615259,- likelihoods =- HashMap.fromList- [("from|since|after <time-of-day>ordinal (digits)",- -1.8718021769015913),- ("Augustordinal (digits)", -1.8718021769015913),- ("month", -1.466337068793427)],- n = 2}}),- ("Labor Day weekend",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Clean Monday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<day-of-month> (ordinal)",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.9459101490553135,- likelihoods = HashMap.fromList [("ordinal (digits)", 0.0)], n = 5},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Veterans Day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Easter Sunday",- Classifier{okData =- ClassData{prior = -0.2876820724517809,- unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6},- koData =- ClassData{prior = -1.3862943611198906,- unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),- ("Christmas",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.4849066497880004,- likelihoods = HashMap.fromList [("", 0.0)], n = 10},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("until <time-of-day>",- Classifier{okData =- ClassData{prior = -0.9808292530117262, unseen = -3.044522437723423,- likelihoods =- HashMap.fromList- [("time-of-day (latent)", -2.3025850929940455),- ("<time-of-day> am|pm", -1.6094379124341003),- ("hh:mm", -1.8971199848858813), ("hour", -1.8971199848858813),- ("minute", -1.3862943611198906)],- n = 6},- koData =- ClassData{prior = -0.4700036292457356, unseen = -3.367295829986474,- likelihoods =- HashMap.fromList- [("intersect", -1.7227665977411035),- ("yesterday", -2.2335922215070942),- ("day", -2.2335922215070942), ("hh:mm", -1.7227665977411035),- ("hour", -2.639057329615259), ("minute", -1.252762968495368)],- n = 10}}),- ("mm.dd.yyyy",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Isra and Mi'raj",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<duration> after|before|from <time>",- Classifier{okData =- ClassData{prior = -0.3184537311185346,- unseen = -3.5263605246161616,- likelihoods =- HashMap.fromList- [("a <unit-of-duration>now", -2.803360380906535),- ("a <unit-of-duration>Christmas", -2.803360380906535),- ("dayday", -2.803360380906535),- ("<integer> <unit-of-duration>today", -2.803360380906535),- ("daysecond", -2.803360380906535),- ("a <unit-of-duration>right now", -2.803360380906535),- ("minutenograin", -2.803360380906535),- ("<integer> <unit-of-duration>Christmas", -2.803360380906535),- ("<integer> <unit-of-duration>Easter Sunday",- -2.803360380906535),- ("secondnograin", -2.803360380906535),- ("yearday", -2.1102132003465894),- ("daynograin", -2.803360380906535),- ("<integer> <unit-of-duration>now", -2.3978952727983707)],- n = 8},- koData =- ClassData{prior = -1.2992829841302609,- unseen = -3.1780538303479458,- likelihoods =- HashMap.fromList- [("dayhour", -2.4423470353692043),- ("<integer> <unit-of-duration><day-of-month> (ordinal)",- -2.4423470353692043),- ("dayday", -2.03688192726104),- ("<integer> <unit-of-duration>time-of-day (latent)",- -2.4423470353692043),- ("<integer> <unit-of-duration><day-of-month> (ordinal or number) <named-month>",- -2.4423470353692043)],- n = 3}}),- ("<day-of-month> (ordinal or number) of <month>",- Classifier{okData =- ClassData{prior = -8.004270767353637e-2,- unseen = -3.5263605246161616,- likelihoods =- HashMap.fromList- [("ordinal (digits)July", -2.803360380906535),- ("ordinals (first..twentieth,thirtieth,...)March",- -2.803360380906535),- ("ordinal (digits)this|last|next <cycle>", -2.1102132003465894),- ("integer (numeric)this|last|next <cycle>",- -2.3978952727983707),- ("ordinal (digits)February", -2.803360380906535),- ("integer (numeric)February", -2.3978952727983707),- ("month", -0.9315582040049435),- ("ordinal (digits)March", -2.803360380906535),- ("integer (numeric)July", -2.803360380906535)],- n = 12},- koData =- ClassData{prior = -2.5649493574615367,- unseen = -2.4849066497880004,- likelihoods =- HashMap.fromList- [("ordinal (digits)February", -1.7047480922384253),- ("month", -1.7047480922384253)],- n = 1}}),- ("Independence Day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("decimal number",- Classifier{okData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0},- koData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),- ("Naraka Chaturdashi",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("beginning of month",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("next <time>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -3.6109179126442243,- likelihoods =- HashMap.fromList- [("Martin Luther King's Day", -2.890371757896165),- ("Halloween", -2.890371757896165),- ("Wednesday", -2.890371757896165),- ("Boss's Day", -2.890371757896165),- ("Memorial Day", -2.890371757896165),- ("Monday", -2.890371757896165),- ("Mother's Day", -2.890371757896165),- ("day", -1.0986122886681098),- ("Thanksgiving Day", -2.890371757896165),- ("March", -2.890371757896165), ("month", -2.890371757896165),- ("Tuesday", -2.1972245773362196)],- n = 12},- koData =- ClassData{prior = -infinity, unseen = -2.5649493574615367,- likelihoods = HashMap.fromList [], n = 0}}),- ("<time-of-day> sharp|exactly",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.890371757896165,- likelihoods =- HashMap.fromList- [("at <time-of-day>", -2.1400661634962708),- ("time-of-day (latent)", -2.1400661634962708),- ("hhmm (latent)", -2.1400661634962708),- ("<time-of-day> am|pm", -2.1400661634962708),- ("hh:mm", -2.1400661634962708), ("hour", -1.7346010553881064),- ("minute", -1.4469189829363254)],- n = 5},- koData =- ClassData{prior = -infinity, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [], n = 0}}),- ("in <named-month>|year",- Classifier{okData =- ClassData{prior = -0.2876820724517809,- unseen = -3.1780538303479458,- likelihoods =- HashMap.fromList- [("October", -2.4423470353692043),- ("year (latent)", -1.0560526742493137),- ("year", -1.0560526742493137), ("March", -2.4423470353692043),- ("month", -2.03688192726104)],- n = 9},- koData =- ClassData{prior = -1.3862943611198906,- unseen = -2.4849066497880004,- likelihoods =- HashMap.fromList- [("October", -1.2992829841302609),- ("year (latent)", -1.7047480922384253),- ("year", -1.7047480922384253), ("month", -1.2992829841302609)],- n = 3}}),- ("Islamic New Year",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Lent",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("negative numbers",- Classifier{okData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0},- koData =- ClassData{prior = 0.0, unseen = -3.332204510175204,- likelihoods =- HashMap.fromList- [("integer (numeric)", -7.696104113612832e-2),- ("integer (0..19)", -2.6026896854443837)],- n = 25}}),- ("about|exactly <duration>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList- [("half an hour", -0.6931471805599453),- ("minute", -0.6931471805599453)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("<time> before last|after next",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.639057329615259,- likelihoods =- HashMap.fromList- [("Wednesday", -1.8718021769015913),- ("Friday", -1.466337068793427), ("day", -1.1786549963416462),- ("March", -1.8718021769015913), ("month", -1.8718021769015913)],- n = 4},- koData =- ClassData{prior = -infinity, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [], n = 0}}),- ("by the end of <time>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList- [("this|last|next <cycle>", -0.6931471805599453),- ("month", -0.6931471805599453)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("hhmm (military) am|pm",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<datetime> - <datetime> (interval)",- Classifier{okData =- ClassData{prior = -0.3794896217049037, unseen = -4.304065093204169,- likelihoods =- HashMap.fromList- [("intersecthh:mm", -3.1918471524802814),- ("intersect<time-of-day> am|pm", -3.1918471524802814),- ("minuteminute", -1.457246097092175),- ("hh:mmhh:mm", -2.093234863812172),- ("dayday", -3.1918471524802814),- ("hourhour", -2.093234863812172),- ("<named-month> <day-of-month> (non ordinal)<named-month> <day-of-month> (non ordinal)",- -3.1918471524802814),- ("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",- -3.1918471524802814),- ("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",- -3.597312260588446),- ("from|since|after <time-of-day><time-of-day> am|pm",- -3.597312260588446),- ("<time-of-day> am|pm<time-of-day> am|pm", -2.681021528714291),- ("from|since|after <time-of-day>hh:mm", -2.681021528714291)],- n = 26},- koData =- ClassData{prior = -1.1526795099383855, unseen = -3.828641396489095,- likelihoods =- HashMap.fromList- [("<named-month> <day-of-month> (non ordinal)July",- -3.1135153092103742),- ("daymonth", -2.70805020110221),- ("from|since|after <time-of-day>intersect", -2.70805020110221),- ("<time-of-day> am|pmintersect", -3.1135153092103742),- ("hh:mm<time-of-day> am|pm", -2.70805020110221),- ("minuteminute", -1.8607523407150064),- ("hourhour", -2.70805020110221),- ("minutehour", -2.70805020110221),- ("hh:mmintersect", -2.1972245773362196),- ("<named-month> <day-of-month> (non ordinal)August",- -3.1135153092103742),- ("about|exactly <time-of-day><time-of-day> am|pm",- -3.1135153092103742)],- n = 12}}),- ("Tuesday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.639057329615259,- likelihoods = HashMap.fromList [("", 0.0)], n = 12},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("New Year's Day",- Classifier{okData =- ClassData{prior = -1.6094379124341003,- unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -0.2231435513142097,- unseen = -2.3025850929940455,- likelihoods = HashMap.fromList [("", 0.0)], n = 8}}),- ("fortnight",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Memorial Day weekend",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<integer> and an half hour",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Laylat al-Qadr",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Boghi",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("at the beginning|end of <named-month>",- Classifier{okData =- ClassData{prior = -0.2231435513142097,- unseen = -2.5649493574615367,- likelihoods =- HashMap.fromList- [("January", -1.3862943611198906),- ("April", -1.3862943611198906), ("month", -0.8754687373538999)],- n = 4},- koData =- ClassData{prior = -1.6094379124341003,- unseen = -1.9459101490553135,- likelihoods =- HashMap.fromList- [("October", -1.0986122886681098),- ("month", -1.0986122886681098)],- n = 1}}),- ("<time-of-day> - <time-of-day> (interval)",- Classifier{okData =- ClassData{prior = -0.7375989431307791, unseen = -4.110873864173311,- likelihoods =- HashMap.fromList- [("minuteminute", -1.529395204760564),- ("hh:mmhh:mm", -1.8971199848858813),- ("<time-of-day> am|pmtime-of-day (latent)",- -2.4849066497880004),- ("hourhour", -1.6964492894237302),- ("from|since|after <time-of-day>time-of-day (latent)",- -3.4011973816621555),- ("from|since|after <time-of-day><time-of-day> am|pm",- -3.4011973816621555),- ("<time-of-day> am|pm<time-of-day> am|pm", -2.4849066497880004),- ("from|since|after <time-of-day>hh:mm", -2.4849066497880004)],- n = 22},- koData =- ClassData{prior = -0.6505875661411494, unseen = -4.174387269895637,- likelihoods =- HashMap.fromList- [("about|exactly <time-of-day>time-of-day (latent)",- -3.4657359027997265),- ("hh:mmtime-of-day (latent)", -1.7609878105613013),- ("hh:mm<time-of-day> am|pm", -3.0602707946915624),- ("<time-of-day> am|pmtime-of-day (latent)",- -3.4657359027997265),- ("at <time-of-day><time-of-day> am|pm", -3.4657359027997265),- ("hourhour", -2.2129729343043585),- ("minutehour", -1.2144441041932315),- ("about|exactly <time-of-day><time-of-day> am|pm",- -3.4657359027997265),- ("from|since|after <time-of-day>time-of-day (latent)",- -2.5494451709255714),- ("at <time-of-day>time-of-day (latent)", -3.0602707946915624),- ("<integer> to|till|before <hour-of-day>time-of-day (latent)",- -3.0602707946915624)],- n = 24}}),- ("military spelled out numbers am|pm",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods =- HashMap.fromList [("integer (0..19)integer (20..90)", 0.0)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("winter",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("nth <time> after <time>",- Classifier{okData =- ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,- likelihoods =- HashMap.fromList- [("dayday", -0.916290731874155),- ("ordinals (first..twentieth,thirtieth,...)Tuesdayintersect",- -0.916290731874155)],- n = 1},- koData =- ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,- likelihoods =- HashMap.fromList- [("dayday", -0.916290731874155),- ("ordinals (first..twentieth,thirtieth,...)TuesdayChristmas",- -0.916290731874155)],- n = 1}}),- ("<named-month> <day-of-month> (non ordinal)",- Classifier{okData =- ClassData{prior = -0.42121346507630353,- unseen = -3.951243718581427,- likelihoods =- HashMap.fromList- [("Augustinteger (numeric)", -2.5455312716044354),- ("Marchinteger (numeric)", -2.833213344056216),- ("Aprilinteger (numeric)", -3.2386784521643803),- ("month", -0.8407831793660099),- ("Februaryinteger (numeric)", -1.9859154836690123),- ("Septemberinteger (numeric)", -2.833213344056216),- ("Octoberinteger (numeric)", -2.833213344056216),- ("Julyinteger (numeric)", -2.1400661634962708)],- n = 21},- koData =- ClassData{prior = -1.067840630001356, unseen = -3.4657359027997265,- likelihoods =- HashMap.fromList- [("Augustinteger (numeric)", -2.3353749158170367),- ("Marchinteger (numeric)", -2.740840023925201),- ("Aprilinteger (numeric)", -2.740840023925201),- ("month", -0.9490805546971459),- ("from|since|after <time-of-day>integer (numeric)",- -2.3353749158170367),- ("Julyinteger (numeric)", -1.6422277352570913)],- n = 11}}),- ("President's Day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.9459101490553135,- likelihoods = HashMap.fromList [("", 0.0)], n = 5},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Diwali",- Classifier{okData =- ClassData{prior = -0.2876820724517809,- unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -1.3862943611198906,- unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),- ("last night",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("this|next <day-of-week>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.995732273553991,- likelihoods =- HashMap.fromList- [("Thursday", -2.2512917986064953),- ("Wednesday", -2.2512917986064953),- ("Monday", -1.845826690498331), ("day", -0.8649974374866046),- ("Tuesday", -1.55814461804655)],- n = 7},- koData =- ClassData{prior = -infinity, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [], n = 0}}),- ("ordinal (digits)",- Classifier{okData =- ClassData{prior = 0.0, unseen = -3.6635616461296463,- likelihoods = HashMap.fromList [("", 0.0)], n = 37},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("quarter (grain)",- Classifier{okData =- ClassData{prior = -0.2876820724517809, unseen = -2.639057329615259,- likelihoods = HashMap.fromList [("", 0.0)], n = 12},- koData =- ClassData{prior = -1.3862943611198906, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),- ("last <cycle> of <time>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.9444389791664407,- likelihoods =- HashMap.fromList- [("day (grain)October", -1.791759469228055),- ("daymonth", -1.2809338454620642),- ("day (grain)intersect", -1.791759469228055),- ("weekmonth", -1.791759469228055),- ("week (grain)intersect", -2.1972245773362196),- ("week (grain)September", -2.1972245773362196)],- n = 6},- koData =- ClassData{prior = -infinity, unseen = -1.9459101490553135,- likelihoods = HashMap.fromList [], n = 0}}),- ("Chhath",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Vasant Panchami",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<day-of-month>(ordinal) <named-month> year",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList- [("ordinal (digits)April", -0.6931471805599453),- ("month", -0.6931471805599453)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("Black Friday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Labor Day",- Classifier{okData =- ClassData{prior = -0.2876820724517809,- unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -1.3862943611198906,- unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),- ("week-end",- Classifier{okData =- ClassData{prior = -1.5040773967762742,- unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -0.25131442828090605,- unseen = -2.1972245773362196,- likelihoods = HashMap.fromList [("", 0.0)], n = 7}}),- ("Great Lent",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Maundy Thursday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("day (grain)",- Classifier{okData =- ClassData{prior = 0.0, unseen = -3.295836866004329,- likelihoods = HashMap.fromList [("", 0.0)], n = 25},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("right now",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("for <duration> from <time>",- Classifier{okData =- ClassData{prior = -0.40546510810816444,- unseen = -2.3025850929940455,- likelihoods =- HashMap.fromList- [("<integer> <unit-of-duration><day-of-month> (ordinal)",- -1.5040773967762742),- ("dayday", -1.0986122886681098),- ("<integer> <unit-of-duration><day-of-month> (ordinal or number) <named-month>",- -1.5040773967762742)],- n = 2},- koData =- ClassData{prior = -1.0986122886681098,- unseen = -2.0794415416798357,- likelihoods =- HashMap.fromList- [("dayhour", -1.252762968495368),- ("<integer> <unit-of-duration>time-of-day (latent)",- -1.252762968495368)],- n = 1}}),- ("compose by multiplication",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList [("integer (0..19)powers of tens", 0.0)],- n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("end of year",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.4849066497880004,- likelihoods = HashMap.fromList [("", 0.0)], n = 10},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("between <time> and <time>",- Classifier{okData =- ClassData{prior = -1.0986122886681098,- unseen = -3.1780538303479458,- likelihoods =- HashMap.fromList- [("minuteminute", -0.832909122935104),- ("hh:mmhh:mm", -0.832909122935104)],- n = 9},- koData =- ClassData{prior = -0.40546510810816444,- unseen = -3.7376696182833684,- likelihoods =- HashMap.fromList- [("hh:mmtime-of-day (latent)", -1.410986973710262),- ("minuteminute", -1.410986973710262),- ("minutehour", -1.410986973710262),- ("hh:mmintersect", -1.410986973710262)],- n = 18}}),- ("<month> dd-dd (interval)",- Classifier{okData =- ClassData{prior = 0.0, unseen = -3.4657359027997265,- likelihoods =- HashMap.fromList- [("Julyinteger (numeric)integer (numeric)", -1.6422277352570913),- ("from|since|after <time-of-day>ordinal (digits)ordinal (digits)",- -2.740840023925201),- ("from|since|after <time-of-day>integer (numeric)integer (numeric)",- -2.740840023925201),- ("from|since|after <time-of-day>ordinal (digits)integer (numeric)",- -2.740840023925201),- ("Augustordinal (digits)integer (numeric)",- -2.3353749158170367),- ("month", -0.8690378470236094),- ("Augustordinal (digits)ordinal (digits)",- -2.3353749158170367)],- n = 12},- koData =- ClassData{prior = -infinity, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [], n = 0}}),- ("part of days",- Classifier{okData =- ClassData{prior = -3.509131981127006e-2,- unseen = -3.4011973816621555,- likelihoods = HashMap.fromList [("", 0.0)], n = 28},- koData =- ClassData{prior = -3.367295829986474, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),+ ClassData{prior = -8.961215868968717e-2,+ unseen = -3.5263605246161616,+ likelihoods = HashMap.fromList [("", 0.0)], n = 32},+ koData =+ ClassData{prior = -2.456735772821304, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),+ ("integer (numeric)",+ Classifier{okData =+ ClassData{prior = -0.5682888691888516, unseen = -5.799092654460526,+ likelihoods = HashMap.fromList [("", 0.0)], n = 328},+ koData =+ ClassData{prior = -0.8358495384412113, unseen = -5.53338948872752,+ likelihoods = HashMap.fromList [("", 0.0)], n = 251}}),+ ("<year> (bc|ad)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],+ n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<duration> hence|ago",+ Classifier{okData =+ ClassData{prior = -0.10536051565782628,+ unseen = -3.784189633918261,+ likelihoods =+ HashMap.fromList+ [("week", -1.563975538357343), ("day", -1.8152899666382492),+ ("year", -2.662587827025453),+ ("<integer> <unit-of-duration>", -1.0531499145913523),+ ("a <unit-of-duration>", -2.662587827025453),+ ("month", -2.662587827025453),+ ("fortnight", -2.662587827025453)],+ n = 18},+ koData =+ ClassData{prior = -2.3025850929940455,+ unseen = -2.4849066497880004,+ likelihoods =+ HashMap.fromList+ [("year", -1.2992829841302609),+ ("<integer> <unit-of-duration>", -1.2992829841302609)],+ n = 2}}),+ ("noon|midnight|EOD|end of day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [("", 0.0)], n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("quarter to|till|before <hour-of-day>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("noon|midnight|EOD|end of day", -0.6931471805599453),+ ("hour", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Father's Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<cycle> after|before <time>",+ Classifier{okData =+ ClassData{prior = -0.6931471805599453, unseen = -2.833213344056216,+ likelihoods =+ HashMap.fromList+ [("day (grain)tomorrow", -1.6739764335716716),+ ("dayday", -1.1631508098056809),+ ("day (grain)yesterday", -1.6739764335716716)],+ n = 4},+ koData =+ ClassData{prior = -0.6931471805599453, unseen = -2.833213344056216,+ likelihoods =+ HashMap.fromList+ [("dayhour", -1.6739764335716716),+ ("year (grain)Christmas", -2.0794415416798357),+ ("dayday", -2.0794415416798357),+ ("day (grain)intersect", -1.6739764335716716),+ ("day (grain)Easter Sunday", -2.0794415416798357),+ ("yearday", -2.0794415416798357)],+ n = 4}}),+ ("Easter Monday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Navaratri",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Martin Luther King's Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.3025850929940455,+ likelihoods = HashMap.fromList [("", 0.0)], n = 8},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("integer (20..90)",+ Classifier{okData =+ ClassData{prior = -0.6931471805599453,+ unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -0.6931471805599453,+ unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),+ ("Shemini Atzeret",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Ramadan",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Lazarus Saturday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("intersect 2 numbers",+ Classifier{okData =+ ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,+ likelihoods =+ HashMap.fromList+ [("compose by multiplicationinteger (0..19)",+ -0.2231435513142097)],+ n = 3},+ koData =+ ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,+ likelihoods =+ HashMap.fromList+ [("powers of tensinteger (0..19)", -0.2231435513142097)],+ n = 3}}),+ ("mm/yyyy",+ Classifier{okData =+ ClassData{prior = -0.6931471805599453,+ unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -0.6931471805599453,+ unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),+ ("from|since|after <time>",+ Classifier{okData =+ ClassData{prior = -1.540445040947149, unseen = -4.248495242049359,+ likelihoods =+ HashMap.fromList+ [("<day-of-month> (ordinal or number) <named-month>",+ -3.5409593240373143),+ ("July", -3.5409593240373143),+ ("year (latent)", -3.1354942159291497),+ ("day", -3.1354942159291497),+ ("time-of-day (latent)", -2.624668592163159),+ ("year", -3.1354942159291497),+ ("<time-of-day> am|pm", -2.624668592163159),+ ("hh:mm", -2.624668592163159),+ ("<day-of-month> (ordinal)", -3.5409593240373143),+ ("hour", -2.03688192726104), ("month", -3.1354942159291497),+ ("minute", -2.624668592163159),+ ("August", -3.5409593240373143)],+ n = 18},+ koData =+ ClassData{prior = -0.2411620568168881, unseen = -5.111987788356543,+ likelihoods =+ HashMap.fromList+ [("<integer> to|till|before <hour-of-day>", -4.007333185232471),+ ("week", -4.412798293340635),+ ("<day-of-month> (ordinal or number) <named-month>",+ -4.412798293340635),+ ("today", -4.412798293340635),+ ("intersect", -2.540996116439044),+ ("<time> for <duration>", -4.412798293340635),+ ("second", -4.412798293340635), ("now", -3.71965111278069),+ ("tomorrow", -4.007333185232471),+ ("this|last|next <cycle>", -4.412798293340635),+ ("day", -1.927891643552635),+ ("time-of-day (latent)", -2.6210388241125804),+ ("<time-of-day> am|pm", -4.007333185232471),+ ("nograin", -3.71965111278069),+ ("<named-month>|<named-day> <day-of-month> (ordinal)",+ -4.412798293340635),+ ("<day-of-month> (ordinal)", -4.007333185232471),+ ("Easter Sunday", -4.412798293340635),+ ("Christmas", -3.71965111278069), ("hour", -2.3978952727983707),+ ("month", -4.412798293340635),+ ("<datetime> - <datetime> (interval)", -3.1600353248452673),+ ("<time-of-day> - <time-of-day> (interval)",+ -2.908720896564361),+ ("<named-month> <day-of-month> (non ordinal)",+ -4.007333185232471),+ ("minute", -1.927891643552635),+ ("right now", -4.412798293340635),+ ("<month> dd-dd (interval)", -3.71965111278069),+ ("part of days", -4.412798293340635),+ ("dd-dd <month> (interval)", -4.007333185232471)],+ n = 66}}),+ ("integer after|past <hour-of-day>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.3025850929940455,+ likelihoods =+ HashMap.fromList+ [("hour", -0.8109302162163288),+ ("integer (numeric)time-of-day (latent)", -1.0986122886681098),+ ("integer (20..90)time-of-day (latent)", -1.5040773967762742)],+ n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<ordinal> last <cycle> of <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.4011973816621555,+ likelihoods =+ HashMap.fromList+ [("ordinals (first..twentieth,thirtieth,...)week (grain)year (latent)",+ -2.268683541318364),+ ("daymonth", -2.268683541318364),+ ("ordinal (digits)day (grain)May", -2.6741486494265287),+ ("ordinals (first..twentieth,thirtieth,...)week (grain)intersect",+ -2.6741486494265287),+ ("weekmonth", -1.7578579175523736),+ ("ordinal (digits)week (grain)October", -2.6741486494265287),+ ("ordinal (digits)week (grain)intersect", -2.6741486494265287),+ ("ordinal (digits)week (grain)year (latent)",+ -2.6741486494265287),+ ("weekyear", -1.9810014688665833),+ ("ordinals (first..twentieth,thirtieth,...)week (grain)October",+ -2.6741486494265287),+ ("ordinals (first..twentieth,thirtieth,...)day (grain)May",+ -2.6741486494265287)],+ n = 9},+ koData =+ ClassData{prior = -infinity, unseen = -2.4849066497880004,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Yom HaShoah",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<day-of-month> (ordinal or number) <named-month>",+ Classifier{okData =+ ClassData{prior = -1.0296194171811581,+ unseen = -3.0910424533583156,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)December", -1.6582280766035324),+ ("ordinal (digits)February", -2.3513752571634776),+ ("integer (numeric)April", -2.3513752571634776),+ ("month", -1.252762968495368)],+ n = 5},+ koData =+ ClassData{prior = -0.4418327522790392,+ unseen = -3.4011973816621555,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)October", -2.6741486494265287),+ ("ordinal (digits)July", -2.6741486494265287),+ ("integer (numeric)September", -2.268683541318364),+ ("ordinal (digits)August", -2.6741486494265287),+ ("integer (numeric)August", -2.6741486494265287),+ ("ordinal (digits)April", -2.6741486494265287),+ ("month", -1.0647107369924282),+ ("integer (numeric)July", -2.268683541318364)],+ n = 9}}),+ ("<time> <part-of-day>",+ Classifier{okData =+ ClassData{prior = -9.237332013101517e-2,+ unseen = -4.48863636973214,+ likelihoods =+ HashMap.fromList+ [("<day-of-month> (ordinal)in|during the <part-of-day>",+ -3.784189633918261),+ ("dayhour", -1.4816045409242156),+ ("Mondayearly morning", -3.378724525810097),+ ("time-of-day (latent)tonight", -3.378724525810097),+ ("hourhour", -2.3978952727983707),+ ("<time-of-day> o'clockin|during the <part-of-day>",+ -3.784189633918261),+ ("todaypart of days", -3.784189633918261),+ ("minutehour", -2.6855773452501515),+ ("at <time-of-day>in|during the <part-of-day>",+ -3.378724525810097),+ ("time-of-day (latent)this <part-of-day>", -3.784189633918261),+ ("Mondayin|during the <part-of-day>", -3.784189633918261),+ ("intersectpart of days", -3.784189633918261),+ ("intersectin|during the <part-of-day>", -3.784189633918261),+ ("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",+ -3.784189633918261),+ ("the <day-of-month> (ordinal)in|during the <part-of-day>",+ -3.784189633918261),+ ("tomorrowpart of days", -2.3978952727983707),+ ("hh:mmin|during the <part-of-day>", -3.0910424533583156),+ ("time-of-day (latent)in|during the <part-of-day>",+ -3.784189633918261),+ ("hhmm (latent)in|during the <part-of-day>",+ -3.784189633918261),+ ("yesterdaypart of days", -3.378724525810097),+ ("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",+ -3.784189633918261),+ ("Mondaypart of days", -3.784189633918261)],+ n = 31},+ koData =+ ClassData{prior = -2.4277482359480516,+ unseen = -3.4965075614664802,+ likelihoods =+ HashMap.fromList+ [("yearhour", -2.772588722239781),+ ("monthhour", -2.772588722239781),+ ("hourhour", -2.772588722239781),+ ("year (latent)in|during the <part-of-day>",+ -2.772588722239781),+ ("Februaryin|during the <part-of-day>", -2.772588722239781),+ ("time-of-day (latent)in|during the <part-of-day>",+ -2.772588722239781)],+ n = 3}}),+ ("Cyber Monday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("today",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [("", 0.0)], n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("mm/dd",+ Classifier{okData =+ ClassData{prior = -1.2729656758128873,+ unseen = -2.1972245773362196,+ likelihoods = HashMap.fromList [("", 0.0)], n = 7},+ koData =+ ClassData{prior = -0.3285040669720361, unseen = -2.995732273553991,+ likelihoods = HashMap.fromList [("", 0.0)], n = 18}}),+ ("at <time-of-day>",+ Classifier{okData =+ ClassData{prior = -8.4557388028063e-2, unseen = -5.003946305945459,+ likelihoods =+ HashMap.fromList+ [("<time> timezone", -3.898599985096005),+ ("noon|midnight|EOD|end of day", -3.898599985096005),+ ("integer after|past <hour-of-day>", -3.898599985096005),+ ("half after|past <hour-of-day>", -4.304065093204169),+ ("time-of-day (latent)", -1.6650077635889111),+ ("hhmm (latent)", -3.6109179126442243),+ ("<time-of-day> am|pm", -1.7783364488959144),+ ("hh:mm", -3.3877743613300146),+ ("about|exactly <time-of-day>", -3.898599985096005),+ ("hour", -1.0459685551826876),+ ("<time-of-day> sharp|exactly", -4.304065093204169),+ ("minute", -2.10684051586795)],+ n = 68},+ koData =+ ClassData{prior = -2.512305623976115, unseen = -3.2188758248682006,+ likelihoods =+ HashMap.fromList+ [("time-of-day (latent)", -1.2321436812926323),+ ("hour", -1.2321436812926323)],+ n = 6}}),+ ("December",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("absorption of , after named day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.332204510175204,+ likelihoods =+ HashMap.fromList+ [("on <date>", -2.1972245773362196),+ ("Wednesday", -2.6026896854443837),+ ("Saturday", -2.6026896854443837),+ ("Monday", -2.1972245773362196),+ ("Friday", -1.9095425048844386), ("day", -0.8979415932059586),+ ("Sunday", -2.6026896854443837)],+ n = 10},+ koData =+ ClassData{prior = -infinity, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("September",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("tonight",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("last|past|next <duration>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -4.2626798770413155,+ likelihoods =+ HashMap.fromList+ [("week", -2.456735772821304), ("second", -2.639057329615259),+ ("day", -2.3025850929940455), ("year", -2.639057329615259),+ ("<integer> <unit-of-duration>", -0.7827593392496325),+ ("hour", -2.639057329615259), ("month", -2.639057329615259),+ ("minute", -2.639057329615259)],+ n = 31},+ koData =+ ClassData{prior = -infinity, unseen = -2.1972245773362196,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("the ides of <named-month>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("March", -0.6931471805599453), ("month", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("on <date>",+ Classifier{okData =+ ClassData{prior = -0.13353139262452263,+ unseen = -4.204692619390966,+ likelihoods =+ HashMap.fromList+ [("Thursday", -1.4816045409242156),+ ("mm/dd", -3.4965075614664802),+ ("absorption of , after named day", -3.0910424533583156),+ ("intersect", -3.0910424533583156),+ ("Saturday", -2.803360380906535),+ ("Friday", -3.4965075614664802), ("day", -0.8574502318512216),+ ("the <day-of-month> (ordinal)", -3.0910424533583156),+ ("intersect by \",\", \"of\", \"from\", \"'s\"",+ -2.803360380906535),+ ("hour", -3.4965075614664802)],+ n = 28},+ koData =+ ClassData{prior = -2.0794415416798357,+ unseen = -2.9444389791664407,+ likelihoods =+ HashMap.fromList+ [("intersect", -1.791759469228055), ("day", -1.2809338454620642),+ ("intersect by \",\", \"of\", \"from\", \"'s\"",+ -1.791759469228055)],+ n = 4}}),+ ("integer (0..19)",+ Classifier{okData =+ ClassData{prior = -0.10919929196499197,+ unseen = -3.9889840465642745,+ likelihoods = HashMap.fromList [("", 0.0)], n = 52},+ koData =+ ClassData{prior = -2.268683541318364, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6}}),+ ("between <time-of-day> and <time-of-day> (interval)",+ Classifier{okData =+ ClassData{prior = -0.6931471805599453,+ unseen = -3.1354942159291497,+ likelihoods =+ HashMap.fromList+ [("minuteminute", -0.7884573603642702),+ ("hh:mmhh:mm", -0.7884573603642702)],+ n = 9},+ koData =+ ClassData{prior = -0.6931471805599453,+ unseen = -3.1354942159291497,+ likelihoods =+ HashMap.fromList+ [("hh:mmtime-of-day (latent)", -0.7884573603642702),+ ("minutehour", -0.7884573603642702)],+ n = 9}}),+ ("Halloween",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Passover",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("from <month> dd-dd (interval)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.3978952727983707,+ likelihoods =+ HashMap.fromList+ [("Julyinteger (numeric)integer (numeric)", -1.6094379124341003),+ ("Augustordinal (digits)integer (numeric)",+ -1.6094379124341003),+ ("month", -0.916290731874155),+ ("Augustordinal (digits)ordinal (digits)",+ -1.6094379124341003)],+ n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("October",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.995732273553991,+ likelihoods = HashMap.fromList [("", 0.0)], n = 18},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("month (grain)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.833213344056216,+ likelihoods = HashMap.fromList [("", 0.0)], n = 15},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<integer> more <unit-of-duration>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)minute (grain)", -0.6931471805599453),+ ("minute", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<time-of-day> o'clock",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.1972245773362196,+ likelihoods =+ HashMap.fromList+ [("time-of-day (latent)", -0.6931471805599453),+ ("hour", -0.6931471805599453)],+ n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Vesak",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Earth Hour",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("in|within|after <duration>",+ Classifier{okData =+ ClassData{prior = -0.12516314295400605,+ unseen = -4.6913478822291435,+ likelihoods =+ HashMap.fromList+ [("week", -3.295836866004329),+ ("<integer> more <unit-of-duration>", -3.9889840465642745),+ ("three-quarters of an hour", -3.0726933146901194),+ ("<integer> + '\"", -3.295836866004329),+ ("number.number hours", -3.9889840465642745),+ ("second", -3.58351893845611),+ ("half a <time-grain>", -3.0726933146901194),+ ("day", -3.295836866004329), ("year", -3.9889840465642745),+ ("<integer> <unit-of-duration>", -1.6376087894007967),+ ("a <unit-of-duration>", -3.0726933146901194),+ ("quarter of an hour", -3.0726933146901194),+ ("hour", -2.6026896854443837),+ ("about|exactly <duration>", -3.9889840465642745),+ ("half an hour (abbrev).", -3.58351893845611),+ ("<integer> and an half hour", -3.9889840465642745),+ ("minute", -1.2809338454620642)],+ n = 45},+ koData =+ ClassData{prior = -2.1400661634962708,+ unseen = -3.4339872044851463,+ likelihoods =+ HashMap.fromList+ [("quarter", -2.3025850929940455), ("year", -1.791759469228055),+ ("<integer> <unit-of-duration>", -1.791759469228055),+ ("a <unit-of-duration>", -2.3025850929940455)],+ n = 6}}),+ ("January",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("three-quarters of an hour",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Mattu Pongal",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Wednesday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.3025850929940455,+ likelihoods = HashMap.fromList [("", 0.0)], n = 8},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("half after|past <hour-of-day>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods =+ HashMap.fromList+ [("time-of-day (latent)", -0.6931471805599453),+ ("hour", -0.6931471805599453)],+ n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<integer> + '\"",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],+ n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("half <integer> (UK style hour-of-day)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("time-of-day (latent)", -0.6931471805599453),+ ("hour", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("July",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.833213344056216,+ likelihoods = HashMap.fromList [("", 0.0)], n = 15},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("hour (grain)",+ Classifier{okData =+ ClassData{prior = -0.48550781578170077,+ unseen = -2.890371757896165,+ likelihoods = HashMap.fromList [("", 0.0)], n = 16},+ koData =+ ClassData{prior = -0.9555114450274363,+ unseen = -2.4849066497880004,+ likelihoods = HashMap.fromList [("", 0.0)], n = 10}}),+ ("Shavuot",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<day> <duration> hence|ago",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods =+ HashMap.fromList+ [("dayyear", -0.8472978603872037),+ ("Tax Day<integer> <unit-of-duration>", -1.252762968495368),+ ("Diwali<integer> <unit-of-duration>", -1.252762968495368)],+ n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<ordinal> quarter",+ Classifier{okData =+ ClassData{prior = -0.4700036292457356, unseen = -2.639057329615259,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)quarter (grain)", -1.1786549963416462),+ ("ordinals (first..twentieth,thirtieth,...)quarter (grain)",+ -1.466337068793427),+ ("quarter", -0.7731898882334817)],+ n = 5},+ koData =+ ClassData{prior = -0.9808292530117262,+ unseen = -2.3025850929940455,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)quarter (grain)", -0.8109302162163288),+ ("quarter", -0.8109302162163288)],+ n = 3}}),+ ("Boss's Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Orthodox Easter Sunday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("one twenty two",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("May",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("intersect",+ Classifier{okData =+ ClassData{prior = -0.4479425363752806, unseen = -6.806829360392176,+ likelihoods =+ HashMap.fromList+ [("Navaratriyear (latent)", -6.11257537285704),+ ("Father's Dayyear (latent)", -6.11257537285704),+ ("Ramadanyear (latent)", -6.11257537285704),+ ("<datetime> - <datetime> (interval)on <date>",+ -4.859812404361672),+ ("Military Spouse Dayyear (latent)", -6.11257537285704),+ ("Bhai Doojyear (latent)", -6.11257537285704),+ ("<time-of-day> - <time-of-day> (interval)on <date>",+ -4.859812404361672),+ ("hourday", -4.407827280618615),+ ("dayhour", -3.309214991950505),+ ("Martin Luther King's Dayyear (latent)", -5.707110264748875),+ ("Shemini Atzeretyear (latent)", -6.11257537285704),+ ("daymonth", -5.196284640982885),+ ("monthday", -5.707110264748875),+ ("monthyear", -4.3208159036289855),+ ("Yom Ha'atzmautyear (latent)", -6.11257537285704),+ ("Vijayadashamiyear (latent)", -6.11257537285704),+ ("Administrative Professionals' Dayyear (latent)",+ -4.726281011737149),+ ("Thanksgiving Dayyear (latent)", -5.01396308418893),+ ("Thai Pongalyear (latent)", -5.419428192297095),+ ("Thiru Onamyear (latent)", -5.419428192297095),+ ("Tuesdaythe <day-of-month> (ordinal)", -6.11257537285704),+ ("from <datetime> - <datetime> (interval)July",+ -6.11257537285704),+ ("houryear", -5.419428192297095),+ ("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",+ -6.11257537285704),+ ("Christmas<time-of-day> am|pm", -6.11257537285704),+ ("last <day-of-week> of <time>year (latent)",+ -6.11257537285704),+ ("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",+ -5.419428192297095),+ ("<time-of-day> am|pmintersect", -4.859812404361672),+ ("Earth Houryear (latent)", -6.11257537285704),+ ("Octoberyear (latent)", -4.608497976080766),+ ("intersect<time-of-day> am|pm", -6.11257537285704),+ ("Mattu Pongalyear (latent)", -6.11257537285704),+ ("Shavuotyear (latent)", -6.11257537285704),+ ("Dhanterasin <named-month>|year", -6.11257537285704),+ ("at <time-of-day>in|within|after <duration>",+ -6.11257537285704),+ ("Thursdayhh(:mm) - <time-of-day> am|pm", -6.11257537285704),+ ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",+ -5.707110264748875),+ ("Marchyear (latent)", -6.11257537285704),+ ("Sukkotyear (latent)", -5.707110264748875),+ ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",+ -6.11257537285704),+ ("Clean Mondayyear (latent)", -5.707110264748875),+ ("monthhour", -5.707110264748875),+ ("todayat <time-of-day>", -6.11257537285704),+ ("Thursday<time> timezone", -4.407827280618615),+ ("from|since|after <time>December", -6.11257537285704),+ ("Emergency Medical Services for Children Dayyear (latent)",+ -6.11257537285704),+ ("this <time>hh(:mm) - <time-of-day> am|pm", -6.11257537285704),+ ("Palm SundaySunday", -5.707110264748875),+ ("Tax Daythis|last|next <cycle>", -6.11257537285704),+ ("dayday", -3.915350795520821),+ ("<time> <part-of-day>at <time-of-day>", -6.11257537285704),+ ("mm/ddat <time-of-day>", -6.11257537285704),+ ("tonightat <time-of-day>", -6.11257537285704),+ ("<time-of-day> am|pmabsorption of , after named day",+ -5.419428192297095),+ ("today<time-of-day> am|pm", -6.11257537285704),+ ("Februarythe <day-of-month> (ordinal)", -5.707110264748875),+ ("at <time-of-day><time> <part-of-day>", -6.11257537285704),+ ("mm/dd<time-of-day> am|pm", -6.11257537285704),+ ("hourhour", -4.859812404361672),+ ("<time-of-day> am|pmon <date>", -4.097672352314775),+ ("Wednesdaythis|last|next <cycle>", -6.11257537285704),+ ("Lentyear (latent)", -6.11257537285704),+ ("intersect<named-month> <day-of-month> (non ordinal)",+ -4.608497976080766),+ ("Boghiyear (latent)", -6.11257537285704),+ ("dayyear", -1.8712486202862937),+ ("Thursdayfrom|since|after <time>", -5.707110264748875),+ ("<time-of-day> o'clockin|during the <part-of-day>",+ -6.11257537285704),+ ("Thursdayat <time-of-day>", -5.707110264748875),+ ("Islamic New Yearyear (latent)", -5.707110264748875),+ ("Laylat al-Qadryear (latent)", -5.196284640982885),+ ("Chhathin <named-month>|year", -6.11257537285704),+ ("Vasant Panchamiin <named-month>|year", -6.11257537285704),+ ("Diwaliin <named-month>|year", -6.11257537285704),+ ("Shrove Tuesdayyear (latent)", -6.11257537285704),+ ("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",+ -5.419428192297095),+ ("<time-of-day> am|pmtomorrow", -5.419428192297095),+ ("Yom Kippuryear (latent)", -6.11257537285704),+ ("<part-of-day> of <time>year (latent)", -6.11257537285704),+ ("minutehour", -5.196284640982885),+ ("Kaanum Pongalyear (latent)", -5.707110264748875),+ ("Maha Saptamiyear (latent)", -6.11257537285704),+ ("at <time-of-day>in|during the <part-of-day>",+ -5.707110264748875),+ ("absorption of , after named day<named-month> <day-of-month> (non ordinal)",+ -4.407827280618615),+ ("for <duration> from <time>December", -6.11257537285704),+ ("tomorrow<time-of-day> sharp|exactly", -6.11257537285704),+ ("Thursdayfrom <datetime> - <datetime> (interval)",+ -5.196284640982885),+ ("on <date><named-month> <day-of-month> (non ordinal)",+ -5.707110264748875),+ ("Pentecostyear (latent)", -6.11257537285704),+ ("Thursdayfrom <time-of-day> - <time-of-day> (interval)",+ -5.196284640982885),+ ("Eid al-Fitryear (latent)", -6.11257537285704),+ ("Mondayin|during the <part-of-day>", -6.11257537285704),+ ("Raksha Bandhanyear (latent)", -6.11257537285704),+ ("tomorrowfrom <time-of-day> - <time-of-day> (interval)",+ -5.707110264748875),+ ("Emancipation Dayyear (latent)", -5.419428192297095),+ ("Navaratriin <named-month>|year", -6.11257537285704),+ ("Ashurayear (latent)", -6.11257537285704),+ ("Chinese New Yearyear (latent)", -6.11257537285704),+ ("Sundayyear (latent)", -6.11257537285704),+ ("Lag BaOmeryear (latent)", -6.11257537285704),+ ("last weekend of <named-month>year (latent)",+ -6.11257537285704),+ ("Eid al-Adhayear (latent)", -5.196284640982885),+ ("intersectin|during the <part-of-day>", -6.11257537285704),+ ("Christmasat <time-of-day>", -6.11257537285704),+ ("Passoveryear (latent)", -6.11257537285704),+ ("Lazarus Saturdayyear (latent)", -6.11257537285704),+ ("<day-of-month> (ordinal or number) <named-month>year (latent)",+ -6.11257537285704),+ ("Cyber Mondayyear (latent)", -5.707110264748875),+ ("Yom HaShoahyear (latent)", -5.707110264748875),+ ("Thursday<datetime> - <datetime> (interval)",+ -5.707110264748875),+ ("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",+ -6.11257537285704),+ ("Thai Pongalin <named-month>|year", -6.11257537285704),+ ("Septemberyear (latent)", -5.707110264748875),+ ("mm/ddyear (latent)", -6.11257537285704),+ ("Thursday<time-of-day> - <time-of-day> (interval)",+ -4.859812404361672),+ ("Halloweenyear (latent)", -6.11257537285704),+ ("<ordinal> last <cycle> of <time>year (latent)",+ -5.707110264748875),+ ("from <time-of-day> - <time-of-day> (interval)on <date>",+ -5.419428192297095),+ ("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",+ -6.11257537285704),+ ("at <time-of-day>intersect", -5.707110264748875),+ ("Rosh Hashanahyear (latent)", -5.419428192297095),+ ("Dhanterasyear (latent)", -6.11257537285704),+ ("Tu BiShvatyear (latent)", -6.11257537285704),+ ("Holiyear (latent)", -5.419428192297095),+ ("<time-of-day> - <time-of-day> (interval)tomorrow",+ -6.11257537285704),+ ("Holika Dahanyear (latent)", -5.419428192297095),+ ("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",+ -6.11257537285704),+ ("dayminute", -3.4735180432417816),+ ("Mawlidyear (latent)", -6.11257537285704),+ ("from <datetime> - <datetime> (interval)on <date>",+ -5.707110264748875),+ ("<datetime> - <datetime> (interval)tomorrow",+ -6.11257537285704),+ ("Jumu'atul-Widayear (latent)", -5.196284640982885),+ ("minuteday", -2.4749892131306543),+ ("absorption of , after named dayintersect", -6.11257537285704),+ ("intersectyear (latent)", -6.11257537285704),+ ("Orthodox Easter Sundayyear (latent)", -6.11257537285704),+ ("<ordinal> <cycle> of <time>year (latent)", -6.11257537285704),+ ("the <day-of-month> (ordinal)in|during the <part-of-day>",+ -6.11257537285704),+ ("Boss's Dayyear (latent)", -5.707110264748875),+ ("Global Youth Service Dayyear (latent)", -6.11257537285704),+ ("Tisha B'Avyear (latent)", -6.11257537285704),+ ("Isra and Mi'rajyear (latent)", -5.196284640982885),+ ("at <time-of-day>absorption of , after named day",+ -6.11257537285704),+ ("Christmasyear (latent)", -5.707110264748875),+ ("Naraka Chaturdashiyear (latent)", -5.707110264748875),+ ("at <time-of-day>on <date>", -5.01396308418893),+ ("Emergency Medical Services Weekyear (latent)",+ -6.11257537285704),+ ("between <time-of-day> and <time-of-day> (interval)on <date>",+ -4.5031374604229395),+ ("dayweek", -6.11257537285704),+ ("Easter Sundayyear (latent)", -5.419428192297095),+ ("weekyear", -5.01396308418893),+ ("hh:mmin|during the <part-of-day>", -5.419428192297095),+ ("<cycle> after|before <time><time-of-day> am|pm",+ -5.707110264748875),+ ("Hanukkahyear (latent)", -5.419428192297095),+ ("February<time> <part-of-day>", -6.11257537285704),+ ("National Grandparents Dayyear (latent)", -6.11257537285704),+ ("Tuesdayin <named-month>|year", -6.11257537285704),+ ("Great Lentyear (latent)", -6.11257537285704),+ ("tomorrowat <time-of-day>", -5.419428192297095),+ ("Labor Dayyear (latent)", -6.11257537285704),+ ("between <time> and <time>on <date>", -4.5031374604229395),+ ("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",+ -6.11257537285704),+ ("last <cycle> of <time>year (latent)", -5.419428192297095),+ ("at <time-of-day>tomorrow", -5.707110264748875),+ ("tomorrow<time-of-day> am|pm", -6.11257537285704),+ ("President's Dayyear (latent)", -6.11257537285704),+ ("<named-month> <day-of-month> (non ordinal)year (latent)",+ -6.11257537285704),+ ("Diwaliyear (latent)", -6.11257537285704),+ ("Black Fridayyear (latent)", -5.707110264748875),+ ("the <ordinal> last <cycle> of <time>year (latent)",+ -6.11257537285704),+ ("in|during the <part-of-day>at <time-of-day>",+ -6.11257537285704),+ ("Chhathyear (latent)", -5.707110264748875),+ ("Vasant Panchamiyear (latent)", -6.11257537285704),+ ("Palm Sundayintersect", -6.11257537285704),+ ("Tax Dayyear (latent)", -5.196284640982885),+ ("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",+ -6.11257537285704),+ ("Februaryintersect", -6.11257537285704),+ ("Mother's Dayyear (latent)", -6.11257537285704),+ ("Simchat Torahyear (latent)", -6.11257537285704),+ ("minuteyear", -6.11257537285704)],+ n = 338},+ koData =+ ClassData{prior = -1.0187150038116695, unseen = -6.413458957167357,+ likelihoods =+ HashMap.fromList+ [("<time-of-day> - <time-of-day> (interval)on <date>",+ -4.802380355275797),+ ("hourday", -4.802380355275797),+ ("<named-month> <day-of-month> (non ordinal)July",+ -5.718671087149952),+ ("dayhour", -3.153721729688415),+ ("Tuesdayfrom|since|after <time>", -5.718671087149952),+ ("daymonth", -3.578604923653681),+ ("monthday", -5.313205979041787),+ ("monthyear", -4.465908118654584),+ ("<time-of-day> am|pmyear (latent)", -5.313205979041787),+ ("Thai Pongalyear (latent)", -5.025523906590006),+ ("intersecthh:mm", -5.718671087149952),+ ("from <datetime> - <datetime> (interval)July",+ -5.718671087149952),+ ("houryear", -4.802380355275797),+ ("from <time-of-day> - <time-of-day> (interval)July",+ -5.718671087149952),+ ("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",+ -5.025523906590006),+ ("<time-of-day> am|pmintersect", -4.465908118654584),+ ("until <time>on <date>", -5.025523906590006),+ ("Octoberyear (latent)", -5.718671087149952),+ ("July<day-of-month> (ordinal or number) <named-month>",+ -5.718671087149952),+ ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",+ -4.465908118654584),+ ("about|exactly <time-of-day>year (latent)",+ -5.718671087149952),+ ("absorption of , after named dayJuly", -5.313205979041787),+ ("from|since|after <time>July", -5.718671087149952),+ ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",+ -4.802380355275797),+ ("Clean Mondayyear (latent)", -5.718671087149952),+ ("monthhour", -5.718671087149952),+ ("hourmonth", -4.802380355275797),+ ("todayat <time-of-day>", -5.718671087149952),+ ("from|since|after <time>December", -5.718671087149952),+ ("from|since|after <time><time-of-day> am|pm",+ -5.718671087149952),+ ("Mondayyear (latent)", -4.620058798481842),+ ("dayday", -5.313205979041787),+ ("mm/ddat <time-of-day>", -5.313205979041787),+ ("<time-of-day> am|pmon <date>", -4.465908118654584),+ ("dayyear", -2.698246201005589),+ ("Thursdaymm/dd", -5.718671087149952),+ ("New Year's Dayyear (latent)", -5.313205979041787),+ ("Thursdayfrom|since|after <time>", -4.0139229949115265),+ ("Thursdayat <time-of-day>", -4.465908118654584),+ ("<integer> to|till|before <hour-of-day>September",+ -5.718671087149952),+ ("Aprilyear (latent)", -5.718671087149952),+ ("monthminute", -5.718671087149952),+ ("<time-of-day> am|pmtomorrow", -5.718671087149952),+ ("Thursdayhh:mm", -4.802380355275797),+ ("August<day-of-month> (ordinal or number) <named-month>",+ -5.718671087149952),+ ("minutemonth", -3.926911617921897),+ ("week-endin <named-month>|year", -5.718671087149952),+ ("Augustyear (latent)", -5.313205979041787),+ ("Thursdayfrom <datetime> - <datetime> (interval)",+ -5.313205979041787),+ ("Thursdayfrom <time-of-day> - <time-of-day> (interval)",+ -5.313205979041787),+ ("mm/dd<time-of-day> - <time-of-day> (interval)",+ -5.313205979041787),+ ("tomorrowfrom <time-of-day> - <time-of-day> (interval)",+ -5.718671087149952),+ ("Sundayyear (latent)", -5.025523906590006),+ ("Christmasat <time-of-day>", -5.718671087149952),+ ("from|since|after <time>year (latent)", -4.465908118654584),+ ("<duration> after|before|from <time>December",+ -5.718671087149952),+ ("yesterday<time-of-day> am|pm", -5.718671087149952),+ ("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",+ -5.718671087149952),+ ("mm/ddyear (latent)", -5.718671087149952),+ ("Thursday<time-of-day> - <time-of-day> (interval)",+ -5.025523906590006),+ ("<named-month> <day-of-month> (non ordinal)August",+ -5.718671087149952),+ ("at <time-of-day>intersect", -5.313205979041787),+ ("hh:mmyear (latent)", -4.620058798481842),+ ("Holiyear (latent)", -5.718671087149952),+ ("until <time><time-of-day> am|pm", -5.718671087149952),+ ("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",+ -5.718671087149952),+ ("dayminute", -3.192942442841696),+ ("intersectSeptember", -4.214593690373678),+ ("minuteday", -2.6506181520163348),+ ("absorption of , after named dayintersect",+ -5.718671087149952),+ ("Februaryin|during the <part-of-day>", -5.718671087149952),+ ("hh:mmon <date>", -3.703768066607687),+ ("Saturdayyear (latent)", -5.718671087149952),+ ("from|since|after <time>on <date>", -4.802380355275797),+ ("absorption of , after named daySeptember",+ -4.802380355275797),+ ("Naraka Chaturdashiyear (latent)", -5.718671087149952),+ ("on <date>September", -5.313205979041787),+ ("at <time-of-day>on <date>", -5.313205979041787),+ ("in <named-month>|yearyear (latent)", -5.718671087149952),+ ("dayweek", -5.718671087149952),+ ("Easter Sundayyear (latent)", -5.313205979041787),+ ("Thursday<time-of-day> am|pm", -5.025523906590006),+ ("weekyear", -5.313205979041787),+ ("<named-month> <day-of-month> (non ordinal)until <time>",+ -5.718671087149952),+ ("intersect by \",\", \"of\", \"from\" for yearhh:mm",+ -5.025523906590006),+ ("Sundayfrom|since|after <time>", -5.718671087149952),+ ("absorption of , after named dayFebruary", -4.802380355275797),+ ("July<integer> to|till|before <hour-of-day>",+ -5.718671087149952),+ ("tomorrowat <time-of-day>", -5.718671087149952),+ ("<integer> to|till|before <hour-of-day>July",+ -5.718671087149952),+ ("last <cycle> of <time>year (latent)", -5.313205979041787),+ ("tomorrow<time-of-day> am|pm", -5.718671087149952),+ ("<named-month> <day-of-month> (non ordinal)year (latent)",+ -5.025523906590006),+ ("Diwaliyear (latent)", -5.313205979041787),+ ("<time-of-day> - <time-of-day> (interval)July",+ -5.718671087149952),+ ("Fridayyear (latent)", -5.313205979041787),+ ("minuteyear", -4.465908118654584)],+ n = 191}}),+ ("one eleven",+ Classifier{okData =+ ClassData{prior = -1.3862943611198906,+ unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -0.2876820724517809,+ unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),+ ("after lunch/work/school",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("early morning",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("in <number> (implicit minutes)",+ Classifier{okData =+ ClassData{prior = -1.2685113254635072,+ unseen = -2.4849066497880004,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)", -0.3184537311185346),+ ("integer (0..19)", -1.2992829841302609)],+ n = 9},+ koData =+ ClassData{prior = -0.33024168687057687,+ unseen = -3.258096538021482,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)", -0.1743533871447778),+ ("integer (0..19)", -1.8325814637483102)],+ n = 23}}),+ ("<ordinal> <cycle> of <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.9444389791664407,+ likelihoods =+ HashMap.fromList+ [("daymonth", -1.791759469228055),+ ("ordinal (digits)quarter (grain)year (latent)",+ -2.1972245773362196),+ ("quarteryear", -2.1972245773362196),+ ("ordinals (first..twentieth,thirtieth,...)day (grain)October",+ -2.1972245773362196),+ ("ordinal (digits)day (grain)this|last|next <cycle>",+ -2.1972245773362196),+ ("ordinals (first..twentieth,thirtieth,...)week (grain)intersect",+ -2.1972245773362196),+ ("weekmonth", -1.791759469228055),+ ("ordinals (first..twentieth,thirtieth,...)week (grain)October",+ -2.1972245773362196)],+ n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -2.1972245773362196,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("year (grain)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.4657359027997265,+ likelihoods = HashMap.fromList [("", 0.0)], n = 30},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("from <datetime> - <datetime> (interval)",+ Classifier{okData =+ ClassData{prior = -1.0116009116784799,+ unseen = -3.6375861597263857,+ likelihoods =+ HashMap.fromList+ [("minuteminute", -2.001480000210124),+ ("<day-of-month> (ordinal)<day-of-month> (ordinal)",+ -2.917770732084279),+ ("hh:mmhh:mm", -2.001480000210124),+ ("dayday", -2.512305623976115),+ ("<named-month>|<named-day> <day-of-month> (ordinal)<day-of-month> (ordinal)",+ -2.917770732084279),+ ("<time-of-day> am|pmtime-of-day (latent)", -2.917770732084279),+ ("hourhour", -2.512305623976115),+ ("<time-of-day> am|pm<time-of-day> am|pm", -2.917770732084279)],+ n = 8},+ koData =+ ClassData{prior = -0.45198512374305727,+ unseen = -3.912023005428146,+ likelihoods =+ HashMap.fromList+ [("hourday", -3.1986731175506815),+ ("dayhour", -2.793208009442517),+ ("<day-of-month> (ordinal)time-of-day (latent)",+ -3.1986731175506815),+ ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",+ -3.1986731175506815),+ ("hh:mmtime-of-day (latent)", -2.2823823856765264),+ ("minuteminute", -2.793208009442517),+ ("time-of-day (latent)time-of-day (latent)",+ -2.793208009442517),+ ("dayday", -3.1986731175506815),+ ("hourhour", -2.505525936990736),+ ("dayyear", -3.1986731175506815),+ ("minutehour", -2.2823823856765264),+ ("hh:mmintersect", -2.793208009442517),+ ("<day-of-month> (ordinal)<day-of-month> (ordinal or number) <named-month>",+ -3.1986731175506815),+ ("time-of-day (latent)<time-of-day> am|pm",+ -3.1986731175506815),+ ("time-of-day (latent)<day-of-month> (ordinal or number) <named-month>",+ -3.1986731175506815),+ ("<named-month> <day-of-month> (non ordinal)time-of-day (latent)",+ -3.1986731175506815)],+ n = 14}}),+ ("Saturday",+ Classifier{okData =+ ClassData{prior = -0.15415067982725836,+ unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6},+ koData =+ ClassData{prior = -1.9459101490553135,+ unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),+ ("the <cycle> of <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.890371757896165,+ likelihoods =+ HashMap.fromList+ [("week (grain)<named-month>|<named-day> <day-of-month> (ordinal)",+ -1.7346010553881064),+ ("weekmonth", -1.7346010553881064),+ ("week (grain)October", -1.7346010553881064),+ ("week (grain)<named-month> <day-of-month> (non ordinal)",+ -1.7346010553881064),+ ("weekday", -1.2237754316221157)],+ n = 6},+ koData =+ ClassData{prior = -infinity, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("number.number hours",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("from <time-of-day> - <time-of-day> (interval)",+ Classifier{okData =+ ClassData{prior = -0.6931471805599453,+ unseen = -3.4339872044851463,+ likelihoods =+ HashMap.fromList+ [("minuteminute", -1.6094379124341003),+ ("hh:mmhh:mm", -1.6094379124341003),+ ("<time-of-day> am|pmtime-of-day (latent)", -2.70805020110221),+ ("hourhour", -2.3025850929940455),+ ("hourminute", -2.3025850929940455),+ ("time-of-day (latent)<time-of-day> sharp|exactly",+ -2.70805020110221),+ ("time-of-day (latent)hh:mm", -2.70805020110221),+ ("<time-of-day> am|pm<time-of-day> am|pm", -2.70805020110221)],+ n = 9},+ koData =+ ClassData{prior = -0.6931471805599453,+ unseen = -3.4339872044851463,+ likelihoods =+ HashMap.fromList+ [("hh:mmtime-of-day (latent)", -1.6094379124341003),+ ("time-of-day (latent)time-of-day (latent)",+ -2.0149030205422647),+ ("hourhour", -1.791759469228055),+ ("minutehour", -1.6094379124341003),+ ("time-of-day (latent)<time-of-day> am|pm", -2.70805020110221)],+ n = 9}}),+ ("integer 21..99",+ Classifier{okData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0},+ koData =+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)integer (numeric)", -0.6931471805599453),+ ("integer (20..90)integer (0..19)", -0.6931471805599453)],+ n = 4}}),+ ("Global Youth Service Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Tisha B'Av",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("yyyy-mm-dd",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("year (latent)",+ Classifier{okData =+ ClassData{prior = -0.13580154115906176,+ unseen = -5.135798437050262,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)", -3.614851411631109e-2),+ ("intersect 2 numbers", -3.7436043538031827)],+ n = 165},+ koData =+ ClassData{prior = -2.063693184711697, unseen = -3.367295829986474,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)", -1.1349799328389845),+ ("negative numbers", -0.6931471805599453),+ ("compose by multiplication", -1.9459101490553135)],+ n = 24}}),+ ("mm/dd/yyyy",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<time> for <duration>",+ Classifier{okData =+ ClassData{prior = -0.40546510810816444, unseen = -2.70805020110221,+ likelihoods =+ HashMap.fromList+ [("dayday", -1.0296194171811581),+ ("intersect<integer> <unit-of-duration>", -1.9459101490553135),+ ("<day-of-month> (ordinal or number) <named-month><integer> <unit-of-duration>",+ -1.540445040947149),+ ("from|since|after <time><integer> <unit-of-duration>",+ -1.9459101490553135)],+ n = 4},+ koData =+ ClassData{prior = -1.0986122886681098,+ unseen = -2.3978952727983707,+ likelihoods =+ HashMap.fromList+ [("monthday", -1.2039728043259361),+ ("December<integer> <unit-of-duration>", -1.2039728043259361)],+ n = 2}}),+ ("Memorial Day",+ Classifier{okData =+ ClassData{prior = -0.1823215567939546,+ unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [("", 0.0)], n = 5},+ koData =+ ClassData{prior = -1.791759469228055, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),+ ("Monday",+ Classifier{okData =+ ClassData{prior = -0.5108256237659907, unseen = -2.639057329615259,+ likelihoods = HashMap.fromList [("", 0.0)], n = 12},+ koData =+ ClassData{prior = -0.916290731874155, unseen = -2.3025850929940455,+ likelihoods = HashMap.fromList [("", 0.0)], n = 8}}),+ ("yesterday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [("", 0.0)], n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<ordinal> quarter <year>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)quarter (grain)year (latent)",+ -0.6931471805599453),+ ("quarteryear", -0.6931471805599453)],+ n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Lincoln's Birthday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("hh:mm:ss",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Emergency Medical Services for Children Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Hanukkah",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Siblings Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<hour-of-day> <integer>",+ Classifier{okData =+ ClassData{prior = -0.40546510810816444,+ unseen = -2.1972245773362196,+ likelihoods =+ HashMap.fromList+ [("at <time-of-day>integer (20..90)", -1.3862943611198906),+ ("hour", -0.9808292530117262),+ ("at <time-of-day>integer (numeric)", -1.3862943611198906)],+ n = 2},+ koData =+ ClassData{prior = -1.0986122886681098,+ unseen = -1.9459101490553135,+ likelihoods =+ HashMap.fromList+ [("about|exactly <time-of-day>integer (numeric)",+ -1.0986122886681098),+ ("hour", -1.0986122886681098)],+ n = 1}}),+ ("nth <time> of <time>",+ Classifier{okData =+ ClassData{prior = -0.4700036292457356, unseen = -2.833213344056216,+ likelihoods =+ HashMap.fromList+ [("daymonth", -0.9808292530117262),+ ("ordinals (first..twentieth,thirtieth,...)Tuesdayintersect",+ -2.0794415416798357),+ ("ordinals (first..twentieth,thirtieth,...)Wednesdayintersect",+ -1.6739764335716716),+ ("ordinals (first..twentieth,thirtieth,...)TuesdayOctober",+ -1.6739764335716716)],+ n = 5},+ koData =+ ClassData{prior = -0.9808292530117262,+ unseen = -2.5649493574615367,+ likelihoods =+ HashMap.fromList+ [("daymonth", -1.0986122886681098),+ ("ordinals (first..twentieth,thirtieth,...)TuesdaySeptember",+ -1.791759469228055),+ ("ordinals (first..twentieth,thirtieth,...)WednesdayOctober",+ -1.3862943611198906)],+ n = 3}}),+ ("National Grandparents Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("half a <time-grain>",+ Classifier{okData =+ ClassData{prior = -0.1823215567939546,+ unseen = -2.5649493574615367,+ likelihoods =+ HashMap.fromList+ [("hour (grain)", -0.6931471805599453),+ ("hour", -0.6931471805599453)],+ n = 5},+ koData =+ ClassData{prior = -1.791759469228055, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("hour (grain)", -0.6931471805599453),+ ("hour", -0.6931471805599453)],+ n = 1}}),+ ("Valentine's Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("April",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [("", 0.0)], n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Maha Saptami",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("end of month",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.4849066497880004,+ likelihoods = HashMap.fromList [("", 0.0)], n = 10},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("week (grain)",+ Classifier{okData =+ ClassData{prior = -3.822121282019774e-2,+ unseen = -4.3694478524670215,+ likelihoods = HashMap.fromList [("", 0.0)], n = 77},+ koData =+ ClassData{prior = -3.283414346005772, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),+ ("<part-of-day> of <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.0910424533583156,+ likelihoods =+ HashMap.fromList+ [("part of daysintersect by \",\", \"of\", \"from\", \"'s\"",+ -2.3513752571634776),+ ("part of daysintersect", -2.3513752571634776),+ ("hourday", -0.9650808960435872),+ ("part of daysthe <day-of-month> (ordinal)",+ -2.3513752571634776),+ ("part of daysthe <day-of-month> (number)",+ -2.3513752571634776),+ ("part of daysthis <time>", -2.3513752571634776),+ ("part of daysChristmas", -1.9459101490553135)],+ n = 7},+ koData =+ ClassData{prior = -infinity, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("from <time> for <duration>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("dayday", -0.6931471805599453),+ ("<day-of-month> (ordinal or number) <named-month><integer> <unit-of-duration>",+ -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("six thirty six a.m.",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)", -1.252762968495368),+ ("one twenty two", -0.8472978603872037),+ ("one eleven", -1.252762968495368)],+ n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Loyalty Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Shrove Tuesday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("now",+ Classifier{okData =+ ClassData{prior = -0.15415067982725836,+ unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6},+ koData =+ ClassData{prior = -1.9459101490553135,+ unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),+ ("<day-of-month> (ordinal or number) of <named-month>",+ Classifier{okData =+ ClassData{prior = -0.13353139262452263,+ unseen = -3.0910424533583156,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)July", -2.3513752571634776),+ ("ordinals (first..twentieth,thirtieth,...)March",+ -2.3513752571634776),+ ("ordinal (digits)February", -2.3513752571634776),+ ("integer (numeric)February", -1.9459101490553135),+ ("month", -0.9650808960435872),+ ("ordinal (digits)March", -2.3513752571634776),+ ("integer (numeric)July", -2.3513752571634776)],+ n = 7},+ koData =+ ClassData{prior = -2.0794415416798357,+ unseen = -2.3025850929940455,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)February", -1.5040773967762742),+ ("month", -1.5040773967762742)],+ n = 1}}),+ ("this <part-of-day>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.1972245773362196,+ likelihoods =+ HashMap.fromList+ [("hour", -0.6931471805599453),+ ("part of days", -0.6931471805599453)],+ n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Kaanum Pongal",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Yom Kippur",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Tax Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.3025850929940455,+ likelihoods = HashMap.fromList [("", 0.0)], n = 8},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("powers of tens",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Friday",+ Classifier{okData =+ ClassData{prior = -0.3677247801253174,+ unseen = -2.3978952727983707,+ likelihoods = HashMap.fromList [("", 0.0)], n = 9},+ koData =+ ClassData{prior = -1.1786549963416462, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),+ ("in|during the <part-of-day>",+ Classifier{okData =+ ClassData{prior = -8.701137698962981e-2,+ unseen = -3.258096538021482,+ likelihoods =+ HashMap.fromList+ [("early morning", -2.5257286443082556),+ ("hour", -0.7339691750802004),+ ("part of days", -0.8209805520698302)],+ n = 11},+ koData =+ ClassData{prior = -2.4849066497880004, unseen = -1.791759469228055,+ likelihoods =+ HashMap.fromList+ [("hour", -0.916290731874155),+ ("part of days", -0.916290731874155)],+ n = 1}}),+ ("tomorrow",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.9444389791664407,+ likelihoods = HashMap.fromList [("", 0.0)], n = 17},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("hh(:mm) - <time-of-day> am|pm",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.70805020110221,+ likelihoods =+ HashMap.fromList+ [("time-of-day (latent)", -0.6931471805599453),+ ("hour", -0.6931471805599453)],+ n = 6},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Groundhog Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("this|last|next <cycle>",+ Classifier{okData =+ ClassData{prior = -0.15234072458201878,+ unseen = -5.1298987149230735,+ likelihoods =+ HashMap.fromList+ [("week", -1.153672065851137),+ ("month (grain)", -2.8213788864092133),+ ("year (grain)", -2.4159137783010487),+ ("week (grain)", -1.153672065851137),+ ("quarter", -3.5145260669691587), ("year", -2.4159137783010487),+ ("month", -2.8213788864092133),+ ("quarter (grain)", -3.5145260669691587)],+ n = 79},+ koData =+ ClassData{prior = -1.9568392195875037,+ unseen = -3.6109179126442243,+ likelihoods =+ HashMap.fromList+ [("week", -1.2809338454620642),+ ("week (grain)", -1.2809338454620642),+ ("day", -1.9740810260220096),+ ("day (grain)", -1.9740810260220096)],+ n = 13}}),+ ("Mother's Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Simchat Torah",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("New Year's Eve",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("the <ordinal> <cycle> of <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)quarter (grain)year (latent)",+ -0.6931471805599453),+ ("quarteryear", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Raksha Bandhan",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Ashura",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Palm Sunday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Eid al-Adha",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("by <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.70805020110221,+ likelihoods =+ HashMap.fromList+ [("noon|midnight|EOD|end of day", -1.9459101490553135),+ ("time-of-day (latent)", -1.9459101490553135),+ ("<time-of-day> am|pm", -1.9459101490553135),+ ("hh:mm", -1.9459101490553135), ("hour", -1.540445040947149),+ ("minute", -1.540445040947149)],+ n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("the <day-of-month> (ordinal)",+ Classifier{okData =+ ClassData{prior = -0.5108256237659907,+ unseen = -2.4849066497880004,+ likelihoods =+ HashMap.fromList+ [("ordinals (first..twentieth,thirtieth,...)",+ -1.7047480922384253),+ ("ordinal (digits)", -0.2006706954621511)],+ n = 9},+ koData =+ ClassData{prior = -0.916290731874155, unseen = -2.1972245773362196,+ likelihoods =+ HashMap.fromList+ [("ordinals (first..twentieth,thirtieth,...)",+ -0.9808292530117262),+ ("ordinal (digits)", -0.4700036292457356)],+ n = 6}}),+ ("last weekend of <named-month>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.639057329615259,+ likelihoods =+ HashMap.fromList+ [("October", -0.9555114450274363), ("July", -1.8718021769015913),+ ("month", -0.7731898882334817)],+ n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("the <day-of-month> (number)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Lag BaOmer",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("fractional number",+ Classifier{okData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0},+ koData =+ ClassData{prior = 0.0, unseen = -2.9444389791664407,+ likelihoods = HashMap.fromList [("", 0.0)], n = 17}}),+ ("Sunday",+ Classifier{okData =+ ClassData{prior = -0.262364264467491, unseen = -2.4849066497880004,+ likelihoods = HashMap.fromList [("", 0.0)], n = 10},+ koData =+ ClassData{prior = -1.466337068793427, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),+ ("Chinese New Year",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [("", 0.0)], n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("February",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.70805020110221,+ likelihoods = HashMap.fromList [("", 0.0)], n = 13},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Emancipation Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("minute (grain)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.833213344056216,+ likelihoods = HashMap.fromList [("", 0.0)], n = 15},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("last|this|next <season>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("the <ordinal> quarter",+ Classifier{okData =+ ClassData{prior = -0.6931471805599453,+ unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)quarter (grain)", -0.6931471805599453),+ ("quarter", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -0.6931471805599453,+ unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)quarter (grain)", -0.6931471805599453),+ ("quarter", -0.6931471805599453)],+ n = 1}}),+ ("time-of-day (latent)",+ Classifier{okData =+ ClassData{prior = -0.635159922909596, unseen = -4.31748811353631,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)", -0.11441035117774422),+ ("integer (0..19)", -2.3581549441488563)],+ n = 71},+ koData =+ ClassData{prior = -0.7547050735593787, unseen = -4.204692619390966,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)", -7.878087785311434e-2),+ ("integer (0..19)", -3.0910424533583156),+ ("integer 21..99", -3.4965075614664802)],+ n = 63}}),+ ("beginning of year",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("last <day-of-week> of <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.3978952727983707,+ likelihoods =+ HashMap.fromList+ [("daymonth", -0.916290731874155),+ ("SundayMarch", -1.6094379124341003),+ ("MondayMarch", -1.6094379124341003),+ ("Sundayintersect", -1.6094379124341003)],+ n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<integer> <unit-of-duration>",+ Classifier{okData =+ ClassData{prior = -0.13192754304254806, unseen = -5.19295685089021,+ likelihoods =+ HashMap.fromList+ [("week", -2.5483284762254965),+ ("integer (0..19)year (grain)", -2.9901612285045354),+ ("integer (numeric)day (grain)", -2.622436448379218),+ ("integer (0..19)second (grain) ", -3.801091444720864),+ ("integer (0..19)hour (grain)", -3.107944264160919),+ ("second", -3.3956263366127),+ ("integer (numeric)second (grain) ", -4.088773517172645),+ ("integer (numeric)year (grain)", -3.2414756567854415),+ ("day", -2.3541724617845388), ("year", -2.479335604738545),+ ("integer (numeric)week (grain)", -3.107944264160919),+ ("integer (0..19)month (grain)", -3.577947893406655),+ ("hour", -2.7024791560527546), ("month", -3.2414756567854415),+ ("integer (numeric)minute (grain)", -3.2414756567854415),+ ("integer (0..19)minute (grain)", -3.107944264160919),+ ("integer (numeric)month (grain)", -4.088773517172645),+ ("minute", -2.5483284762254965),+ ("integer (numeric)hour (grain)", -3.577947893406655),+ ("integer (0..19)day (grain)", -3.577947893406655),+ ("integer (0..19)week (grain)", -3.2414756567854415)],+ n = 78},+ koData =+ ClassData{prior = -2.0907410969337694, unseen = -3.828641396489095,+ likelihoods =+ HashMap.fromList+ [("quarter", -3.1135153092103742), ("hour", -1.4087672169719492),+ ("integer (numeric)hour (grain)", -1.4087672169719492),+ ("integer (0..19)quarter (grain)", -3.1135153092103742)],+ n = 11}}),+ ("hhmm (latent)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<time-of-day> am|pm",+ Classifier{okData =+ ClassData{prior = -0.2546422183735807, unseen = -5.37989735354046,+ likelihoods =+ HashMap.fromList+ [("from|since|after <time>", -3.765840495250065),+ ("integer after|past <hour-of-day>", -3.9889840465642745),+ ("at <time-of-day>", -2.1564025828159643),+ ("<time-of-day> o'clock", -4.276666119016055),+ ("half after|past <hour-of-day>", -4.276666119016055),+ ("time-of-day (latent)", -1.7117167615545186),+ ("hhmm (latent)", -4.68213122712422),+ ("hh:mm", -2.330755969960742),+ ("quarter after|past <hour-of-day>", -4.68213122712422),+ ("until <time>", -3.9889840465642745),+ ("about|exactly <time-of-day>", -4.68213122712422),+ ("hour", -1.1856236656577395),+ ("<time-of-day> sharp|exactly", -4.68213122712422),+ ("minute", -1.791759469228055)],+ n = 100},+ koData =+ ClassData{prior = -1.492516574375198, unseen = -4.31748811353631,+ likelihoods =+ HashMap.fromList+ [("<integer> to|till|before <hour-of-day>", -3.20545280453606),+ ("from|since|after <time>", -3.20545280453606),+ ("<hour-of-day> <integer>", -3.6109179126442243),+ ("time-of-day (latent)", -1.085189268335969),+ ("hour", -1.0459685551826876), ("minute", -2.6946271807700692)],+ n = 29}}),+ ("Yom Ha'atzmaut",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("from <day-of-month> (ordinal or number) to <day-of-month> (ordinal or number) <named-month> (interval)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)ordinal (digits)July", -1.252762968495368),+ ("integer (numeric)integer (numeric)July", -1.252762968495368),+ ("month", -0.8472978603872037)],+ n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Thiru Onam",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Thai Pongal",+ Classifier{okData =+ ClassData{prior = -0.5596157879354228, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -0.8472978603872037,+ unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),+ ("Vijayadashami",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Administrative Professionals' Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.3025850929940455,+ likelihoods = HashMap.fromList [("", 0.0)], n = 8},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Thanksgiving Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.5649493574615367,+ likelihoods = HashMap.fromList [("", 0.0)], n = 11},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("part of <named-month>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.1972245773362196,+ likelihoods =+ HashMap.fromList+ [("March", -0.6931471805599453), ("month", -0.6931471805599453)],+ n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("a <unit-of-duration>",+ Classifier{okData =+ ClassData{prior = -0.5306282510621704,+ unseen = -3.5553480614894135,+ likelihoods =+ HashMap.fromList+ [("week", -2.1400661634962708),+ ("year (grain)", -2.4277482359480516),+ ("second", -2.833213344056216),+ ("week (grain)", -2.1400661634962708),+ ("day", -2.1400661634962708),+ ("minute (grain)", -2.833213344056216),+ ("year", -2.4277482359480516),+ ("second (grain) ", -2.833213344056216),+ ("minute", -2.833213344056216),+ ("day (grain)", -2.1400661634962708)],+ n = 10},+ koData =+ ClassData{prior = -0.8873031950009028, unseen = -3.367295829986474,+ likelihoods =+ HashMap.fromList+ [("hour (grain)", -1.7227665977411035),+ ("quarter", -1.9459101490553135), ("hour", -1.7227665977411035),+ ("quarter (grain)", -1.9459101490553135)],+ n = 7}}),+ ("at the beginning|end of <year>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.3978952727983707,+ likelihoods =+ HashMap.fromList+ [("year (latent)", -0.6931471805599453),+ ("year", -0.6931471805599453)],+ n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Dhanteras",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Tu BiShvat",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Whit Monday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("hh:mm",+ Classifier{okData =+ ClassData{prior = -5.6352936551131744e-2,+ unseen = -4.2626798770413155,+ likelihoods = HashMap.fromList [("", 0.0)], n = 69},+ koData =+ ClassData{prior = -2.9041650800285006, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),+ ("Holi",+ Classifier{okData =+ ClassData{prior = -0.2876820724517809,+ unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -1.3862943611198906,+ unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),+ ("Rosh Hashanah",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<integer> <named-day> ago|back",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)Thursday", -0.6931471805599453),+ ("day", -0.6931471805599453)],+ n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Holika Dahan",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("quarter of an hour",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("second (grain) ",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("ordinals (first..twentieth,thirtieth,...)",+ Classifier{okData =+ ClassData{prior = -5.406722127027582e-2,+ unseen = -2.995732273553991,+ likelihoods = HashMap.fromList [("", 0.0)], n = 18},+ koData =+ ClassData{prior = -2.9444389791664407,+ unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),+ ("Mawlid",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Jumu'atul-Wida",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("quarter after|past <hour-of-day>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("time-of-day (latent)", -0.6931471805599453),+ ("hour", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("until <time>",+ Classifier{okData =+ ClassData{prior = -1.1786549963416462, unseen = -3.295836866004329,+ likelihoods =+ HashMap.fromList+ [("year (latent)", -2.159484249353372),+ ("time-of-day (latent)", -2.5649493574615367),+ ("year", -2.159484249353372),+ ("<time-of-day> am|pm", -1.8718021769015913),+ ("hh:mm", -2.159484249353372), ("hour", -2.159484249353372),+ ("minute", -1.6486586255873816)],+ n = 8},+ koData =+ ClassData{prior = -0.3677247801253174,+ unseen = -3.8501476017100584,+ likelihoods =+ HashMap.fromList+ [("intersect", -2.2192034840549946),+ ("yesterday", -2.7300291078209855),+ ("day", -2.7300291078209855),+ ("time-of-day (latent)", -1.6314168191528755),+ ("hh:mm", -2.2192034840549946), ("hour", -1.5260563034950494),+ ("minute", -1.749199854809259)],+ n = 18}}),+ ("the <cycle> after|before <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods =+ HashMap.fromList+ [("day (grain)tomorrow", -1.252762968495368),+ ("dayday", -0.8472978603872037),+ ("day (grain)yesterday", -1.252762968495368)],+ n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("about|exactly <time-of-day>",+ Classifier{okData =+ ClassData{prior = -0.15415067982725836,+ unseen = -3.6109179126442243,+ likelihoods =+ HashMap.fromList+ [("week", -1.791759469228055),+ ("hh(:mm) - <time-of-day> am|pm", -2.890371757896165),+ ("this|last|next <cycle>", -1.791759469228055),+ ("day", -2.4849066497880004),+ ("time-of-day (latent)", -2.890371757896165),+ ("hhmm (latent)", -2.4849066497880004),+ ("<time-of-day> am|pm", -2.890371757896165),+ ("hour", -2.1972245773362196),+ ("next <time>", -2.890371757896165),+ ("this|next <day-of-week>", -2.890371757896165),+ ("minute", -2.4849066497880004)],+ n = 12},+ koData =+ ClassData{prior = -1.9459101490553135, unseen = -2.833213344056216,+ likelihoods =+ HashMap.fromList+ [("mm/dd", -2.0794415416798357), ("day", -2.0794415416798357),+ ("time-of-day (latent)", -2.0794415416798357),+ ("hour", -2.0794415416798357)],+ n = 2}}),+ ("Sukkot",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<day> in <duration>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.70805020110221,+ likelihoods =+ HashMap.fromList+ [("monthyear", -1.540445040947149),+ ("Marcha <unit-of-duration>", -1.9459101490553135),+ ("March<integer> <unit-of-duration>", -1.9459101490553135),+ ("Vijayadashami<integer> <unit-of-duration>",+ -1.9459101490553135),+ ("dayyear", -1.540445040947149),+ ("Tax Day<integer> <unit-of-duration>", -1.9459101490553135)],+ n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("World Vegan Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("intersect by \",\", \"of\", \"from\", \"'s\"",+ Classifier{okData =+ ClassData{prior = -0.5198754592859085, unseen = -4.990432586778736,+ likelihoods =+ HashMap.fromList+ [("Wednesday<named-month> <day-of-month> (non ordinal)",+ -4.290459441148391),+ ("dayhour", -3.884994333040227),+ ("daymonth", -3.0376964726530233),+ ("<named-month> <day-of-month> (non ordinal)Friday",+ -4.290459441148391),+ ("Friday<named-month> <day-of-month> (non ordinal)",+ -3.597312260588446),+ ("Wednesdayintersect", -4.290459441148391),+ ("Labor Daythis|last|next <cycle>", -4.290459441148391),+ ("Black Fridaythis|last|next <cycle>", -4.290459441148391),+ ("<part-of-day> of <time>February", -4.290459441148391),+ ("Saturday<time-of-day> am|pm", -4.290459441148391),+ ("Martin Luther King's Daythis|last|next <cycle>",+ -3.884994333040227),+ ("on <date><time-of-day> am|pm", -4.290459441148391),+ ("hourmonth", -4.290459441148391),+ ("Fridayintersect by \",\", \"of\", \"from\" for year",+ -4.290459441148391),+ ("dayday", -2.4186572642467996),+ ("the <day-of-month> (ordinal)February", -3.884994333040227),+ ("WednesdayOctober", -4.290459441148391),+ ("Wednesdaythis|last|next <cycle>", -3.884994333040227),+ ("intersect<named-month> <day-of-month> (non ordinal)",+ -3.3741687092742363),+ ("dayyear", -3.0376964726530233),+ ("Saturday<named-month> <day-of-month> (non ordinal)",+ -4.290459441148391),+ ("Thursdayhh:mm", -3.884994333040227),+ ("Thanksgiving Daythis|last|next <cycle>", -4.290459441148391),+ ("Memorial Daythis|last|next <cycle>", -4.290459441148391),+ ("on <date><named-month> <day-of-month> (non ordinal)",+ -3.884994333040227),+ ("TuesdayOctober", -4.290459441148391),+ ("the <day-of-month> (ordinal)March", -4.290459441148391),+ ("Mondaythis|last|next <cycle>", -4.290459441148391),+ ("Fridayintersect", -4.290459441148391),+ ("Thursday<datetime> - <datetime> (interval)",+ -3.884994333040227),+ ("Thursday<time-of-day> - <time-of-day> (interval)",+ -3.884994333040227),+ ("Tuesdaythis|last|next <cycle>", -4.290459441148391),+ ("Sunday<named-month> <day-of-month> (non ordinal)",+ -4.290459441148391),+ ("dayminute", -2.9041650800285006),+ ("minuteday", -3.3741687092742363),+ ("this|last|next <cycle>Sunday", -4.290459441148391),+ ("Sundaythis|last|next <cycle>", -4.290459441148391),+ ("weekday", -4.290459441148391),+ ("dayweek", -3.1918471524802814),+ ("Monday<named-month> <day-of-month> (non ordinal)",+ -3.884994333040227)],+ n = 44},+ koData =+ ClassData{prior = -0.9028677115420143, unseen = -4.77912349311153,+ likelihoods =+ HashMap.fromList+ [("week-endJuly", -4.07753744390572),+ ("week-endOctober", -3.3843902633457743),+ ("daymonth", -1.8803128665695),+ ("TuesdaySeptember", -4.07753744390572),+ ("Wednesdayintersect", -4.07753744390572),+ ("hourmonth", -2.9789251552376097),+ ("Fridaythis|last|next <cycle>", -4.07753744390572),+ ("SundayFebruary", -4.07753744390572),+ ("WednesdayOctober", -4.07753744390572),+ ("week-endintersect", -4.07753744390572),+ ("dayyear", -4.07753744390572),+ ("FridayJuly", -3.672072335797555),+ ("FridaySeptember", -4.07753744390572),+ ("WednesdayFebruary", -4.07753744390572),+ ("minutemonth", -3.1612467120315646),+ ("SundayMarch", -4.07753744390572),+ ("MondayFebruary", -3.672072335797555),+ ("Fridayintersect", -4.07753744390572),+ ("Thursday<time-of-day> - <time-of-day> (interval)",+ -3.672072335797555),+ ("dayminute", -3.3843902633457743),+ ("SaturdaySeptember", -4.07753744390572),+ ("intersectSeptember", -3.1612467120315646),+ ("MondayMarch", -4.07753744390572),+ ("on <date>September", -3.672072335797555),+ ("Tuesdayintersect", -4.07753744390572),+ ("Sundayintersect", -4.07753744390572)],+ n = 30}}),+ ("last <time>",+ Classifier{okData =+ ClassData{prior = -0.4595323293784402,+ unseen = -3.6635616461296463,+ likelihoods =+ HashMap.fromList+ [("Father's Day", -2.9444389791664407),+ ("Martin Luther King's Day", -2.9444389791664407),+ ("Cyber Monday", -2.9444389791664407),+ ("Memorial Day", -2.9444389791664407),+ ("Mother's Day", -2.9444389791664407),+ ("day", -1.1526795099383855), ("Sunday", -2.9444389791664407),+ ("Chinese New Year", -2.538973871058276),+ ("Thanksgiving Day", -2.9444389791664407),+ ("Easter Sunday", -2.9444389791664407),+ ("hour", -2.9444389791664407), ("Tuesday", -2.9444389791664407),+ ("week-end", -2.9444389791664407)],+ n = 12},+ koData =+ ClassData{prior = -0.9985288301111273, unseen = -3.367295829986474,+ likelihoods =+ HashMap.fromList+ [("Monday", -2.639057329615259), ("day", -2.2335922215070942),+ ("Sunday", -2.639057329615259), ("hour", -1.540445040947149),+ ("week-end", -1.540445040947149)],+ n = 7}}),+ ("March",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.044522437723423,+ likelihoods = HashMap.fromList [("", 0.0)], n = 19},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<named-month>|<named-day> <day-of-month> (ordinal)",+ Classifier{okData =+ ClassData{prior = -0.2231435513142097, unseen = -3.258096538021482,+ likelihoods =+ HashMap.fromList+ [("Octoberordinal (digits)", -2.120263536200091),+ ("Thursdayordinal (digits)", -2.5257286443082556),+ ("day", -2.120263536200091),+ ("Augustordinal (digits)", -2.5257286443082556),+ ("Marchordinals (first..twentieth,thirtieth,...)",+ -2.120263536200091),+ ("Tuesdayordinal (digits)", -2.5257286443082556),+ ("month", -1.2729656758128873),+ ("Marchordinal (digits)", -2.5257286443082556)],+ n = 8},+ koData =+ ClassData{prior = -1.6094379124341003, unseen = -2.639057329615259,+ likelihoods =+ HashMap.fromList+ [("from|since|after <time>ordinal (digits)",+ -1.8718021769015913),+ ("Augustordinal (digits)", -1.8718021769015913),+ ("month", -1.466337068793427)],+ n = 2}}),+ ("Labor Day weekend",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Clean Monday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<day-of-month> (ordinal)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("ordinal (digits)", 0.0)], n = 6},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Emergency Medical Services Week",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Veterans Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Easter Sunday",+ Classifier{okData =+ ClassData{prior = -0.2876820724517809,+ unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6},+ koData =+ ClassData{prior = -1.3862943611198906,+ unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),+ ("Christmas",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.4849066497880004,+ likelihoods = HashMap.fromList [("", 0.0)], n = 10},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("mm.dd.yyyy",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Isra and Mi'raj",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<duration> after|before|from <time>",+ Classifier{okData =+ ClassData{prior = -0.3184537311185346,+ unseen = -3.5263605246161616,+ likelihoods =+ HashMap.fromList+ [("a <unit-of-duration>now", -2.803360380906535),+ ("a <unit-of-duration>Christmas", -2.803360380906535),+ ("dayday", -2.803360380906535),+ ("<integer> <unit-of-duration>today", -2.803360380906535),+ ("daysecond", -2.803360380906535),+ ("a <unit-of-duration>right now", -2.803360380906535),+ ("minutenograin", -2.803360380906535),+ ("<integer> <unit-of-duration>Christmas", -2.803360380906535),+ ("<integer> <unit-of-duration>Easter Sunday",+ -2.803360380906535),+ ("secondnograin", -2.803360380906535),+ ("yearday", -2.1102132003465894),+ ("daynograin", -2.803360380906535),+ ("<integer> <unit-of-duration>now", -2.3978952727983707)],+ n = 8},+ koData =+ ClassData{prior = -1.2992829841302609,+ unseen = -3.1780538303479458,+ likelihoods =+ HashMap.fromList+ [("dayhour", -2.4423470353692043),+ ("<integer> <unit-of-duration><day-of-month> (ordinal)",+ -2.4423470353692043),+ ("dayday", -2.03688192726104),+ ("<integer> <unit-of-duration>time-of-day (latent)",+ -2.4423470353692043),+ ("<integer> <unit-of-duration><day-of-month> (ordinal or number) <named-month>",+ -2.4423470353692043)],+ n = 3}}),+ ("<day-of-month> (ordinal or number) of <month>",+ Classifier{okData =+ ClassData{prior = -8.004270767353637e-2,+ unseen = -3.5263605246161616,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)July", -2.803360380906535),+ ("ordinals (first..twentieth,thirtieth,...)March",+ -2.803360380906535),+ ("ordinal (digits)this|last|next <cycle>", -2.1102132003465894),+ ("integer (numeric)this|last|next <cycle>",+ -2.3978952727983707),+ ("ordinal (digits)February", -2.803360380906535),+ ("integer (numeric)February", -2.3978952727983707),+ ("month", -0.9315582040049435),+ ("ordinal (digits)March", -2.803360380906535),+ ("integer (numeric)July", -2.803360380906535)],+ n = 12},+ koData =+ ClassData{prior = -2.5649493574615367,+ unseen = -2.4849066497880004,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)February", -1.7047480922384253),+ ("month", -1.7047480922384253)],+ n = 1}}),+ ("Independence Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("decimal number",+ Classifier{okData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0},+ koData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),+ ("Naraka Chaturdashi",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("beginning of month",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("next <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.6888794541139363,+ likelihoods =+ HashMap.fromList+ [("Martin Luther King's Day", -2.9704144655697013),+ ("Halloween", -2.9704144655697013),+ ("Wednesday", -2.9704144655697013),+ ("Boss's Day", -2.9704144655697013),+ ("Memorial Day", -2.9704144655697013),+ ("Monday", -2.9704144655697013),+ ("Tax Day", -2.9704144655697013),+ ("Mother's Day", -2.9704144655697013),+ ("day", -1.0986122886681098),+ ("Thanksgiving Day", -2.9704144655697013),+ ("March", -2.9704144655697013), ("month", -2.9704144655697013),+ ("Tuesday", -2.277267285009756)],+ n = 13},+ koData =+ ClassData{prior = -infinity, unseen = -2.639057329615259,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<time-of-day> sharp|exactly",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.890371757896165,+ likelihoods =+ HashMap.fromList+ [("at <time-of-day>", -2.1400661634962708),+ ("time-of-day (latent)", -2.1400661634962708),+ ("hhmm (latent)", -2.1400661634962708),+ ("<time-of-day> am|pm", -2.1400661634962708),+ ("hh:mm", -2.1400661634962708), ("hour", -1.7346010553881064),+ ("minute", -1.4469189829363254)],+ n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("in <named-month>|year",+ Classifier{okData =+ ClassData{prior = -0.2719337154836418,+ unseen = -3.6635616461296463,+ likelihoods =+ HashMap.fromList+ [("<year> (bc|ad)", -1.845826690498331),+ ("October", -2.9444389791664407),+ ("year (latent)", -1.3350010667323402),+ ("year", -0.9295359586241757), ("March", -2.9444389791664407),+ ("month", -2.538973871058276)],+ n = 16},+ koData =+ ClassData{prior = -1.4350845252893227, unseen = -2.833213344056216,+ likelihoods =+ HashMap.fromList+ [("October", -1.6739764335716716),+ ("year (latent)", -1.3862943611198906),+ ("year", -1.3862943611198906), ("month", -1.6739764335716716)],+ n = 5}}),+ ("Islamic New Year",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Lent",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("negative numbers",+ Classifier{okData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0},+ koData =+ ClassData{prior = 0.0, unseen = -3.332204510175204,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)", -7.696104113612832e-2),+ ("integer (0..19)", -2.6026896854443837)],+ n = 25}}),+ ("about|exactly <duration>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("half a <time-grain>", -0.6931471805599453),+ ("minute", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<time> before last|after next",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.639057329615259,+ likelihoods =+ HashMap.fromList+ [("Wednesday", -1.8718021769015913),+ ("Friday", -1.466337068793427), ("day", -1.1786549963416462),+ ("March", -1.8718021769015913), ("month", -1.8718021769015913)],+ n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("by the end of <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("this|last|next <cycle>", -0.6931471805599453),+ ("month", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("half an hour (abbrev).",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("hhmm (military) am|pm",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<datetime> - <datetime> (interval)",+ Classifier{okData =+ ClassData{prior = -0.5596157879354228, unseen = -4.127134385045092,+ likelihoods =+ HashMap.fromList+ [("intersecthh:mm", -3.012261575505202),+ ("from|since|after <time>hh:mm", -2.501435951739211),+ ("minuteminute", -1.2776605201170952),+ ("hh:mmhh:mm", -1.9136492868370918),+ ("dayday", -3.012261575505202),+ ("hourhour", -3.012261575505202),+ ("<named-month> <day-of-month> (non ordinal)<named-month> <day-of-month> (non ordinal)",+ -3.012261575505202),+ ("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",+ -3.012261575505202),+ ("<time-of-day> am|pm<time-of-day> am|pm", -3.012261575505202)],+ n = 20},+ koData =+ ClassData{prior = -0.8472978603872037, unseen = -3.951243718581427,+ likelihoods =+ HashMap.fromList+ [("hourday", -3.2386784521643803),+ ("<named-month> <day-of-month> (non ordinal)July",+ -3.2386784521643803),+ ("daymonth", -2.833213344056216),+ ("<time-of-day> am|pmintersect", -3.2386784521643803),+ ("hh:mm<time-of-day> am|pm", -2.833213344056216),+ ("minuteminute", -1.9859154836690123),+ ("from|since|after <time><time-of-day> am|pm",+ -3.2386784521643803),+ ("dayday", -3.2386784521643803),+ ("from|since|after <time><day-of-month> (ordinal or number) <named-month>",+ -2.833213344056216),+ ("hourhour", -2.5455312716044354),+ ("minutehour", -2.833213344056216),+ ("hh:mmintersect", -2.322387720290225),+ ("<named-month> <day-of-month> (non ordinal)August",+ -3.2386784521643803),+ ("about|exactly <time-of-day><time-of-day> am|pm",+ -3.2386784521643803),+ ("from|since|after <time>intersect", -2.833213344056216)],+ n = 15}}),+ ("Tuesday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.639057329615259,+ likelihoods = HashMap.fromList [("", 0.0)], n = 12},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("New Year's Day",+ Classifier{okData =+ ClassData{prior = -1.6094379124341003,+ unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -0.2231435513142097,+ unseen = -2.3025850929940455,+ likelihoods = HashMap.fromList [("", 0.0)], n = 8}}),+ ("fortnight",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Memorial Day weekend",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<integer> and an half hour",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Laylat al-Qadr",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Boghi",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("at the beginning|end of <named-month>",+ Classifier{okData =+ ClassData{prior = -0.2231435513142097,+ unseen = -2.5649493574615367,+ likelihoods =+ HashMap.fromList+ [("January", -1.3862943611198906),+ ("April", -1.3862943611198906), ("month", -0.8754687373538999)],+ n = 4},+ koData =+ ClassData{prior = -1.6094379124341003,+ unseen = -1.9459101490553135,+ likelihoods =+ HashMap.fromList+ [("October", -1.0986122886681098),+ ("month", -1.0986122886681098)],+ n = 1}}),+ ("<time-of-day> - <time-of-day> (interval)",+ Classifier{okData =+ ClassData{prior = -1.0296194171811581, unseen = -4.110873864173311,+ likelihoods =+ HashMap.fromList+ [("from|since|after <time>hh:mm", -2.4849066497880004),+ ("minuteminute", -1.529395204760564),+ ("from|since|after <time><time-of-day> am|pm",+ -3.4011973816621555),+ ("hh:mmhh:mm", -1.8971199848858813),+ ("<time-of-day> am|pmtime-of-day (latent)", -2.70805020110221),+ ("hourhour", -1.8971199848858813),+ ("from|since|after <time>time-of-day (latent)",+ -3.4011973816621555),+ ("<time-of-day> am|pm<time-of-day> am|pm", -2.70805020110221)],+ n = 20},+ koData =+ ClassData{prior = -0.4418327522790392, unseen = -4.532599493153256,+ likelihoods =+ HashMap.fromList+ [("about|exactly <time-of-day>time-of-day (latent)",+ -3.828641396489095),+ ("until <time>time-of-day (latent)", -2.575878427993727),+ ("hh:mmtime-of-day (latent)", -2.12389330425067),+ ("hh:mm<time-of-day> am|pm", -3.4231762883809305),+ ("from|since|after <time><time-of-day> am|pm",+ -3.828641396489095),+ ("<time-of-day> am|pmtime-of-day (latent)", -3.828641396489095),+ ("at <time-of-day><time-of-day> am|pm", -3.828641396489095),+ ("hourhour", -1.6314168191528755),+ ("from|since|after <time><integer> to|till|before <hour-of-day>",+ -3.828641396489095),+ ("hourminute", -3.828641396489095),+ ("minutehour", -1.5773495978825998),+ ("until <time><time-of-day> am|pm", -3.4231762883809305),+ ("about|exactly <time-of-day><time-of-day> am|pm",+ -3.828641396489095),+ ("from|since|after <time>time-of-day (latent)",+ -2.575878427993727),+ ("at <time-of-day>time-of-day (latent)", -3.4231762883809305),+ ("<integer> to|till|before <hour-of-day>time-of-day (latent)",+ -3.4231762883809305)],+ n = 36}}),+ ("military spelled out numbers am|pm",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods =+ HashMap.fromList [("integer (0..19)integer (20..90)", 0.0)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("winter",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("nth <time> after <time>",+ Classifier{okData =+ ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,+ likelihoods =+ HashMap.fromList+ [("dayday", -0.916290731874155),+ ("ordinals (first..twentieth,thirtieth,...)Tuesdayintersect",+ -0.916290731874155)],+ n = 1},+ koData =+ ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,+ likelihoods =+ HashMap.fromList+ [("dayday", -0.916290731874155),+ ("ordinals (first..twentieth,thirtieth,...)TuesdayChristmas",+ -0.916290731874155)],+ n = 1}}),+ ("<named-month> <day-of-month> (non ordinal)",+ Classifier{okData =+ ClassData{prior = -0.42121346507630353,+ unseen = -3.951243718581427,+ likelihoods =+ HashMap.fromList+ [("Augustinteger (numeric)", -2.5455312716044354),+ ("Marchinteger (numeric)", -2.833213344056216),+ ("Aprilinteger (numeric)", -3.2386784521643803),+ ("month", -0.8407831793660099),+ ("Februaryinteger (numeric)", -1.9859154836690123),+ ("Septemberinteger (numeric)", -2.833213344056216),+ ("Octoberinteger (numeric)", -2.833213344056216),+ ("Julyinteger (numeric)", -2.1400661634962708)],+ n = 21},+ koData =+ ClassData{prior = -1.067840630001356, unseen = -3.4657359027997265,+ likelihoods =+ HashMap.fromList+ [("Augustinteger (numeric)", -2.3353749158170367),+ ("Marchinteger (numeric)", -2.740840023925201),+ ("Aprilinteger (numeric)", -2.740840023925201),+ ("month", -0.9490805546971459),+ ("from|since|after <time>integer (numeric)",+ -2.3353749158170367),+ ("Julyinteger (numeric)", -1.6422277352570913)],+ n = 11}}),+ ("President's Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [("", 0.0)], n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Diwali",+ Classifier{okData =+ ClassData{prior = -0.2876820724517809,+ unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -1.3862943611198906,+ unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),+ ("last night",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("this|next <day-of-week>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.995732273553991,+ likelihoods =+ HashMap.fromList+ [("Thursday", -2.2512917986064953),+ ("Wednesday", -2.2512917986064953),+ ("Monday", -1.845826690498331), ("day", -0.8649974374866046),+ ("Tuesday", -1.55814461804655)],+ n = 7},+ koData =+ ClassData{prior = -infinity, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("ordinal (digits)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.784189633918261,+ likelihoods = HashMap.fromList [("", 0.0)], n = 42},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("quarter (grain)",+ Classifier{okData =+ ClassData{prior = -0.2876820724517809, unseen = -2.639057329615259,+ likelihoods = HashMap.fromList [("", 0.0)], n = 12},+ koData =+ ClassData{prior = -1.3862943611198906, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),+ ("last <cycle> of <time>",+ Classifier{okData =+ ClassData{prior = -0.916290731874155, unseen = -3.1354942159291497,+ likelihoods =+ HashMap.fromList+ [("day (grain)October", -1.9924301646902063),+ ("daymonth", -1.4816045409242156),+ ("day (grain)intersect", -1.9924301646902063),+ ("weekmonth", -1.9924301646902063),+ ("week (grain)intersect", -2.3978952727983707),+ ("week (grain)September", -2.3978952727983707)],+ n = 6},+ koData =+ ClassData{prior = -0.5108256237659907, unseen = -3.367295829986474,+ likelihoods =+ HashMap.fromList+ [("daymonth", -2.2335922215070942),+ ("day (grain)May", -2.2335922215070942),+ ("week (grain)year (latent)", -1.9459101490553135),+ ("weekmonth", -1.7227665977411035),+ ("week (grain)October", -2.2335922215070942),+ ("weekyear", -1.9459101490553135),+ ("week (grain)intersect", -2.2335922215070942)],+ n = 9}}),+ ("Chhath",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Vasant Panchami",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<day-of-month>(ordinal) <named-month> year",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)April", -0.6931471805599453),+ ("month", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("the <ordinal> last <cycle> of <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.9444389791664407,+ likelihoods =+ HashMap.fromList+ [("ordinals (first..twentieth,thirtieth,...)week (grain)year (latent)",+ -2.1972245773362196),+ ("daymonth", -2.1972245773362196),+ ("ordinal (digits)day (grain)May", -2.1972245773362196),+ ("ordinals (first..twentieth,thirtieth,...)week (grain)intersect",+ -2.1972245773362196),+ ("weekmonth", -1.791759469228055),+ ("ordinal (digits)week (grain)year (latent)",+ -2.1972245773362196),+ ("weekyear", -1.791759469228055),+ ("ordinals (first..twentieth,thirtieth,...)week (grain)October",+ -2.1972245773362196)],+ n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -2.1972245773362196,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Black Friday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Labor Day",+ Classifier{okData =+ ClassData{prior = -0.2876820724517809,+ unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -1.3862943611198906,+ unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),+ ("week-end",+ Classifier{okData =+ ClassData{prior = -1.5040773967762742,+ unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -0.25131442828090605,+ unseen = -2.1972245773362196,+ likelihoods = HashMap.fromList [("", 0.0)], n = 7}}),+ ("Great Lent",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Maundy Thursday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("day (grain)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.4339872044851463,+ likelihoods = HashMap.fromList [("", 0.0)], n = 29},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("right now",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("for <duration> from <time>",+ Classifier{okData =+ ClassData{prior = -0.40546510810816444,+ unseen = -2.3025850929940455,+ likelihoods =+ HashMap.fromList+ [("<integer> <unit-of-duration><day-of-month> (ordinal)",+ -1.5040773967762742),+ ("dayday", -1.0986122886681098),+ ("<integer> <unit-of-duration><day-of-month> (ordinal or number) <named-month>",+ -1.5040773967762742)],+ n = 2},+ koData =+ ClassData{prior = -1.0986122886681098,+ unseen = -2.0794415416798357,+ likelihoods =+ HashMap.fromList+ [("dayhour", -1.252762968495368),+ ("<integer> <unit-of-duration>time-of-day (latent)",+ -1.252762968495368)],+ n = 1}}),+ ("compose by multiplication",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList [("integer (0..19)powers of tens", 0.0)],+ n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("end of year",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.4849066497880004,+ likelihoods = HashMap.fromList [("", 0.0)], n = 10},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("between <time> and <time>",+ Classifier{okData =+ ClassData{prior = -1.0986122886681098,+ unseen = -3.1780538303479458,+ likelihoods =+ HashMap.fromList+ [("minuteminute", -0.832909122935104),+ ("hh:mmhh:mm", -0.832909122935104)],+ n = 9},+ koData =+ ClassData{prior = -0.40546510810816444,+ unseen = -3.7376696182833684,+ likelihoods =+ HashMap.fromList+ [("hh:mmtime-of-day (latent)", -1.410986973710262),+ ("minuteminute", -1.410986973710262),+ ("minutehour", -1.410986973710262),+ ("hh:mmintersect", -1.410986973710262)],+ n = 18}}),+ ("<month> dd-dd (interval)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.4657359027997265,+ likelihoods =+ HashMap.fromList+ [("from|since|after <time>integer (numeric)integer (numeric)",+ -2.740840023925201),+ ("from|since|after <time>ordinal (digits)ordinal (digits)",+ -2.740840023925201),+ ("Julyinteger (numeric)integer (numeric)", -1.6422277352570913),+ ("Augustordinal (digits)integer (numeric)",+ -2.3353749158170367),+ ("from|since|after <time>ordinal (digits)integer (numeric)",+ -2.740840023925201),+ ("month", -0.8690378470236094),+ ("Augustordinal (digits)ordinal (digits)",+ -2.3353749158170367)],+ n = 12},+ koData =+ ClassData{prior = -infinity, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("intersect by \",\", \"of\", \"from\" for year",+ Classifier{okData =+ ClassData{prior = -8.701137698962981e-2,+ unseen = -3.5263605246161616,+ likelihoods =+ HashMap.fromList+ [("Labor Daythis|last|next <cycle>", -2.803360380906535),+ ("Administrative Professionals' Dayyear (latent)",+ -2.803360380906535),+ ("Black Fridaythis|last|next <cycle>", -2.803360380906535),+ ("Martin Luther King's Daythis|last|next <cycle>",+ -2.3978952727983707),+ ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",+ -2.803360380906535),+ ("dayyear", -1.0116009116784799),+ ("Thanksgiving Daythis|last|next <cycle>", -2.803360380906535),+ ("Memorial Daythis|last|next <cycle>", -2.803360380906535),+ ("intersectyear (latent)", -2.803360380906535),+ ("<named-month> <day-of-month> (non ordinal)year (latent)",+ -2.3978952727983707)],+ n = 11},+ koData =+ ClassData{prior = -2.4849066497880004, unseen = -2.639057329615259,+ likelihoods =+ HashMap.fromList+ [("Fridaythis|last|next <cycle>", -1.8718021769015913),+ ("dayyear", -1.8718021769015913)],+ n = 1}}),+ ("part of days",+ Classifier{okData =+ ClassData{prior = -6.899287148695143e-2,+ unseen = -3.4011973816621555,+ likelihoods = HashMap.fromList [("", 0.0)], n = 28},+ koData =+ ClassData{prior = -2.70805020110221, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2}}), ("at the beginning|end of <week>", Classifier{okData = ClassData{prior = 0.0, unseen = -4.330733340286331,
Duckling/Ranking/Classifiers/EN_XX.hs view
@@ -60,2888 +60,3093 @@ likelihoods = HashMap.fromList [], n = 0}}), ("Thursday", Classifier{okData =- ClassData{prior = -9.53101798043249e-2,- unseen = -3.4657359027997265,- likelihoods = HashMap.fromList [("", 0.0)], n = 30},- koData =- ClassData{prior = -2.3978952727983707,- unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),- ("integer (numeric)",- Classifier{okData =- ClassData{prior = -0.6231370149872965, unseen = -5.645446897643238,- likelihoods = HashMap.fromList [("", 0.0)], n = 281},- koData =- ClassData{prior = -0.7684302409804936,- unseen = -5.5012582105447265,- likelihoods = HashMap.fromList [("", 0.0)], n = 243}}),- ("<duration> hence|ago",- Classifier{okData =- ClassData{prior = -0.15415067982725836,- unseen = -3.784189633918261,- likelihoods =- HashMap.fromList- [("week", -1.563975538357343), ("day", -1.8152899666382492),- ("year", -2.662587827025453),- ("<integer> <unit-of-duration>", -1.0531499145913523),- ("a <unit-of-duration>", -2.662587827025453),- ("month", -2.662587827025453),- ("fortnight", -2.662587827025453)],- n = 18},- koData =- ClassData{prior = -1.9459101490553135, unseen = -2.639057329615259,- likelihoods =- HashMap.fromList- [("year", -1.466337068793427),- ("<integer> <unit-of-duration>", -1.1786549963416462),- ("month", -1.8718021769015913)],- n = 3}}),- ("noon|midnight|EOD|end of day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.9459101490553135,- likelihoods = HashMap.fromList [("", 0.0)], n = 5},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("quarter to|till|before <hour-of-day>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList- [("noon|midnight|EOD|end of day", -0.6931471805599453),- ("hour", -0.6931471805599453)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("<cycle> after|before <time>",- Classifier{okData =- ClassData{prior = -0.6931471805599453, unseen = -2.833213344056216,- likelihoods =- HashMap.fromList- [("day (grain)tomorrow", -1.6739764335716716),- ("dayday", -1.1631508098056809),- ("day (grain)yesterday", -1.6739764335716716)],- n = 4},- koData =- ClassData{prior = -0.6931471805599453, unseen = -2.833213344056216,- likelihoods =- HashMap.fromList- [("dayhour", -1.6739764335716716),- ("year (grain)Christmas", -2.0794415416798357),- ("dayday", -2.0794415416798357),- ("day (grain)intersect", -1.6739764335716716),- ("day (grain)Easter Sunday", -2.0794415416798357),- ("yearday", -2.0794415416798357)],- n = 4}}),- ("Easter Monday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Navaratri",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Martin Luther King's Day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.3025850929940455,- likelihoods = HashMap.fromList [("", 0.0)], n = 8},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("integer (20..90)",- Classifier{okData =- ClassData{prior = -0.6931471805599453,- unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -0.6931471805599453,- unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),- ("Shemini Atzeret",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Ramadan",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Lazarus Saturday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("intersect 2 numbers",- Classifier{okData =- ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,- likelihoods =- HashMap.fromList- [("compose by multiplicationinteger (0..19)",- -0.2231435513142097)],- n = 3},- koData =- ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,- likelihoods =- HashMap.fromList- [("powers of tensinteger (0..19)", -0.2231435513142097)],- n = 3}}),- ("mm/yyyy",- Classifier{okData =- ClassData{prior = -0.6931471805599453,- unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -0.6931471805599453,- unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),- ("integer after|past <hour-of-day>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.3025850929940455,- likelihoods =- HashMap.fromList- [("hour", -0.8109302162163288),- ("integer (numeric)time-of-day (latent)", -1.0986122886681098),- ("integer (20..90)time-of-day (latent)", -1.5040773967762742)],- n = 3},- koData =- ClassData{prior = -infinity, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [], n = 0}}),- ("Yom HaShoah",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<day-of-month> (ordinal or number) <named-month>",- Classifier{okData =- ClassData{prior = -1.3862943611198906, unseen = -2.890371757896165,- likelihoods =- HashMap.fromList- [("ordinal (digits)December", -2.1400661634962708),- ("ordinal (digits)February", -2.1400661634962708),- ("integer (numeric)April", -2.1400661634962708),- ("month", -1.4469189829363254)],- n = 3},- koData =- ClassData{prior = -0.2876820724517809,- unseen = -3.4011973816621555,- likelihoods =- HashMap.fromList- [("ordinal (digits)October", -2.6741486494265287),- ("ordinal (digits)July", -2.6741486494265287),- ("integer (numeric)September", -2.268683541318364),- ("ordinal (digits)August", -2.6741486494265287),- ("integer (numeric)August", -2.6741486494265287),- ("ordinal (digits)April", -2.6741486494265287),- ("month", -1.0647107369924282),- ("integer (numeric)July", -2.268683541318364)],- n = 9}}),- ("<time> <part-of-day>",- Classifier{okData =- ClassData{prior = -9.237332013101517e-2,- unseen = -4.48863636973214,- likelihoods =- HashMap.fromList- [("<day-of-month> (ordinal)in|during the <part-of-day>",- -3.784189633918261),- ("dayhour", -1.4816045409242156),- ("Mondayearly morning", -3.378724525810097),- ("time-of-day (latent)tonight", -3.378724525810097),- ("hourhour", -2.3978952727983707),- ("<time-of-day> o'clockin|during the <part-of-day>",- -3.784189633918261),- ("todaypart of days", -3.784189633918261),- ("minutehour", -2.6855773452501515),- ("at <time-of-day>in|during the <part-of-day>",- -3.378724525810097),- ("time-of-day (latent)this <part-of-day>", -3.784189633918261),- ("Mondayin|during the <part-of-day>", -3.784189633918261),- ("intersectpart of days", -3.784189633918261),- ("intersectin|during the <part-of-day>", -3.784189633918261),- ("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",- -3.784189633918261),- ("the <day-of-month> (ordinal)in|during the <part-of-day>",- -3.784189633918261),- ("tomorrowpart of days", -2.3978952727983707),- ("hh:mmin|during the <part-of-day>", -3.0910424533583156),- ("time-of-day (latent)in|during the <part-of-day>",- -3.784189633918261),- ("hhmm (latent)in|during the <part-of-day>",- -3.784189633918261),- ("yesterdaypart of days", -3.378724525810097),- ("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",- -3.784189633918261),- ("Mondaypart of days", -3.784189633918261)],- n = 31},- koData =- ClassData{prior = -2.4277482359480516,- unseen = -3.4965075614664802,- likelihoods =- HashMap.fromList- [("yearhour", -2.772588722239781),- ("monthhour", -2.772588722239781),- ("hourhour", -2.772588722239781),- ("year (latent)in|during the <part-of-day>",- -2.772588722239781),- ("Februaryin|during the <part-of-day>", -2.772588722239781),- ("time-of-day (latent)in|during the <part-of-day>",- -2.772588722239781)],- n = 3}}),- ("today",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.9459101490553135,- likelihoods = HashMap.fromList [("", 0.0)], n = 5},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("mm/dd",- Classifier{okData =- ClassData{prior = -1.2729656758128873,- unseen = -2.1972245773362196,- likelihoods = HashMap.fromList [("", 0.0)], n = 7},- koData =- ClassData{prior = -0.3285040669720361, unseen = -2.995732273553991,- likelihoods = HashMap.fromList [("", 0.0)], n = 18}}),- ("at <time-of-day>",- Classifier{okData =- ClassData{prior = -8.961215868968717e-2,- unseen = -4.948759890378168,- likelihoods =- HashMap.fromList- [("<time> timezone", -3.8430301339411947),- ("noon|midnight|EOD|end of day", -3.8430301339411947),- ("integer after|past <hour-of-day>", -3.8430301339411947),- ("half after|past <hour-of-day>", -4.248495242049359),- ("time-of-day (latent)", -1.6835458845878222),- ("hhmm (latent)", -3.5553480614894135),- ("<time-of-day> am|pm", -1.8061482066801546),- ("hh:mm", -3.332204510175204),- ("about|exactly <time-of-day>", -3.8430301339411947),- ("hour", -1.0704414117014134),- ("<time-of-day> sharp|exactly", -4.248495242049359),- ("minute", -2.05127066471314)],- n = 64},- koData =- ClassData{prior = -2.456735772821304, unseen = -3.2188758248682006,- likelihoods =- HashMap.fromList- [("time-of-day (latent)", -1.2321436812926323),- ("hour", -1.2321436812926323)],- n = 6}}),- ("December",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("absorption of , after named day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -3.332204510175204,- likelihoods =- HashMap.fromList- [("on <date>", -2.1972245773362196),- ("Wednesday", -2.6026896854443837),- ("Saturday", -2.6026896854443837),- ("Monday", -2.1972245773362196),- ("Friday", -1.9095425048844386), ("day", -0.8979415932059586),- ("Sunday", -2.6026896854443837)],- n = 10},- koData =- ClassData{prior = -infinity, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [], n = 0}}),- ("September",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("tonight",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("last|past|next <duration>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -4.2626798770413155,- likelihoods =- HashMap.fromList- [("week", -2.456735772821304), ("second", -2.639057329615259),- ("day", -2.3025850929940455), ("year", -2.639057329615259),- ("<integer> <unit-of-duration>", -0.7827593392496325),- ("hour", -2.639057329615259), ("month", -2.639057329615259),- ("minute", -2.639057329615259)],- n = 31},- koData =- ClassData{prior = -infinity, unseen = -2.1972245773362196,- likelihoods = HashMap.fromList [], n = 0}}),- ("the ides of <named-month>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList- [("March", -0.6931471805599453), ("month", -0.6931471805599453)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("on <date>",- Classifier{okData =- ClassData{prior = -0.13353139262452263,- unseen = -4.204692619390966,- likelihoods =- HashMap.fromList- [("Thursday", -1.4816045409242156),- ("mm/dd", -3.4965075614664802),- ("absorption of , after named day", -3.0910424533583156),- ("intersect", -3.0910424533583156),- ("Saturday", -2.803360380906535),- ("Friday", -3.4965075614664802), ("day", -0.8574502318512216),- ("the <day-of-month> (ordinal)", -3.0910424533583156),- ("intersect by \",\", \"of\", \"from\", \"'s\"",- -2.803360380906535),- ("hour", -3.4965075614664802)],- n = 28},- koData =- ClassData{prior = -2.0794415416798357,- unseen = -2.9444389791664407,- likelihoods =- HashMap.fromList- [("intersect", -1.791759469228055), ("day", -1.2809338454620642),- ("intersect by \",\", \"of\", \"from\", \"'s\"",- -1.791759469228055)],- n = 4}}),- ("integer (0..19)",- Classifier{okData =- ClassData{prior = -0.11122563511022437,- unseen = -3.970291913552122,- likelihoods = HashMap.fromList [("", 0.0)], n = 51},- koData =- ClassData{prior = -2.2512917986064953,- unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6}}),- ("between <time-of-day> and <time-of-day> (interval)",- Classifier{okData =- ClassData{prior = -0.6931471805599453,- unseen = -3.1354942159291497,- likelihoods =- HashMap.fromList- [("minuteminute", -0.7884573603642702),- ("hh:mmhh:mm", -0.7884573603642702)],- n = 9},- koData =- ClassData{prior = -0.6931471805599453,- unseen = -3.1354942159291497,- likelihoods =- HashMap.fromList- [("hh:mmtime-of-day (latent)", -0.7884573603642702),- ("minutehour", -0.7884573603642702)],- n = 9}}),- ("Halloween",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Passover",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("from <month> dd-dd (interval)",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.3978952727983707,- likelihoods =- HashMap.fromList- [("Julyinteger (numeric)integer (numeric)", -1.6094379124341003),- ("Augustordinal (digits)integer (numeric)",- -1.6094379124341003),- ("month", -0.916290731874155),- ("Augustordinal (digits)ordinal (digits)",- -1.6094379124341003)],- n = 3},- koData =- ClassData{prior = -infinity, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [], n = 0}}),- ("October",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.890371757896165,- likelihoods = HashMap.fromList [("", 0.0)], n = 16},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("from|since|after <time-of-day>",- Classifier{okData =- ClassData{prior = -1.6094379124341003, unseen = -4.04305126783455,- likelihoods =- HashMap.fromList- [("July", -3.332204510175204),- ("time-of-day (latent)", -2.4159137783010487),- ("<time-of-day> am|pm", -2.4159137783010487),- ("hh:mm", -2.4159137783010487), ("hour", -1.8281271133989299),- ("month", -2.9267394020670396), ("minute", -2.4159137783010487),- ("August", -3.332204510175204)],- n = 14},- koData =- ClassData{prior = -0.2231435513142097, unseen = -4.948759890378168,- likelihoods =- HashMap.fromList- [("<integer> to|till|before <hour-of-day>", -3.8430301339411947),- ("week", -4.248495242049359),- ("<day-of-month> (ordinal or number) <named-month>",- -4.248495242049359),- ("today", -4.248495242049359),- ("intersect", -2.3766930651477676),- ("second", -4.248495242049359), ("now", -3.332204510175204),- ("tomorrow", -3.8430301339411947),- ("this|last|next <cycle>", -4.248495242049359),- ("day", -1.8971199848858813),- ("time-of-day (latent)", -4.248495242049359),- ("<time-of-day> am|pm", -3.8430301339411947),- ("nograin", -3.332204510175204),- ("<named-month>|<named-day> <day-of-month> (ordinal)",- -4.248495242049359),- ("Easter Sunday", -4.248495242049359),- ("Christmas", -3.5553480614894135),- ("hour", -2.995732273553991), ("month", -4.248495242049359),- ("<datetime> - <datetime> (interval)", -2.8622008809294686),- ("<time-of-day> - <time-of-day> (interval)",- -2.5437471498109336),- ("<named-month> <day-of-month> (non ordinal)",- -3.8430301339411947),- ("minute", -1.7635885922613588),- ("right now", -4.248495242049359),- ("<month> dd-dd (interval)", -3.5553480614894135),- ("dd-dd <month> (interval)", -3.8430301339411947)],- n = 56}}),- ("month (grain)",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.995732273553991,- likelihoods = HashMap.fromList [("", 0.0)], n = 18},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<integer> more <unit-of-duration>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList- [("integer (numeric)minute (grain)", -0.6931471805599453),- ("minute", -0.6931471805599453)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("<time-of-day> o'clock",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.1972245773362196,- likelihoods =- HashMap.fromList- [("time-of-day (latent)", -0.6931471805599453),- ("hour", -0.6931471805599453)],- n = 3},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("in|within|after <duration>",- Classifier{okData =- ClassData{prior = -0.17062551703076334,- unseen = -4.653960350157523,- likelihoods =- HashMap.fromList- [("week", -3.258096538021482),- ("<integer> more <unit-of-duration>", -3.951243718581427),- ("three-quarters of an hour", -3.0349529867072724),- ("<integer> + '\"", -3.258096538021482),- ("number.number hours", -3.951243718581427),- ("second", -3.545778610473263), ("day", -3.258096538021482),- ("half an hour", -3.0349529867072724),- ("year", -3.951243718581427),- ("<integer> <unit-of-duration>", -1.5998684614179497),- ("a <unit-of-duration>", -3.0349529867072724),- ("quarter of an hour", -3.0349529867072724),- ("hour", -2.5649493574615367),- ("about|exactly <duration>", -3.951243718581427),- ("<integer> and an half hour", -3.951243718581427),- ("minute", -1.3121863889661687)],- n = 43},- koData =- ClassData{prior = -1.8523840910444898,- unseen = -3.5553480614894135,- likelihoods =- HashMap.fromList- [("quarter", -2.4277482359480516), ("year", -1.7346010553881064),- ("<integer> <unit-of-duration>", -1.7346010553881064),- ("a <unit-of-duration>", -2.1400661634962708),- ("month", -2.833213344056216)],- n = 8}}),- ("January",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("three-quarters of an hour",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Mattu Pongal",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Wednesday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.3025850929940455,- likelihoods = HashMap.fromList [("", 0.0)], n = 8},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("half after|past <hour-of-day>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.9459101490553135,- likelihoods =- HashMap.fromList- [("time-of-day (latent)", -0.6931471805599453),- ("hour", -0.6931471805599453)],- n = 2},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("<integer> + '\"",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],- n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("half <integer> (UK style hour-of-day)",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList- [("time-of-day (latent)", -0.6931471805599453),- ("hour", -0.6931471805599453)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("July",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.833213344056216,- likelihoods = HashMap.fromList [("", 0.0)], n = 15},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("hour (grain)",- Classifier{okData =- ClassData{prior = -0.8209805520698302,- unseen = -2.5649493574615367,- likelihoods = HashMap.fromList [("", 0.0)], n = 11},- koData =- ClassData{prior = -0.579818495252942, unseen = -2.772588722239781,- likelihoods = HashMap.fromList [("", 0.0)], n = 14}}),- ("Shavuot",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<day> <duration> hence|ago",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.5649493574615367,- likelihoods =- HashMap.fromList- [("daymonth", -1.3862943611198906),- ("Thanksgiving Day<integer> <unit-of-duration>",- -1.0986122886681098),- ("dayyear", -1.3862943611198906),- ("Diwali<integer> <unit-of-duration>", -1.791759469228055)],- n = 4},- koData =- ClassData{prior = -infinity, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [], n = 0}}),- ("<ordinal> quarter",- Classifier{okData =- ClassData{prior = -0.4700036292457356, unseen = -2.639057329615259,- likelihoods =- HashMap.fromList- [("ordinal (digits)quarter (grain)", -1.1786549963416462),- ("ordinals (first..twentieth,thirtieth,...)quarter (grain)",- -1.466337068793427),- ("quarter", -0.7731898882334817)],- n = 5},- koData =- ClassData{prior = -0.9808292530117262,- unseen = -2.3025850929940455,- likelihoods =- HashMap.fromList- [("ordinal (digits)quarter (grain)", -0.8109302162163288),- ("quarter", -0.8109302162163288)],- n = 3}}),- ("Boss's Day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Orthodox Easter Sunday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("one twenty two",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("intersect",- Classifier{okData =- ClassData{prior = -0.459704877045161, unseen = -6.704414354964107,- likelihoods =- HashMap.fromList- [("Navaratriyear (latent)", -6.010040932680917),- ("Ramadanyear (latent)", -6.010040932680917),- ("<datetime> - <datetime> (interval)on <date>",- -4.757277964185549),- ("Bhai Doojyear (latent)", -6.010040932680917),- ("<time-of-day> - <time-of-day> (interval)on <date>",- -4.757277964185549),- ("hourday", -4.305292840442492),- ("dayhour", -3.092270200596638),- ("Martin Luther King's Dayyear (latent)", -5.604575824572753),- ("Shemini Atzeretyear (latent)", -6.010040932680917),- ("daymonth", -5.316893752120972),- ("monthday", -5.604575824572753),- ("monthyear", -4.400603020246817),- ("Yom Ha'atzmautyear (latent)", -6.010040932680917),- ("Vijayadashamiyear (latent)", -6.010040932680917),- ("Thanksgiving Dayyear (latent)", -4.911428644012807),- ("Thai Pongalyear (latent)", -5.316893752120972),- ("Thiru Onamyear (latent)", -5.316893752120972),- ("Tuesdaythe <day-of-month> (ordinal)", -6.010040932680917),- ("from <datetime> - <datetime> (interval)July",- -6.010040932680917),- ("houryear", -5.316893752120972),- ("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",- -6.010040932680917),- ("Christmas<time-of-day> am|pm", -6.010040932680917),- ("last <day-of-week> of <time>year (latent)",- -6.010040932680917),- ("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",- -5.316893752120972),- ("<time-of-day> am|pmintersect", -4.757277964185549),- ("Octoberyear (latent)", -4.757277964185549),- ("intersect<time-of-day> am|pm", -6.010040932680917),- ("Mattu Pongalyear (latent)", -6.010040932680917),- ("Shavuotyear (latent)", -6.010040932680917),- ("Dhanterasin <named-month>|year", -6.010040932680917),- ("at <time-of-day>in|within|after <duration>",- -6.010040932680917),- ("Thursdayhh(:mm) - <time-of-day> am|pm", -6.010040932680917),- ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",- -5.604575824572753),- ("Marchyear (latent)", -6.010040932680917),- ("Sukkotyear (latent)", -5.604575824572753),- ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",- -6.010040932680917),- ("Clean Mondayyear (latent)", -5.604575824572753),- ("monthhour", -5.604575824572753),- ("todayat <time-of-day>", -6.010040932680917),- ("Thursday<time> timezone", -4.305292840442492),- ("this <time>hh(:mm) - <time-of-day> am|pm",- -6.010040932680917),- ("Palm SundaySunday", -5.604575824572753),- ("dayday", -3.812816355344698),- ("<time> <part-of-day>at <time-of-day>", -6.010040932680917),- ("mm/ddat <time-of-day>", -6.010040932680917),- ("tonightat <time-of-day>", -6.010040932680917),- ("<time-of-day> am|pmabsorption of , after named day",- -5.316893752120972),- ("today<time-of-day> am|pm", -6.010040932680917),- ("Februarythe <day-of-month> (ordinal)", -5.604575824572753),- ("at <time-of-day><time> <part-of-day>", -6.010040932680917),- ("mm/dd<time-of-day> am|pm", -6.010040932680917),- ("hourhour", -4.757277964185549),- 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HashMap.fromList [("", 0.0)], n = 28},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("from <datetime> - <datetime> (interval)",- Classifier{okData =- ClassData{prior = -1.0116009116784799,- unseen = -3.6375861597263857,- likelihoods =- HashMap.fromList- [("minuteminute", -2.001480000210124),- ("<day-of-month> (ordinal)<day-of-month> (ordinal)",- -2.917770732084279),- ("hh:mmhh:mm", -2.001480000210124),- ("dayday", -2.512305623976115),- ("<named-month>|<named-day> <day-of-month> (ordinal)<day-of-month> (ordinal)",- -2.917770732084279),- ("<time-of-day> am|pmtime-of-day (latent)", -2.917770732084279),- ("hourhour", -2.512305623976115),- ("<time-of-day> am|pm<time-of-day> am|pm", -2.917770732084279)],- n = 8},- koData =- ClassData{prior = -0.45198512374305727,- unseen = -3.912023005428146,- likelihoods =- HashMap.fromList- [("hourday", -3.1986731175506815),- ("dayhour", -2.793208009442517),- ("<day-of-month> (ordinal)time-of-day (latent)",- -3.1986731175506815),- ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",- -3.1986731175506815),- ("hh:mmtime-of-day (latent)", -2.2823823856765264),- ("minuteminute", -2.793208009442517),- ("time-of-day (latent)time-of-day (latent)",- -2.793208009442517),- ("dayday", -3.1986731175506815),- ("hourhour", -2.505525936990736),- ("dayyear", -3.1986731175506815),- ("minutehour", -2.2823823856765264),- ("hh:mmintersect", -2.793208009442517),- ("<day-of-month> (ordinal)<day-of-month> (ordinal or number) <named-month>",- -3.1986731175506815),- ("time-of-day (latent)<time-of-day> am|pm",- -3.1986731175506815),- ("time-of-day (latent)<day-of-month> (ordinal or number) <named-month>",- -3.1986731175506815),- ("<named-month> <day-of-month> (non ordinal)time-of-day (latent)",- -3.1986731175506815)],- n = 14}}),- ("Saturday",- Classifier{okData =- ClassData{prior = -0.15415067982725836,- unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6},- koData =- ClassData{prior = -1.9459101490553135,- unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),- ("the <cycle> of <time>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.890371757896165,- likelihoods =- HashMap.fromList- [("week (grain)<named-month>|<named-day> <day-of-month> (ordinal)",- -1.7346010553881064),- ("weekmonth", -1.7346010553881064),- ("week (grain)October", -1.7346010553881064),- ("week (grain)<named-month> <day-of-month> (non ordinal)",- -1.7346010553881064),- ("weekday", -1.2237754316221157)],- n = 6},- koData =- ClassData{prior = -infinity, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [], n = 0}}),- ("number.number hours",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("from <time-of-day> - <time-of-day> (interval)",- Classifier{okData =- ClassData{prior = -0.6931471805599453,- unseen = -3.4339872044851463,- likelihoods =- HashMap.fromList- [("minuteminute", -1.6094379124341003),- ("hh:mmhh:mm", -1.6094379124341003),- ("<time-of-day> am|pmtime-of-day (latent)", -2.70805020110221),- ("hourhour", -2.3025850929940455),- ("hourminute", -2.3025850929940455),- ("time-of-day (latent)<time-of-day> sharp|exactly",- -2.70805020110221),- ("time-of-day (latent)hh:mm", -2.70805020110221),- ("<time-of-day> am|pm<time-of-day> am|pm", -2.70805020110221)],- n = 9},- koData =- ClassData{prior = -0.6931471805599453,- unseen = -3.4339872044851463,- likelihoods =- HashMap.fromList- [("hh:mmtime-of-day (latent)", -1.6094379124341003),- ("time-of-day (latent)time-of-day (latent)",- -2.0149030205422647),- ("hourhour", -1.791759469228055),- ("minutehour", -1.6094379124341003),- ("time-of-day (latent)<time-of-day> am|pm", -2.70805020110221)],- n = 9}}),- ("integer 21..99",- Classifier{okData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0},- koData =- ClassData{prior = 0.0, unseen = -1.9459101490553135,- likelihoods =- HashMap.fromList- [("integer (numeric)integer (numeric)", -0.6931471805599453),- ("integer (20..90)integer (0..19)", -0.6931471805599453)],- n = 4}}),- ("Tisha B'Av",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("yyyy-mm-dd",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("year (latent)",- Classifier{okData =- ClassData{prior = -0.16454938704815686,- unseen = -4.852030263919617,- likelihoods =- HashMap.fromList- [("integer (numeric)", -4.839654086185021e-2),- ("intersect 2 numbers", -3.457892725338701)],- n = 123},- koData =- ClassData{prior = -1.8856912890622586, unseen = -3.295836866004329,- likelihoods =- HashMap.fromList- [("integer (numeric)", -1.3121863889661687),- ("negative numbers", -0.6190392084062235),- ("compose by multiplication", -1.8718021769015913)],- n = 22}}),- ("mm/dd/yyyy",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.9459101490553135,- likelihoods = HashMap.fromList [("", 0.0)], n = 5},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Monday",- Classifier{okData =- ClassData{prior = -0.3483066942682157, unseen = -2.639057329615259,- likelihoods = HashMap.fromList [("", 0.0)], n = 12},- koData =- ClassData{prior = -1.2237754316221157,- unseen = -1.9459101490553135,- likelihoods = HashMap.fromList [("", 0.0)], n = 5}}),- ("yesterday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.9459101490553135,- likelihoods = HashMap.fromList [("", 0.0)], n = 5},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<ordinal> quarter <year>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.9459101490553135,- likelihoods =- HashMap.fromList- [("ordinal (digits)quarter (grain)year (latent)",- -0.6931471805599453),- ("quarteryear", -0.6931471805599453)],- n = 2},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("hh:mm:ss",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Hanukkah",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<hour-of-day> <integer>",- Classifier{okData =- ClassData{prior = -0.40546510810816444,- unseen = -2.1972245773362196,- likelihoods =- HashMap.fromList- [("at <time-of-day>integer (20..90)", -1.3862943611198906),- ("hour", -0.9808292530117262),- ("at <time-of-day>integer (numeric)", -1.3862943611198906)],- n = 2},- koData =- ClassData{prior = -1.0986122886681098,- unseen = -1.9459101490553135,- likelihoods =- HashMap.fromList- [("about|exactly <time-of-day>integer (numeric)",- -1.0986122886681098),- ("hour", -1.0986122886681098)],- n = 1}}),- ("nth <time> of <time>",- Classifier{okData =- ClassData{prior = -0.4700036292457356, unseen = -2.833213344056216,- likelihoods =- HashMap.fromList- [("daymonth", -0.9808292530117262),- ("ordinals (first..twentieth,thirtieth,...)Tuesdayintersect",- -2.0794415416798357),- ("ordinals (first..twentieth,thirtieth,...)Wednesdayintersect",- -1.6739764335716716),- ("ordinals (first..twentieth,thirtieth,...)TuesdayOctober",- -1.6739764335716716)],- n = 5},- koData =- ClassData{prior = -0.9808292530117262,- unseen = -2.5649493574615367,- likelihoods =- HashMap.fromList- [("daymonth", -1.0986122886681098),- ("ordinals (first..twentieth,thirtieth,...)TuesdaySeptember",- -1.791759469228055),- ("ordinals (first..twentieth,thirtieth,...)WednesdayOctober",- -1.3862943611198906)],- n = 3}}),- ("Valentine's Day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("April",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.9459101490553135,- likelihoods = HashMap.fromList [("", 0.0)], n = 5},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Maha Saptami",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("end of month",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.4849066497880004,- likelihoods = HashMap.fromList [("", 0.0)], n = 10},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("week (grain)",- Classifier{okData =- ClassData{prior = -4.0821994520255166e-2,- unseen = -4.304065093204169,- likelihoods = HashMap.fromList [("", 0.0)], n = 72},- koData =- ClassData{prior = -3.2188758248682006,- unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),- ("<part-of-day> of <time>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -3.0910424533583156,- likelihoods =- HashMap.fromList- [("part of daysintersect by \",\", \"of\", \"from\", \"'s\"",- -2.3513752571634776),- ("part of daysintersect", -2.3513752571634776),- ("hourday", -0.9650808960435872),- ("part of daysthe <day-of-month> (ordinal)",- -2.3513752571634776),- ("part of daysthe <day-of-month> (number)",- -2.3513752571634776),- ("part of daysthis <time>", -2.3513752571634776),- ("part of daysChristmas", -1.9459101490553135)],- n = 7},- koData =- ClassData{prior = -infinity, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [], n = 0}}),- ("six thirty six a.m.",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.0794415416798357,- likelihoods =- HashMap.fromList- [("integer (numeric)", -1.252762968495368),- ("one twenty two", -0.8472978603872037),- ("one eleven", -1.252762968495368)],- n = 4},- koData =- ClassData{prior = -infinity, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [], n = 0}}),- ("Shrove Tuesday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("now",- Classifier{okData =- ClassData{prior = -0.2876820724517809,- unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6},- koData =- ClassData{prior = -1.3862943611198906,- unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),- ("<day-of-month> (ordinal or number) of <named-month>",- Classifier{okData =- ClassData{prior = -0.13353139262452263,- unseen = -3.0910424533583156,- likelihoods =- HashMap.fromList- [("ordinal (digits)July", -2.3513752571634776),- ("ordinals (first..twentieth,thirtieth,...)March",- -2.3513752571634776),- ("ordinal (digits)February", -2.3513752571634776),- ("integer (numeric)February", -1.9459101490553135),- ("month", -0.9650808960435872),- ("ordinal (digits)March", -2.3513752571634776),- ("integer (numeric)July", -2.3513752571634776)],- n = 7},- koData =- ClassData{prior = -2.0794415416798357,- unseen = -2.3025850929940455,- likelihoods =- HashMap.fromList- [("ordinal (digits)February", -1.5040773967762742),- ("month", -1.5040773967762742)],- n = 1}}),- ("this <part-of-day>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.1972245773362196,- likelihoods =- HashMap.fromList- [("hour", -0.6931471805599453),- ("part of days", -0.6931471805599453)],- n = 3},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("Kaanum Pongal",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Yom Kippur",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("powers of tens",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Friday",- Classifier{okData =- ClassData{prior = -0.3677247801253174,- unseen = -2.3978952727983707,- likelihoods = HashMap.fromList [("", 0.0)], n = 9},- koData =- ClassData{prior = -1.1786549963416462, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),- ("in|during the <part-of-day>",- Classifier{okData =- ClassData{prior = -8.701137698962981e-2,- unseen = -3.258096538021482,- likelihoods =- HashMap.fromList- [("early morning", -2.5257286443082556),- ("hour", -0.7339691750802004),- ("part of days", -0.8209805520698302)],- n = 11},- koData =- ClassData{prior = -2.4849066497880004, unseen = -1.791759469228055,- likelihoods =- HashMap.fromList- [("hour", -0.916290731874155),- ("part of days", -0.916290731874155)],- n = 1}}),- ("tomorrow",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.9444389791664407,- likelihoods = HashMap.fromList [("", 0.0)], n = 17},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("hh(:mm) - <time-of-day> am|pm",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.70805020110221,- likelihoods =- HashMap.fromList- [("time-of-day (latent)", -0.6931471805599453),- ("hour", -0.6931471805599453)],- n = 6},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("this|last|next <cycle>",- Classifier{okData =- ClassData{prior = -7.598590697792199e-2,- unseen = -5.093750200806762,- likelihoods =- HashMap.fromList- [("week", -1.1173044216802621),- ("month (grain)", -2.7850112422383386),- ("year (grain)", -2.6026896854443837),- ("week (grain)", -1.1173044216802621),- ("quarter", -3.4781584227982836), ("year", -2.6026896854443837),- ("month", -2.7850112422383386),- ("quarter (grain)", -3.4781584227982836)],- n = 76},- koData =- ClassData{prior = -2.6149597780361984,- unseen = -3.1354942159291497,- likelihoods =- HashMap.fromList- [("week", -1.4816045409242156),- ("week (grain)", -1.4816045409242156),- ("day", -1.9924301646902063),- ("day (grain)", -1.9924301646902063)],- n = 6}}),- ("Simchat Torah",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("New Year's Eve",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("the <ordinal> <cycle> of <time>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList- [("ordinal (digits)quarter (grain)year (latent)",- -0.6931471805599453),- ("quarteryear", -0.6931471805599453)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("Raksha Bandhan",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Ashura",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Palm Sunday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Eid al-Adha",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("by <time>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.70805020110221,- likelihoods =- HashMap.fromList- [("noon|midnight|EOD|end of day", -1.9459101490553135),- ("time-of-day (latent)", -1.9459101490553135),- ("<time-of-day> am|pm", -1.9459101490553135),- ("hh:mm", -1.9459101490553135), ("hour", -1.540445040947149),- ("minute", -1.540445040947149)],- n = 4},- koData =- ClassData{prior = -infinity, unseen = -1.9459101490553135,- likelihoods = HashMap.fromList [], n = 0}}),- ("half an hour",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.9459101490553135,- likelihoods = HashMap.fromList [("", 0.0)], n = 5},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("the <day-of-month> (ordinal)",- Classifier{okData =- ClassData{prior = -0.2006706954621511,- unseen = -2.4849066497880004,- likelihoods =- HashMap.fromList- [("ordinals (first..twentieth,thirtieth,...)",- -1.7047480922384253),- ("ordinal (digits)", -0.2006706954621511)],- n = 9},- koData =- ClassData{prior = -1.7047480922384253,- unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList [("ordinal (digits)", -0.2876820724517809)],- n = 2}}),- ("last weekend of <named-month>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.639057329615259,- likelihoods =- HashMap.fromList- [("October", -0.9555114450274363), ("July", -1.8718021769015913),- ("month", -0.7731898882334817)],- n = 5},- koData =- ClassData{prior = -infinity, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [], n = 0}}),- ("the <day-of-month> (number)",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Lag BaOmer",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("fractional number",- Classifier{okData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0},- koData =- ClassData{prior = 0.0, unseen = -2.9444389791664407,- likelihoods = HashMap.fromList [("", 0.0)], n = 17}}),- ("Sunday",- Classifier{okData =- ClassData{prior = -0.262364264467491, unseen = -2.4849066497880004,- likelihoods = HashMap.fromList [("", 0.0)], n = 10},- koData =- ClassData{prior = -1.466337068793427, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),- ("Chinese New Year",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.9459101490553135,- likelihoods = HashMap.fromList [("", 0.0)], n = 5},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("February",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.70805020110221,- likelihoods = HashMap.fromList [("", 0.0)], n = 13},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("minute (grain)",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.833213344056216,- likelihoods = HashMap.fromList [("", 0.0)], n = 15},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("last|this|next <season>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("the <ordinal> quarter",- Classifier{okData =- ClassData{prior = -0.6931471805599453,- unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList- [("ordinal (digits)quarter (grain)", -0.6931471805599453),- ("quarter", -0.6931471805599453)],- n = 1},- koData =- ClassData{prior = -0.6931471805599453,- unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList- [("ordinal (digits)quarter (grain)", -0.6931471805599453),- ("quarter", -0.6931471805599453)],- n = 1}}),- ("time-of-day (latent)",- Classifier{okData =- ClassData{prior = -0.5699145401359973, unseen = -4.290459441148391,- likelihoods =- HashMap.fromList- [("integer (numeric)", -0.11778303565638351),- ("integer (0..19)", -2.330755969960742)],- n = 69},- koData =- ClassData{prior = -0.8337291311811348, unseen = -4.04305126783455,- likelihoods =- HashMap.fromList- [("integer (numeric)", -9.352605801082348e-2),- ("integer (0..19)", -2.9267394020670396),- ("integer 21..99", -3.332204510175204)],- n = 53}}),- ("beginning of year",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("last <day-of-week> of <time>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.3978952727983707,- likelihoods =- HashMap.fromList- [("daymonth", -0.916290731874155),- ("SundayMarch", -1.6094379124341003),- ("MondayMarch", -1.6094379124341003),- ("Sundayintersect", -1.6094379124341003)],- n = 3},- koData =- ClassData{prior = -infinity, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [], n = 0}}),- ("<integer> <unit-of-duration>",- Classifier{okData =- ClassData{prior = -0.13036181786324358,- unseen = -5.204006687076795,- likelihoods =- HashMap.fromList- [("week", -2.5594397016505672),- ("integer (0..19)year (grain)", -3.11905548958599),- ("integer (numeric)day (grain)", -2.8006017584674554),- ("integer (0..19)second (grain) ", -3.8122026701459353),- ("integer (0..19)hour (grain)", -3.11905548958599),- ("second", -3.4067375620377707),- ("integer (numeric)second (grain) ", -4.099884742597716),- ("integer (numeric)year (grain)", -3.11905548958599),- ("day", -2.4904468301636156), ("year", -2.4904468301636156),- ("integer (numeric)week (grain)", -3.11905548958599),- ("integer (0..19)month (grain)", -3.5890591188317256),- ("hour", -2.7135903814778253), ("month", -2.89591193827178),- ("integer (numeric)minute (grain)", -3.2525868822105126),- ("integer (0..19)minute (grain)", -3.11905548958599),- ("integer (numeric)month (grain)", -3.4067375620377707),- ("minute", -2.5594397016505672),- ("integer (numeric)hour (grain)", -3.5890591188317256),- ("integer (0..19)day (grain)", -3.5890591188317256),- ("integer (0..19)week (grain)", -3.2525868822105126)],- n = 79},- koData =- ClassData{prior = -2.1019143975318944, unseen = -3.828641396489095,- likelihoods =- HashMap.fromList- [("quarter", -3.1135153092103742), ("hour", -1.4087672169719492),- ("integer (numeric)hour (grain)", -1.4087672169719492),- ("integer (0..19)quarter (grain)", -3.1135153092103742)],- n = 11}}),- ("hhmm (latent)",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<time-of-day> am|pm",- Classifier{okData =- ClassData{prior = -0.2876820724517809, unseen = -5.342334251964811,- likelihoods =- HashMap.fromList- [("integer after|past <hour-of-day>", -3.951243718581427),- ("at <time-of-day>", -2.202043863772168),- ("from|since|after <time-of-day>", -3.7281001672672174),- ("<time-of-day> o'clock", -4.238925791033208),- ("half after|past <hour-of-day>", -4.238925791033208),- ("time-of-day (latent)", -1.7266201670570935),- ("hhmm (latent)", -4.6443908991413725),- ("hh:mm", -2.293015641977895),- ("quarter after|past <hour-of-day>", -4.6443908991413725),- ("about|exactly <time-of-day>", -4.6443908991413725),- ("until <time-of-day>", -3.951243718581427),- ("hour", -1.2104036946562264),- ("<time-of-day> sharp|exactly", -4.6443908991413725),- ("minute", -1.754019141245208)],- n = 96},- koData =- ClassData{prior = -1.3862943611198906, unseen = -4.394449154672439,- likelihoods =- HashMap.fromList- [("<integer> to|till|before <hour-of-day>", -3.283414346005772),- ("from|since|after <time-of-day>", -3.283414346005772),- ("<hour-of-day> <integer>", -3.6888794541139363),- ("time-of-day (latent)", -1.0498221244986778),- ("hour", -1.0147308046874075), ("minute", -2.772588722239781)],- n = 32}}),- ("Yom Ha'atzmaut",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("from <day-of-month> (ordinal or number) to <day-of-month> (ordinal or number) <named-month> (interval)",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.0794415416798357,- likelihoods =- HashMap.fromList- [("ordinal (digits)ordinal (digits)July", -1.252762968495368),- ("integer (numeric)integer (numeric)July", -1.252762968495368),- ("month", -0.8472978603872037)],- n = 2},- koData =- ClassData{prior = -infinity, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [], n = 0}}),- ("Thiru Onam",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Thai Pongal",- Classifier{okData =- ClassData{prior = -0.5596157879354228, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},- koData =- ClassData{prior = -0.8472978603872037,- unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),- ("Vijayadashami",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Thanksgiving Day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.9444389791664407,- likelihoods = HashMap.fromList [("", 0.0)], n = 17},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("part of <named-month>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.1972245773362196,- likelihoods =- HashMap.fromList- [("March", -0.6931471805599453), ("month", -0.6931471805599453)],- n = 3},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("a <unit-of-duration>",- Classifier{okData =- ClassData{prior = -0.49247648509779407,- unseen = -3.6109179126442243,- likelihoods =- HashMap.fromList- [("week", -2.1972245773362196),- ("year (grain)", -2.1972245773362196),- ("second", -2.890371757896165),- ("week (grain)", -2.1972245773362196),- ("day", -2.1972245773362196),- ("minute (grain)", -2.890371757896165),- ("year", -2.1972245773362196),- ("second (grain) ", -2.890371757896165),- ("minute", -2.890371757896165),- ("day (grain)", -2.1972245773362196)],- n = 11},- koData =- ClassData{prior = -0.9444616088408514, unseen = -3.367295829986474,- likelihoods =- HashMap.fromList- [("hour (grain)", -1.7227665977411035),- ("quarter", -1.9459101490553135), ("hour", -1.7227665977411035),- ("quarter (grain)", -1.9459101490553135)],- n = 7}}),- ("at the beginning|end of <year>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.3978952727983707,- likelihoods =- HashMap.fromList- [("year (latent)", -0.6931471805599453),- ("year", -0.6931471805599453)],- n = 4},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("Dhanteras",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Tu BiShvat",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Whit Monday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("hh:mm",- Classifier{okData =- ClassData{prior = -5.6352936551131744e-2,- unseen = -4.2626798770413155,- likelihoods = HashMap.fromList [("", 0.0)], n = 69},- koData =- ClassData{prior = -2.9041650800285006, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),- ("Holi",- Classifier{okData =- ClassData{prior = -0.2876820724517809,- unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -1.3862943611198906,- unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),- ("Rosh Hashanah",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Holika Dahan",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("quarter of an hour",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("second (grain) ",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("ordinals (first..twentieth,thirtieth,...)",- Classifier{okData =- ClassData{prior = -6.899287148695143e-2,- unseen = -2.772588722239781,- likelihoods = HashMap.fromList [("", 0.0)], n = 14},- koData =- ClassData{prior = -2.70805020110221, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),- ("Mawlid",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Jumu'atul-Wida",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("quarter after|past <hour-of-day>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList- [("time-of-day (latent)", -0.6931471805599453),- ("hour", -0.6931471805599453)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("the <cycle> after|before <time>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.0794415416798357,- likelihoods =- HashMap.fromList- [("day (grain)tomorrow", -1.252762968495368),- ("dayday", -0.8472978603872037),- ("day (grain)yesterday", -1.252762968495368)],- n = 2},- koData =- ClassData{prior = -infinity, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [], n = 0}}),- ("about|exactly <time-of-day>",- Classifier{okData =- ClassData{prior = -0.15415067982725836,- unseen = -3.6109179126442243,- likelihoods =- HashMap.fromList- [("week", -1.791759469228055),- ("hh(:mm) - <time-of-day> am|pm", -2.890371757896165),- ("this|last|next <cycle>", -1.791759469228055),- ("day", -2.4849066497880004),- ("time-of-day (latent)", -2.890371757896165),- ("hhmm (latent)", -2.4849066497880004),- ("<time-of-day> am|pm", -2.890371757896165),- ("hour", -2.1972245773362196),- ("next <time>", -2.890371757896165),- ("this|next <day-of-week>", -2.890371757896165),- ("minute", -2.4849066497880004)],- n = 12},- koData =- ClassData{prior = -1.9459101490553135, unseen = -2.833213344056216,- likelihoods =- HashMap.fromList- [("mm/dd", -2.0794415416798357), ("day", -2.0794415416798357),- ("time-of-day (latent)", -2.0794415416798357),- ("hour", -2.0794415416798357)],- n = 2}}),- ("Sukkot",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<day> in <duration>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -3.044522437723423,- likelihoods =- HashMap.fromList- [("daymonth", -2.3025850929940455),- ("monthyear", -1.8971199848858813),- ("Marcha <unit-of-duration>", -2.3025850929940455),- ("March<integer> <unit-of-duration>", -2.3025850929940455),- ("Thanksgiving Daya <unit-of-duration>", -2.3025850929940455),- ("Thanksgiving Day<integer> <unit-of-duration>",- -1.8971199848858813),- ("Vijayadashami<integer> <unit-of-duration>",- -2.3025850929940455),- ("dayyear", -1.6094379124341003)],- n = 6},- koData =- ClassData{prior = -infinity, unseen = -2.1972245773362196,- likelihoods = HashMap.fromList [], n = 0}}),- ("World Vegan Day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("intersect by \",\", \"of\", \"from\", \"'s\"",- Classifier{okData =- ClassData{prior = -0.4700036292457356, unseen = -5.081404364984463,- likelihoods =- HashMap.fromList- [("Wednesday<named-month> <day-of-month> (non ordinal)",- -4.382026634673881),- ("dayhour", -3.1292636661785136),- ("daymonth", -3.1292636661785136),- ("<named-month> <day-of-month> (non ordinal)Friday",- -4.382026634673881),- ("Friday<named-month> <day-of-month> (non ordinal)",- -3.6888794541139363),- ("Wednesdayintersect", -4.382026634673881),- ("Black Fridaythis|last|next <cycle>", -4.382026634673881),- ("<part-of-day> of <time>February", -4.382026634673881),- ("Saturday<time-of-day> am|pm", -4.382026634673881),- ("Martin Luther King's Daythis|last|next <cycle>",- -3.9765615265657175),- ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",- -4.382026634673881),- ("on <date><time-of-day> am|pm", -4.382026634673881),- ("hourmonth", -4.382026634673881),- ("dayday", -2.5102244577722903),- ("the <day-of-month> (ordinal)February", -3.9765615265657175),- ("WednesdayOctober", -4.382026634673881),- ("Wednesdaythis|last|next <cycle>", -3.9765615265657175),- ("intersect<named-month> <day-of-month> (non ordinal)",- -3.4657359027997265),- ("dayyear", -2.8779492378976075),- ("Saturday<named-month> <day-of-month> (non ordinal)",- -4.382026634673881),- ("Thursdayhh:mm", -3.9765615265657175),- ("Thanksgiving Daythis|last|next <cycle>", -4.382026634673881),- ("on <date><named-month> <day-of-month> (non ordinal)",- -3.9765615265657175),- ("TuesdayOctober", -4.382026634673881),- ("the <day-of-month> (ordinal)March", -4.382026634673881),- ("Mondaythis|last|next <cycle>", -4.382026634673881),- ("Fridayintersect by \",\", \"of\", \"from\", \"'s\"",- -4.382026634673881),- ("Fridayintersect", -4.382026634673881),- ("Thursday<datetime> - <datetime> (interval)",- -3.6888794541139363),- ("Thursday<time-of-day> - <time-of-day> (interval)",- -3.4657359027997265),- ("Tuesdaythis|last|next <cycle>", -4.382026634673881),- ("Sunday<named-month> <day-of-month> (non ordinal)",- -4.382026634673881),- ("dayminute", -2.995732273553991),- ("minuteday", -3.4657359027997265),- ("this|last|next <cycle>Sunday", -4.382026634673881),- ("intersectyear (latent)", -4.382026634673881),- ("Sundaythis|last|next <cycle>", -4.382026634673881),- ("weekday", -4.382026634673881),- ("dayweek", -3.283414346005772),- ("Thursday<time-of-day> am|pm", -4.382026634673881),- ("Monday<named-month> <day-of-month> (non ordinal)",- -3.9765615265657175),- ("<named-month> <day-of-month> (non ordinal)year (latent)",- -3.9765615265657175)],- n = 50},- koData =- ClassData{prior = -0.9808292530117262, unseen = -4.795790545596741,- likelihoods =- HashMap.fromList- [("week-endJuly", -4.0943445622221),- ("week-endOctober", -3.4011973816621555),- ("daymonth", -1.8971199848858813),- ("TuesdaySeptember", -4.0943445622221),- ("Wednesdayintersect", -4.0943445622221),- ("hourmonth", -2.995732273553991),- ("Fridaythis|last|next <cycle>", -4.0943445622221),- ("SundayFebruary", -4.0943445622221),- ("WednesdayOctober", -4.0943445622221),- ("week-endintersect", -4.0943445622221),- ("dayyear", -4.0943445622221),- ("FridayJuly", -3.6888794541139363),- ("FridaySeptember", -4.0943445622221),- ("WednesdayFebruary", -4.0943445622221),- ("minutemonth", -3.1780538303479458),- ("SundayMarch", -4.0943445622221),- ("MondayFebruary", -3.6888794541139363),- ("Fridayintersect", -4.0943445622221),- ("Thursday<time-of-day> - <time-of-day> (interval)",- -3.6888794541139363),- ("dayminute", -3.4011973816621555),- ("SaturdaySeptember", -4.0943445622221),- ("intersectSeptember", -3.1780538303479458),- ("MondayMarch", -4.0943445622221),- ("on <date>September", -3.6888794541139363),- ("Tuesdayintersect", -4.0943445622221),- ("Sundayintersect", -4.0943445622221)],- n = 30}}),- ("last <time>",- Classifier{okData =- ClassData{prior = -0.6286086594223742, unseen = -3.295836866004329,- likelihoods =- HashMap.fromList- [("Martin Luther King's Day", -2.5649493574615367),- ("day", -1.1786549963416462), ("Sunday", -2.5649493574615367),- ("Chinese New Year", -2.159484249353372),- ("Thanksgiving Day", -2.5649493574615367),- ("Easter Sunday", -2.5649493574615367),- ("hour", -2.5649493574615367), ("Tuesday", -2.5649493574615367),- ("week-end", -2.5649493574615367)],- n = 8},- koData =- ClassData{prior = -0.7621400520468967,- unseen = -3.2188758248682006,- likelihoods =- HashMap.fromList- [("Monday", -2.4849066497880004), ("day", -2.0794415416798357),- ("Sunday", -2.4849066497880004), ("hour", -1.3862943611198906),- ("week-end", -1.3862943611198906)],- n = 7}}),- ("March",- Classifier{okData =- ClassData{prior = 0.0, unseen = -3.044522437723423,- likelihoods = HashMap.fromList [("", 0.0)], n = 19},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<named-month>|<named-day> <day-of-month> (ordinal)",- Classifier{okData =- ClassData{prior = -0.2231435513142097, unseen = -3.258096538021482,- likelihoods =- HashMap.fromList- [("Octoberordinal (digits)", -2.120263536200091),- ("Thursdayordinal (digits)", -2.5257286443082556),- ("day", -2.120263536200091),- ("Augustordinal (digits)", -2.5257286443082556),- ("Marchordinals (first..twentieth,thirtieth,...)",- -2.120263536200091),- ("Tuesdayordinal (digits)", -2.5257286443082556),- ("month", -1.2729656758128873),- ("Marchordinal (digits)", -2.5257286443082556)],- n = 8},- koData =- ClassData{prior = -1.6094379124341003, unseen = -2.639057329615259,- likelihoods =- HashMap.fromList- [("from|since|after <time-of-day>ordinal (digits)",- -1.8718021769015913),- ("Augustordinal (digits)", -1.8718021769015913),- ("month", -1.466337068793427)],- n = 2}}),- ("Clean Monday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<day-of-month> (ordinal)",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.9459101490553135,- likelihoods = HashMap.fromList [("ordinal (digits)", 0.0)], n = 5},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Easter Sunday",- Classifier{okData =- ClassData{prior = -0.2876820724517809,- unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6},- koData =- ClassData{prior = -1.3862943611198906,- unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),- ("Christmas",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.4849066497880004,- likelihoods = HashMap.fromList [("", 0.0)], n = 10},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("until <time-of-day>",- Classifier{okData =- ClassData{prior = -0.9808292530117262, unseen = -3.044522437723423,- likelihoods =- HashMap.fromList- [("time-of-day (latent)", -2.3025850929940455),- ("<time-of-day> am|pm", -1.6094379124341003),- ("hh:mm", -1.8971199848858813), ("hour", -1.8971199848858813),- ("minute", -1.3862943611198906)],- n = 6},- koData =- ClassData{prior = -0.4700036292457356, unseen = -3.367295829986474,- likelihoods =- HashMap.fromList- [("intersect", -1.7227665977411035),- ("yesterday", -2.2335922215070942),- ("day", -2.2335922215070942), ("hh:mm", -1.7227665977411035),- ("hour", -2.639057329615259), ("minute", -1.252762968495368)],- n = 10}}),- ("mm.dd.yyyy",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Isra and Mi'raj",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<duration> after|before|from <time>",- Classifier{okData =- ClassData{prior = -0.40546510810816444,- unseen = -3.5553480614894135,- likelihoods =- HashMap.fromList- [("a <unit-of-duration>now", -2.833213344056216),- ("a <unit-of-duration>Christmas", -2.833213344056216),- ("dayday", -2.833213344056216),- ("<integer> <unit-of-duration>today", -2.833213344056216),- ("daysecond", -2.833213344056216),- ("a <unit-of-duration>right now", -2.833213344056216),- ("minutenograin", -2.833213344056216),- ("<integer> <unit-of-duration>Christmas", -2.833213344056216),- ("<integer> <unit-of-duration>Easter Sunday",- -2.833213344056216),- ("secondnograin", -2.833213344056216),- ("yearday", -2.1400661634962708),- ("daynograin", -2.833213344056216),- ("<integer> <unit-of-duration>now", -2.4277482359480516)],- n = 8},- koData =- ClassData{prior = -1.0986122886681098, unseen = -3.295836866004329,- likelihoods =- HashMap.fromList- [("dayhour", -2.5649493574615367),- ("<integer> <unit-of-duration><day-of-month> (ordinal)",- -2.5649493574615367),- ("monthnograin", -2.5649493574615367),- ("dayday", -2.159484249353372),- ("<integer> <unit-of-duration>time-of-day (latent)",- -2.5649493574615367),- ("<integer> <unit-of-duration><day-of-month> (ordinal or number) <named-month>",- -2.5649493574615367),- ("<integer> <unit-of-duration>now", -2.5649493574615367)],- n = 4}}),- ("<day-of-month> (ordinal or number) of <month>",- Classifier{okData =- ClassData{prior = -8.004270767353637e-2,- unseen = -3.5263605246161616,- likelihoods =- HashMap.fromList- [("ordinal (digits)July", -2.803360380906535),- ("ordinals (first..twentieth,thirtieth,...)March",- -2.803360380906535),- ("ordinal (digits)this|last|next <cycle>", -2.1102132003465894),- ("integer (numeric)this|last|next <cycle>",- -2.3978952727983707),- ("ordinal (digits)February", -2.803360380906535),- ("integer (numeric)February", -2.3978952727983707),- ("month", -0.9315582040049435),- ("ordinal (digits)March", -2.803360380906535),- ("integer (numeric)July", -2.803360380906535)],- n = 12},- koData =- ClassData{prior = -2.5649493574615367,- unseen = -2.4849066497880004,- likelihoods =- HashMap.fromList- [("ordinal (digits)February", -1.7047480922384253),- ("month", -1.7047480922384253)],- n = 1}}),- ("decimal number",- Classifier{okData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0},- koData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),- ("Naraka Chaturdashi",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("beginning of month",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [("", 0.0)], n = 6},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("next <time>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -3.4339872044851463,- likelihoods =- HashMap.fromList- [("Martin Luther King's Day", -2.70805020110221),- ("Halloween", -2.70805020110221),- ("Wednesday", -2.70805020110221),- ("Boss's Day", -2.70805020110221),- ("Monday", -2.70805020110221), ("day", -1.0986122886681098),- ("Thanksgiving Day", -2.70805020110221),- ("March", -2.70805020110221), ("month", -2.70805020110221),- ("Tuesday", -2.0149030205422647)],- n = 10},- koData =- ClassData{prior = -infinity, unseen = -2.3978952727983707,- likelihoods = HashMap.fromList [], n = 0}}),- ("<time-of-day> sharp|exactly",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.890371757896165,- likelihoods =- HashMap.fromList- [("at <time-of-day>", -2.1400661634962708),- ("time-of-day (latent)", -2.1400661634962708),- ("hhmm (latent)", -2.1400661634962708),- ("<time-of-day> am|pm", -2.1400661634962708),- ("hh:mm", -2.1400661634962708), ("hour", -1.7346010553881064),- ("minute", -1.4469189829363254)],- n = 5},- koData =- ClassData{prior = -infinity, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [], n = 0}}),- ("in <named-month>|year",- Classifier{okData =- ClassData{prior = -0.2876820724517809,- unseen = -3.1780538303479458,- likelihoods =- HashMap.fromList- [("October", -2.4423470353692043),- ("year (latent)", -1.0560526742493137),- ("year", -1.0560526742493137), ("March", -2.4423470353692043),- ("month", -2.03688192726104)],- n = 9},- koData =- ClassData{prior = -1.3862943611198906,- unseen = -2.4849066497880004,- likelihoods =- HashMap.fromList- [("October", -1.2992829841302609),- ("year (latent)", -1.7047480922384253),- ("year", -1.7047480922384253), ("month", -1.2992829841302609)],- n = 3}}),- ("Islamic New Year",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Lent",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("negative numbers",- Classifier{okData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0},- koData =- ClassData{prior = 0.0, unseen = -3.332204510175204,- likelihoods =- HashMap.fromList- [("integer (numeric)", -7.696104113612832e-2),- ("integer (0..19)", -2.6026896854443837)],- n = 25}}),- ("about|exactly <duration>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList- [("half an hour", -0.6931471805599453),- ("minute", -0.6931471805599453)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("<time> before last|after next",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.639057329615259,- likelihoods =- HashMap.fromList- [("Wednesday", -1.8718021769015913),- ("Friday", -1.466337068793427), ("day", -1.1786549963416462),- ("March", -1.8718021769015913), ("month", -1.8718021769015913)],- n = 4},- koData =- ClassData{prior = -infinity, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [], n = 0}}),- ("by the end of <time>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList- [("this|last|next <cycle>", -0.6931471805599453),- ("month", -0.6931471805599453)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("hhmm (military) am|pm",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<datetime> - <datetime> (interval)",- Classifier{okData =- ClassData{prior = -0.3794896217049037, unseen = -4.304065093204169,- likelihoods =- HashMap.fromList- [("intersecthh:mm", -3.1918471524802814),- ("intersect<time-of-day> am|pm", -3.1918471524802814),- ("minuteminute", -1.457246097092175),- ("hh:mmhh:mm", -2.093234863812172),- ("dayday", -3.1918471524802814),- ("hourhour", -2.093234863812172),- ("<named-month> <day-of-month> (non ordinal)<named-month> <day-of-month> (non ordinal)",- -3.1918471524802814),- ("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",- -3.1918471524802814),- ("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",- -3.597312260588446),- ("from|since|after <time-of-day><time-of-day> am|pm",- -3.597312260588446),- ("<time-of-day> am|pm<time-of-day> am|pm", -2.681021528714291),- ("from|since|after <time-of-day>hh:mm", -2.681021528714291)],- n = 26},- koData =- ClassData{prior = -1.1526795099383855, unseen = -3.828641396489095,- likelihoods =- HashMap.fromList- [("<named-month> <day-of-month> (non ordinal)July",- -3.1135153092103742),- ("daymonth", -2.70805020110221),- ("from|since|after <time-of-day>intersect", -2.70805020110221),- ("<time-of-day> am|pmintersect", -3.1135153092103742),- ("hh:mm<time-of-day> am|pm", -2.70805020110221),- ("minuteminute", -1.8607523407150064),- ("hourhour", -2.70805020110221),- ("minutehour", -2.70805020110221),- ("hh:mmintersect", -2.1972245773362196),- ("<named-month> <day-of-month> (non ordinal)August",- -3.1135153092103742),- ("about|exactly <time-of-day><time-of-day> am|pm",- -3.1135153092103742)],- n = 12}}),- ("Tuesday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.639057329615259,- likelihoods = HashMap.fromList [("", 0.0)], n = 12},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("New Year's Day",- Classifier{okData =- ClassData{prior = -1.6094379124341003,- unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -0.2231435513142097,- unseen = -2.3025850929940455,- likelihoods = HashMap.fromList [("", 0.0)], n = 8}}),- ("fortnight",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<integer> and an half hour",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Laylat al-Qadr",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Boghi",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("at the beginning|end of <named-month>",- Classifier{okData =- ClassData{prior = -0.2231435513142097,- unseen = -2.5649493574615367,- likelihoods =- HashMap.fromList- [("January", -1.3862943611198906),- ("April", -1.3862943611198906), ("month", -0.8754687373538999)],- n = 4},- koData =- ClassData{prior = -1.6094379124341003,- unseen = -1.9459101490553135,- likelihoods =- HashMap.fromList- [("October", -1.0986122886681098),- ("month", -1.0986122886681098)],- n = 1}}),- ("<time-of-day> - <time-of-day> (interval)",- Classifier{okData =- ClassData{prior = -0.7375989431307791, unseen = -4.110873864173311,- likelihoods =- HashMap.fromList- [("minuteminute", -1.529395204760564),- ("hh:mmhh:mm", -1.8971199848858813),- ("<time-of-day> am|pmtime-of-day (latent)",- -2.4849066497880004),- ("hourhour", -1.6964492894237302),- ("from|since|after <time-of-day>time-of-day (latent)",- -3.4011973816621555),- ("from|since|after <time-of-day><time-of-day> am|pm",- -3.4011973816621555),- ("<time-of-day> am|pm<time-of-day> am|pm", -2.4849066497880004),- ("from|since|after <time-of-day>hh:mm", -2.4849066497880004)],- n = 22},- koData =- ClassData{prior = -0.6505875661411494, unseen = -4.174387269895637,- likelihoods =- HashMap.fromList- [("about|exactly <time-of-day>time-of-day (latent)",- -3.4657359027997265),- ("hh:mmtime-of-day (latent)", -1.7609878105613013),- ("hh:mm<time-of-day> am|pm", -3.0602707946915624),- ("<time-of-day> am|pmtime-of-day (latent)",- -3.4657359027997265),- ("at <time-of-day><time-of-day> am|pm", -3.4657359027997265),- ("hourhour", -2.2129729343043585),- ("minutehour", -1.2144441041932315),- ("about|exactly <time-of-day><time-of-day> am|pm",- -3.4657359027997265),- ("from|since|after <time-of-day>time-of-day (latent)",- -2.5494451709255714),- ("at <time-of-day>time-of-day (latent)", -3.0602707946915624),- ("<integer> to|till|before <hour-of-day>time-of-day (latent)",- -3.0602707946915624)],- n = 24}}),- ("military spelled out numbers am|pm",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods =- HashMap.fromList [("integer (0..19)integer (20..90)", 0.0)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("winter",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("nth <time> after <time>",- Classifier{okData =- ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,- likelihoods =- HashMap.fromList- [("dayday", -0.916290731874155),- ("ordinals (first..twentieth,thirtieth,...)Tuesdayintersect",- -0.916290731874155)],- n = 1},- koData =- ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,- likelihoods =- HashMap.fromList- [("dayday", -0.916290731874155),- ("ordinals (first..twentieth,thirtieth,...)TuesdayChristmas",- -0.916290731874155)],- n = 1}}),- ("<named-month> <day-of-month> (non ordinal)",- Classifier{okData =- ClassData{prior = -0.42121346507630353,- unseen = -3.951243718581427,- likelihoods =- HashMap.fromList- [("Augustinteger (numeric)", -2.5455312716044354),- ("Marchinteger (numeric)", -2.833213344056216),- ("Aprilinteger (numeric)", -3.2386784521643803),- ("month", -0.8407831793660099),- ("Februaryinteger (numeric)", -1.9859154836690123),- ("Septemberinteger (numeric)", -2.833213344056216),- ("Octoberinteger (numeric)", -2.833213344056216),- ("Julyinteger (numeric)", -2.1400661634962708)],- n = 21},- koData =- ClassData{prior = -1.067840630001356, unseen = -3.4657359027997265,- likelihoods =- HashMap.fromList- [("Augustinteger (numeric)", -2.3353749158170367),- ("Marchinteger (numeric)", -2.740840023925201),- ("Aprilinteger (numeric)", -2.740840023925201),- ("month", -0.9490805546971459),- ("from|since|after <time-of-day>integer (numeric)",- -2.3353749158170367),- ("Julyinteger (numeric)", -1.6422277352570913)],- n = 11}}),- ("Diwali",- Classifier{okData =- ClassData{prior = -0.2876820724517809,- unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -1.3862943611198906,- unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),- ("last night",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("this|next <day-of-week>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.995732273553991,- likelihoods =- HashMap.fromList- [("Thursday", -2.2512917986064953),- ("Wednesday", -2.2512917986064953),- ("Monday", -1.845826690498331), ("day", -0.8649974374866046),- ("Tuesday", -1.55814461804655)],- n = 7},- koData =- ClassData{prior = -infinity, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [], n = 0}}),- ("ordinal (digits)",- Classifier{okData =- ClassData{prior = 0.0, unseen = -3.6635616461296463,- likelihoods = HashMap.fromList [("", 0.0)], n = 37},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("quarter (grain)",- Classifier{okData =- ClassData{prior = -0.2876820724517809, unseen = -2.639057329615259,- likelihoods = HashMap.fromList [("", 0.0)], n = 12},- koData =- ClassData{prior = -1.3862943611198906, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),- ("last <cycle> of <time>",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.9444389791664407,- likelihoods =- HashMap.fromList- [("day (grain)October", -1.791759469228055),- ("daymonth", -1.2809338454620642),- ("day (grain)intersect", -1.791759469228055),- ("weekmonth", -1.791759469228055),- ("week (grain)intersect", -2.1972245773362196),- ("week (grain)September", -2.1972245773362196)],- n = 6},- koData =- ClassData{prior = -infinity, unseen = -1.9459101490553135,- likelihoods = HashMap.fromList [], n = 0}}),- ("Chhath",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Vasant Panchami",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("<day-of-month>(ordinal) <named-month> year",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList- [("ordinal (digits)April", -0.6931471805599453),- ("month", -0.6931471805599453)],- n = 1},- koData =- ClassData{prior = -infinity, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [], n = 0}}),- ("Black Friday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("week-end",- Classifier{okData =- ClassData{prior = -1.252762968495368, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -0.3364722366212129,- unseen = -1.9459101490553135,- likelihoods = HashMap.fromList [("", 0.0)], n = 5}}),- ("Great Lent",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("Maundy Thursday",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("day (grain)",- Classifier{okData =- ClassData{prior = 0.0, unseen = -3.295836866004329,- likelihoods = HashMap.fromList [("", 0.0)], n = 25},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("right now",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("for <duration> from <time>",- Classifier{okData =- ClassData{prior = -0.40546510810816444,- unseen = -2.3025850929940455,- likelihoods =- HashMap.fromList- [("<integer> <unit-of-duration><day-of-month> (ordinal)",- -1.5040773967762742),- ("dayday", -1.0986122886681098),- ("<integer> <unit-of-duration><day-of-month> (ordinal or number) <named-month>",- -1.5040773967762742)],- n = 2},- koData =- ClassData{prior = -1.0986122886681098,- unseen = -2.0794415416798357,- likelihoods =- HashMap.fromList- [("dayhour", -1.252762968495368),- ("<integer> <unit-of-duration>time-of-day (latent)",- -1.252762968495368)],- n = 1}}),- ("compose by multiplication",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods =- HashMap.fromList [("integer (0..19)powers of tens", 0.0)],- n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("end of year",- Classifier{okData =- ClassData{prior = 0.0, unseen = -2.4849066497880004,- likelihoods = HashMap.fromList [("", 0.0)], n = 10},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("between <time> and <time>",- Classifier{okData =- ClassData{prior = -1.0986122886681098,- unseen = -3.1780538303479458,- likelihoods =- HashMap.fromList- [("minuteminute", -0.832909122935104),- ("hh:mmhh:mm", -0.832909122935104)],- n = 9},- koData =- ClassData{prior = -0.40546510810816444,- unseen = -3.7376696182833684,- likelihoods =- HashMap.fromList- [("hh:mmtime-of-day (latent)", -1.410986973710262),- ("minuteminute", -1.410986973710262),- ("minutehour", -1.410986973710262),- ("hh:mmintersect", -1.410986973710262)],- n = 18}}),- ("<month> dd-dd (interval)",- Classifier{okData =- ClassData{prior = 0.0, unseen = -3.4657359027997265,- likelihoods =- HashMap.fromList- [("Julyinteger (numeric)integer (numeric)", -1.6422277352570913),- ("from|since|after <time-of-day>ordinal (digits)ordinal (digits)",- -2.740840023925201),- ("from|since|after <time-of-day>integer (numeric)integer (numeric)",- -2.740840023925201),- ("from|since|after <time-of-day>ordinal (digits)integer (numeric)",- -2.740840023925201),- ("Augustordinal (digits)integer (numeric)",- -2.3353749158170367),- ("month", -0.8690378470236094),- ("Augustordinal (digits)ordinal (digits)",- -2.3353749158170367)],- n = 12},- koData =- ClassData{prior = -infinity, unseen = -2.0794415416798357,- likelihoods = HashMap.fromList [], n = 0}}),- ("part of days",- Classifier{okData =- ClassData{prior = -3.509131981127006e-2,- unseen = -3.4011973816621555,- likelihoods = HashMap.fromList [("", 0.0)], n = 28},- koData =- ClassData{prior = -3.367295829986474, unseen = -1.0986122886681098,- likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),+ ClassData{prior = -8.961215868968717e-2,+ unseen = -3.5263605246161616,+ likelihoods = HashMap.fromList [("", 0.0)], n = 32},+ koData =+ ClassData{prior = -2.456735772821304, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),+ ("integer (numeric)",+ Classifier{okData =+ ClassData{prior = -0.5921203661592374, unseen = -5.733341276897745,+ likelihoods = HashMap.fromList [("", 0.0)], n = 307},+ koData =+ ClassData{prior = -0.8055393675814524, unseen = -5.521460917862246,+ likelihoods = HashMap.fromList [("", 0.0)], n = 248}}),+ ("<year> (bc|ad)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],+ n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<duration> hence|ago",+ Classifier{okData =+ ClassData{prior = -0.15415067982725836,+ unseen = -3.784189633918261,+ likelihoods =+ HashMap.fromList+ [("week", -1.563975538357343), ("day", -1.8152899666382492),+ ("year", -2.662587827025453),+ ("<integer> <unit-of-duration>", -1.0531499145913523),+ ("a <unit-of-duration>", -2.662587827025453),+ ("month", -2.662587827025453),+ ("fortnight", -2.662587827025453)],+ n = 18},+ koData =+ ClassData{prior = -1.9459101490553135, unseen = -2.639057329615259,+ likelihoods =+ HashMap.fromList+ [("year", -1.466337068793427),+ ("<integer> <unit-of-duration>", -1.1786549963416462),+ ("month", -1.8718021769015913)],+ n = 3}}),+ ("noon|midnight|EOD|end of day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [("", 0.0)], n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("quarter to|till|before <hour-of-day>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("noon|midnight|EOD|end of day", -0.6931471805599453),+ ("hour", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<cycle> after|before <time>",+ Classifier{okData =+ ClassData{prior = -0.6931471805599453, unseen = -2.833213344056216,+ likelihoods =+ HashMap.fromList+ [("day (grain)tomorrow", -1.6739764335716716),+ ("dayday", -1.1631508098056809),+ ("day (grain)yesterday", -1.6739764335716716)],+ n = 4},+ koData =+ ClassData{prior = -0.6931471805599453, unseen = -2.833213344056216,+ likelihoods =+ HashMap.fromList+ [("dayhour", -1.6739764335716716),+ ("year (grain)Christmas", -2.0794415416798357),+ ("dayday", -2.0794415416798357),+ ("day (grain)intersect", -1.6739764335716716),+ ("day (grain)Easter Sunday", -2.0794415416798357),+ ("yearday", -2.0794415416798357)],+ n = 4}}),+ ("Easter Monday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Navaratri",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Martin Luther King's Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.3025850929940455,+ likelihoods = HashMap.fromList [("", 0.0)], n = 8},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("integer (20..90)",+ Classifier{okData =+ ClassData{prior = -0.6931471805599453,+ unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -0.6931471805599453,+ unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),+ ("Shemini Atzeret",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Ramadan",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Lazarus Saturday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("intersect 2 numbers",+ Classifier{okData =+ ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,+ likelihoods =+ HashMap.fromList+ [("compose by multiplicationinteger (0..19)",+ -0.2231435513142097)],+ n = 3},+ koData =+ ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,+ likelihoods =+ HashMap.fromList+ [("powers of tensinteger (0..19)", -0.2231435513142097)],+ n = 3}}),+ ("mm/yyyy",+ Classifier{okData =+ ClassData{prior = -0.6931471805599453,+ unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -0.6931471805599453,+ unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),+ ("from|since|after <time>",+ Classifier{okData =+ ClassData{prior = -1.5522794985941517, unseen = -4.248495242049359,+ likelihoods =+ HashMap.fromList+ [("<day-of-month> (ordinal or number) <named-month>",+ -3.5409593240373143),+ ("July", -3.5409593240373143),+ ("year (latent)", -3.1354942159291497),+ ("day", -3.1354942159291497),+ ("time-of-day (latent)", -2.624668592163159),+ ("year", -3.1354942159291497),+ ("<time-of-day> am|pm", -2.624668592163159),+ ("hh:mm", -2.624668592163159),+ ("<day-of-month> (ordinal)", -3.5409593240373143),+ ("hour", -2.03688192726104), ("month", -3.1354942159291497),+ ("minute", -2.624668592163159),+ ("August", -3.5409593240373143)],+ n = 18},+ koData =+ ClassData{prior = -0.23795863709935042,+ unseen = -5.123963979403259,+ likelihoods =+ HashMap.fromList+ [("<integer> to|till|before <hour-of-day>", -4.019381523748645),+ ("week", -4.42484663185681),+ ("<day-of-month> (ordinal or number) <named-month>",+ -4.42484663185681),+ ("today", -4.42484663185681),+ ("intersect", -2.5530444549552183),+ ("<time> for <duration>", -4.42484663185681),+ ("second", -4.42484663185681), ("now", -3.508555899982655),+ ("tomorrow", -4.019381523748645),+ ("this|last|next <cycle>", -4.42484663185681),+ ("day", -1.9399399820688095),+ ("time-of-day (latent)", -2.6330871626287546),+ ("<time-of-day> am|pm", -4.019381523748645),+ ("nograin", -3.508555899982655),+ ("<named-month>|<named-day> <day-of-month> (ordinal)",+ -4.42484663185681),+ ("<day-of-month> (ordinal)", -4.019381523748645),+ ("Easter Sunday", -4.42484663185681),+ ("Christmas", -3.7316994512968646),+ ("hour", -2.409943611314545), ("month", -4.42484663185681),+ ("<datetime> - <datetime> (interval)", -3.172083663361442),+ ("<time-of-day> - <time-of-day> (interval)",+ -2.920769235080536),+ ("<named-month> <day-of-month> (non ordinal)",+ -4.019381523748645),+ ("minute", -1.9399399820688095),+ ("right now", -4.42484663185681),+ ("<month> dd-dd (interval)", -3.7316994512968646),+ ("part of days", -4.42484663185681),+ ("dd-dd <month> (interval)", -4.019381523748645)],+ n = 67}}),+ ("integer after|past <hour-of-day>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.3025850929940455,+ likelihoods =+ HashMap.fromList+ [("hour", -0.8109302162163288),+ ("integer (numeric)time-of-day (latent)", -1.0986122886681098),+ ("integer (20..90)time-of-day (latent)", -1.5040773967762742)],+ n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<ordinal> last <cycle> of <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.4011973816621555,+ likelihoods =+ HashMap.fromList+ [("ordinals (first..twentieth,thirtieth,...)week (grain)year (latent)",+ -2.268683541318364),+ ("daymonth", -2.268683541318364),+ ("ordinal (digits)day (grain)May", -2.6741486494265287),+ ("ordinals (first..twentieth,thirtieth,...)week (grain)intersect",+ -2.6741486494265287),+ ("weekmonth", -1.7578579175523736),+ ("ordinal (digits)week (grain)October", -2.6741486494265287),+ ("ordinal (digits)week (grain)intersect", -2.6741486494265287),+ ("ordinal (digits)week (grain)year (latent)",+ -2.6741486494265287),+ ("weekyear", -1.9810014688665833),+ ("ordinals (first..twentieth,thirtieth,...)week (grain)October",+ -2.6741486494265287),+ ("ordinals (first..twentieth,thirtieth,...)day (grain)May",+ -2.6741486494265287)],+ n = 9},+ koData =+ ClassData{prior = -infinity, unseen = -2.4849066497880004,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Yom HaShoah",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<day-of-month> (ordinal or number) <named-month>",+ Classifier{okData =+ ClassData{prior = -1.0296194171811581,+ unseen = -3.0910424533583156,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)December", -1.6582280766035324),+ ("ordinal (digits)February", -2.3513752571634776),+ ("integer (numeric)April", -2.3513752571634776),+ ("month", -1.252762968495368)],+ n = 5},+ koData =+ ClassData{prior = -0.4418327522790392,+ unseen = -3.4011973816621555,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)October", -2.6741486494265287),+ ("ordinal (digits)July", -2.6741486494265287),+ ("integer (numeric)September", -2.268683541318364),+ ("ordinal (digits)August", -2.6741486494265287),+ ("integer (numeric)August", -2.6741486494265287),+ ("ordinal (digits)April", -2.6741486494265287),+ ("month", -1.0647107369924282),+ ("integer (numeric)July", -2.268683541318364)],+ n = 9}}),+ ("<time> <part-of-day>",+ Classifier{okData =+ ClassData{prior = -9.237332013101517e-2,+ unseen = -4.48863636973214,+ likelihoods =+ HashMap.fromList+ [("<day-of-month> (ordinal)in|during the <part-of-day>",+ -3.784189633918261),+ ("dayhour", -1.4816045409242156),+ ("Mondayearly morning", -3.378724525810097),+ ("time-of-day (latent)tonight", -3.378724525810097),+ ("hourhour", -2.3978952727983707),+ ("<time-of-day> o'clockin|during the <part-of-day>",+ -3.784189633918261),+ ("todaypart of days", -3.784189633918261),+ ("minutehour", -2.6855773452501515),+ ("at <time-of-day>in|during the <part-of-day>",+ -3.378724525810097),+ ("time-of-day (latent)this <part-of-day>", -3.784189633918261),+ ("Mondayin|during the <part-of-day>", -3.784189633918261),+ ("intersectpart of days", -3.784189633918261),+ ("intersectin|during the <part-of-day>", -3.784189633918261),+ ("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",+ -3.784189633918261),+ ("the <day-of-month> (ordinal)in|during the <part-of-day>",+ -3.784189633918261),+ ("tomorrowpart of days", -2.3978952727983707),+ ("hh:mmin|during the <part-of-day>", -3.0910424533583156),+ ("time-of-day (latent)in|during the <part-of-day>",+ -3.784189633918261),+ ("hhmm (latent)in|during the <part-of-day>",+ -3.784189633918261),+ ("yesterdaypart of days", -3.378724525810097),+ ("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",+ -3.784189633918261),+ ("Mondaypart of days", -3.784189633918261)],+ n = 31},+ koData =+ ClassData{prior = -2.4277482359480516,+ unseen = -3.4965075614664802,+ likelihoods =+ HashMap.fromList+ [("yearhour", -2.772588722239781),+ ("monthhour", -2.772588722239781),+ ("hourhour", -2.772588722239781),+ ("year (latent)in|during the <part-of-day>",+ -2.772588722239781),+ ("Februaryin|during the <part-of-day>", -2.772588722239781),+ ("time-of-day (latent)in|during the <part-of-day>",+ -2.772588722239781)],+ n = 3}}),+ ("today",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [("", 0.0)], n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("mm/dd",+ Classifier{okData =+ ClassData{prior = -1.2729656758128873,+ unseen = -2.1972245773362196,+ likelihoods = HashMap.fromList [("", 0.0)], n = 7},+ koData =+ ClassData{prior = -0.3285040669720361, unseen = -2.995732273553991,+ likelihoods = HashMap.fromList [("", 0.0)], n = 18}}),+ ("at <time-of-day>",+ Classifier{okData =+ ClassData{prior = -8.4557388028063e-2, unseen = -5.003946305945459,+ likelihoods =+ HashMap.fromList+ [("<time> timezone", -3.898599985096005),+ ("noon|midnight|EOD|end of day", -3.898599985096005),+ ("integer after|past <hour-of-day>", -3.898599985096005),+ ("half after|past <hour-of-day>", -4.304065093204169),+ ("time-of-day (latent)", -1.6650077635889111),+ ("hhmm (latent)", -3.6109179126442243),+ ("<time-of-day> am|pm", -1.7783364488959144),+ ("hh:mm", -3.3877743613300146),+ ("about|exactly <time-of-day>", -3.898599985096005),+ ("hour", -1.0459685551826876),+ ("<time-of-day> sharp|exactly", -4.304065093204169),+ ("minute", -2.10684051586795)],+ n = 68},+ koData =+ ClassData{prior = -2.512305623976115, unseen = -3.2188758248682006,+ likelihoods =+ HashMap.fromList+ [("time-of-day (latent)", -1.2321436812926323),+ ("hour", -1.2321436812926323)],+ n = 6}}),+ ("December",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("absorption of , after named day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.332204510175204,+ likelihoods =+ HashMap.fromList+ [("on <date>", -2.1972245773362196),+ ("Wednesday", -2.6026896854443837),+ ("Saturday", -2.6026896854443837),+ ("Monday", -2.1972245773362196),+ ("Friday", -1.9095425048844386), ("day", -0.8979415932059586),+ ("Sunday", -2.6026896854443837)],+ n = 10},+ koData =+ ClassData{prior = -infinity, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("September",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("tonight",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("last|past|next <duration>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -4.2626798770413155,+ likelihoods =+ HashMap.fromList+ [("week", -2.456735772821304), ("second", -2.639057329615259),+ ("day", -2.3025850929940455), ("year", -2.639057329615259),+ ("<integer> <unit-of-duration>", -0.7827593392496325),+ ("hour", -2.639057329615259), ("month", -2.639057329615259),+ ("minute", -2.639057329615259)],+ n = 31},+ koData =+ ClassData{prior = -infinity, unseen = -2.1972245773362196,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("the ides of <named-month>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("March", -0.6931471805599453), ("month", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("on <date>",+ Classifier{okData =+ ClassData{prior = -0.13353139262452263,+ unseen = -4.204692619390966,+ likelihoods =+ HashMap.fromList+ [("Thursday", -1.4816045409242156),+ ("mm/dd", -3.4965075614664802),+ ("absorption of , after named day", -3.0910424533583156),+ ("intersect", -3.0910424533583156),+ ("Saturday", -2.803360380906535),+ ("Friday", -3.4965075614664802), ("day", -0.8574502318512216),+ ("the <day-of-month> (ordinal)", -3.0910424533583156),+ ("intersect by \",\", \"of\", \"from\", \"'s\"",+ -2.803360380906535),+ ("hour", -3.4965075614664802)],+ n = 28},+ koData =+ ClassData{prior = -2.0794415416798357,+ unseen = -2.9444389791664407,+ likelihoods =+ HashMap.fromList+ [("intersect", -1.791759469228055), ("day", -1.2809338454620642),+ ("intersect by \",\", \"of\", \"from\", \"'s\"",+ -1.791759469228055)],+ n = 4}}),+ ("integer (0..19)",+ Classifier{okData =+ ClassData{prior = -0.11122563511022437,+ unseen = -3.970291913552122,+ likelihoods = HashMap.fromList [("", 0.0)], n = 51},+ koData =+ ClassData{prior = -2.2512917986064953,+ unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6}}),+ ("between <time-of-day> and <time-of-day> (interval)",+ Classifier{okData =+ ClassData{prior = -0.6931471805599453,+ unseen = -3.1354942159291497,+ likelihoods =+ HashMap.fromList+ [("minuteminute", -0.7884573603642702),+ ("hh:mmhh:mm", -0.7884573603642702)],+ n = 9},+ koData =+ ClassData{prior = -0.6931471805599453,+ unseen = -3.1354942159291497,+ likelihoods =+ HashMap.fromList+ [("hh:mmtime-of-day (latent)", -0.7884573603642702),+ ("minutehour", -0.7884573603642702)],+ n = 9}}),+ ("Halloween",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Passover",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("from <month> dd-dd (interval)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.3978952727983707,+ likelihoods =+ HashMap.fromList+ [("Julyinteger (numeric)integer (numeric)", -1.6094379124341003),+ ("Augustordinal (digits)integer (numeric)",+ -1.6094379124341003),+ ("month", -0.916290731874155),+ ("Augustordinal (digits)ordinal (digits)",+ -1.6094379124341003)],+ n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("October",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.995732273553991,+ likelihoods = HashMap.fromList [("", 0.0)], n = 18},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("month (grain)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.995732273553991,+ likelihoods = HashMap.fromList [("", 0.0)], n = 18},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<integer> more <unit-of-duration>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)minute (grain)", -0.6931471805599453),+ ("minute", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<time-of-day> o'clock",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.1972245773362196,+ likelihoods =+ HashMap.fromList+ [("time-of-day (latent)", -0.6931471805599453),+ ("hour", -0.6931471805599453)],+ n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Vesak",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Earth Hour",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("in|within|after <duration>",+ Classifier{okData =+ ClassData{prior = -0.16362942378180204,+ unseen = -4.700480365792417,+ likelihoods =+ HashMap.fromList+ [("week", -3.305053521109253),+ ("<integer> more <unit-of-duration>", -3.9982007016691985),+ ("three-quarters of an hour", -3.0819099697950434),+ ("<integer> + '\"", -3.305053521109253),+ ("number.number hours", -3.9982007016691985),+ ("second", -3.592735593561034),+ ("half a <time-grain>", -3.0819099697950434),+ ("day", -3.305053521109253), ("year", -3.9982007016691985),+ ("<integer> <unit-of-duration>", -1.6468254445057207),+ ("a <unit-of-duration>", -3.0819099697950434),+ ("quarter of an hour", -3.0819099697950434),+ ("hour", -2.6119063405493077),+ ("about|exactly <duration>", -3.9982007016691985),+ ("half an hour (abbrev).", -3.592735593561034),+ ("<integer> and an half hour", -3.9982007016691985),+ ("minute", -1.2901505005669882)],+ n = 45},+ koData =+ ClassData{prior = -1.890850371872286, unseen = -3.58351893845611,+ likelihoods =+ HashMap.fromList+ [("quarter", -2.456735772821304), ("year", -1.7635885922613588),+ ("<integer> <unit-of-duration>", -1.7635885922613588),+ ("a <unit-of-duration>", -2.169053700369523),+ ("month", -2.8622008809294686)],+ n = 8}}),+ ("January",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("three-quarters of an hour",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Mattu Pongal",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Wednesday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.3025850929940455,+ likelihoods = HashMap.fromList [("", 0.0)], n = 8},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("half after|past <hour-of-day>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods =+ HashMap.fromList+ [("time-of-day (latent)", -0.6931471805599453),+ ("hour", -0.6931471805599453)],+ n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<integer> + '\"",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],+ n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("half <integer> (UK style hour-of-day)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("time-of-day (latent)", -0.6931471805599453),+ ("hour", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("July",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.833213344056216,+ likelihoods = HashMap.fromList [("", 0.0)], n = 15},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("hour (grain)",+ Classifier{okData =+ ClassData{prior = -0.48550781578170077,+ unseen = -2.890371757896165,+ likelihoods = HashMap.fromList [("", 0.0)], n = 16},+ koData =+ ClassData{prior = -0.9555114450274363,+ unseen = -2.4849066497880004,+ likelihoods = HashMap.fromList [("", 0.0)], n = 10}}),+ ("Shavuot",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<day> <duration> hence|ago",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.5649493574615367,+ likelihoods =+ HashMap.fromList+ [("daymonth", -1.3862943611198906),+ ("Thanksgiving Day<integer> <unit-of-duration>",+ -1.0986122886681098),+ ("dayyear", -1.3862943611198906),+ ("Diwali<integer> <unit-of-duration>", -1.791759469228055)],+ n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<ordinal> quarter",+ Classifier{okData =+ ClassData{prior = -0.4700036292457356, unseen = -2.639057329615259,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)quarter (grain)", -1.1786549963416462),+ ("ordinals (first..twentieth,thirtieth,...)quarter (grain)",+ -1.466337068793427),+ ("quarter", -0.7731898882334817)],+ n = 5},+ koData =+ ClassData{prior = -0.9808292530117262,+ unseen = -2.3025850929940455,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)quarter (grain)", -0.8109302162163288),+ ("quarter", -0.8109302162163288)],+ n = 3}}),+ ("Boss's Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Orthodox Easter Sunday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("one twenty two",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("May",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("intersect",+ Classifier{okData =+ ClassData{prior = -0.472396929151576, unseen = -6.734591659972948,+ likelihoods =+ HashMap.fromList+ [("Navaratriyear (latent)", -6.040254711277414),+ ("Ramadanyear (latent)", -6.040254711277414),+ ("<datetime> - <datetime> (interval)on <date>",+ -4.787491742782046),+ ("Bhai Doojyear (latent)", -6.040254711277414),+ ("<time-of-day> - <time-of-day> (interval)on <date>",+ -4.787491742782046),+ ("hourday", -4.335506619038989),+ ("dayhour", -3.236894330370879),+ ("Martin Luther King's Dayyear (latent)", -5.634789603169249),+ ("Shemini Atzeretyear (latent)", -6.040254711277414),+ ("daymonth", -5.123963979403259),+ ("monthday", -5.634789603169249),+ ("monthyear", -4.248495242049359),+ ("Yom Ha'atzmautyear (latent)", -6.040254711277414),+ ("Vijayadashamiyear (latent)", -6.040254711277414),+ ("Thanksgiving Dayyear (latent)", -4.941642422609305),+ ("Thai Pongalyear (latent)", -5.3471075307174685),+ ("Thiru Onamyear (latent)", -5.3471075307174685),+ ("Tuesdaythe <day-of-month> (ordinal)", -6.040254711277414),+ ("from <datetime> - <datetime> (interval)July",+ -6.040254711277414),+ ("houryear", -5.3471075307174685),+ ("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",+ -6.040254711277414),+ ("Christmas<time-of-day> am|pm", -6.040254711277414),+ ("last <day-of-week> of <time>year (latent)",+ -6.040254711277414),+ ("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",+ -5.3471075307174685),+ ("<time-of-day> am|pmintersect", -4.787491742782046),+ ("Earth Houryear (latent)", -6.040254711277414),+ ("Octoberyear (latent)", -4.53617731450114),+ ("intersect<time-of-day> am|pm", -6.040254711277414),+ ("Mattu Pongalyear (latent)", -6.040254711277414),+ ("Shavuotyear (latent)", -6.040254711277414),+ ("Dhanterasin <named-month>|year", -6.040254711277414),+ ("at <time-of-day>in|within|after <duration>",+ -6.040254711277414),+ ("Thursdayhh(:mm) - <time-of-day> am|pm", -6.040254711277414),+ ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",+ -5.634789603169249),+ ("Marchyear (latent)", -6.040254711277414),+ ("Sukkotyear (latent)", -5.634789603169249),+ ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",+ -6.040254711277414),+ ("Clean Mondayyear (latent)", -5.634789603169249),+ ("monthhour", -5.634789603169249),+ ("todayat <time-of-day>", -6.040254711277414),+ ("Thursday<time> timezone", -4.335506619038989),+ ("from|since|after <time>December", -6.040254711277414),+ ("this <time>hh(:mm) - <time-of-day> am|pm",+ -6.040254711277414),+ ("Palm SundaySunday", -5.634789603169249),+ ("dayday", -3.8430301339411947),+ ("<time> <part-of-day>at <time-of-day>", -6.040254711277414),+ ("mm/ddat <time-of-day>", -6.040254711277414),+ ("tonightat <time-of-day>", -6.040254711277414),+ ("<time-of-day> am|pmabsorption of , after named day",+ -5.3471075307174685),+ ("today<time-of-day> am|pm", -6.040254711277414),+ ("Februarythe <day-of-month> (ordinal)", -5.634789603169249),+ ("at <time-of-day><time> <part-of-day>", -6.040254711277414),+ ("mm/dd<time-of-day> am|pm", -6.040254711277414),+ ("hourhour", -4.787491742782046),+ ("<time-of-day> am|pmon <date>", -4.02535169073515),+ ("Wednesdaythis|last|next <cycle>", -6.040254711277414),+ ("Lentyear (latent)", -6.040254711277414),+ ("intersect<named-month> <day-of-month> (non ordinal)",+ -4.53617731450114),+ ("Boghiyear (latent)", -6.040254711277414),+ ("dayyear", -1.9972034434428638),+ ("Thursdayfrom|since|after <time>", -5.634789603169249),+ ("<time-of-day> o'clockin|during the <part-of-day>",+ -6.040254711277414),+ ("Thursdayat <time-of-day>", -5.634789603169249),+ ("Islamic New Yearyear (latent)", -5.634789603169249),+ ("Laylat al-Qadryear (latent)", -5.123963979403259),+ ("Chhathin <named-month>|year", -6.040254711277414),+ ("Vasant Panchamiin <named-month>|year", -6.040254711277414),+ ("Diwaliin <named-month>|year", -6.040254711277414),+ ("Shrove Tuesdayyear (latent)", -6.040254711277414),+ ("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",+ -5.3471075307174685),+ ("<time-of-day> am|pmtomorrow", -5.3471075307174685),+ ("Yom Kippuryear (latent)", -6.040254711277414),+ ("<part-of-day> of <time>year (latent)", -6.040254711277414),+ ("minutehour", -5.123963979403259),+ ("Kaanum Pongalyear (latent)", -5.634789603169249),+ ("Maha Saptamiyear (latent)", -6.040254711277414),+ ("at <time-of-day>in|during the <part-of-day>",+ -5.634789603169249),+ ("absorption of , after named day<named-month> <day-of-month> (non ordinal)",+ -4.335506619038989),+ ("for <duration> from <time>December", -6.040254711277414),+ ("tomorrow<time-of-day> sharp|exactly", -6.040254711277414),+ ("Thursdayfrom <datetime> - <datetime> (interval)",+ -5.123963979403259),+ ("on <date><named-month> <day-of-month> (non ordinal)",+ -5.634789603169249),+ ("Pentecostyear (latent)", -6.040254711277414),+ ("Thursdayfrom <time-of-day> - <time-of-day> (interval)",+ -5.123963979403259),+ ("Eid al-Fitryear (latent)", -6.040254711277414),+ ("Mondayin|during the <part-of-day>", -6.040254711277414),+ ("Raksha Bandhanyear (latent)", -6.040254711277414),+ ("tomorrowfrom <time-of-day> - <time-of-day> (interval)",+ -5.634789603169249),+ ("Navaratriin <named-month>|year", -6.040254711277414),+ ("Ashurayear (latent)", -6.040254711277414),+ ("Chinese New Yearyear (latent)", -6.040254711277414),+ ("Sundayyear (latent)", -6.040254711277414),+ ("Lag BaOmeryear (latent)", -6.040254711277414),+ ("last weekend of <named-month>year (latent)",+ -6.040254711277414),+ ("Eid al-Adhayear (latent)", -5.123963979403259),+ ("intersectin|during the <part-of-day>", -6.040254711277414),+ ("Christmasat <time-of-day>", -6.040254711277414),+ ("Passoveryear (latent)", -6.040254711277414),+ ("Lazarus Saturdayyear (latent)", -6.040254711277414),+ ("<day-of-month> (ordinal or number) <named-month>year (latent)",+ -6.040254711277414),+ ("Yom HaShoahyear (latent)", -5.634789603169249),+ ("Thursday<datetime> - <datetime> (interval)",+ -5.634789603169249),+ ("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",+ -6.040254711277414),+ ("Thai Pongalin <named-month>|year", -6.040254711277414),+ ("Septemberyear (latent)", -5.634789603169249),+ ("mm/ddyear (latent)", -6.040254711277414),+ ("Thursday<time-of-day> - <time-of-day> (interval)",+ -4.787491742782046),+ ("Halloweenyear (latent)", -6.040254711277414),+ ("<ordinal> last <cycle> of <time>year (latent)",+ -5.634789603169249),+ ("from <time-of-day> - <time-of-day> (interval)on <date>",+ -5.3471075307174685),+ ("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",+ -6.040254711277414),+ ("at <time-of-day>intersect", -5.634789603169249),+ ("Rosh Hashanahyear (latent)", -5.3471075307174685),+ ("Dhanterasyear (latent)", -6.040254711277414),+ ("Tu BiShvatyear (latent)", -6.040254711277414),+ ("Holiyear (latent)", -5.3471075307174685),+ ("<time-of-day> - <time-of-day> (interval)tomorrow",+ -6.040254711277414),+ ("Holika Dahanyear (latent)", -5.3471075307174685),+ ("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",+ -6.040254711277414),+ ("dayminute", -3.4011973816621555),+ ("Mawlidyear (latent)", -6.040254711277414),+ ("from <datetime> - <datetime> (interval)on <date>",+ -5.634789603169249),+ ("<datetime> - <datetime> (interval)tomorrow",+ -6.040254711277414),+ ("Jumu'atul-Widayear (latent)", -5.123963979403259),+ ("minuteday", -2.402668551551028),+ ("absorption of , after named dayintersect",+ -6.040254711277414),+ ("intersectyear (latent)", -6.040254711277414),+ ("Orthodox Easter Sundayyear (latent)", -6.040254711277414),+ ("<ordinal> <cycle> of <time>year (latent)",+ -6.040254711277414),+ ("the <day-of-month> (ordinal)in|during the <part-of-day>",+ -6.040254711277414),+ ("Boss's Dayyear (latent)", -5.634789603169249),+ ("Global Youth Service Dayyear (latent)", -6.040254711277414),+ ("Tisha B'Avyear (latent)", -6.040254711277414),+ ("Isra and Mi'rajyear (latent)", -5.123963979403259),+ ("at <time-of-day>absorption of , after named day",+ -6.040254711277414),+ ("Christmasyear (latent)", -5.634789603169249),+ ("Naraka Chaturdashiyear (latent)", -5.634789603169249),+ ("at <time-of-day>on <date>", -4.941642422609305),+ ("between <time-of-day> and <time-of-day> (interval)on <date>",+ -4.430816798843313),+ ("dayweek", -6.040254711277414),+ ("Easter Sundayyear (latent)", -5.3471075307174685),+ ("weekyear", -4.941642422609305),+ ("hh:mmin|during the <part-of-day>", -5.3471075307174685),+ ("<cycle> after|before <time><time-of-day> am|pm",+ -5.634789603169249),+ ("Hanukkahyear (latent)", -5.3471075307174685),+ ("February<time> <part-of-day>", -6.040254711277414),+ ("Tuesdayin <named-month>|year", -6.040254711277414),+ ("Great Lentyear (latent)", -6.040254711277414),+ ("tomorrowat <time-of-day>", -5.3471075307174685),+ ("between <time> and <time>on <date>", -4.430816798843313),+ ("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",+ -6.040254711277414),+ ("last <cycle> of <time>year (latent)", -5.3471075307174685),+ ("at <time-of-day>tomorrow", -5.634789603169249),+ ("tomorrow<time-of-day> am|pm", -6.040254711277414),+ ("<named-month> <day-of-month> (non ordinal)year (latent)",+ -6.040254711277414),+ ("Diwaliyear (latent)", -6.040254711277414),+ ("Black Fridayyear (latent)", -5.634789603169249),+ ("the <ordinal> last <cycle> of <time>year (latent)",+ -6.040254711277414),+ ("in|during the <part-of-day>at <time-of-day>",+ -6.040254711277414),+ ("Chhathyear (latent)", -5.634789603169249),+ ("Vasant Panchamiyear (latent)", -6.040254711277414),+ ("Palm Sundayintersect", -6.040254711277414),+ ("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",+ -6.040254711277414),+ ("Februaryintersect", -6.040254711277414),+ ("Simchat Torahyear (latent)", -6.040254711277414),+ ("minuteyear", -6.040254711277414)],+ n = 313},+ koData =+ ClassData{prior = -0.9768531046320869, unseen = -6.385194398997726,+ likelihoods =+ HashMap.fromList+ [("<time-of-day> - <time-of-day> (interval)on <date>",+ -4.774068722449905),+ ("hourday", -4.774068722449905),+ ("<named-month> <day-of-month> (non ordinal)July",+ -5.69035945432406),+ ("dayhour", -3.125410096862524),+ ("Tuesdayfrom|since|after <time>", -5.69035945432406),+ ("daymonth", -3.5502932908277893),+ ("monthday", -5.284894346215896),+ ("monthyear", -4.437596485828692),+ ("<time-of-day> am|pmyear (latent)", -5.284894346215896),+ ("Thai Pongalyear (latent)", -4.997212273764115),+ ("intersecthh:mm", -5.69035945432406),+ ("from <datetime> - <datetime> (interval)July",+ -5.69035945432406),+ ("houryear", -4.774068722449905),+ ("from <time-of-day> - <time-of-day> (interval)July",+ -5.69035945432406),+ ("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",+ -4.997212273764115),+ ("<time-of-day> am|pmintersect", -4.437596485828692),+ ("until <time>on <date>", -4.997212273764115),+ ("Octoberyear (latent)", -5.69035945432406),+ ("July<day-of-month> (ordinal or number) <named-month>",+ -5.69035945432406),+ ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",+ -4.437596485828692),+ ("about|exactly <time-of-day>year (latent)", -5.69035945432406),+ ("absorption of , after named dayJuly", -5.284894346215896),+ ("from|since|after <time>July", -5.69035945432406),+ ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",+ -4.774068722449905),+ ("Clean Mondayyear (latent)", -5.69035945432406),+ ("monthhour", -5.69035945432406),+ ("hourmonth", -4.774068722449905),+ ("todayat <time-of-day>", -5.69035945432406),+ ("from|since|after <time>December", -5.69035945432406),+ ("from|since|after <time><time-of-day> am|pm",+ -5.69035945432406),+ ("Mondayyear (latent)", -4.997212273764115),+ ("dayday", -5.284894346215896),+ ("mm/ddat <time-of-day>", -5.284894346215896),+ ("<time-of-day> am|pmon <date>", -4.437596485828692),+ ("dayyear", -2.719944988754359),+ ("Thursdaymm/dd", -5.69035945432406),+ ("New Year's Dayyear (latent)", -5.284894346215896),+ ("Thursdayfrom|since|after <time>", -3.9856113620856353),+ ("Thursdayat <time-of-day>", -4.437596485828692),+ ("<integer> to|till|before <hour-of-day>September",+ -5.69035945432406),+ ("Aprilyear (latent)", -5.69035945432406),+ ("monthminute", -5.69035945432406),+ ("<time-of-day> am|pmtomorrow", -5.69035945432406),+ ("Thursdayhh:mm", -4.774068722449905),+ ("August<day-of-month> (ordinal or number) <named-month>",+ -5.69035945432406),+ ("minutemonth", -3.898599985096005),+ ("week-endin <named-month>|year", -5.69035945432406),+ ("Augustyear (latent)", -5.284894346215896),+ ("Thursdayfrom <datetime> - <datetime> (interval)",+ -5.284894346215896),+ ("Thursdayfrom <time-of-day> - <time-of-day> (interval)",+ -5.284894346215896),+ ("mm/dd<time-of-day> - <time-of-day> (interval)",+ -5.284894346215896),+ ("tomorrowfrom <time-of-day> - <time-of-day> (interval)",+ -5.69035945432406),+ ("Sundayyear (latent)", -4.997212273764115),+ ("Christmasat <time-of-day>", -5.69035945432406),+ ("from|since|after <time>year (latent)", -4.437596485828692),+ ("<duration> after|before|from <time>December",+ -5.69035945432406),+ ("yesterday<time-of-day> am|pm", -5.69035945432406),+ ("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",+ -5.69035945432406),+ ("mm/ddyear (latent)", -5.69035945432406),+ ("Thursday<time-of-day> - <time-of-day> (interval)",+ -4.997212273764115),+ ("<named-month> <day-of-month> (non ordinal)August",+ -5.69035945432406),+ ("at <time-of-day>intersect", -5.284894346215896),+ ("hh:mmyear (latent)", -4.591747165655951),+ ("Holiyear (latent)", -5.69035945432406),+ ("until <time><time-of-day> am|pm", -5.69035945432406),+ ("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",+ -5.69035945432406),+ ("dayminute", -3.164630810015805),+ ("intersectSeptember", -4.186282057547786),+ ("minuteday", -2.6223065191904436),+ ("absorption of , after named dayintersect", -5.69035945432406),+ ("Februaryin|during the <part-of-day>", -5.69035945432406),+ ("hh:mmon <date>", -3.6754564337817954),+ ("Saturdayyear (latent)", -5.69035945432406),+ ("from|since|after <time>on <date>", -4.774068722449905),+ ("absorption of , after named daySeptember",+ -4.774068722449905),+ ("Naraka Chaturdashiyear (latent)", -5.69035945432406),+ ("on <date>September", -5.284894346215896),+ ("at <time-of-day>on <date>", -5.284894346215896),+ ("in <named-month>|yearyear (latent)", -5.69035945432406),+ ("dayweek", -5.69035945432406),+ ("Easter Sundayyear (latent)", -5.284894346215896),+ ("Thursday<time-of-day> am|pm", -4.997212273764115),+ ("weekyear", -5.284894346215896),+ ("<named-month> <day-of-month> (non ordinal)until <time>",+ -5.69035945432406),+ ("intersect by \",\", \"of\", \"from\" for yearhh:mm",+ -4.997212273764115),+ ("Sundayfrom|since|after <time>", -5.69035945432406),+ ("absorption of , after named dayFebruary", -4.774068722449905),+ ("July<integer> to|till|before <hour-of-day>",+ -5.69035945432406),+ ("tomorrowat <time-of-day>", -5.69035945432406),+ ("<integer> to|till|before <hour-of-day>July",+ -5.69035945432406),+ ("last <cycle> of <time>year (latent)", -5.284894346215896),+ ("tomorrow<time-of-day> am|pm", -5.69035945432406),+ ("<named-month> <day-of-month> (non ordinal)year (latent)",+ -4.997212273764115),+ ("Diwaliyear (latent)", -5.284894346215896),+ ("<time-of-day> - <time-of-day> (interval)July",+ -5.69035945432406),+ ("Fridayyear (latent)", -5.284894346215896),+ ("minuteyear", -4.437596485828692)],+ n = 189}}),+ ("one eleven",+ Classifier{okData =+ ClassData{prior = -1.3862943611198906,+ unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -0.2876820724517809,+ unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),+ ("after lunch/work/school",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("early morning",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("in <number> (implicit minutes)",+ Classifier{okData =+ ClassData{prior = -1.2992829841302609,+ unseen = -2.4849066497880004,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)", -0.3184537311185346),+ ("integer (0..19)", -1.2992829841302609)],+ n = 9},+ koData =+ ClassData{prior = -0.3184537311185346, unseen = -3.295836866004329,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)", -0.1670540846631662),+ ("integer (0..19)", -1.8718021769015913)],+ n = 24}}),+ ("<ordinal> <cycle> of <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.9444389791664407,+ likelihoods =+ HashMap.fromList+ [("daymonth", -1.791759469228055),+ ("ordinal (digits)quarter (grain)year (latent)",+ -2.1972245773362196),+ ("quarteryear", -2.1972245773362196),+ ("ordinals (first..twentieth,thirtieth,...)day (grain)October",+ -2.1972245773362196),+ ("ordinal (digits)day (grain)this|last|next <cycle>",+ -2.1972245773362196),+ ("ordinals (first..twentieth,thirtieth,...)week (grain)intersect",+ -2.1972245773362196),+ ("weekmonth", -1.791759469228055),+ ("ordinals (first..twentieth,thirtieth,...)week (grain)October",+ -2.1972245773362196)],+ n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -2.1972245773362196,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("year (grain)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.4011973816621555,+ likelihoods = HashMap.fromList [("", 0.0)], n = 28},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("from <datetime> - <datetime> (interval)",+ Classifier{okData =+ ClassData{prior = -1.0116009116784799,+ unseen = -3.6375861597263857,+ likelihoods =+ HashMap.fromList+ [("minuteminute", -2.001480000210124),+ ("<day-of-month> (ordinal)<day-of-month> (ordinal)",+ -2.917770732084279),+ ("hh:mmhh:mm", -2.001480000210124),+ ("dayday", -2.512305623976115),+ ("<named-month>|<named-day> <day-of-month> (ordinal)<day-of-month> (ordinal)",+ -2.917770732084279),+ ("<time-of-day> am|pmtime-of-day (latent)", -2.917770732084279),+ ("hourhour", -2.512305623976115),+ ("<time-of-day> am|pm<time-of-day> am|pm", -2.917770732084279)],+ n = 8},+ koData =+ ClassData{prior = -0.45198512374305727,+ unseen = -3.912023005428146,+ likelihoods =+ HashMap.fromList+ [("hourday", -3.1986731175506815),+ ("dayhour", -2.793208009442517),+ ("<day-of-month> (ordinal)time-of-day (latent)",+ -3.1986731175506815),+ ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",+ -3.1986731175506815),+ ("hh:mmtime-of-day (latent)", -2.2823823856765264),+ ("minuteminute", -2.793208009442517),+ ("time-of-day (latent)time-of-day (latent)",+ -2.793208009442517),+ ("dayday", -3.1986731175506815),+ ("hourhour", -2.505525936990736),+ ("dayyear", -3.1986731175506815),+ ("minutehour", -2.2823823856765264),+ ("hh:mmintersect", -2.793208009442517),+ ("<day-of-month> (ordinal)<day-of-month> (ordinal or number) <named-month>",+ -3.1986731175506815),+ ("time-of-day (latent)<time-of-day> am|pm",+ -3.1986731175506815),+ ("time-of-day (latent)<day-of-month> (ordinal or number) <named-month>",+ -3.1986731175506815),+ ("<named-month> <day-of-month> (non ordinal)time-of-day (latent)",+ -3.1986731175506815)],+ n = 14}}),+ ("Saturday",+ Classifier{okData =+ ClassData{prior = -0.15415067982725836,+ unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6},+ koData =+ ClassData{prior = -1.9459101490553135,+ unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),+ ("the <cycle> of <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.890371757896165,+ likelihoods =+ HashMap.fromList+ [("week (grain)<named-month>|<named-day> <day-of-month> (ordinal)",+ -1.7346010553881064),+ ("weekmonth", -1.7346010553881064),+ ("week (grain)October", -1.7346010553881064),+ ("week (grain)<named-month> <day-of-month> (non ordinal)",+ -1.7346010553881064),+ ("weekday", -1.2237754316221157)],+ n = 6},+ koData =+ ClassData{prior = -infinity, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("number.number hours",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("from <time-of-day> - <time-of-day> (interval)",+ Classifier{okData =+ ClassData{prior = -0.6931471805599453,+ unseen = -3.4339872044851463,+ likelihoods =+ HashMap.fromList+ [("minuteminute", -1.6094379124341003),+ ("hh:mmhh:mm", -1.6094379124341003),+ ("<time-of-day> am|pmtime-of-day (latent)", -2.70805020110221),+ ("hourhour", -2.3025850929940455),+ ("hourminute", -2.3025850929940455),+ ("time-of-day (latent)<time-of-day> sharp|exactly",+ -2.70805020110221),+ ("time-of-day (latent)hh:mm", -2.70805020110221),+ ("<time-of-day> am|pm<time-of-day> am|pm", -2.70805020110221)],+ n = 9},+ koData =+ ClassData{prior = -0.6931471805599453,+ unseen = -3.4339872044851463,+ likelihoods =+ HashMap.fromList+ [("hh:mmtime-of-day (latent)", -1.6094379124341003),+ ("time-of-day (latent)time-of-day (latent)",+ -2.0149030205422647),+ ("hourhour", -1.791759469228055),+ ("minutehour", -1.6094379124341003),+ ("time-of-day (latent)<time-of-day> am|pm", -2.70805020110221)],+ n = 9}}),+ ("integer 21..99",+ Classifier{okData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0},+ koData =+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)integer (numeric)", -0.6931471805599453),+ ("integer (20..90)integer (0..19)", -0.6931471805599453)],+ n = 4}}),+ ("Global Youth Service Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Tisha B'Av",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("yyyy-mm-dd",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("year (latent)",+ Classifier{okData =+ ClassData{prior = -0.15822400521489416,+ unseen = -4.976733742420574,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)", -4.255961441879589e-2),+ ("intersect 2 numbers", -3.58351893845611)],+ n = 140},+ koData =+ ClassData{prior = -1.9218125974762528, unseen = -3.367295829986474,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)", -1.1349799328389845),+ ("negative numbers", -0.6931471805599453),+ ("compose by multiplication", -1.9459101490553135)],+ n = 24}}),+ ("mm/dd/yyyy",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [("", 0.0)], n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<time> for <duration>",+ Classifier{okData =+ ClassData{prior = -0.40546510810816444, unseen = -2.70805020110221,+ likelihoods =+ HashMap.fromList+ [("dayday", -1.0296194171811581),+ ("intersect<integer> <unit-of-duration>", -1.9459101490553135),+ ("<day-of-month> (ordinal or number) <named-month><integer> <unit-of-duration>",+ -1.540445040947149),+ ("from|since|after <time><integer> <unit-of-duration>",+ -1.9459101490553135)],+ n = 4},+ koData =+ ClassData{prior = -1.0986122886681098,+ unseen = -2.3978952727983707,+ likelihoods =+ HashMap.fromList+ [("monthday", -1.2039728043259361),+ ("December<integer> <unit-of-duration>", -1.2039728043259361)],+ n = 2}}),+ ("Monday",+ Classifier{okData =+ ClassData{prior = -0.3483066942682157, unseen = -2.639057329615259,+ likelihoods = HashMap.fromList [("", 0.0)], n = 12},+ koData =+ ClassData{prior = -1.2237754316221157,+ unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [("", 0.0)], n = 5}}),+ ("yesterday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [("", 0.0)], n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<ordinal> quarter <year>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)quarter (grain)year (latent)",+ -0.6931471805599453),+ ("quarteryear", -0.6931471805599453)],+ n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("hh:mm:ss",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Hanukkah",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<hour-of-day> <integer>",+ Classifier{okData =+ ClassData{prior = -0.40546510810816444,+ unseen = -2.1972245773362196,+ likelihoods =+ HashMap.fromList+ [("at <time-of-day>integer (20..90)", -1.3862943611198906),+ ("hour", -0.9808292530117262),+ ("at <time-of-day>integer (numeric)", -1.3862943611198906)],+ n = 2},+ koData =+ ClassData{prior = -1.0986122886681098,+ unseen = -1.9459101490553135,+ likelihoods =+ HashMap.fromList+ [("about|exactly <time-of-day>integer (numeric)",+ -1.0986122886681098),+ ("hour", -1.0986122886681098)],+ n = 1}}),+ ("nth <time> of <time>",+ Classifier{okData =+ ClassData{prior = -0.4700036292457356, unseen = -2.833213344056216,+ likelihoods =+ HashMap.fromList+ [("daymonth", -0.9808292530117262),+ ("ordinals (first..twentieth,thirtieth,...)Tuesdayintersect",+ -2.0794415416798357),+ ("ordinals (first..twentieth,thirtieth,...)Wednesdayintersect",+ -1.6739764335716716),+ ("ordinals (first..twentieth,thirtieth,...)TuesdayOctober",+ -1.6739764335716716)],+ n = 5},+ koData =+ ClassData{prior = -0.9808292530117262,+ unseen = -2.5649493574615367,+ likelihoods =+ HashMap.fromList+ [("daymonth", -1.0986122886681098),+ ("ordinals (first..twentieth,thirtieth,...)TuesdaySeptember",+ -1.791759469228055),+ ("ordinals (first..twentieth,thirtieth,...)WednesdayOctober",+ -1.3862943611198906)],+ n = 3}}),+ ("half a <time-grain>",+ Classifier{okData =+ ClassData{prior = -0.1823215567939546,+ unseen = -2.5649493574615367,+ likelihoods =+ HashMap.fromList+ [("hour (grain)", -0.6931471805599453),+ ("hour", -0.6931471805599453)],+ n = 5},+ koData =+ ClassData{prior = -1.791759469228055, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("hour (grain)", -0.6931471805599453),+ ("hour", -0.6931471805599453)],+ n = 1}}),+ ("Valentine's Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("April",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [("", 0.0)], n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Maha Saptami",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("end of month",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.4849066497880004,+ likelihoods = HashMap.fromList [("", 0.0)], n = 10},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("week (grain)",+ Classifier{okData =+ ClassData{prior = -3.822121282019774e-2,+ unseen = -4.3694478524670215,+ likelihoods = HashMap.fromList [("", 0.0)], n = 77},+ koData =+ ClassData{prior = -3.283414346005772, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),+ ("<part-of-day> of <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.0910424533583156,+ likelihoods =+ HashMap.fromList+ [("part of daysintersect by \",\", \"of\", \"from\", \"'s\"",+ -2.3513752571634776),+ ("part of daysintersect", -2.3513752571634776),+ ("hourday", -0.9650808960435872),+ ("part of daysthe <day-of-month> (ordinal)",+ -2.3513752571634776),+ ("part of daysthe <day-of-month> (number)",+ -2.3513752571634776),+ ("part of daysthis <time>", -2.3513752571634776),+ ("part of daysChristmas", -1.9459101490553135)],+ n = 7},+ koData =+ ClassData{prior = -infinity, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("from <time> for <duration>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("dayday", -0.6931471805599453),+ ("<day-of-month> (ordinal or number) <named-month><integer> <unit-of-duration>",+ -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("six thirty six a.m.",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)", -1.252762968495368),+ ("one twenty two", -0.8472978603872037),+ ("one eleven", -1.252762968495368)],+ n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Shrove Tuesday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("now",+ Classifier{okData =+ ClassData{prior = -0.2876820724517809,+ unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6},+ koData =+ ClassData{prior = -1.3862943611198906,+ unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),+ ("<day-of-month> (ordinal or number) of <named-month>",+ Classifier{okData =+ ClassData{prior = -0.13353139262452263,+ unseen = -3.0910424533583156,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)July", -2.3513752571634776),+ ("ordinals (first..twentieth,thirtieth,...)March",+ -2.3513752571634776),+ ("ordinal (digits)February", -2.3513752571634776),+ ("integer (numeric)February", -1.9459101490553135),+ ("month", -0.9650808960435872),+ ("ordinal (digits)March", -2.3513752571634776),+ ("integer (numeric)July", -2.3513752571634776)],+ n = 7},+ koData =+ ClassData{prior = -2.0794415416798357,+ unseen = -2.3025850929940455,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)February", -1.5040773967762742),+ ("month", -1.5040773967762742)],+ n = 1}}),+ ("this <part-of-day>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.1972245773362196,+ likelihoods =+ HashMap.fromList+ [("hour", -0.6931471805599453),+ ("part of days", -0.6931471805599453)],+ n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Kaanum Pongal",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Yom Kippur",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("powers of tens",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Friday",+ Classifier{okData =+ ClassData{prior = -0.3677247801253174,+ unseen = -2.3978952727983707,+ likelihoods = HashMap.fromList [("", 0.0)], n = 9},+ koData =+ ClassData{prior = -1.1786549963416462, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),+ ("in|during the <part-of-day>",+ Classifier{okData =+ ClassData{prior = -8.701137698962981e-2,+ unseen = -3.258096538021482,+ likelihoods =+ HashMap.fromList+ [("early morning", -2.5257286443082556),+ ("hour", -0.7339691750802004),+ ("part of days", -0.8209805520698302)],+ n = 11},+ koData =+ ClassData{prior = -2.4849066497880004, unseen = -1.791759469228055,+ likelihoods =+ HashMap.fromList+ [("hour", -0.916290731874155),+ ("part of days", -0.916290731874155)],+ n = 1}}),+ ("tomorrow",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.9444389791664407,+ likelihoods = HashMap.fromList [("", 0.0)], n = 17},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("hh(:mm) - <time-of-day> am|pm",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.70805020110221,+ likelihoods =+ HashMap.fromList+ [("time-of-day (latent)", -0.6931471805599453),+ ("hour", -0.6931471805599453)],+ n = 6},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("this|last|next <cycle>",+ Classifier{okData =+ ClassData{prior = -0.15790302944580878,+ unseen = -5.093750200806762,+ likelihoods =+ HashMap.fromList+ [("week", -1.1173044216802621),+ ("month (grain)", -2.7850112422383386),+ ("year (grain)", -2.6026896854443837),+ ("week (grain)", -1.1173044216802621),+ ("quarter", -3.4781584227982836), ("year", -2.6026896854443837),+ ("month", -2.7850112422383386),+ ("quarter (grain)", -3.4781584227982836)],+ n = 76},+ koData =+ ClassData{prior = -1.9236870122706031,+ unseen = -3.6109179126442243,+ likelihoods =+ HashMap.fromList+ [("week", -1.2809338454620642),+ ("week (grain)", -1.2809338454620642),+ ("day", -1.9740810260220096),+ ("day (grain)", -1.9740810260220096)],+ n = 13}}),+ ("Simchat Torah",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("New Year's Eve",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("the <ordinal> <cycle> of <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)quarter (grain)year (latent)",+ -0.6931471805599453),+ ("quarteryear", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Raksha Bandhan",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Ashura",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Palm Sunday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Eid al-Adha",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("by <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.70805020110221,+ likelihoods =+ HashMap.fromList+ [("noon|midnight|EOD|end of day", -1.9459101490553135),+ ("time-of-day (latent)", -1.9459101490553135),+ ("<time-of-day> am|pm", -1.9459101490553135),+ ("hh:mm", -1.9459101490553135), ("hour", -1.540445040947149),+ ("minute", -1.540445040947149)],+ n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("the <day-of-month> (ordinal)",+ Classifier{okData =+ ClassData{prior = -0.5108256237659907,+ unseen = -2.4849066497880004,+ likelihoods =+ HashMap.fromList+ [("ordinals (first..twentieth,thirtieth,...)",+ -1.7047480922384253),+ ("ordinal (digits)", -0.2006706954621511)],+ n = 9},+ koData =+ ClassData{prior = -0.916290731874155, unseen = -2.1972245773362196,+ likelihoods =+ HashMap.fromList+ [("ordinals (first..twentieth,thirtieth,...)",+ -0.9808292530117262),+ ("ordinal (digits)", -0.4700036292457356)],+ n = 6}}),+ ("last weekend of <named-month>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.639057329615259,+ likelihoods =+ HashMap.fromList+ [("October", -0.9555114450274363), ("July", -1.8718021769015913),+ ("month", -0.7731898882334817)],+ n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("the <day-of-month> (number)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Lag BaOmer",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("fractional number",+ Classifier{okData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0},+ koData =+ ClassData{prior = 0.0, unseen = -2.9444389791664407,+ likelihoods = HashMap.fromList [("", 0.0)], n = 17}}),+ ("Sunday",+ Classifier{okData =+ ClassData{prior = -0.262364264467491, unseen = -2.4849066497880004,+ likelihoods = HashMap.fromList [("", 0.0)], n = 10},+ koData =+ ClassData{prior = -1.466337068793427, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),+ ("Chinese New Year",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [("", 0.0)], n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("February",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.70805020110221,+ likelihoods = HashMap.fromList [("", 0.0)], n = 13},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("minute (grain)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.833213344056216,+ likelihoods = HashMap.fromList [("", 0.0)], n = 15},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("last|this|next <season>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("the <ordinal> quarter",+ Classifier{okData =+ ClassData{prior = -0.6931471805599453,+ unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)quarter (grain)", -0.6931471805599453),+ ("quarter", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -0.6931471805599453,+ unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)quarter (grain)", -0.6931471805599453),+ ("quarter", -0.6931471805599453)],+ n = 1}}),+ ("time-of-day (latent)",+ Classifier{okData =+ ClassData{prior = -0.635159922909596, unseen = -4.31748811353631,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)", -0.11441035117774422),+ ("integer (0..19)", -2.3581549441488563)],+ n = 71},+ koData =+ ClassData{prior = -0.7547050735593787, unseen = -4.204692619390966,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)", -7.878087785311434e-2),+ ("integer (0..19)", -3.0910424533583156),+ ("integer 21..99", -3.4965075614664802)],+ n = 63}}),+ ("beginning of year",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("last <day-of-week> of <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.3978952727983707,+ likelihoods =+ HashMap.fromList+ [("daymonth", -0.916290731874155),+ ("SundayMarch", -1.6094379124341003),+ ("MondayMarch", -1.6094379124341003),+ ("Sundayintersect", -1.6094379124341003)],+ n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<integer> <unit-of-duration>",+ Classifier{okData =+ ClassData{prior = -0.1273394223766015, unseen = -5.225746673713201,+ likelihoods =+ HashMap.fromList+ [("week", -2.581298495463066),+ ("integer (0..19)year (grain)", -3.1409142833984887),+ ("integer (numeric)day (grain)", -2.655406467616788),+ ("integer (0..19)second (grain) ", -3.834061463958434),+ ("integer (0..19)hour (grain)", -3.1409142833984887),+ ("second", -3.42859635585027),+ ("integer (numeric)second (grain) ", -4.121743536410215),+ ("integer (numeric)year (grain)", -3.1409142833984887),+ ("day", -2.3871424810221087), ("year", -2.512305623976115),+ ("integer (numeric)week (grain)", -3.1409142833984887),+ ("integer (0..19)month (grain)", -3.6109179126442243),+ ("hour", -2.7354491752903245), ("month", -2.917770732084279),+ ("integer (numeric)minute (grain)", -3.2744456760230114),+ ("integer (0..19)minute (grain)", -3.1409142833984887),+ ("integer (numeric)month (grain)", -3.42859635585027),+ ("minute", -2.581298495463066),+ ("integer (numeric)hour (grain)", -3.6109179126442243),+ ("integer (0..19)day (grain)", -3.6109179126442243),+ ("integer (0..19)week (grain)", -3.2744456760230114)],+ n = 81},+ koData =+ ClassData{prior = -2.12389330425067, unseen = -3.828641396489095,+ likelihoods =+ HashMap.fromList+ [("quarter", -3.1135153092103742), ("hour", -1.4087672169719492),+ ("integer (numeric)hour (grain)", -1.4087672169719492),+ ("integer (0..19)quarter (grain)", -3.1135153092103742)],+ n = 11}}),+ ("hhmm (latent)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<time-of-day> am|pm",+ Classifier{okData =+ ClassData{prior = -0.2546422183735807, unseen = -5.37989735354046,+ likelihoods =+ HashMap.fromList+ [("from|since|after <time>", -3.765840495250065),+ ("integer after|past <hour-of-day>", -3.9889840465642745),+ ("at <time-of-day>", -2.1564025828159643),+ ("<time-of-day> o'clock", -4.276666119016055),+ ("half after|past <hour-of-day>", -4.276666119016055),+ ("time-of-day (latent)", -1.7117167615545186),+ ("hhmm (latent)", -4.68213122712422),+ ("hh:mm", -2.330755969960742),+ ("quarter after|past <hour-of-day>", -4.68213122712422),+ ("until <time>", -3.9889840465642745),+ ("about|exactly <time-of-day>", -4.68213122712422),+ ("hour", -1.1856236656577395),+ ("<time-of-day> sharp|exactly", -4.68213122712422),+ ("minute", -1.791759469228055)],+ n = 100},+ koData =+ ClassData{prior = -1.492516574375198, unseen = -4.31748811353631,+ likelihoods =+ HashMap.fromList+ [("<integer> to|till|before <hour-of-day>", -3.20545280453606),+ ("from|since|after <time>", -3.20545280453606),+ ("<hour-of-day> <integer>", -3.6109179126442243),+ ("time-of-day (latent)", -1.085189268335969),+ ("hour", -1.0459685551826876), ("minute", -2.6946271807700692)],+ n = 29}}),+ ("Yom Ha'atzmaut",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("from <day-of-month> (ordinal or number) to <day-of-month> (ordinal or number) <named-month> (interval)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)ordinal (digits)July", -1.252762968495368),+ ("integer (numeric)integer (numeric)July", -1.252762968495368),+ ("month", -0.8472978603872037)],+ n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Thiru Onam",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Thai Pongal",+ Classifier{okData =+ ClassData{prior = -0.5596157879354228, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -0.8472978603872037,+ unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),+ ("Vijayadashami",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Thanksgiving Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.9444389791664407,+ likelihoods = HashMap.fromList [("", 0.0)], n = 17},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("part of <named-month>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.1972245773362196,+ likelihoods =+ HashMap.fromList+ [("March", -0.6931471805599453), ("month", -0.6931471805599453)],+ n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("a <unit-of-duration>",+ Classifier{okData =+ ClassData{prior = -0.49247648509779407,+ unseen = -3.6109179126442243,+ likelihoods =+ HashMap.fromList+ [("week", -2.1972245773362196),+ ("year (grain)", -2.1972245773362196),+ ("second", -2.890371757896165),+ ("week (grain)", -2.1972245773362196),+ ("day", -2.1972245773362196),+ ("minute (grain)", -2.890371757896165),+ ("year", -2.1972245773362196),+ ("second (grain) ", -2.890371757896165),+ ("minute", -2.890371757896165),+ ("day (grain)", -2.1972245773362196)],+ n = 11},+ koData =+ ClassData{prior = -0.9444616088408514, unseen = -3.367295829986474,+ likelihoods =+ HashMap.fromList+ [("hour (grain)", -1.7227665977411035),+ ("quarter", -1.9459101490553135), ("hour", -1.7227665977411035),+ ("quarter (grain)", -1.9459101490553135)],+ n = 7}}),+ ("at the beginning|end of <year>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.3978952727983707,+ likelihoods =+ HashMap.fromList+ [("year (latent)", -0.6931471805599453),+ ("year", -0.6931471805599453)],+ n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Dhanteras",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Tu BiShvat",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Whit Monday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("hh:mm",+ Classifier{okData =+ ClassData{prior = -5.6352936551131744e-2,+ unseen = -4.2626798770413155,+ likelihoods = HashMap.fromList [("", 0.0)], n = 69},+ koData =+ ClassData{prior = -2.9041650800285006, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),+ ("Holi",+ Classifier{okData =+ ClassData{prior = -0.2876820724517809,+ unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -1.3862943611198906,+ unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),+ ("Rosh Hashanah",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<integer> <named-day> ago|back",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)Thursday", -0.6931471805599453),+ ("day", -0.6931471805599453)],+ n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Holika Dahan",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("quarter of an hour",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("second (grain) ",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("ordinals (first..twentieth,thirtieth,...)",+ Classifier{okData =+ ClassData{prior = -5.406722127027582e-2,+ unseen = -2.995732273553991,+ likelihoods = HashMap.fromList [("", 0.0)], n = 18},+ koData =+ ClassData{prior = -2.9444389791664407,+ unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),+ ("Mawlid",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Jumu'atul-Wida",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("quarter after|past <hour-of-day>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("time-of-day (latent)", -0.6931471805599453),+ ("hour", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("until <time>",+ Classifier{okData =+ ClassData{prior = -1.1786549963416462, unseen = -3.295836866004329,+ likelihoods =+ HashMap.fromList+ [("year (latent)", -2.159484249353372),+ ("time-of-day (latent)", -2.5649493574615367),+ ("year", -2.159484249353372),+ ("<time-of-day> am|pm", -1.8718021769015913),+ ("hh:mm", -2.159484249353372), ("hour", -2.159484249353372),+ ("minute", -1.6486586255873816)],+ n = 8},+ koData =+ ClassData{prior = -0.3677247801253174,+ unseen = -3.8501476017100584,+ likelihoods =+ HashMap.fromList+ [("intersect", -2.2192034840549946),+ ("yesterday", -2.7300291078209855),+ ("day", -2.7300291078209855),+ ("time-of-day (latent)", -1.6314168191528755),+ ("hh:mm", -2.2192034840549946), ("hour", -1.5260563034950494),+ ("minute", -1.749199854809259)],+ n = 18}}),+ ("the <cycle> after|before <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods =+ HashMap.fromList+ [("day (grain)tomorrow", -1.252762968495368),+ ("dayday", -0.8472978603872037),+ ("day (grain)yesterday", -1.252762968495368)],+ n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("about|exactly <time-of-day>",+ Classifier{okData =+ ClassData{prior = -0.15415067982725836,+ unseen = -3.6109179126442243,+ likelihoods =+ HashMap.fromList+ [("week", -1.791759469228055),+ ("hh(:mm) - <time-of-day> am|pm", -2.890371757896165),+ ("this|last|next <cycle>", -1.791759469228055),+ ("day", -2.4849066497880004),+ ("time-of-day (latent)", -2.890371757896165),+ ("hhmm (latent)", -2.4849066497880004),+ ("<time-of-day> am|pm", -2.890371757896165),+ ("hour", -2.1972245773362196),+ ("next <time>", -2.890371757896165),+ ("this|next <day-of-week>", -2.890371757896165),+ ("minute", -2.4849066497880004)],+ n = 12},+ koData =+ ClassData{prior = -1.9459101490553135, unseen = -2.833213344056216,+ likelihoods =+ HashMap.fromList+ [("mm/dd", -2.0794415416798357), ("day", -2.0794415416798357),+ ("time-of-day (latent)", -2.0794415416798357),+ ("hour", -2.0794415416798357)],+ n = 2}}),+ ("Sukkot",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<day> in <duration>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.044522437723423,+ likelihoods =+ HashMap.fromList+ [("daymonth", -2.3025850929940455),+ ("monthyear", -1.8971199848858813),+ ("Marcha <unit-of-duration>", -2.3025850929940455),+ ("March<integer> <unit-of-duration>", -2.3025850929940455),+ ("Thanksgiving Daya <unit-of-duration>", -2.3025850929940455),+ ("Thanksgiving Day<integer> <unit-of-duration>",+ -1.8971199848858813),+ ("Vijayadashami<integer> <unit-of-duration>",+ -2.3025850929940455),+ ("dayyear", -1.6094379124341003)],+ n = 6},+ koData =+ ClassData{prior = -infinity, unseen = -2.1972245773362196,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("World Vegan Day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("intersect by \",\", \"of\", \"from\", \"'s\"",+ Classifier{okData =+ ClassData{prior = -0.5389965007326869, unseen = -4.948759890378168,+ likelihoods =+ HashMap.fromList+ [("Wednesday<named-month> <day-of-month> (non ordinal)",+ -4.248495242049359),+ ("dayhour", -3.8430301339411947),+ ("daymonth", -2.995732273553991),+ ("<named-month> <day-of-month> (non ordinal)Friday",+ -4.248495242049359),+ ("Friday<named-month> <day-of-month> (non ordinal)",+ -3.5553480614894135),+ ("Wednesdayintersect", -4.248495242049359),+ ("Black Fridaythis|last|next <cycle>", -4.248495242049359),+ ("<part-of-day> of <time>February", -4.248495242049359),+ ("Saturday<time-of-day> am|pm", -4.248495242049359),+ ("Martin Luther King's Daythis|last|next <cycle>",+ -3.8430301339411947),+ ("on <date><time-of-day> am|pm", -4.248495242049359),+ ("hourmonth", -4.248495242049359),+ ("Fridayintersect by \",\", \"of\", \"from\" for year",+ -4.248495242049359),+ ("dayday", -2.3766930651477676),+ ("the <day-of-month> (ordinal)February", -3.8430301339411947),+ ("WednesdayOctober", -4.248495242049359),+ ("Wednesdaythis|last|next <cycle>", -3.8430301339411947),+ ("intersect<named-month> <day-of-month> (non ordinal)",+ -3.332204510175204),+ ("dayyear", -3.332204510175204),+ ("Saturday<named-month> <day-of-month> (non ordinal)",+ -4.248495242049359),+ ("Thursdayhh:mm", -3.8430301339411947),+ ("Thanksgiving Daythis|last|next <cycle>", -4.248495242049359),+ ("on <date><named-month> <day-of-month> (non ordinal)",+ -3.8430301339411947),+ ("TuesdayOctober", -4.248495242049359),+ ("the <day-of-month> (ordinal)March", -4.248495242049359),+ ("Mondaythis|last|next <cycle>", -4.248495242049359),+ ("Fridayintersect", -4.248495242049359),+ ("Thursday<datetime> - <datetime> (interval)",+ -3.8430301339411947),+ ("Thursday<time-of-day> - <time-of-day> (interval)",+ -3.8430301339411947),+ ("Tuesdaythis|last|next <cycle>", -4.248495242049359),+ ("Sunday<named-month> <day-of-month> (non ordinal)",+ -4.248495242049359),+ ("dayminute", -2.8622008809294686),+ ("minuteday", -3.332204510175204),+ ("this|last|next <cycle>Sunday", -4.248495242049359),+ ("Sundaythis|last|next <cycle>", -4.248495242049359),+ ("weekday", -4.248495242049359),+ ("dayweek", -3.1498829533812494),+ ("Monday<named-month> <day-of-month> (non ordinal)",+ -3.8430301339411947)],+ n = 42},+ koData =+ ClassData{prior = -0.8754687373538999, unseen = -4.762173934797756,+ likelihoods =+ HashMap.fromList+ [("week-endJuly", -4.060443010546419),+ ("week-endOctober", -3.367295829986474),+ ("daymonth", -1.8632184332102),+ ("TuesdaySeptember", -4.060443010546419),+ ("Wednesdayintersect", -4.060443010546419),+ ("hourmonth", -2.9618307218783095),+ ("Fridaythis|last|next <cycle>", -4.060443010546419),+ ("SundayFebruary", -4.060443010546419),+ ("WednesdayOctober", -4.060443010546419),+ ("week-endintersect", -4.060443010546419),+ ("dayyear", -4.060443010546419),+ ("FridayJuly", -3.654977902438255),+ ("FridaySeptember", -4.060443010546419),+ ("WednesdayFebruary", -4.060443010546419),+ ("minutemonth", -3.144152278672264),+ ("SundayMarch", -4.060443010546419),+ ("MondayFebruary", -3.654977902438255),+ ("Fridayintersect", -4.060443010546419),+ ("Thursday<time-of-day> - <time-of-day> (interval)",+ -3.654977902438255),+ ("dayminute", -3.367295829986474),+ ("SaturdaySeptember", -4.060443010546419),+ ("intersectSeptember", -3.144152278672264),+ ("MondayMarch", -4.060443010546419),+ ("on <date>September", -3.654977902438255),+ ("Tuesdayintersect", -4.060443010546419),+ ("Sundayintersect", -4.060443010546419)],+ n = 30}}),+ ("last <time>",+ Classifier{okData =+ ClassData{prior = -0.6286086594223742, unseen = -3.295836866004329,+ likelihoods =+ HashMap.fromList+ [("Martin Luther King's Day", -2.5649493574615367),+ ("day", -1.1786549963416462), ("Sunday", -2.5649493574615367),+ ("Chinese New Year", -2.159484249353372),+ ("Thanksgiving Day", -2.5649493574615367),+ ("Easter Sunday", -2.5649493574615367),+ ("hour", -2.5649493574615367), ("Tuesday", -2.5649493574615367),+ ("week-end", -2.5649493574615367)],+ n = 8},+ koData =+ ClassData{prior = -0.7621400520468967,+ unseen = -3.2188758248682006,+ likelihoods =+ HashMap.fromList+ [("Monday", -2.4849066497880004), ("day", -2.0794415416798357),+ ("Sunday", -2.4849066497880004), ("hour", -1.3862943611198906),+ ("week-end", -1.3862943611198906)],+ n = 7}}),+ ("March",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.044522437723423,+ likelihoods = HashMap.fromList [("", 0.0)], n = 19},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<named-month>|<named-day> <day-of-month> (ordinal)",+ Classifier{okData =+ ClassData{prior = -0.2231435513142097, unseen = -3.258096538021482,+ likelihoods =+ HashMap.fromList+ [("Octoberordinal (digits)", -2.120263536200091),+ ("Thursdayordinal (digits)", -2.5257286443082556),+ ("day", -2.120263536200091),+ ("Augustordinal (digits)", -2.5257286443082556),+ ("Marchordinals (first..twentieth,thirtieth,...)",+ -2.120263536200091),+ ("Tuesdayordinal (digits)", -2.5257286443082556),+ ("month", -1.2729656758128873),+ ("Marchordinal (digits)", -2.5257286443082556)],+ n = 8},+ koData =+ ClassData{prior = -1.6094379124341003, unseen = -2.639057329615259,+ likelihoods =+ HashMap.fromList+ [("from|since|after <time>ordinal (digits)",+ -1.8718021769015913),+ ("Augustordinal (digits)", -1.8718021769015913),+ ("month", -1.466337068793427)],+ n = 2}}),+ ("Clean Monday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<day-of-month> (ordinal)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("ordinal (digits)", 0.0)], n = 6},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Easter Sunday",+ Classifier{okData =+ ClassData{prior = -0.2876820724517809,+ unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6},+ koData =+ ClassData{prior = -1.3862943611198906,+ unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),+ ("Christmas",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.4849066497880004,+ likelihoods = HashMap.fromList [("", 0.0)], n = 10},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("mm.dd.yyyy",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Isra and Mi'raj",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<duration> after|before|from <time>",+ Classifier{okData =+ ClassData{prior = -0.40546510810816444,+ unseen = -3.5553480614894135,+ likelihoods =+ HashMap.fromList+ [("a <unit-of-duration>now", -2.833213344056216),+ ("a <unit-of-duration>Christmas", -2.833213344056216),+ ("dayday", -2.833213344056216),+ ("<integer> <unit-of-duration>today", -2.833213344056216),+ ("daysecond", -2.833213344056216),+ ("a <unit-of-duration>right now", -2.833213344056216),+ ("minutenograin", -2.833213344056216),+ ("<integer> <unit-of-duration>Christmas", -2.833213344056216),+ ("<integer> <unit-of-duration>Easter Sunday",+ -2.833213344056216),+ ("secondnograin", -2.833213344056216),+ ("yearday", -2.1400661634962708),+ ("daynograin", -2.833213344056216),+ ("<integer> <unit-of-duration>now", -2.4277482359480516)],+ n = 8},+ koData =+ ClassData{prior = -1.0986122886681098, unseen = -3.295836866004329,+ likelihoods =+ HashMap.fromList+ [("dayhour", -2.5649493574615367),+ ("<integer> <unit-of-duration><day-of-month> (ordinal)",+ -2.5649493574615367),+ ("monthnograin", -2.5649493574615367),+ ("dayday", -2.159484249353372),+ ("<integer> <unit-of-duration>time-of-day (latent)",+ -2.5649493574615367),+ ("<integer> <unit-of-duration><day-of-month> (ordinal or number) <named-month>",+ -2.5649493574615367),+ ("<integer> <unit-of-duration>now", -2.5649493574615367)],+ n = 4}}),+ ("<day-of-month> (ordinal or number) of <month>",+ Classifier{okData =+ ClassData{prior = -8.004270767353637e-2,+ unseen = -3.5263605246161616,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)July", -2.803360380906535),+ ("ordinals (first..twentieth,thirtieth,...)March",+ -2.803360380906535),+ ("ordinal (digits)this|last|next <cycle>", -2.1102132003465894),+ ("integer (numeric)this|last|next <cycle>",+ -2.3978952727983707),+ ("ordinal (digits)February", -2.803360380906535),+ ("integer (numeric)February", -2.3978952727983707),+ ("month", -0.9315582040049435),+ ("ordinal (digits)March", -2.803360380906535),+ ("integer (numeric)July", -2.803360380906535)],+ n = 12},+ koData =+ ClassData{prior = -2.5649493574615367,+ unseen = -2.4849066497880004,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)February", -1.7047480922384253),+ ("month", -1.7047480922384253)],+ n = 1}}),+ ("decimal number",+ Classifier{okData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0},+ koData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),+ ("Naraka Chaturdashi",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("beginning of month",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("next <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.4339872044851463,+ likelihoods =+ HashMap.fromList+ [("Martin Luther King's Day", -2.70805020110221),+ ("Halloween", -2.70805020110221),+ ("Wednesday", -2.70805020110221),+ ("Boss's Day", -2.70805020110221),+ ("Monday", -2.70805020110221), ("day", -1.0986122886681098),+ ("Thanksgiving Day", -2.70805020110221),+ ("March", -2.70805020110221), ("month", -2.70805020110221),+ ("Tuesday", -2.0149030205422647)],+ n = 10},+ koData =+ ClassData{prior = -infinity, unseen = -2.3978952727983707,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<time-of-day> sharp|exactly",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.890371757896165,+ likelihoods =+ HashMap.fromList+ [("at <time-of-day>", -2.1400661634962708),+ ("time-of-day (latent)", -2.1400661634962708),+ ("hhmm (latent)", -2.1400661634962708),+ ("<time-of-day> am|pm", -2.1400661634962708),+ ("hh:mm", -2.1400661634962708), ("hour", -1.7346010553881064),+ ("minute", -1.4469189829363254)],+ n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("in <named-month>|year",+ Classifier{okData =+ ClassData{prior = -0.2719337154836418,+ unseen = -3.6635616461296463,+ likelihoods =+ HashMap.fromList+ [("<year> (bc|ad)", -1.845826690498331),+ ("October", -2.9444389791664407),+ ("year (latent)", -1.3350010667323402),+ ("year", -0.9295359586241757), ("March", -2.9444389791664407),+ ("month", -2.538973871058276)],+ n = 16},+ koData =+ ClassData{prior = -1.4350845252893227, unseen = -2.833213344056216,+ likelihoods =+ HashMap.fromList+ [("October", -1.6739764335716716),+ ("year (latent)", -1.3862943611198906),+ ("year", -1.3862943611198906), ("month", -1.6739764335716716)],+ n = 5}}),+ ("Islamic New Year",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Lent",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("negative numbers",+ Classifier{okData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0},+ koData =+ ClassData{prior = 0.0, unseen = -3.332204510175204,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)", -7.696104113612832e-2),+ ("integer (0..19)", -2.6026896854443837)],+ n = 25}}),+ ("about|exactly <duration>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("half a <time-grain>", -0.6931471805599453),+ ("minute", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<time> before last|after next",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.639057329615259,+ likelihoods =+ HashMap.fromList+ [("Wednesday", -1.8718021769015913),+ ("Friday", -1.466337068793427), ("day", -1.1786549963416462),+ ("March", -1.8718021769015913), ("month", -1.8718021769015913)],+ n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("by the end of <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("this|last|next <cycle>", -0.6931471805599453),+ ("month", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("half an hour (abbrev).",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("hhmm (military) am|pm",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<datetime> - <datetime> (interval)",+ Classifier{okData =+ ClassData{prior = -0.5596157879354228, unseen = -4.127134385045092,+ likelihoods =+ HashMap.fromList+ [("intersecthh:mm", -3.012261575505202),+ ("from|since|after <time>hh:mm", -2.501435951739211),+ ("minuteminute", -1.2776605201170952),+ ("hh:mmhh:mm", -1.9136492868370918),+ ("dayday", -3.012261575505202),+ ("hourhour", -3.012261575505202),+ ("<named-month> <day-of-month> (non ordinal)<named-month> <day-of-month> (non ordinal)",+ -3.012261575505202),+ ("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",+ -3.012261575505202),+ ("<time-of-day> am|pm<time-of-day> am|pm", -3.012261575505202)],+ n = 20},+ koData =+ ClassData{prior = -0.8472978603872037, unseen = -3.951243718581427,+ likelihoods =+ HashMap.fromList+ [("hourday", -3.2386784521643803),+ ("<named-month> <day-of-month> (non ordinal)July",+ -3.2386784521643803),+ ("daymonth", -2.833213344056216),+ ("<time-of-day> am|pmintersect", -3.2386784521643803),+ ("hh:mm<time-of-day> am|pm", -2.833213344056216),+ ("minuteminute", -1.9859154836690123),+ ("from|since|after <time><time-of-day> am|pm",+ -3.2386784521643803),+ ("dayday", -3.2386784521643803),+ ("from|since|after <time><day-of-month> (ordinal or number) <named-month>",+ -2.833213344056216),+ ("hourhour", -2.5455312716044354),+ ("minutehour", -2.833213344056216),+ ("hh:mmintersect", -2.322387720290225),+ ("<named-month> <day-of-month> (non ordinal)August",+ -3.2386784521643803),+ ("about|exactly <time-of-day><time-of-day> am|pm",+ -3.2386784521643803),+ ("from|since|after <time>intersect", -2.833213344056216)],+ n = 15}}),+ ("Tuesday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.639057329615259,+ likelihoods = HashMap.fromList [("", 0.0)], n = 12},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("New Year's Day",+ Classifier{okData =+ ClassData{prior = -1.6094379124341003,+ unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -0.2231435513142097,+ unseen = -2.3025850929940455,+ likelihoods = HashMap.fromList [("", 0.0)], n = 8}}),+ ("fortnight",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<integer> and an half hour",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Laylat al-Qadr",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Boghi",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("at the beginning|end of <named-month>",+ Classifier{okData =+ ClassData{prior = -0.2231435513142097,+ unseen = -2.5649493574615367,+ likelihoods =+ HashMap.fromList+ [("January", -1.3862943611198906),+ ("April", -1.3862943611198906), ("month", -0.8754687373538999)],+ n = 4},+ koData =+ ClassData{prior = -1.6094379124341003,+ unseen = -1.9459101490553135,+ likelihoods =+ HashMap.fromList+ [("October", -1.0986122886681098),+ ("month", -1.0986122886681098)],+ n = 1}}),+ ("<time-of-day> - <time-of-day> (interval)",+ Classifier{okData =+ ClassData{prior = -1.0296194171811581, unseen = -4.110873864173311,+ likelihoods =+ HashMap.fromList+ [("from|since|after <time>hh:mm", -2.4849066497880004),+ ("minuteminute", -1.529395204760564),+ ("from|since|after <time><time-of-day> am|pm",+ -3.4011973816621555),+ ("hh:mmhh:mm", -1.8971199848858813),+ ("<time-of-day> am|pmtime-of-day (latent)", -2.70805020110221),+ ("hourhour", -1.8971199848858813),+ ("from|since|after <time>time-of-day (latent)",+ -3.4011973816621555),+ ("<time-of-day> am|pm<time-of-day> am|pm", -2.70805020110221)],+ n = 20},+ koData =+ ClassData{prior = -0.4418327522790392, unseen = -4.532599493153256,+ likelihoods =+ HashMap.fromList+ [("about|exactly <time-of-day>time-of-day (latent)",+ -3.828641396489095),+ ("until <time>time-of-day (latent)", -2.575878427993727),+ ("hh:mmtime-of-day (latent)", -2.12389330425067),+ ("hh:mm<time-of-day> am|pm", -3.4231762883809305),+ ("from|since|after <time><time-of-day> am|pm",+ -3.828641396489095),+ ("<time-of-day> am|pmtime-of-day (latent)", -3.828641396489095),+ ("at <time-of-day><time-of-day> am|pm", -3.828641396489095),+ ("hourhour", -1.6314168191528755),+ ("from|since|after <time><integer> to|till|before <hour-of-day>",+ -3.828641396489095),+ ("hourminute", -3.828641396489095),+ ("minutehour", -1.5773495978825998),+ ("until <time><time-of-day> am|pm", -3.4231762883809305),+ ("about|exactly <time-of-day><time-of-day> am|pm",+ -3.828641396489095),+ ("from|since|after <time>time-of-day (latent)",+ -2.575878427993727),+ ("at <time-of-day>time-of-day (latent)", -3.4231762883809305),+ ("<integer> to|till|before <hour-of-day>time-of-day (latent)",+ -3.4231762883809305)],+ n = 36}}),+ ("military spelled out numbers am|pm",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods =+ HashMap.fromList [("integer (0..19)integer (20..90)", 0.0)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("winter",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("nth <time> after <time>",+ Classifier{okData =+ ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,+ likelihoods =+ HashMap.fromList+ [("dayday", -0.916290731874155),+ ("ordinals (first..twentieth,thirtieth,...)Tuesdayintersect",+ -0.916290731874155)],+ n = 1},+ koData =+ ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,+ likelihoods =+ HashMap.fromList+ [("dayday", -0.916290731874155),+ ("ordinals (first..twentieth,thirtieth,...)TuesdayChristmas",+ -0.916290731874155)],+ n = 1}}),+ ("<named-month> <day-of-month> (non ordinal)",+ Classifier{okData =+ ClassData{prior = -0.42121346507630353,+ unseen = -3.951243718581427,+ likelihoods =+ HashMap.fromList+ [("Augustinteger (numeric)", -2.5455312716044354),+ ("Marchinteger (numeric)", -2.833213344056216),+ ("Aprilinteger (numeric)", -3.2386784521643803),+ ("month", -0.8407831793660099),+ ("Februaryinteger (numeric)", -1.9859154836690123),+ ("Septemberinteger (numeric)", -2.833213344056216),+ ("Octoberinteger (numeric)", -2.833213344056216),+ ("Julyinteger (numeric)", -2.1400661634962708)],+ n = 21},+ koData =+ ClassData{prior = -1.067840630001356, unseen = -3.4657359027997265,+ likelihoods =+ HashMap.fromList+ [("Augustinteger (numeric)", -2.3353749158170367),+ ("Marchinteger (numeric)", -2.740840023925201),+ ("Aprilinteger (numeric)", -2.740840023925201),+ ("month", -0.9490805546971459),+ ("from|since|after <time>integer (numeric)",+ -2.3353749158170367),+ ("Julyinteger (numeric)", -1.6422277352570913)],+ n = 11}}),+ ("Diwali",+ Classifier{okData =+ ClassData{prior = -0.2876820724517809,+ unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -1.3862943611198906,+ unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),+ ("last night",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("this|next <day-of-week>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.995732273553991,+ likelihoods =+ HashMap.fromList+ [("Thursday", -2.2512917986064953),+ ("Wednesday", -2.2512917986064953),+ ("Monday", -1.845826690498331), ("day", -0.8649974374866046),+ ("Tuesday", -1.55814461804655)],+ n = 7},+ koData =+ ClassData{prior = -infinity, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("ordinal (digits)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.784189633918261,+ likelihoods = HashMap.fromList [("", 0.0)], n = 42},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("quarter (grain)",+ Classifier{okData =+ ClassData{prior = -0.2876820724517809, unseen = -2.639057329615259,+ likelihoods = HashMap.fromList [("", 0.0)], n = 12},+ koData =+ ClassData{prior = -1.3862943611198906, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),+ ("last <cycle> of <time>",+ Classifier{okData =+ ClassData{prior = -0.916290731874155, unseen = -3.1354942159291497,+ likelihoods =+ HashMap.fromList+ [("day (grain)October", -1.9924301646902063),+ ("daymonth", -1.4816045409242156),+ ("day (grain)intersect", -1.9924301646902063),+ ("weekmonth", -1.9924301646902063),+ ("week (grain)intersect", -2.3978952727983707),+ ("week (grain)September", -2.3978952727983707)],+ n = 6},+ koData =+ ClassData{prior = -0.5108256237659907, unseen = -3.367295829986474,+ likelihoods =+ HashMap.fromList+ [("daymonth", -2.2335922215070942),+ ("day (grain)May", -2.2335922215070942),+ ("week (grain)year (latent)", -1.9459101490553135),+ ("weekmonth", -1.7227665977411035),+ ("week (grain)October", -2.2335922215070942),+ ("weekyear", -1.9459101490553135),+ ("week (grain)intersect", -2.2335922215070942)],+ n = 9}}),+ ("Chhath",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Vasant Panchami",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<day-of-month>(ordinal) <named-month> year",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)April", -0.6931471805599453),+ ("month", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("the <ordinal> last <cycle> of <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.9444389791664407,+ likelihoods =+ HashMap.fromList+ [("ordinals (first..twentieth,thirtieth,...)week (grain)year (latent)",+ -2.1972245773362196),+ ("daymonth", -2.1972245773362196),+ ("ordinal (digits)day (grain)May", -2.1972245773362196),+ ("ordinals (first..twentieth,thirtieth,...)week (grain)intersect",+ -2.1972245773362196),+ ("weekmonth", -1.791759469228055),+ ("ordinal (digits)week (grain)year (latent)",+ -2.1972245773362196),+ ("weekyear", -1.791759469228055),+ ("ordinals (first..twentieth,thirtieth,...)week (grain)October",+ -2.1972245773362196)],+ n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -2.1972245773362196,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Black Friday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("week-end",+ Classifier{okData =+ ClassData{prior = -1.252762968495368, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -0.3364722366212129,+ unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [("", 0.0)], n = 5}}),+ ("Great Lent",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Maundy Thursday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("day (grain)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.4339872044851463,+ likelihoods = HashMap.fromList [("", 0.0)], n = 29},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("right now",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("for <duration> from <time>",+ Classifier{okData =+ ClassData{prior = -0.40546510810816444,+ unseen = -2.3025850929940455,+ likelihoods =+ HashMap.fromList+ [("<integer> <unit-of-duration><day-of-month> (ordinal)",+ -1.5040773967762742),+ ("dayday", -1.0986122886681098),+ ("<integer> <unit-of-duration><day-of-month> (ordinal or number) <named-month>",+ -1.5040773967762742)],+ n = 2},+ koData =+ ClassData{prior = -1.0986122886681098,+ unseen = -2.0794415416798357,+ likelihoods =+ HashMap.fromList+ [("dayhour", -1.252762968495368),+ ("<integer> <unit-of-duration>time-of-day (latent)",+ -1.252762968495368)],+ n = 1}}),+ ("compose by multiplication",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList [("integer (0..19)powers of tens", 0.0)],+ n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("end of year",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.4849066497880004,+ likelihoods = HashMap.fromList [("", 0.0)], n = 10},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("between <time> and <time>",+ Classifier{okData =+ ClassData{prior = -1.0986122886681098,+ unseen = -3.1780538303479458,+ likelihoods =+ HashMap.fromList+ [("minuteminute", -0.832909122935104),+ ("hh:mmhh:mm", -0.832909122935104)],+ n = 9},+ koData =+ ClassData{prior = -0.40546510810816444,+ unseen = -3.7376696182833684,+ likelihoods =+ HashMap.fromList+ [("hh:mmtime-of-day (latent)", -1.410986973710262),+ ("minuteminute", -1.410986973710262),+ ("minutehour", -1.410986973710262),+ ("hh:mmintersect", -1.410986973710262)],+ n = 18}}),+ ("<month> dd-dd (interval)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.4657359027997265,+ likelihoods =+ HashMap.fromList+ [("from|since|after <time>integer (numeric)integer (numeric)",+ -2.740840023925201),+ ("from|since|after <time>ordinal (digits)ordinal (digits)",+ -2.740840023925201),+ ("Julyinteger (numeric)integer (numeric)", -1.6422277352570913),+ ("Augustordinal (digits)integer (numeric)",+ -2.3353749158170367),+ ("from|since|after <time>ordinal (digits)integer (numeric)",+ -2.740840023925201),+ ("month", -0.8690378470236094),+ ("Augustordinal (digits)ordinal (digits)",+ -2.3353749158170367)],+ n = 12},+ koData =+ ClassData{prior = -infinity, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("intersect by \",\", \"of\", \"from\" for year",+ Classifier{okData =+ ClassData{prior = -0.11778303565638351,+ unseen = -3.2188758248682006,+ likelihoods =+ HashMap.fromList+ [("Black Fridaythis|last|next <cycle>", -2.4849066497880004),+ ("Martin Luther King's Daythis|last|next <cycle>",+ -2.0794415416798357),+ ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",+ -2.4849066497880004),+ ("dayyear", -0.9808292530117262),+ ("Thanksgiving Daythis|last|next <cycle>", -2.4849066497880004),+ ("intersectyear (latent)", -2.4849066497880004),+ ("<named-month> <day-of-month> (non ordinal)year (latent)",+ -2.0794415416798357)],+ n = 8},+ koData =+ ClassData{prior = -2.1972245773362196,+ unseen = -2.3978952727983707,+ likelihoods =+ HashMap.fromList+ [("Fridaythis|last|next <cycle>", -1.6094379124341003),+ ("dayyear", -1.6094379124341003)],+ n = 1}}),+ ("part of days",+ Classifier{okData =+ ClassData{prior = -6.899287148695143e-2,+ unseen = -3.4011973816621555,+ likelihoods = HashMap.fromList [("", 0.0)], n = 28},+ koData =+ ClassData{prior = -2.70805020110221, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2}}), ("at the beginning|end of <week>", Classifier{okData = ClassData{prior = 0.0, unseen = -4.330733340286331,
+ Duckling/Ranking/Classifiers/NL_BE.hs view
@@ -0,0 +1,1834 @@+-- Copyright (c) 2016-present, Facebook, Inc.+-- All rights reserved.+--+-- This source code is licensed under the BSD-style license found in the+-- LICENSE file in the root directory of this source tree. An additional grant+-- of patent rights can be found in the PATENTS file in the same directory.++-----------------------------------------------------------------+-- Auto-generated by regenClassifiers+--+-- DO NOT EDIT UNLESS YOU ARE SURE THAT YOU KNOW WHAT YOU ARE DOING+-- @generated+-----------------------------------------------------------------+{-# LANGUAGE OverloadedStrings #-}+module Duckling.Ranking.Classifiers.NL_BE (classifiers) where+import Data.String+import Prelude+import qualified Data.HashMap.Strict as HashMap+import Duckling.Ranking.Types++classifiers :: Classifiers+classifiers+ = HashMap.fromList+ [("Kerstmis",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<time> timezone",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.3978952727983707,+ likelihoods =+ HashMap.fromList+ [("<time-of-day> o'clock", -1.6094379124341003),+ ("hh:mm", -1.2039728043259361), ("hour", -1.6094379124341003),+ ("minute", -1.2039728043259361)],+ n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("integer (numeric)",+ Classifier{okData =+ ClassData{prior = -0.7090205297162354, unseen = -4.844187086458591,+ likelihoods = HashMap.fromList [("", 0.0)], n = 125},+ koData =+ ClassData{prior = -0.6775218626568645, unseen = -4.875197323201151,+ likelihoods = HashMap.fromList [("", 0.0)], n = 129}}),+ ("exactly <time-of-day>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods =+ HashMap.fromList+ [("<time-of-day> o'clock", -1.252762968495368),+ ("time-of-day (latent)", -1.252762968495368),+ ("hour", -0.8472978603872037)],+ n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<duration> hence|ago",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.995732273553991,+ likelihoods =+ HashMap.fromList+ [("week", -1.55814461804655), ("day", -1.845826690498331),+ ("year", -2.2512917986064953),+ ("<integer> <unit-of-duration>", -0.8649974374866046),+ ("month", -2.2512917986064953)],+ n = 7},+ koData =+ ClassData{prior = -infinity, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("thursday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.4849066497880004,+ likelihoods = HashMap.fromList [("", 0.0)], n = 10},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("integer (20..90)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<time> <part-of-day>",+ Classifier{okData =+ ClassData{prior = -0.15415067982725836,+ unseen = -5.030437921392435,+ likelihoods =+ HashMap.fromList+ [("<time-of-day> o'clockmorning", -3.077970371790963),+ ("until <time-of-day>afternoon", -4.330733340286331),+ ("dayhour", -2.9444389791664407),+ ("todayevening", -4.330733340286331),+ ("on <date>evening", -3.925268232178167),+ ("thursdaymorning", -4.330733340286331),+ ("intersectevening", -2.384823191231018),+ ("tomorrowafternoon", -3.925268232178167),+ ("half to|till|before <integer> (hour-of-day)afternoon",+ -4.330733340286331),+ ("hourhour", -1.1737329191362178),+ ("<day-of-month> (non ordinal) <named-month>morning",+ -3.925268232178167),+ ("at <time-of-day>afternoon", -4.330733340286331),+ ("todayafternoon", -4.330733340286331),+ ("<time-of-day> o'clockafternoon", -3.2321210516182215),+ ("<time-of-day> o'clocknight", -4.330733340286331),+ ("until <time-of-day>morning", -3.925268232178167),+ ("minutehour", -2.9444389791664407),+ ("<time-of-day> am|pmmorning", -3.925268232178167),+ ("hh:mmmorning", -3.925268232178167),+ ("about <time-of-day>evening", -4.330733340286331),+ ("<time-of-day> o'clockevening", -3.6375861597263857),+ ("<hour-of-day> <integer> (as relative minutes)afternoon",+ -3.925268232178167),+ ("intersectmorning", -3.077970371790963),+ ("about <time-of-day>afternoon", -4.330733340286331),+ ("hh:mmafternoon", -4.330733340286331),+ ("on <date>morning", -3.925268232178167),+ ("at <time-of-day>morning", -4.330733340286331)],+ n = 60},+ koData =+ ClassData{prior = -1.9459101490553135, unseen = -3.970291913552122,+ likelihoods =+ HashMap.fromList+ [("<time-of-day> o'clockmorning", -3.258096538021482),+ ("yearhour", -3.258096538021482),+ ("intersectevening", -2.5649493574615367),+ ("monthhour", -2.8526314299133175),+ ("hourhour", -1.8718021769015913),+ ("year (latent)afternoon", -3.258096538021482),+ ("Februarymorning", -2.8526314299133175),+ ("<time-of-day> o'clockevening", -3.258096538021482),+ ("time-of-day (latent)afternoon", -2.8526314299133175)],+ n = 10}}),+ ("dd/mm",+ Classifier{okData =+ ClassData{prior = -0.4307829160924542, unseen = -2.70805020110221,+ likelihoods = HashMap.fromList [("", 0.0)], n = 13},+ koData =+ ClassData{prior = -1.0498221244986778,+ unseen = -2.1972245773362196,+ likelihoods = HashMap.fromList [("", 0.0)], n = 7}}),+ ("today",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("at <time-of-day>",+ Classifier{okData =+ ClassData{prior = -0.19237189264745613, unseen = -4.31748811353631,+ likelihoods =+ HashMap.fromList+ [("<time-of-day> o'clock", -1.739115735742633),+ ("half to|till|before <integer> (hour-of-day)",+ -3.6109179126442243),+ ("about <time-of-day>", -2.6946271807700692),+ ("time-of-day (latent)", -1.906169820405799),+ ("hh:mm", -2.512305623976115), ("hour", -1.0082282271998406),+ ("minute", -2.2246235515243336),+ ("<hour-of-day> <integer> (as relative minutes)",+ -3.6109179126442243)],+ n = 33},+ koData =+ ClassData{prior = -1.742969305058623, unseen = -3.1354942159291497,+ likelihoods =+ HashMap.fromList+ [("<time-of-day> o'clock", -2.3978952727983707),+ ("time-of-day (latent)", -1.1451323043030026),+ ("hour", -1.0116009116784799)],+ n = 7}}),+ ("absorption of , after named day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.995732273553991,+ likelihoods =+ HashMap.fromList+ [("wednesday", -2.2512917986064953),+ ("monday", -1.845826690498331), ("friday", -1.55814461804655),+ ("day", -0.8649974374866046), ("sunday", -2.2512917986064953)],+ n = 7},+ koData =+ ClassData{prior = -infinity, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("September",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("on <date>",+ Classifier{okData =+ ClassData{prior = -0.19845093872383832,+ unseen = -4.574710978503383,+ likelihoods =+ HashMap.fromList+ [("thursday", -3.1780538303479458),+ ("<time> <part-of-day>", -2.9549102790337356),+ ("dd/mm", -2.9549102790337356),+ ("saturday", -3.871201010907891),+ ("intersect", -1.4733057381095205),+ ("<day-of-month>(ordinal) <named-month>", -3.871201010907891),+ ("friday", -3.871201010907891), ("day", -1.7311348474116202),+ ("hh:mm", -3.871201010907891),+ ("<day-of-month> (ordinal)", -3.1780538303479458),+ ("hour", -1.7311348474116202),+ ("<datetime> - <datetime> (interval)", -3.871201010907891),+ ("<day-of-month> (non ordinal) <named-month>",+ -3.871201010907891),+ ("minute", -2.2617630984737906)],+ n = 41},+ koData =+ ClassData{prior = -1.7147984280919266,+ unseen = -3.4965075614664802,+ likelihoods =+ HashMap.fromList+ [("intersect", -1.2685113254635072), ("day", -2.772588722239781),+ ("<day-of-month> (ordinal)", -2.772588722239781),+ ("hour", -2.367123614131617), ("minute", -1.5198257537444133)],+ n = 9}}),+ ("integer (0..19)",+ Classifier{okData =+ ClassData{prior = -5.5569851154810765e-2,+ unseen = -3.6109179126442243,+ likelihoods = HashMap.fromList [("", 0.0)], n = 35},+ koData =+ ClassData{prior = -2.917770732084279, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),+ ("between <time-of-day> and <time-of-day> (interval)",+ Classifier{okData =+ ClassData{prior = -0.6931471805599453,+ unseen = -1.9459101490553135,+ likelihoods =+ HashMap.fromList+ [("minuteminute", -1.0986122886681098),+ ("hh:mmhh:mm", -1.0986122886681098)],+ n = 1},+ koData =+ ClassData{prior = -0.6931471805599453,+ unseen = -1.9459101490553135,+ likelihoods =+ HashMap.fromList+ [("hh:mmtime-of-day (latent)", -1.0986122886681098),+ ("minutehour", -1.0986122886681098)],+ n = 1}}),+ ("Halloween",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("between <datetime> and <datetime> (interval)",+ Classifier{okData =+ ClassData{prior = -0.6931471805599453,+ unseen = -1.9459101490553135,+ likelihoods =+ HashMap.fromList+ [("minuteminute", -1.0986122886681098),+ ("hh:mmhh:mm", -1.0986122886681098)],+ n = 1},+ koData =+ ClassData{prior = -0.6931471805599453,+ unseen = -1.9459101490553135,+ likelihoods =+ HashMap.fromList+ [("hh:mmtime-of-day (latent)", -1.0986122886681098),+ ("minutehour", -1.0986122886681098)],+ n = 1}}),+ ("October",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.3025850929940455,+ likelihoods = HashMap.fromList [("", 0.0)], n = 8},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("month (grain)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.1972245773362196,+ likelihoods = HashMap.fromList [("", 0.0)], n = 7},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("on a named-day",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.70805020110221,+ likelihoods =+ HashMap.fromList+ [("thursday", -1.252762968495368),+ ("saturday", -1.9459101490553135),+ ("friday", -1.9459101490553135), ("day", -0.8472978603872037)],+ n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("yesterday/tomorrow night",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("wednesday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.3025850929940455,+ likelihoods = HashMap.fromList [("", 0.0)], n = 8},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<time-of-day> o'clock",+ Classifier{okData =+ ClassData{prior = -0.14107859825990549,+ unseen = -4.955827057601261,+ likelihoods =+ HashMap.fromList+ [("exactly <time-of-day>", -4.255612709818223),+ ("at <time-of-day>", -2.3838105329166317),+ ("about <time-of-day>", -2.8693183486983322),+ ("time-of-day (latent)", -1.259880436264232),+ ("quarter after|past <integer> (hour-of-day)",+ -4.255612709818223),+ ("until <time-of-day>", -3.339321977944068),+ ("hour", -0.7591051483517427), ("minute", -4.255612709818223),+ ("after <time-of-day>", -3.8501476017100584)],+ n = 66},+ koData =+ ClassData{prior = -2.0281482472922856,+ unseen = -3.4011973816621555,+ likelihoods =+ HashMap.fromList+ [("at <time-of-day>", -2.6741486494265287),+ ("time-of-day (latent)", -1.0647107369924282),+ ("hour", -0.9694005571881036)],+ n = 10}}),+ ("<integer> + '\"",+ Classifier{okData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0},+ koData =+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)", -0.40546510810816444),+ ("integer (0..19)", -1.0986122886681098)],+ n = 4}}),+ ("July",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.3978952727983707,+ likelihoods = HashMap.fromList [("", 0.0)], n = 9},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("hour (grain)",+ Classifier{okData =+ ClassData{prior = -1.9661128563728327,+ unseen = -2.1972245773362196,+ likelihoods = HashMap.fromList [("", 0.0)], n = 7},+ koData =+ ClassData{prior = -0.15082288973458366,+ unseen = -3.8066624897703196,+ likelihoods = HashMap.fromList [("", 0.0)], n = 43}}),+ ("<ordinal> quarter",+ Classifier{okData =+ ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,+ likelihoods =+ HashMap.fromList+ [("ordinals (first..19th)quarter (grain)", -0.916290731874155),+ ("quarter", -0.916290731874155)],+ n = 1},+ koData =+ ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)quarter (grain)", -0.916290731874155),+ ("quarter", -0.916290731874155)],+ n = 1}}),+ ("saturday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [("", 0.0)], n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("intersect",+ Classifier{okData =+ ClassData{prior = -0.29944691403136736,+ unseen = -6.180016653652572,+ likelihoods =+ HashMap.fromList+ [("last <cycle>sunday", -5.484796933490655),+ ("Koningsdagyear", -5.484796933490655),+ ("hourday", -4.386184644822546),+ ("on a named-day<day-of-month> (non ordinal) <named-month>",+ -5.484796933490655),+ ("<day-of-month> (non ordinal) <named-month><time-of-day> o'clock",+ -5.484796933490655),+ ("dayhour", -2.3493027175615055),+ ("daymonth", -4.5685062016165),+ ("next <cycle>friday", -5.484796933490655),+ ("monthyear", -3.8753590210565547),+ ("friday<day-of-month> (non ordinal) <named-month>",+ -5.079331825382491),+ ("yearhour", -5.484796933490655),+ ("intersect<time-of-day> o'clock", -4.791649752930709),+ ("tuesdaythis <cycle>", -5.484796933490655),+ ("on a named-dayfrom <time-of-day> - <time-of-day> (interval)",+ -5.079331825382491),+ ("saturday<time-of-day> o'clock", -5.484796933490655),+ ("absorption of , after named daydd/mm/yyyy",+ -5.079331825382491),+ ("<time-of-day> am|pmintersect", -5.484796933490655),+ ("intersect<time> <part-of-day>", -4.791649752930709),+ ("Marchyear", -5.484796933490655),+ ("saturdayat <time-of-day>", -5.079331825382491),+ ("saturday<time> <part-of-day>", -5.079331825382491),+ ("dd/mm<time-of-day> o'clock", -5.484796933490655),+ ("on a named-dayat <time-of-day>", -4.791649752930709),+ ("today<time-of-day> o'clock", -5.484796933490655),+ ("at <time-of-day>on a named-day", -5.484796933490655),+ ("on a named-daybetween <datetime> and <datetime> (interval)",+ -5.484796933490655),+ ("intersect by ','year", -5.484796933490655),+ ("on <date><time-of-day> o'clock", -4.791649752930709),+ ("next <cycle>monday", -5.484796933490655),+ ("on a named-daybetween <time-of-day> and <time-of-day> (interval)",+ -5.484796933490655),+ ("exactly <time-of-day>tomorrow", -5.484796933490655),+ ("on a named-day<time> <part-of-day>", -5.079331825382491),+ ("monthhour", -4.5685062016165),+ ("on <date>between <datetime> and <datetime> (interval)",+ -5.484796933490655),+ ("last <day-of-week> of <time>year", -5.484796933490655),+ ("on a named-day<time-of-day> o'clock", -5.484796933490655),+ ("next <cycle>March", -5.484796933490655),+ ("todayat <time-of-day>", -4.791649752930709),+ ("on <date>between <time-of-day> and <time-of-day> (interval)",+ -5.484796933490655),+ ("on <date>at <time-of-day>", -4.791649752930709),+ ("thursday<time> timezone", -5.079331825382491),+ ("on <date>about <time-of-day>", -4.791649752930709),+ ("dayday", -3.1822118404966093),+ ("on <date><time> <part-of-day>", -4.5685062016165),+ ("dd/mmabout <time-of-day>", -5.079331825382491),+ ("<day-of-month> (ordinal)intersect", -5.484796933490655),+ ("hourhour", -4.386184644822546),+ ("saturday<day-of-month> (non ordinal) <named-month>",+ -5.484796933490655),+ ("thursdayat <time-of-day>", -5.484796933490655),+ ("today/tomorrow/yesterday afternoon<hour-of-day> <integer> (as relative minutes)",+ -5.079331825382491),+ ("intersect<day-of-month> (non ordinal) <named-month>",+ -4.386184644822546),+ ("dayyear", -3.405355391810819),+ ("tuesdayafter <duration>", -5.484796933490655),+ ("tomorrow<time-of-day> o'clock", -5.484796933490655),+ ("<time-of-day> o'clocktomorrow", -4.791649752930709),+ ("<day-of-month> (non ordinal) <named-month>intersect",+ -5.484796933490655),+ ("thursdaybetween <time-of-day> and <time-of-day> (interval)",+ -5.484796933490655),+ ("thursdaybetween <datetime> and <datetime> (interval)",+ -5.484796933490655),+ ("<day-of-month>(ordinal) <named-month>year",+ -5.484796933490655),+ ("<day-of-month> (ordinal)tuesday", -5.484796933490655),+ ("hourminute", -4.791649752930709),+ ("thursdayhh:mm", -5.484796933490655),+ ("this <cycle>wednesday", -5.484796933490655),+ ("absorption of , after named day<named-month> <day-of-month> (non ordinal)",+ -5.484796933490655),+ ("<day-of-month> (non ordinal) <named-month><time> <part-of-day>",+ -5.079331825382491),+ ("on <date><day-of-month> (non ordinal) <named-month>",+ -5.484796933490655),+ ("Aprilabout <time-of-day>", -5.484796933490655),+ ("thursdayfrom <datetime> - <datetime> (interval)",+ -5.484796933490655),+ ("<day-of-month> (ordinal)February", -5.484796933490655),+ ("thursdayfrom <time-of-day> - <time-of-day> (interval)",+ -4.791649752930709),+ ("absorption of , after named day<day-of-month> (non ordinal) <named-month>",+ -4.5685062016165),+ ("today/tomorrow/yesterday evening<time-of-day> o'clock",+ -5.484796933490655),+ ("fridayintersect", -4.791649752930709),+ ("on <date><time-of-day> - <time-of-day> (interval)",+ -5.484796933490655),+ ("on <date><datetime> - <datetime> (interval)",+ -5.484796933490655),+ ("this <cycle>monday", -5.484796933490655),+ ("April<time-of-day> o'clock", -5.484796933490655),+ ("next <cycle>wednesday", -5.484796933490655),+ ("hh:mmintersect", -5.079331825382491),+ ("thursday<datetime> - <datetime> (interval)",+ -5.079331825382491),+ ("<day-of-month> (ordinal)July", -5.484796933490655),+ ("thursday<time-of-day> - <time-of-day> (interval)",+ -5.079331825382491),+ ("yearmonth", -5.484796933490655),+ ("at <time-of-day>intersect", -5.079331825382491),+ ("on <date>from <time-of-day> - <time-of-day> (interval)",+ -5.079331825382491),+ ("<time> <part-of-day>from <time-of-day> - <time-of-day> (interval)",+ -5.484796933490655),+ ("dayminute", -2.7767467323884447),+ ("<time> <part-of-day>from <datetime> - <datetime> (interval)",+ -5.484796933490655),+ ("intersectyear", -4.791649752930709),+ ("<time-of-day> am|pmsaturday", -5.484796933490655),+ ("<ordinal> <cycle> of <time>year", -5.484796933490655),+ ("minuteday", -3.2875723561544357),+ ("absorption of , after named dayintersect",+ -5.484796933490655),+ ("Julyyear", -5.484796933490655),+ ("year<time-of-day> o'clock", -5.484796933490655),+ ("Octoberyear", -4.386184644822546),+ ("hh:mmon <date>", -5.079331825382491),+ ("today/tomorrow/yesterday afternoonat <time-of-day>",+ -5.484796933490655),+ ("dd/mmyear", -5.484796933490655),+ ("tuesdayin <duration>", -5.484796933490655),+ ("Septemberyear", -5.079331825382491),+ ("at <time-of-day>on <date>", -5.079331825382491),+ ("absorption of , after named daydd/mm", -5.079331825382491),+ ("intersectintersect", -5.484796933490655),+ ("hh:mmon a named-day", -5.484796933490655),+ ("weekday", -4.098502572370764),+ ("dayweek", -4.791649752930709),+ ("weekyear", -5.079331825382491),+ ("on <date>February", -5.484796933490655),+ ("Kerstmisyear", -5.484796933490655),+ ("<month> dd-dd (interval)year", -5.484796933490655),+ ("tomorrowat <time-of-day>", -5.079331825382491),+ ("next <cycle>tuesday", -5.484796933490655),+ ("monday<day-of-month> (non ordinal) <named-month>",+ -5.484796933490655),+ ("at <time-of-day>tomorrow", -5.484796933490655),+ ("monday<named-month> <day-of-month> (non ordinal)",+ -5.484796933490655),+ ("<day-of-month> (non ordinal) <named-month>about <time-of-day>",+ -5.484796933490655),+ ("on a named-day<time-of-day> - <time-of-day> (interval)",+ -5.484796933490655),+ ("today/tomorrow/yesterday eveningat <time-of-day>",+ -5.079331825382491),+ ("last <cycle> of <time>year", -5.079331825382491),+ ("on a named-day<datetime> - <datetime> (interval)",+ -5.484796933490655),+ ("<day-of-month> (non ordinal) <named-month>year",+ -4.5685062016165),+ ("April<time> <part-of-day>", -5.079331825382491)],+ n = 169},+ koData =+ ClassData{prior = -1.3518081850487211, unseen = -5.572154032177765,+ likelihoods =+ HashMap.fromList+ [("<named-month> <day-of-month> (non ordinal)July",+ -4.875197323201151),+ ("dayhour", -3.488902962081261),+ ("on a named-dayafter <time-of-day>", -4.875197323201151),+ ("July<day-of-month> (non ordinal) <named-month>",+ -4.875197323201151),+ ("daymonth", -3.9589065913269965),+ ("monthday", -4.4697322150929875),+ ("monthyear", -3.776585034533042),+ ("yearhour", -4.875197323201151),+ ("intersect<time-of-day> o'clock", -4.875197323201151),+ ("on a named-dayfrom <time-of-day> - <time-of-day> (interval)",+ -4.4697322150929875),+ ("<day-of-month> (ordinal)wednesday", -4.4697322150929875),+ ("Julyintersect", -4.875197323201151),+ ("thursdayafter <time-of-day>", -4.875197323201151),+ ("intersect<time> <part-of-day>", -4.875197323201151),+ ("Marchyear", -4.875197323201151),+ ("<day-of-month> (ordinal)year", -4.875197323201151),+ ("on a named-dayat <time-of-day>", -4.875197323201151),+ ("on a named-daybetween <datetime> and <datetime> (interval)",+ -4.875197323201151),+ ("tuesdayafter <time-of-day>", -4.875197323201151),+ ("on a named-daybetween <time-of-day> and <time-of-day> (interval)",+ -4.875197323201151),+ ("monthhour", -3.9589065913269965),+ ("on <date>between <datetime> and <datetime> (interval)",+ -4.875197323201151),+ ("todayat <time-of-day>", -4.875197323201151),+ ("on <date>between <time-of-day> and <time-of-day> (interval)",+ -4.875197323201151),+ ("on <date>at <time-of-day>", -4.875197323201151),+ ("on <date>about <time-of-day>", -4.875197323201151),+ ("dayday", -3.776585034533042),+ ("hourhour", -4.182050142641207),+ ("thursdayat <time-of-day>", -4.875197323201151),+ ("dayyear", -4.182050142641207),+ ("thursdaybetween <time-of-day> and <time-of-day> (interval)",+ -4.875197323201151),+ ("thursdaybetween <datetime> and <datetime> (interval)",+ -4.875197323201151),+ ("<day-of-month> (ordinal)tuesday", -4.4697322150929875),+ ("thursdayhh:mm", -4.4697322150929875),+ ("Aprilabout <time-of-day>", -4.875197323201151),+ ("thursdayfrom <datetime> - <datetime> (interval)",+ -4.875197323201151),+ ("Aprilyear", -4.875197323201151),+ ("thursdayfrom <time-of-day> - <time-of-day> (interval)",+ -4.182050142641207),+ ("mondayFebruary", -4.875197323201151),+ ("on <date><time-of-day> - <time-of-day> (interval)",+ -4.875197323201151),+ ("yearuntil <time-of-day>", -4.4697322150929875),+ ("thursday<time-of-day> - <time-of-day> (interval)",+ -4.4697322150929875),+ ("<named-month> <day-of-month> (non ordinal)August",+ -4.875197323201151),+ ("August<day-of-month> (non ordinal) <named-month>",+ -4.875197323201151),+ ("on <date>from <time-of-day> - <time-of-day> (interval)",+ -4.4697322150929875),+ ("dayminute", -2.3902906734131513),+ ("thursday<part-of-day> of <time>", -4.875197323201151),+ ("Julyyear", -4.4697322150929875),+ ("Octoberyear", -4.875197323201151),+ ("today/tomorrow/yesterday afternoonat <time-of-day>",+ -4.4697322150929875),+ ("year<time> <part-of-day>", -4.875197323201151),+ ("today/tomorrow/yesterday afternoon<time-of-day> o'clock",+ -4.875197323201151),+ ("yearday", -4.4697322150929875),+ ("absorption of , after named dayFebruary", -4.875197323201151),+ ("<day-of-month> (non ordinal) <named-month>about <time-of-day>",+ -4.875197323201151),+ ("after <time-of-day>year", -4.875197323201151),+ ("on a named-day<time-of-day> - <time-of-day> (interval)",+ -4.875197323201151),+ ("on <date>after <time-of-day>", -4.875197323201151),+ ("<day-of-month> (non ordinal) <named-month>year",+ -4.875197323201151)],+ n = 59}}),+ ("<ordinal> <cycle> of <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.4849066497880004,+ likelihoods =+ HashMap.fromList+ [("daymonth", -1.7047480922384253),+ ("ordinals (first..19th)week (grain)intersect",+ -1.7047480922384253),+ ("weekmonth", -1.2992829841302609),+ ("ordinals (first..19th)day (grain)October",+ -1.7047480922384253),+ ("ordinals (first..19th)week (grain)October",+ -1.7047480922384253)],+ n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("year (grain)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.5649493574615367,+ likelihoods = HashMap.fromList [("", 0.0)], n = 11},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("from <datetime> - <datetime> (interval)",+ Classifier{okData =+ ClassData{prior = -0.40546510810816444,+ unseen = -2.995732273553991,+ likelihoods =+ HashMap.fromList+ [("dd/mm/yyyydd/mm", -2.2512917986064953),+ ("minuteminute", -2.2512917986064953),+ ("time-of-day (latent)time-of-day (latent)",+ -2.2512917986064953),+ ("hh:mmhh:mm", -2.2512917986064953),+ ("dayday", -1.845826690498331),+ ("dd/mm/yyyydd/mm/yyyy", -2.2512917986064953),+ ("hourhour", -2.2512917986064953)],+ n = 4},+ koData =+ ClassData{prior = -1.0986122886681098, unseen = -2.772588722239781,+ likelihoods =+ HashMap.fromList+ [("dayhour", -2.0149030205422647),+ ("hh:mmtime-of-day (latent)", -2.0149030205422647),+ ("minutehour", -2.0149030205422647),+ ("dd/mm/yyyytime-of-day (latent)", -2.0149030205422647)],+ n = 2}}),+ ("after tomorrow",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("next <cycle>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.295836866004329,+ likelihoods =+ HashMap.fromList+ [("week", -1.466337068793427),+ ("month (grain)", -2.5649493574615367),+ ("year (grain)", -2.159484249353372),+ ("week (grain)", -1.466337068793427),+ ("quarter", -2.5649493574615367), ("year", -2.159484249353372),+ ("month", -2.5649493574615367),+ ("quarter (grain)", -2.5649493574615367)],+ n = 9},+ koData =+ ClassData{prior = -infinity, unseen = -2.1972245773362196,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("from <time-of-day> - <time-of-day> (interval)",+ Classifier{okData =+ ClassData{prior = -0.5596157879354228, unseen = -2.70805020110221,+ likelihoods =+ HashMap.fromList+ [("minuteminute", -1.252762968495368),+ ("time-of-day (latent)time-of-day (latent)",+ -1.9459101490553135),+ ("hh:mmhh:mm", -1.252762968495368),+ ("hourhour", -1.9459101490553135)],+ n = 4},+ koData =+ ClassData{prior = -0.8472978603872037,+ unseen = -2.5649493574615367,+ likelihoods =+ HashMap.fromList+ [("hh:mmtime-of-day (latent)", -1.0986122886681098),+ ("minutehour", -1.0986122886681098)],+ n = 3}}),+ ("yyyy-mm-dd",+ Classifier{okData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0},+ koData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),+ ("year (latent)",+ Classifier{okData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0},+ koData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],+ n = 1}}),+ ("couple",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("dd/mm/yyyy",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.3025850929940455,+ likelihoods = HashMap.fromList [("", 0.0)], n = 8},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("yesterday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<ordinal> quarter <year>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("quarteryear", -0.6931471805599453),+ ("ordinal (digits)quarter (grain)year", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("today/tomorrow/yesterday morning",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("after lunch",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("monday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.70805020110221,+ likelihoods = HashMap.fromList [("", 0.0)], n = 13},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("quarter to|till|before <integer> (hour-of-day)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("time-of-day (latent)", -0.6931471805599453),+ ("hour", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Allerheiligen",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("nth <time> of <time>",+ Classifier{okData =+ ClassData{prior = -0.5596157879354228, unseen = -2.70805020110221,+ likelihoods =+ HashMap.fromList+ [("daymonth", -1.0296194171811581),+ ("ordinals (first..19th)tuesdayOctober", -1.9459101490553135),+ ("ordinals (first..19th)wednesdayintersect",+ -1.540445040947149),+ ("ordinals (first..19th)tuesdayintersect",+ -1.9459101490553135)],+ n = 4},+ koData =+ ClassData{prior = -0.8472978603872037,+ unseen = -2.5649493574615367,+ likelihoods =+ HashMap.fromList+ [("daymonth", -1.0986122886681098),+ ("ordinals (first..19th)wednesdayOctober", -1.3862943611198906),+ ("ordinals (first..19th)tuesdaySeptember", -1.791759469228055)],+ n = 3}}),+ ("the <day-of-month> (non ordinal)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],+ n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("April",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("today/tomorrow/yesterday evening",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [("", 0.0)], n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("week (grain)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.2188758248682006,+ likelihoods = HashMap.fromList [("", 0.0)], n = 23},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<part-of-day> of <time>",+ Classifier{okData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0},+ koData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("hourhour", -0.6931471805599453),+ ("morningtime-of-day (latent)", -0.6931471805599453)],+ n = 1}}),+ ("Vaderdag",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("now",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("number,number uur",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("this <part-of-day>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods =+ HashMap.fromList+ [("afternoon", -1.252762968495368),+ ("hour", -0.8472978603872037), ("evening", -1.252762968495368)],+ n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<day-of-month>(ordinal) <named-month>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)July", -1.252762968495368),+ ("ordinal (digits)February", -1.252762968495368),+ ("month", -0.8472978603872037)],+ n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("numbers prefix with -, negative or minus",+ Classifier{okData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0},+ koData =+ ClassData{prior = 0.0, unseen = -3.1354942159291497,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)", -9.53101798043249e-2),+ ("fractional number", -2.3978952727983707)],+ n = 20}}),+ ("Nieuwjaarsdag",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("tomorrow",+ Classifier{okData =+ ClassData{prior = -0.2876820724517809,+ unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6},+ koData =+ ClassData{prior = -1.3862943611198906,+ unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),+ ("friday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.3025850929940455,+ likelihoods = HashMap.fromList [("", 0.0)], n = 8},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("half to|till|before <integer> (hour-of-day)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.5649493574615367,+ likelihoods =+ HashMap.fromList+ [("time-of-day (latent)", -0.6931471805599453),+ ("hour", -0.6931471805599453)],+ n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("half an hour",+ Classifier{okData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0},+ koData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),+ ("fractional number",+ Classifier{okData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0},+ koData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6}}),+ ("afternoon",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.5649493574615367,+ likelihoods = HashMap.fromList [("", 0.0)], n = 11},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("February",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.5649493574615367,+ likelihoods = HashMap.fromList [("", 0.0)], n = 11},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("this <cycle>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.1354942159291497,+ likelihoods =+ HashMap.fromList+ [("week", -1.4816045409242156),+ ("year (grain)", -2.3978952727983707),+ ("week (grain)", -1.4816045409242156),+ ("day", -2.3978952727983707), ("quarter", -2.3978952727983707),+ ("year", -2.3978952727983707),+ ("quarter (grain)", -2.3978952727983707),+ ("day (grain)", -2.3978952727983707)],+ n = 7},+ koData =+ ClassData{prior = -infinity, unseen = -2.1972245773362196,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("minute (grain)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.639057329615259,+ likelihoods = HashMap.fromList [("", 0.0)], n = 12},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("night",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("sunday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.1972245773362196,+ likelihoods = HashMap.fromList [("", 0.0)], n = 7},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("about <time-of-day>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.58351893845611,+ likelihoods =+ HashMap.fromList+ [("<time-of-day> o'clock", -1.4759065198095778),+ ("time-of-day (latent)", -1.4759065198095778),+ ("quarter after|past <integer> (hour-of-day)",+ -2.8622008809294686),+ ("hour", -0.8472978603872037), ("minute", -2.8622008809294686)],+ n = 15},+ koData =+ ClassData{prior = -infinity, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("time-of-day (latent)",+ Classifier{okData =+ ClassData{prior = -0.3925617032722565, unseen = -4.02535169073515,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)", -0.24613306953890846),+ ("integer (0..19)", -1.6094379124341003)],+ n = 52},+ koData =+ ClassData{prior = -1.1249295969854831, unseen = -3.367295829986474,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)", -0.2411620568168881),+ ("integer (0..19)", -1.9459101490553135),+ ("couple", -2.639057329615259)],+ n = 25}}),+ ("year",+ Classifier{okData =+ ClassData{prior = -0.19105523676270922,+ unseen = -3.044522437723423,+ likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],+ n = 19},+ koData =+ ClassData{prior = -1.749199854809259, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],+ n = 4}}),+ ("last <day-of-week> of <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.3978952727983707,+ likelihoods =+ HashMap.fromList+ [("daymonth", -0.916290731874155),+ ("sundayMarch", -1.6094379124341003),+ ("mondayMarch", -1.6094379124341003),+ ("sundayintersect", -1.6094379124341003)],+ n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<integer> <unit-of-duration>",+ Classifier{okData =+ ClassData{prior = -1.207415148516909, unseen = -4.406719247264253,+ likelihoods =+ HashMap.fromList+ [("week", -2.315007612992603),+ ("integer (0..19)year (grain)", -3.295836866004329),+ ("integer (numeric)day (grain)", -2.7850112422383386),+ ("couplehour (grain)", -3.7013019741124937),+ ("integer (0..19)second (grain) ", -3.7013019741124937),+ ("integer (0..19)hour (grain)", -3.0081547935525483),+ ("second", -3.7013019741124937),+ ("integer (numeric)year (grain)", -3.7013019741124937),+ ("day", -2.7850112422383386), ("year", -3.0081547935525483),+ ("integer (numeric)week (grain)", -3.295836866004329),+ ("integer (0..19)month (grain)", -3.7013019741124937),+ ("hour", -2.6026896854443837), ("month", -3.7013019741124937),+ ("integer (numeric)minute (grain)", -2.4485390056171257),+ ("integer (0..19)minute (grain)", -3.295836866004329),+ ("minute", -2.1972245773362196),+ ("integer (numeric)hour (grain)", -3.7013019741124937),+ ("integer (0..19)week (grain)", -2.6026896854443837)],+ n = 29},+ koData =+ ClassData{prior = -0.3552032733272762, unseen = -5.075173815233827,+ likelihoods =+ HashMap.fromList+ [("week", -3.6826098411003407),+ ("integer (0..19)year (grain)", -3.970291913552122),+ ("integer (numeric)day (grain)", -3.6826098411003407),+ ("integer (0..19)second (grain) ", -4.375757021660286),+ ("integer (0..19)hour (grain)", -2.871679624884012),+ ("second", -3.6826098411003407),+ ("integer (numeric)second (grain) ", -3.970291913552122),+ ("integer (numeric)year (grain)", -3.970291913552122),+ ("day", -3.2771447329921766), ("year", -3.459466289786131),+ ("integer (numeric)week (grain)", -3.970291913552122),+ ("integer (0..19)month (grain)", -3.970291913552122),+ ("hour", -1.2402628057311365), ("month", -3.459466289786131),+ ("integer (numeric)minute (grain)", -3.970291913552122),+ ("integer (0..19)minute (grain)", -3.970291913552122),+ ("integer (numeric)month (grain)", -3.970291913552122),+ ("minute", -3.459466289786131),+ ("coupleday (grain)", -4.375757021660286),+ ("integer (numeric)hour (grain)", -1.4313180424938456),+ ("integer (0..19)day (grain)", -4.375757021660286),+ ("integer (0..19)week (grain)", -4.375757021660286)],+ n = 68}}),+ ("ordinals (first..19th)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.3978952727983707,+ likelihoods = HashMap.fromList [("", 0.0)], n = 9},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<time-of-day> am|pm",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.4849066497880004,+ likelihoods =+ HashMap.fromList+ [("time-of-day (latent)", -1.7047480922384253),+ ("hh:mm", -1.7047480922384253),+ ("until <time-of-day>", -1.7047480922384253),+ ("hour", -1.2992829841302609), ("minute", -1.7047480922384253)],+ n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<duration> after <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("yearday", -0.6931471805599453),+ ("<integer> <unit-of-duration>Kerstmis", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("today/tomorrow/yesterday afternoon",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.0794415416798357,+ likelihoods = HashMap.fromList [("", 0.0)], n = 6},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("hh:mm",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.6888794541139363,+ likelihoods = HashMap.fromList [("", 0.0)], n = 38},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("quarter after|past <integer> (hour-of-day)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.3025850929940455,+ likelihoods =+ HashMap.fromList+ [("<time-of-day> o'clock", -1.5040773967762742),+ ("time-of-day (latent)", -1.0986122886681098),+ ("hour", -0.8109302162163288)],+ n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<duration> before <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.1972245773362196,+ likelihoods =+ HashMap.fromList+ [("minuteminute", -1.3862943611198906),+ ("<integer> <unit-of-duration>time-of-day (latent)",+ -1.3862943611198906),+ ("minutehour", -1.3862943611198906),+ ("<integer> <unit-of-duration>half to|till|before <integer> (hour-of-day)",+ -1.3862943611198906)],+ n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("quarter of an hour",+ Classifier{okData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0},+ koData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),+ ("intersect by ','",+ Classifier{okData =+ ClassData{prior = -8.701137698962981e-2,+ unseen = -3.5553480614894135,+ likelihoods =+ HashMap.fromList+ [("wednesday<day-of-month> (non ordinal) <named-month>",+ -2.833213344056216),+ ("friday<day-of-month> (non ordinal) <named-month>",+ -2.833213344056216),+ ("dayday", -1.128465251817791), ("dayyear", -2.833213344056216),+ ("fridaydd/mm", -2.4277482359480516),+ ("fridaydd/mm/yyyy", -2.4277482359480516),+ ("fridayintersect", -2.833213344056216),+ ("sunday<named-month> <day-of-month> (non ordinal)",+ -2.833213344056216),+ ("monday<day-of-month> (non ordinal) <named-month>",+ -2.4277482359480516),+ ("<named-month> <day-of-month> (non ordinal)year",+ -2.833213344056216)],+ n = 11},+ koData =+ ClassData{prior = -2.4849066497880004, unseen = -2.70805020110221,+ likelihoods =+ HashMap.fromList+ [("daymonth", -1.9459101490553135),+ ("sundayFebruary", -1.9459101490553135)],+ n = 1}}),+ ("second (grain) ",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("last <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.3025850929940455,+ likelihoods =+ HashMap.fromList+ [("day", -0.8109302162163288), ("sunday", -1.5040773967762742),+ ("tuesday", -1.0986122886681098)],+ n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("EOM|End of month",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("March",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.1972245773362196,+ likelihoods = HashMap.fromList [("", 0.0)], n = 7},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<day-of-month> (ordinal)",+ Classifier{okData =+ ClassData{prior = -1.2809338454620642,+ unseen = -2.0794415416798357,+ likelihoods =+ HashMap.fromList+ [("ordinals (first..19th)", -0.8472978603872037),+ ("ordinal (digits)", -0.5596157879354228)],+ n = 5},+ koData =+ ClassData{prior = -0.325422400434628, unseen = -2.772588722239781,+ likelihoods =+ HashMap.fromList+ [("ordinals (first..19th)", -0.6286086594223742),+ ("ordinal (digits)", -0.7621400520468967)],+ n = 13}}),+ ("Valentijnsdag",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("until <time-of-day>",+ Classifier{okData =+ ClassData{prior = -0.40546510810816444,+ unseen = -3.7376696182833684,+ likelihoods =+ HashMap.fromList+ [("<time> <part-of-day>", -2.327277705584417),+ ("<time-of-day> o'clock", -2.1041341542702074),+ ("time-of-day (latent)", -1.9218125974762528),+ ("<time-of-day> am|pm", -3.0204248861443626),+ ("EOM|End of month", -3.0204248861443626),+ ("hour", -1.074514737089049), ("month", -3.0204248861443626)],+ n = 14},+ koData =+ ClassData{prior = -1.0986122886681098, unseen = -3.332204510175204,+ likelihoods =+ HashMap.fromList+ [("dd/mm", -2.6026896854443837),+ ("dd/mm/yyyy", -2.6026896854443837),+ ("half to|till|before <integer> (hour-of-day)",+ -2.1972245773362196),+ ("day", -2.1972245773362196), ("hh:mm", -1.9095425048844386),+ ("minute", -1.5040773967762742)],+ n = 7}}),+ ("after <duration>",+ Classifier{okData =+ ClassData{prior = -0.10536051565782628,+ unseen = -3.258096538021482,+ likelihoods =+ HashMap.fromList+ [("week", -2.120263536200091), ("second", -2.5257286443082556),+ ("day", -2.5257286443082556),+ ("<integer> <unit-of-duration>", -1.0216512475319814),+ ("hour", -1.8325814637483102), ("minute", -2.120263536200091),+ ("<integer> kwartier", -2.5257286443082556)],+ n = 9},+ koData =+ ClassData{prior = -2.3025850929940455,+ unseen = -2.3025850929940455,+ likelihoods =+ HashMap.fromList+ [("<integer> <unit-of-duration>", -1.5040773967762742),+ ("hour", -1.5040773967762742)],+ n = 1}}),+ ("evening",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [("", 0.0)], n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("decimal number",+ Classifier{okData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0},+ koData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),+ ("<time-of-day> until",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("<time-of-day> o'clock", -0.6931471805599453),+ ("hour", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("next <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.639057329615259,+ likelihoods =+ HashMap.fromList+ [("wednesday", -1.8718021769015913),+ ("monday", -1.466337068793427), ("day", -1.1786549963416462),+ ("hour", -1.8718021769015913),+ ("week-end", -1.8718021769015913)],+ n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("last <cycle>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.70805020110221,+ likelihoods =+ HashMap.fromList+ [("week", -1.540445040947149),+ ("month (grain)", -1.9459101490553135),+ ("year (grain)", -1.9459101490553135),+ ("week (grain)", -1.540445040947149),+ ("year", -1.9459101490553135), ("month", -1.9459101490553135)],+ n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Sinterklaas",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("next n <cycle>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.828641396489095,+ likelihoods =+ HashMap.fromList+ [("week", -3.1135153092103742),+ ("integer (0..19)year (grain)", -3.1135153092103742),+ ("integer (numeric)day (grain)", -3.1135153092103742),+ ("integer (0..19)second (grain) ", -3.1135153092103742),+ ("second", -3.1135153092103742),+ ("integer (numeric)year (grain)", -3.1135153092103742),+ ("day", -2.4203681286504293), ("year", -2.70805020110221),+ ("integer (numeric)week (grain)", -3.1135153092103742),+ ("integer (0..19)month (grain)", -3.1135153092103742),+ ("hour", -2.70805020110221), ("month", -2.70805020110221),+ ("integer (numeric)minute (grain)", -3.1135153092103742),+ ("integer (0..19)minute (grain)", -3.1135153092103742),+ ("integer (numeric)month (grain)", -3.1135153092103742),+ ("minute", -2.70805020110221),+ ("coupleday (grain)", -3.1135153092103742),+ ("integer (numeric)hour (grain)", -2.70805020110221),+ ("integer (0..19)day (grain)", -3.1135153092103742)],+ n = 13},+ koData =+ ClassData{prior = -infinity, unseen = -2.995732273553991,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("tuesday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.4849066497880004,+ likelihoods = HashMap.fromList [("", 0.0)], n = 10},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("about|exactly <duration>",+ Classifier{okData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0},+ koData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("<integer> <unit-of-duration>", -0.6931471805599453),+ ("hour", -0.6931471805599453)],+ n = 1}}),+ ("Koningsdag",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("by the end of <time>",+ Classifier{okData =+ ClassData{prior = -infinity, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [], n = 0},+ koData =+ ClassData{prior = 0.0, unseen = -2.890371757896165,+ likelihoods =+ HashMap.fromList+ [("half to|till|before <integer> (hour-of-day)",+ -1.7346010553881064),+ ("time-of-day (latent)", -1.4469189829363254),+ ("hh:mm", -2.1400661634962708), ("hour", -1.4469189829363254),+ ("minute", -1.4469189829363254)],+ n = 6}}),+ ("in <duration>",+ Classifier{okData =+ ClassData{prior = -4.652001563489282e-2,+ unseen = -3.970291913552122,+ likelihoods =+ HashMap.fromList+ [("week", -2.5649493574615367), ("second", -3.258096538021482),+ ("number,number uur", -3.258096538021482),+ ("day", -2.8526314299133175), ("year", -3.258096538021482),+ ("<integer> <unit-of-duration>", -1.006804739414987),+ ("hour", -2.159484249353372),+ ("<integer> and an half hour", -3.258096538021482),+ ("minute", -1.6486586255873816),+ ("<integer> kwartier", -3.258096538021482)],+ n = 21},+ koData =+ ClassData{prior = -3.0910424533583156,+ unseen = -2.5649493574615367,+ likelihoods =+ HashMap.fromList+ [("<integer> <unit-of-duration>", -1.791759469228055),+ ("hour", -1.791759469228055)],+ n = 1}}),+ ("<datetime> - <datetime> (interval)",+ Classifier{okData =+ ClassData{prior = -0.2076393647782445,+ unseen = -3.6375861597263857,+ likelihoods =+ HashMap.fromList+ [("intersecthh:mm", -2.001480000210124),+ ("on <date>hh:mm", -2.917770732084279),+ ("at <time-of-day>hh:mm", -2.917770732084279),+ ("minuteminute", -1.213022639845854),+ ("hh:mmhh:mm", -2.001480000210124),+ ("dayday", -2.2246235515243336),+ ("<named-month> <day-of-month> (non ordinal)<named-month> <day-of-month> (non ordinal)",+ -2.512305623976115),+ ("dd/mmdd/mm", -2.917770732084279)],+ n = 13},+ koData =+ ClassData{prior = -1.6739764335716716, unseen = -2.890371757896165,+ likelihoods =+ HashMap.fromList+ [("<named-month> <day-of-month> (non ordinal)July",+ -2.1400661634962708),+ ("daymonth", -1.7346010553881064),+ ("minuteminute", -2.1400661634962708),+ ("hh:mmhh:mm", -2.1400661634962708),+ ("<named-month> <day-of-month> (non ordinal)August",+ -2.1400661634962708)],+ n = 3}}),+ ("<integer> and an half hour",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("integer (0..19)", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("relative minutes to|till|before|after <integer> (time-of-day)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.4849066497880004,+ likelihoods =+ HashMap.fromList+ [("hour", -1.2992829841302609),+ ("integer (numeric)half to|till|before <integer> (hour-of-day)",+ -1.7047480922384253),+ ("integer (numeric)time-of-day (latent)", -1.7047480922384253),+ ("integer (20..90)time-of-day (latent)", -1.7047480922384253),+ ("minute", -1.7047480922384253)],+ n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<time-of-day> - <time-of-day> (interval)",+ Classifier{okData =+ ClassData{prior = -0.9808292530117262,+ unseen = -2.9444389791664407,+ likelihoods =+ HashMap.fromList+ [("at <time-of-day>hh:mm", -2.1972245773362196),+ ("minuteminute", -0.9444616088408514),+ ("hh:mmhh:mm", -1.0986122886681098)],+ n = 6},+ koData =+ ClassData{prior = -0.4700036292457356, unseen = -3.295836866004329,+ likelihoods =+ HashMap.fromList+ [("hh:mmtime-of-day (latent)", -1.1786549963416462),+ ("minuteminute", -2.159484249353372),+ ("hh:mmhh:mm", -2.159484249353372),+ ("minutehour", -1.0608719606852628),+ ("at <time-of-day>time-of-day (latent)", -2.5649493574615367)],+ n = 10}}),+ ("winter",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("last n <cycle>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.713572066704308,+ likelihoods =+ HashMap.fromList+ [("week", -2.5902671654458267),+ ("integer (0..19)year (grain)", -2.995732273553991),+ ("integer (numeric)day (grain)", -2.5902671654458267),+ ("second", -2.5902671654458267),+ ("integer (numeric)second (grain) ", -2.5902671654458267),+ ("integer (numeric)year (grain)", -2.995732273553991),+ ("day", -2.5902671654458267), ("year", -2.5902671654458267),+ ("integer (numeric)week (grain)", -2.995732273553991),+ ("integer (0..19)month (grain)", -2.995732273553991),+ ("month", -2.5902671654458267),+ ("integer (numeric)minute (grain)", -2.995732273553991),+ ("integer (0..19)minute (grain)", -2.995732273553991),+ ("integer (numeric)month (grain)", -2.995732273553991),+ ("minute", -2.5902671654458267),+ ("integer (0..19)week (grain)", -2.995732273553991)],+ n = 12},+ koData =+ ClassData{prior = -infinity, unseen = -2.833213344056216,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("nth <time> after <time>",+ Classifier{okData =+ ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,+ likelihoods =+ HashMap.fromList+ [("dayday", -0.916290731874155),+ ("ordinals (first..19th)tuesdayintersect", -0.916290731874155)],+ n = 1},+ koData =+ ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,+ likelihoods =+ HashMap.fromList+ [("dayday", -0.916290731874155),+ ("ordinals (first..19th)tuesdayKerstmis", -0.916290731874155)],+ n = 1}}),+ ("<named-month> <day-of-month> (non ordinal)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.1780538303479458,+ likelihoods =+ HashMap.fromList+ [("Augustinteger (numeric)", -1.749199854809259),+ ("Aprilinteger (numeric)", -2.4423470353692043),+ ("month", -0.832909122935104),+ ("Februaryinteger (numeric)", -1.749199854809259),+ ("Julyinteger (numeric)", -2.03688192726104)],+ n = 9},+ koData =+ ClassData{prior = -infinity, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<day-of-month> (non ordinal) <named-month>",+ Classifier{okData =+ ClassData{prior = -0.3448404862917295,+ unseen = -3.7612001156935624,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)September", -2.639057329615259),+ ("integer (numeric)April", -2.639057329615259),+ ("integer (numeric)August", -3.044522437723423),+ ("integer (numeric)February", -1.6582280766035324),+ ("month", -0.8472978603872037),+ ("integer (numeric)July", -2.639057329615259),+ ("integer (numeric)March", -2.3513752571634776)],+ n = 17},+ koData =+ ClassData{prior = -1.2321436812926323,+ unseen = -3.1354942159291497,+ likelihoods =+ HashMap.fromList+ [("integer (numeric)August", -2.3978952727983707),+ ("month", -1.0116009116784799),+ ("integer (numeric)October", -2.3978952727983707),+ ("integer (numeric)July", -1.2992829841302609)],+ n = 7}}),+ ("this|next <day-of-week>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.639057329615259,+ likelihoods =+ HashMap.fromList+ [("wednesday", -1.8718021769015913),+ ("monday", -0.9555114450274363), ("day", -0.7731898882334817)],+ n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<time-of-day> after",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("<time-of-day> o'clock", -0.6931471805599453),+ ("hour", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("ordinal (digits)",+ Classifier{okData =+ ClassData{prior = -0.8109302162163288, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -0.587786664902119, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [("", 0.0)], n = 5}}),+ ("quarter (grain)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("last <cycle> of <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.70805020110221,+ likelihoods =+ HashMap.fromList+ [("day (grain)October", -1.9459101490553135),+ ("daymonth", -1.540445040947149),+ ("day (grain)intersect", -1.9459101490553135),+ ("weekmonth", -1.540445040947149),+ ("week (grain)intersect", -1.9459101490553135),+ ("week (grain)September", -1.9459101490553135)],+ n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<day-of-month>(ordinal) <named-month> year",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("ordinal (digits)July", -0.6931471805599453),+ ("month", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("morning",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.5649493574615367,+ likelihoods = HashMap.fromList [("", 0.0)], n = 11},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("week-end",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Oudjaar",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("after <time-of-day>",+ Classifier{okData =+ ClassData{prior = -0.587786664902119, unseen = -2.995732273553991,+ likelihoods =+ HashMap.fromList+ [("at <time-of-day>", -1.845826690498331),+ ("<time-of-day> o'clock", -1.845826690498331),+ ("time-of-day (latent)", -2.2512917986064953),+ ("hour", -1.1526795099383855)],+ n = 5},+ koData =+ ClassData{prior = -0.8109302162163288, unseen = -2.890371757896165,+ likelihoods =+ HashMap.fromList+ [("Kerstmis", -1.7346010553881064),+ ("intersect", -2.1400661634962708),+ ("day", -1.4469189829363254), ("hh:mm", -2.1400661634962708),+ ("minute", -2.1400661634962708)],+ n = 4}}),+ ("day (grain)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.639057329615259,+ likelihoods = HashMap.fromList [("", 0.0)], n = 12},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("Moederdag",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<month> dd-dd (interval)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.639057329615259,+ likelihoods =+ HashMap.fromList+ [("October", -1.8718021769015913), ("July", -0.9555114450274363),+ ("month", -0.7731898882334817)],+ n = 5},+ koData =+ ClassData{prior = -infinity, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("summer",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<hour-of-day> <integer> (as relative minutes)",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.890371757896165,+ likelihoods =+ HashMap.fromList+ [("hour", -0.7537718023763802),+ ("at <time-of-day>integer (numeric)", -2.1400661634962708),+ ("<time-of-day> o'clockinteger (numeric)",+ -0.8873031950009028)],+ n = 7},+ koData =+ ClassData{prior = -infinity, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("<integer> kwartier",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("integer (0..19)", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("this <time>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -2.4849066497880004,+ likelihoods =+ HashMap.fromList+ [("day", -1.2992829841302609), ("hour", -1.7047480922384253),+ ("winter", -1.7047480922384253),+ ("week-end", -1.7047480922384253),+ ("summer", -1.7047480922384253)],+ n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("within <duration>",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods =+ HashMap.fromList+ [("week", -0.6931471805599453),+ ("<integer> <unit-of-duration>", -0.6931471805599453)],+ n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("before yesterday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("August",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}})]
+ Duckling/Ranking/Classifiers/NL_NL.hs view
@@ -0,0 +1,22 @@+-- Copyright (c) 2016-present, Facebook, Inc.+-- All rights reserved.+--+-- This source code is licensed under the BSD-style license found in the+-- LICENSE file in the root directory of this source tree. An additional grant+-- of patent rights can be found in the PATENTS file in the same directory.++-----------------------------------------------------------------+-- Auto-generated by regenClassifiers+--+-- DO NOT EDIT UNLESS YOU ARE SURE THAT YOU KNOW WHAT YOU ARE DOING+-- @generated+-----------------------------------------------------------------+{-# LANGUAGE OverloadedStrings #-}+module Duckling.Ranking.Classifiers.NL_NL (classifiers) where+import Data.String+import Prelude+import qualified Data.HashMap.Strict as HashMap+import Duckling.Ranking.Types++classifiers :: Classifiers+classifiers = HashMap.fromList []
Duckling/Ranking/Classifiers/ZH_CN.hs view
@@ -54,6 +54,20 @@ koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),+ ("\22269\38469\28040\36153\32773\26435\30410\26085",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("\24314\20891\33410",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}), ("today", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906,@@ -146,12 +160,20 @@ koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),+ ("\20803\26086",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}), ("intersect", Classifier{okData = ClassData{prior = -0.3519764231571781, unseen = -4.983606621708336, likelihoods = HashMap.fromList- [("children's day<part-of-day> <dim time>", -3.367295829986474),+ [("\20799\31461\33410<part-of-day> <dim time>",+ -3.367295829986474), ("year (numeric with year symbol)<named-month> <day-of-month>", -1.7578579175523736), ("dayday", -1.6094379124341003),@@ -169,7 +191,8 @@ ClassData{prior = -1.215022640512521, unseen = -4.276666119016055, likelihoods = HashMap.fromList- [("children's day<part-of-day> <dim time>", -2.065455299705096),+ [("\20799\31461\33410<part-of-day> <dim time>",+ -2.065455299705096), ("dayhour", -2.653241964607215), ("daymonth", -2.1832383353614793), ("year (numeric with year symbol)February", -3.164067588373206),@@ -254,8 +277,8 @@ likelihoods = HashMap.fromList [], n = 0}}), ("evening|night", Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),@@ -342,13 +365,6 @@ ClassData{prior = -0.5625269981428811, unseen = -3.9318256327243257, likelihoods = HashMap.fromList [("", 0.0)], n = 49}}),- ("valentine's day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}), ("year (numeric with year symbol)", Classifier{okData = ClassData{prior = 0.0, unseen = -2.772588722239781,@@ -364,6 +380,13 @@ koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),+ ("\24858\20154\33410",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}), ("numbers prefix with -, negative or minus", Classifier{okData = ClassData{prior = -infinity, unseen = -0.6931471805599453,@@ -393,6 +416,13 @@ koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),+ ("\28595\38376\22238\24402\32426\24565\26085",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}), ("next <day-of-week>", Classifier{okData = ClassData{prior = 0.0, unseen = -3.1780538303479458,@@ -474,17 +504,18 @@ likelihoods = HashMap.fromList [], n = 0}}), ("<dim time> <part-of-day>", Classifier{okData =- ClassData{prior = 0.0, unseen = -4.248495242049359,+ ClassData{prior = 0.0, unseen = -4.31748811353631, likelihoods = HashMap.fromList- [("dayhour", -0.7375989431307791),- ("national dayevening|night", -3.1354942159291497),- ("<named-month> <day-of-month>morning", -1.1895840668738362),- ("children's dayafternoon", -3.1354942159291497),- ("Mondaymorning", -2.03688192726104)],- n = 32},+ [("dayhour", -0.7487170317147561),+ ("national dayevening|night", -3.20545280453606),+ ("<named-month> <day-of-month>morning", -1.2595426554807467),+ ("\24773\20154\33410evening|night", -3.20545280453606),+ ("\20799\31461\33410afternoon", -3.20545280453606),+ ("Mondaymorning", -2.10684051586795)],+ n = 34}, koData =- ClassData{prior = -infinity, unseen = -1.791759469228055,+ ClassData{prior = -infinity, unseen = -1.9459101490553135, likelihoods = HashMap.fromList [], n = 0}}), ("<part-of-day> <dim time>", Classifier{okData =@@ -560,6 +591,13 @@ [("<integer> (latent time-of-day)", -0.916290731874155), ("hour", -0.916290731874155)], n = 3}}),+ ("number suffix: \19975",+ Classifier{okData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0},+ koData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1}}), ("relative minutes after|past <integer> (hour-of-day)", Classifier{okData = ClassData{prior = -0.6931471805599453,@@ -581,13 +619,6 @@ -1.3862943611198906), ("hour", -0.7801585575495751)], n = 10}}),- ("army's day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}), ("intersect by \",\"", Classifier{okData = ClassData{prior = -0.2231435513142097, unseen = -4.110873864173311,@@ -636,6 +667,13 @@ ("hour", -2.2617630984737906), ("month", -2.772588722239781), ("minute", -2.772588722239781)], n = 20}}),+ ("\22307\35806\33410",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}), ("last <time>", Classifier{okData = ClassData{prior = -1.2286654169163076,@@ -667,6 +705,13 @@ koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),+ ("\22919\22899\33410",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}), ("next <time>", Classifier{okData = ClassData{prior = -1.6486586255873816, unseen = -2.890371757896165,@@ -705,20 +750,6 @@ [("week", -0.8362480242006186), ("week (grain)", -0.8362480242006186)], n = 12}}),- ("christmas",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("new year's day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}), ("next n <cycle>", Classifier{okData = ClassData{prior = 0.0, unseen = -4.61512051684126,@@ -743,20 +774,27 @@ koData = ClassData{prior = -infinity, unseen = -2.833213344056216, likelihoods = HashMap.fromList [], n = 0}}),- ("Tuesday",+ ("\19975\22307\33410", Classifier{okData =- ClassData{prior = 0.0, unseen = -3.295836866004329,- likelihoods = HashMap.fromList [("", 0.0)], n = 25},+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),- ("children's day",+ ("\20799\31461\33410", Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [("", 0.0)], n = 5}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),+ ("Tuesday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.295836866004329,+ likelihoods = HashMap.fromList [("", 0.0)], n = 25},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}), ("<named-month> <day-of-month>", Classifier{okData = ClassData{prior = 0.0, unseen = -5.231108616854587,@@ -781,14 +819,20 @@ koData = ClassData{prior = -infinity, unseen = -2.3978952727983707, likelihoods = HashMap.fromList [], n = 0}}),+ ("\21171\21160\33410",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}), ("integer (0..10)", Classifier{okData =- ClassData{prior = -0.38372512147175847,- unseen = -5.236441962829949,+ ClassData{prior = -0.4090429294560484, unseen = -5.236441962829949, likelihoods = HashMap.fromList [("", 0.0)], n = 186}, koData =- ClassData{prior = -1.143563676530376, unseen = -4.48863636973214,- likelihoods = HashMap.fromList [("", 0.0)], n = 87}}),+ ClassData{prior = -1.0914948208992459, unseen = -4.564348191467836,+ likelihoods = HashMap.fromList [("", 0.0)], n = 94}}), ("last n <cycle>", Classifier{okData = ClassData{prior = 0.0, unseen = -4.605170185988091,@@ -871,24 +915,17 @@ koData = ClassData{prior = -2.772588722239781, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),- ("labor day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("women's day",+ ("<number>\20010/\20491", Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ ClassData{prior = 0.0, unseen = -3.4339872044851463,+ likelihoods = HashMap.fromList [("integer (0..10)", 0.0)], n = 29}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),- ("<number>\20010/\20491",+ ("\24773\20154\33410", Classifier{okData =- ClassData{prior = 0.0, unseen = -3.4339872044851463,- likelihoods = HashMap.fromList [("integer (0..10)", 0.0)], n = 29},+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [("", 0.0)], n = 5}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),
Duckling/Ranking/Classifiers/ZH_HK.hs view
@@ -54,6 +54,20 @@ koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),+ ("\22269\38469\28040\36153\32773\26435\30410\26085",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("\24314\20891\33410",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}), ("today", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906,@@ -146,12 +160,20 @@ koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),+ ("\20803\26086",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}), ("intersect", Classifier{okData = ClassData{prior = -0.3519764231571781, unseen = -4.983606621708336, likelihoods = HashMap.fromList- [("children's day<part-of-day> <dim time>", -3.367295829986474),+ [("\20799\31461\33410<part-of-day> <dim time>",+ -3.367295829986474), ("year (numeric with year symbol)<named-month> <day-of-month>", -1.7578579175523736), ("dayday", -1.6094379124341003),@@ -169,7 +191,8 @@ ClassData{prior = -1.215022640512521, unseen = -4.276666119016055, likelihoods = HashMap.fromList- [("children's day<part-of-day> <dim time>", -2.065455299705096),+ [("\20799\31461\33410<part-of-day> <dim time>",+ -2.065455299705096), ("dayhour", -2.653241964607215), ("daymonth", -2.1832383353614793), ("year (numeric with year symbol)February", -3.164067588373206),@@ -254,8 +277,8 @@ likelihoods = HashMap.fromList [], n = 0}}), ("evening|night", Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),@@ -342,13 +365,6 @@ ClassData{prior = -0.5625269981428811, unseen = -3.9318256327243257, likelihoods = HashMap.fromList [("", 0.0)], n = 49}}),- ("valentine's day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}), ("year (numeric with year symbol)", Classifier{okData = ClassData{prior = 0.0, unseen = -2.772588722239781,@@ -364,6 +380,13 @@ koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),+ ("\24858\20154\33410",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}), ("numbers prefix with -, negative or minus", Classifier{okData = ClassData{prior = -infinity, unseen = -0.6931471805599453,@@ -393,6 +416,13 @@ koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),+ ("\28595\38376\22238\24402\32426\24565\26085",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}), ("next <day-of-week>", Classifier{okData = ClassData{prior = 0.0, unseen = -3.1780538303479458,@@ -474,17 +504,18 @@ likelihoods = HashMap.fromList [], n = 0}}), ("<dim time> <part-of-day>", Classifier{okData =- ClassData{prior = 0.0, unseen = -4.248495242049359,+ ClassData{prior = 0.0, unseen = -4.31748811353631, likelihoods = HashMap.fromList- [("dayhour", -0.7375989431307791),- ("national dayevening|night", -3.1354942159291497),- ("<named-month> <day-of-month>morning", -1.1895840668738362),- ("children's dayafternoon", -3.1354942159291497),- ("Mondaymorning", -2.03688192726104)],- n = 32},+ [("dayhour", -0.7487170317147561),+ ("national dayevening|night", -3.20545280453606),+ ("<named-month> <day-of-month>morning", -1.2595426554807467),+ ("\24773\20154\33410evening|night", -3.20545280453606),+ ("\20799\31461\33410afternoon", -3.20545280453606),+ ("Mondaymorning", -2.10684051586795)],+ n = 34}, koData =- ClassData{prior = -infinity, unseen = -1.791759469228055,+ ClassData{prior = -infinity, unseen = -1.9459101490553135, likelihoods = HashMap.fromList [], n = 0}}), ("<part-of-day> <dim time>", Classifier{okData =@@ -560,6 +591,13 @@ [("<integer> (latent time-of-day)", -0.916290731874155), ("hour", -0.916290731874155)], n = 3}}),+ ("number suffix: \19975",+ Classifier{okData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0},+ koData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1}}), ("relative minutes after|past <integer> (hour-of-day)", Classifier{okData = ClassData{prior = -0.6931471805599453,@@ -581,13 +619,6 @@ -1.3862943611198906), ("hour", -0.7801585575495751)], n = 10}}),- ("army's day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}), ("intersect by \",\"", Classifier{okData = ClassData{prior = -0.2231435513142097, unseen = -4.110873864173311,@@ -636,6 +667,13 @@ ("hour", -2.2617630984737906), ("month", -2.772588722239781), ("minute", -2.772588722239781)], n = 20}}),+ ("\22307\35806\33410",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}), ("last <time>", Classifier{okData = ClassData{prior = -1.2286654169163076,@@ -667,6 +705,13 @@ koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),+ ("\22919\22899\33410",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}), ("next <time>", Classifier{okData = ClassData{prior = -1.6486586255873816, unseen = -2.890371757896165,@@ -705,20 +750,6 @@ [("week", -0.8362480242006186), ("week (grain)", -0.8362480242006186)], n = 12}}),- ("christmas",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("new year's day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}), ("next n <cycle>", Classifier{okData = ClassData{prior = 0.0, unseen = -4.61512051684126,@@ -743,20 +774,27 @@ koData = ClassData{prior = -infinity, unseen = -2.833213344056216, likelihoods = HashMap.fromList [], n = 0}}),- ("Tuesday",+ ("\19975\22307\33410", Classifier{okData =- ClassData{prior = 0.0, unseen = -3.295836866004329,- likelihoods = HashMap.fromList [("", 0.0)], n = 25},+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),- ("children's day",+ ("\20799\31461\33410", Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [("", 0.0)], n = 5}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),+ ("Tuesday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.295836866004329,+ likelihoods = HashMap.fromList [("", 0.0)], n = 25},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}), ("<named-month> <day-of-month>", Classifier{okData = ClassData{prior = 0.0, unseen = -5.231108616854587,@@ -781,14 +819,20 @@ koData = ClassData{prior = -infinity, unseen = -2.3978952727983707, likelihoods = HashMap.fromList [], n = 0}}),+ ("\21171\21160\33410",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}), ("integer (0..10)", Classifier{okData =- ClassData{prior = -0.38372512147175847,- unseen = -5.236441962829949,+ ClassData{prior = -0.4090429294560484, unseen = -5.236441962829949, likelihoods = HashMap.fromList [("", 0.0)], n = 186}, koData =- ClassData{prior = -1.143563676530376, unseen = -4.48863636973214,- likelihoods = HashMap.fromList [("", 0.0)], n = 87}}),+ ClassData{prior = -1.0914948208992459, unseen = -4.564348191467836,+ likelihoods = HashMap.fromList [("", 0.0)], n = 94}}), ("last n <cycle>", Classifier{okData = ClassData{prior = 0.0, unseen = -4.605170185988091,@@ -871,24 +915,17 @@ koData = ClassData{prior = -2.772588722239781, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),- ("labor day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("women's day",+ ("<number>\20010/\20491", Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ ClassData{prior = 0.0, unseen = -3.4339872044851463,+ likelihoods = HashMap.fromList [("integer (0..10)", 0.0)], n = 29}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),- ("<number>\20010/\20491",+ ("\24773\20154\33410", Classifier{okData =- ClassData{prior = 0.0, unseen = -3.4339872044851463,- likelihoods = HashMap.fromList [("integer (0..10)", 0.0)], n = 29},+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [("", 0.0)], n = 5}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),
Duckling/Ranking/Classifiers/ZH_MO.hs view
@@ -54,6 +54,20 @@ koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),+ ("\22269\38469\28040\36153\32773\26435\30410\26085",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("\24314\20891\33410",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}), ("today", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906,@@ -146,12 +160,20 @@ koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),+ ("\20803\26086",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}), ("intersect", Classifier{okData = ClassData{prior = -0.3519764231571781, unseen = -4.983606621708336, likelihoods = HashMap.fromList- [("children's day<part-of-day> <dim time>", -3.367295829986474),+ [("\20799\31461\33410<part-of-day> <dim time>",+ -3.367295829986474), ("year (numeric with year symbol)<named-month> <day-of-month>", -1.7578579175523736), ("dayday", -1.6094379124341003),@@ -169,7 +191,8 @@ ClassData{prior = -1.215022640512521, unseen = -4.276666119016055, likelihoods = HashMap.fromList- [("children's day<part-of-day> <dim time>", -2.065455299705096),+ [("\20799\31461\33410<part-of-day> <dim time>",+ -2.065455299705096), ("dayhour", -2.653241964607215), ("daymonth", -2.1832383353614793), ("year (numeric with year symbol)February", -3.164067588373206),@@ -254,8 +277,8 @@ likelihoods = HashMap.fromList [], n = 0}}), ("evening|night", Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),@@ -342,13 +365,6 @@ ClassData{prior = -0.5625269981428811, unseen = -3.9318256327243257, likelihoods = HashMap.fromList [("", 0.0)], n = 49}}),- ("valentine's day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}), ("year (numeric with year symbol)", Classifier{okData = ClassData{prior = 0.0, unseen = -2.772588722239781,@@ -364,6 +380,13 @@ koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),+ ("\24858\20154\33410",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}), ("numbers prefix with -, negative or minus", Classifier{okData = ClassData{prior = -infinity, unseen = -0.6931471805599453,@@ -393,6 +416,13 @@ koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),+ ("\28595\38376\22238\24402\32426\24565\26085",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}), ("next <day-of-week>", Classifier{okData = ClassData{prior = 0.0, unseen = -3.1780538303479458,@@ -474,17 +504,18 @@ likelihoods = HashMap.fromList [], n = 0}}), ("<dim time> <part-of-day>", Classifier{okData =- ClassData{prior = 0.0, unseen = -4.248495242049359,+ ClassData{prior = 0.0, unseen = -4.31748811353631, likelihoods = HashMap.fromList- [("dayhour", -0.7375989431307791),- ("national dayevening|night", -3.1354942159291497),- ("<named-month> <day-of-month>morning", -1.1895840668738362),- ("children's dayafternoon", -3.1354942159291497),- ("Mondaymorning", -2.03688192726104)],- n = 32},+ [("dayhour", -0.7487170317147561),+ ("national dayevening|night", -3.20545280453606),+ ("<named-month> <day-of-month>morning", -1.2595426554807467),+ ("\24773\20154\33410evening|night", -3.20545280453606),+ ("\20799\31461\33410afternoon", -3.20545280453606),+ ("Mondaymorning", -2.10684051586795)],+ n = 34}, koData =- ClassData{prior = -infinity, unseen = -1.791759469228055,+ ClassData{prior = -infinity, unseen = -1.9459101490553135, likelihoods = HashMap.fromList [], n = 0}}), ("<part-of-day> <dim time>", Classifier{okData =@@ -560,6 +591,13 @@ [("<integer> (latent time-of-day)", -0.916290731874155), ("hour", -0.916290731874155)], n = 3}}),+ ("number suffix: \19975",+ Classifier{okData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0},+ koData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1}}), ("relative minutes after|past <integer> (hour-of-day)", Classifier{okData = ClassData{prior = -0.6931471805599453,@@ -581,13 +619,6 @@ -1.3862943611198906), ("hour", -0.7801585575495751)], n = 10}}),- ("army's day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}), ("intersect by \",\"", Classifier{okData = ClassData{prior = -0.2231435513142097, unseen = -4.110873864173311,@@ -636,6 +667,13 @@ ("hour", -2.2617630984737906), ("month", -2.772588722239781), ("minute", -2.772588722239781)], n = 20}}),+ ("\22307\35806\33410",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}), ("last <time>", Classifier{okData = ClassData{prior = -1.2286654169163076,@@ -667,6 +705,13 @@ koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),+ ("\22919\22899\33410",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}), ("next <time>", Classifier{okData = ClassData{prior = -1.6486586255873816, unseen = -2.890371757896165,@@ -705,20 +750,6 @@ [("week", -0.8362480242006186), ("week (grain)", -0.8362480242006186)], n = 12}}),- ("christmas",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("new year's day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}), ("next n <cycle>", Classifier{okData = ClassData{prior = 0.0, unseen = -4.61512051684126,@@ -743,20 +774,27 @@ koData = ClassData{prior = -infinity, unseen = -2.833213344056216, likelihoods = HashMap.fromList [], n = 0}}),- ("Tuesday",+ ("\19975\22307\33410", Classifier{okData =- ClassData{prior = 0.0, unseen = -3.295836866004329,- likelihoods = HashMap.fromList [("", 0.0)], n = 25},+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),- ("children's day",+ ("\20799\31461\33410", Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [("", 0.0)], n = 5}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),+ ("Tuesday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.295836866004329,+ likelihoods = HashMap.fromList [("", 0.0)], n = 25},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}), ("<named-month> <day-of-month>", Classifier{okData = ClassData{prior = 0.0, unseen = -5.231108616854587,@@ -781,14 +819,20 @@ koData = ClassData{prior = -infinity, unseen = -2.3978952727983707, likelihoods = HashMap.fromList [], n = 0}}),+ ("\21171\21160\33410",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}), ("integer (0..10)", Classifier{okData =- ClassData{prior = -0.38372512147175847,- unseen = -5.236441962829949,+ ClassData{prior = -0.4090429294560484, unseen = -5.236441962829949, likelihoods = HashMap.fromList [("", 0.0)], n = 186}, koData =- ClassData{prior = -1.143563676530376, unseen = -4.48863636973214,- likelihoods = HashMap.fromList [("", 0.0)], n = 87}}),+ ClassData{prior = -1.0914948208992459, unseen = -4.564348191467836,+ likelihoods = HashMap.fromList [("", 0.0)], n = 94}}), ("last n <cycle>", Classifier{okData = ClassData{prior = 0.0, unseen = -4.605170185988091,@@ -871,24 +915,17 @@ koData = ClassData{prior = -2.772588722239781, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),- ("labor day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("women's day",+ ("<number>\20010/\20491", Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ ClassData{prior = 0.0, unseen = -3.4339872044851463,+ likelihoods = HashMap.fromList [("integer (0..10)", 0.0)], n = 29}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),- ("<number>\20010/\20491",+ ("\24773\20154\33410", Classifier{okData =- ClassData{prior = 0.0, unseen = -3.4339872044851463,- likelihoods = HashMap.fromList [("integer (0..10)", 0.0)], n = 29},+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [("", 0.0)], n = 5}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),
Duckling/Ranking/Classifiers/ZH_TW.hs view
@@ -54,6 +54,20 @@ koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),+ ("\22269\38469\28040\36153\32773\26435\30410\26085",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("\24314\20891\33410",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}), ("today", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906,@@ -146,12 +160,20 @@ koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),+ ("\20803\26086",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}), ("intersect", Classifier{okData = ClassData{prior = -0.3519764231571781, unseen = -4.983606621708336, likelihoods = HashMap.fromList- [("children's day<part-of-day> <dim time>", -3.367295829986474),+ [("\20799\31461\33410<part-of-day> <dim time>",+ -3.367295829986474), ("year (numeric with year symbol)<named-month> <day-of-month>", -1.7578579175523736), ("dayday", -1.6094379124341003),@@ -169,7 +191,8 @@ ClassData{prior = -1.215022640512521, unseen = -4.276666119016055, likelihoods = HashMap.fromList- [("children's day<part-of-day> <dim time>", -2.065455299705096),+ [("\20799\31461\33410<part-of-day> <dim time>",+ -2.065455299705096), ("dayhour", -2.653241964607215), ("daymonth", -2.1832383353614793), ("year (numeric with year symbol)February", -3.164067588373206),@@ -254,8 +277,8 @@ likelihoods = HashMap.fromList [], n = 0}}), ("evening|night", Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),@@ -342,13 +365,6 @@ ClassData{prior = -0.5625269981428811, unseen = -3.9318256327243257, likelihoods = HashMap.fromList [("", 0.0)], n = 49}}),- ("valentine's day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}), ("year (numeric with year symbol)", Classifier{okData = ClassData{prior = 0.0, unseen = -2.772588722239781,@@ -364,6 +380,13 @@ koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),+ ("\24858\20154\33410",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}), ("numbers prefix with -, negative or minus", Classifier{okData = ClassData{prior = -infinity, unseen = -0.6931471805599453,@@ -393,6 +416,13 @@ koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),+ ("\28595\38376\22238\24402\32426\24565\26085",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}), ("next <day-of-week>", Classifier{okData = ClassData{prior = 0.0, unseen = -3.1780538303479458,@@ -474,17 +504,18 @@ likelihoods = HashMap.fromList [], n = 0}}), ("<dim time> <part-of-day>", Classifier{okData =- ClassData{prior = 0.0, unseen = -4.248495242049359,+ ClassData{prior = 0.0, unseen = -4.31748811353631, likelihoods = HashMap.fromList- [("dayhour", -0.7375989431307791),- ("national dayevening|night", -3.1354942159291497),- ("<named-month> <day-of-month>morning", -1.1895840668738362),- ("children's dayafternoon", -3.1354942159291497),- ("Mondaymorning", -2.03688192726104)],- n = 32},+ [("dayhour", -0.7487170317147561),+ ("national dayevening|night", -3.20545280453606),+ ("<named-month> <day-of-month>morning", -1.2595426554807467),+ ("\24773\20154\33410evening|night", -3.20545280453606),+ ("\20799\31461\33410afternoon", -3.20545280453606),+ ("Mondaymorning", -2.10684051586795)],+ n = 34}, koData =- ClassData{prior = -infinity, unseen = -1.791759469228055,+ ClassData{prior = -infinity, unseen = -1.9459101490553135, likelihoods = HashMap.fromList [], n = 0}}), ("<part-of-day> <dim time>", Classifier{okData =@@ -560,6 +591,13 @@ [("<integer> (latent time-of-day)", -0.916290731874155), ("hour", -0.916290731874155)], n = 3}}),+ ("number suffix: \19975",+ Classifier{okData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0},+ koData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1}}), ("relative minutes after|past <integer> (hour-of-day)", Classifier{okData = ClassData{prior = -0.6931471805599453,@@ -581,13 +619,6 @@ -1.3862943611198906), ("hour", -0.7801585575495751)], n = 10}}),- ("army's day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}), ("intersect by \",\"", Classifier{okData = ClassData{prior = -0.2231435513142097, unseen = -4.110873864173311,@@ -636,6 +667,13 @@ ("hour", -2.2617630984737906), ("month", -2.772588722239781), ("minute", -2.772588722239781)], n = 20}}),+ ("\22307\35806\33410",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}), ("last <time>", Classifier{okData = ClassData{prior = -1.2286654169163076,@@ -667,6 +705,13 @@ koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),+ ("\22919\22899\33410",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}), ("next <time>", Classifier{okData = ClassData{prior = -1.6486586255873816, unseen = -2.890371757896165,@@ -705,20 +750,6 @@ [("week", -0.8362480242006186), ("week (grain)", -0.8362480242006186)], n = 12}}),- ("christmas",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("new year's day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}), ("next n <cycle>", Classifier{okData = ClassData{prior = 0.0, unseen = -4.61512051684126,@@ -743,20 +774,27 @@ koData = ClassData{prior = -infinity, unseen = -2.833213344056216, likelihoods = HashMap.fromList [], n = 0}}),- ("Tuesday",+ ("\19975\22307\33410", Classifier{okData =- ClassData{prior = 0.0, unseen = -3.295836866004329,- likelihoods = HashMap.fromList [("", 0.0)], n = 25},+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),- ("children's day",+ ("\20799\31461\33410", Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [("", 0.0)], n = 5}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),+ ("Tuesday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.295836866004329,+ likelihoods = HashMap.fromList [("", 0.0)], n = 25},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}), ("<named-month> <day-of-month>", Classifier{okData = ClassData{prior = 0.0, unseen = -5.231108616854587,@@ -781,14 +819,20 @@ koData = ClassData{prior = -infinity, unseen = -2.3978952727983707, likelihoods = HashMap.fromList [], n = 0}}),+ ("\21171\21160\33410",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}), ("integer (0..10)", Classifier{okData =- ClassData{prior = -0.38372512147175847,- unseen = -5.236441962829949,+ ClassData{prior = -0.4090429294560484, unseen = -5.236441962829949, likelihoods = HashMap.fromList [("", 0.0)], n = 186}, koData =- ClassData{prior = -1.143563676530376, unseen = -4.48863636973214,- likelihoods = HashMap.fromList [("", 0.0)], n = 87}}),+ ClassData{prior = -1.0914948208992459, unseen = -4.564348191467836,+ likelihoods = HashMap.fromList [("", 0.0)], n = 94}}), ("last n <cycle>", Classifier{okData = ClassData{prior = 0.0, unseen = -4.605170185988091,@@ -871,24 +915,17 @@ koData = ClassData{prior = -2.772588722239781, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),- ("labor day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("women's day",+ ("<number>\20010/\20491", Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ ClassData{prior = 0.0, unseen = -3.4339872044851463,+ likelihoods = HashMap.fromList [("integer (0..10)", 0.0)], n = 29}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),- ("<number>\20010/\20491",+ ("\24773\20154\33410", Classifier{okData =- ClassData{prior = 0.0, unseen = -3.4339872044851463,- likelihoods = HashMap.fromList [("integer (0..10)", 0.0)], n = 29},+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [("", 0.0)], n = 5}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),
Duckling/Ranking/Classifiers/ZH_XX.hs view
@@ -54,6 +54,20 @@ koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),+ ("\22269\38469\28040\36153\32773\26435\30410\26085",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}),+ ("\24314\20891\33410",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}), ("today", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906,@@ -139,12 +153,20 @@ koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),+ ("\20803\26086",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}), ("intersect", Classifier{okData = ClassData{prior = -0.3519764231571781, unseen = -4.983606621708336, likelihoods = HashMap.fromList- [("children's day<part-of-day> <dim time>", -3.367295829986474),+ [("\20799\31461\33410<part-of-day> <dim time>",+ -3.367295829986474), ("year (numeric with year symbol)<named-month> <day-of-month>", -1.7578579175523736), ("dayday", -1.6094379124341003),@@ -162,7 +184,8 @@ ClassData{prior = -1.215022640512521, unseen = -4.276666119016055, likelihoods = HashMap.fromList- [("children's day<part-of-day> <dim time>", -2.065455299705096),+ [("\20799\31461\33410<part-of-day> <dim time>",+ -2.065455299705096), ("dayhour", -2.653241964607215), ("daymonth", -2.1832383353614793), ("year (numeric with year symbol)February", -3.164067588373206),@@ -245,6 +268,13 @@ koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),+ ("evening|night",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}), ("Monday", Classifier{okData = ClassData{prior = 0.0, unseen = -3.258096538021482,@@ -328,13 +358,6 @@ ClassData{prior = -0.5625269981428811, unseen = -3.9318256327243257, likelihoods = HashMap.fromList [("", 0.0)], n = 49}}),- ("valentine's day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}), ("year (numeric with year symbol)", Classifier{okData = ClassData{prior = 0.0, unseen = -2.772588722239781,@@ -350,6 +373,13 @@ koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),+ ("\24858\20154\33410",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}), ("numbers prefix with -, negative or minus", Classifier{okData = ClassData{prior = -infinity, unseen = -0.6931471805599453,@@ -379,6 +409,13 @@ koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),+ ("\28595\38376\22238\24402\32426\24565\26085",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}), ("next <day-of-week>", Classifier{okData = ClassData{prior = 0.0, unseen = -3.1780538303479458,@@ -460,16 +497,17 @@ likelihoods = HashMap.fromList [], n = 0}}), ("<dim time> <part-of-day>", Classifier{okData =- ClassData{prior = 0.0, unseen = -4.174387269895637,+ ClassData{prior = 0.0, unseen = -4.248495242049359, likelihoods = HashMap.fromList- [("dayhour", -0.7248958788745256),- ("<named-month> <day-of-month>morning", -1.114360645636249),- ("children's dayafternoon", -3.0602707946915624),- ("Mondaymorning", -1.9616585060234524)],- n = 30},+ [("dayhour", -0.7375989431307791),+ ("<named-month> <day-of-month>morning", -1.1895840668738362),+ ("\24773\20154\33410evening|night", -3.1354942159291497),+ ("\20799\31461\33410afternoon", -3.1354942159291497),+ ("Mondaymorning", -2.03688192726104)],+ n = 32}, koData =- ClassData{prior = -infinity, unseen = -1.6094379124341003,+ ClassData{prior = -infinity, unseen = -1.791759469228055, likelihoods = HashMap.fromList [], n = 0}}), ("<part-of-day> <dim time>", Classifier{okData =@@ -545,6 +583,13 @@ [("<integer> (latent time-of-day)", -0.916290731874155), ("hour", -0.916290731874155)], n = 3}}),+ ("number suffix: \19975",+ Classifier{okData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0},+ koData =+ ClassData{prior = 0.0, unseen = -1.0986122886681098,+ likelihoods = HashMap.fromList [("", 0.0)], n = 1}}), ("relative minutes after|past <integer> (hour-of-day)", Classifier{okData = ClassData{prior = -0.6931471805599453,@@ -566,13 +611,6 @@ -1.3862943611198906), ("hour", -0.7801585575495751)], n = 10}}),- ("army's day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}), ("intersect by \",\"", Classifier{okData = ClassData{prior = -0.2231435513142097, unseen = -4.110873864173311,@@ -621,6 +659,13 @@ ("hour", -2.2617630984737906), ("month", -2.772588722239781), ("minute", -2.772588722239781)], n = 20}}),+ ("\22307\35806\33410",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.791759469228055,+ likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}), ("last <time>", Classifier{okData = ClassData{prior = -1.2286654169163076,@@ -652,6 +697,13 @@ koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),+ ("\22919\22899\33410",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}), ("next <time>", Classifier{okData = ClassData{prior = -1.6486586255873816, unseen = -2.890371757896165,@@ -690,20 +742,6 @@ [("week", -0.8362480242006186), ("week (grain)", -0.8362480242006186)], n = 12}}),- ("christmas",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("new year's day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.6094379124341003,- likelihoods = HashMap.fromList [("", 0.0)], n = 3},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}), ("next n <cycle>", Classifier{okData = ClassData{prior = 0.0, unseen = -4.61512051684126,@@ -728,20 +766,27 @@ koData = ClassData{prior = -infinity, unseen = -2.833213344056216, likelihoods = HashMap.fromList [], n = 0}}),- ("Tuesday",+ ("\19975\22307\33410", Classifier{okData =- ClassData{prior = 0.0, unseen = -3.295836866004329,- likelihoods = HashMap.fromList [("", 0.0)], n = 25},+ ClassData{prior = 0.0, unseen = -1.3862943611198906,+ likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),- ("children's day",+ ("\20799\31461\33410", Classifier{okData =- ClassData{prior = 0.0, unseen = -1.791759469228055,- likelihoods = HashMap.fromList [("", 0.0)], n = 4},+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [("", 0.0)], n = 5}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),+ ("Tuesday",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -3.295836866004329,+ likelihoods = HashMap.fromList [("", 0.0)], n = 25},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}), ("<named-month> <day-of-month>", Classifier{okData = ClassData{prior = 0.0, unseen = -5.231108616854587,@@ -766,14 +811,20 @@ koData = ClassData{prior = -infinity, unseen = -2.3978952727983707, likelihoods = HashMap.fromList [], n = 0}}),+ ("\21171\21160\33410",+ Classifier{okData =+ ClassData{prior = 0.0, unseen = -1.6094379124341003,+ likelihoods = HashMap.fromList [("", 0.0)], n = 3},+ koData =+ ClassData{prior = -infinity, unseen = -0.6931471805599453,+ likelihoods = HashMap.fromList [], n = 0}}), ("integer (0..10)", Classifier{okData =- ClassData{prior = -0.38372512147175847,- unseen = -5.236441962829949,+ ClassData{prior = -0.4090429294560484, unseen = -5.236441962829949, likelihoods = HashMap.fromList [("", 0.0)], n = 186}, koData =- ClassData{prior = -1.143563676530376, unseen = -4.48863636973214,- likelihoods = HashMap.fromList [("", 0.0)], n = 87}}),+ ClassData{prior = -1.0914948208992459, unseen = -4.564348191467836,+ likelihoods = HashMap.fromList [("", 0.0)], n = 94}}), ("last n <cycle>", Classifier{okData = ClassData{prior = 0.0, unseen = -4.605170185988091,@@ -856,24 +907,17 @@ koData = ClassData{prior = -2.772588722239781, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),- ("labor day",- Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},- koData =- ClassData{prior = -infinity, unseen = -0.6931471805599453,- likelihoods = HashMap.fromList [], n = 0}}),- ("women's day",+ ("<number>\20010/\20491", Classifier{okData =- ClassData{prior = 0.0, unseen = -1.3862943611198906,- likelihoods = HashMap.fromList [("", 0.0)], n = 2},+ ClassData{prior = 0.0, unseen = -3.4339872044851463,+ likelihoods = HashMap.fromList [("integer (0..10)", 0.0)], n = 29}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),- ("<number>\20010/\20491",+ ("\24773\20154\33410", Classifier{okData =- ClassData{prior = 0.0, unseen = -3.4339872044851463,- likelihoods = HashMap.fromList [("integer (0..10)", 0.0)], n = 29},+ ClassData{prior = 0.0, unseen = -1.9459101490553135,+ likelihoods = HashMap.fromList [("", 0.0)], n = 5}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}),
+ Duckling/Region.hs view
@@ -0,0 +1,47 @@+-- Copyright (c) 2016-present, Facebook, Inc.+-- All rights reserved.+--+-- This source code is licensed under the BSD-style license found in the+-- LICENSE file in the root directory of this source tree. An additional grant+-- of patent rights can be found in the PATENTS file in the same directory.+++{-# LANGUAGE DeriveAnyClass #-}+{-# LANGUAGE DeriveGeneric #-}+{-# LANGUAGE NoRebindableSyntax #-}++module Duckling.Region+ ( Region(..)+ ) where++import Data.Hashable+import GHC.Generics+import Prelude+import TextShow (TextShow)+import qualified TextShow as TS++-- | ISO 3166-1 alpha-2 Country code (includes regions and territories).+-- See https://en.wikipedia.org/wiki/ISO_3166-1_alpha-2+data Region+ = AU+ | BE+ | BZ+ | CA+ | CN+ | GB+ | HK+ | IE+ | IN+ | JM+ | MO+ | NL+ | NZ+ | PH+ | TT+ | TW+ | US+ | ZA+ deriving (Bounded, Enum, Eq, Generic, Hashable, Ord, Read, Show)++instance TextShow Region where+ showb = TS.fromString . show
Duckling/Rules/EN.hs view
@@ -21,6 +21,18 @@ import Duckling.Locale import Duckling.Types import qualified Duckling.AmountOfMoney.EN.Rules as AmountOfMoney+import qualified Duckling.AmountOfMoney.EN.AU.Rules as AmountOfMoneyAU+import qualified Duckling.AmountOfMoney.EN.BZ.Rules as AmountOfMoneyBZ+import qualified Duckling.AmountOfMoney.EN.CA.Rules as AmountOfMoneyCA+import qualified Duckling.AmountOfMoney.EN.GB.Rules as AmountOfMoneyGB+import qualified Duckling.AmountOfMoney.EN.IE.Rules as AmountOfMoneyIE+import qualified Duckling.AmountOfMoney.EN.IN.Rules as AmountOfMoneyIN+import qualified Duckling.AmountOfMoney.EN.JM.Rules as AmountOfMoneyJM+import qualified Duckling.AmountOfMoney.EN.NZ.Rules as AmountOfMoneyNZ+import qualified Duckling.AmountOfMoney.EN.PH.Rules as AmountOfMoneyPH+import qualified Duckling.AmountOfMoney.EN.TT.Rules as AmountOfMoneyTT+import qualified Duckling.AmountOfMoney.EN.US.Rules as AmountOfMoneyUS+import qualified Duckling.AmountOfMoney.EN.ZA.Rules as AmountOfMoneyZA import qualified Duckling.Distance.EN.Rules as Distance import qualified Duckling.Duration.EN.Rules as Duration import qualified Duckling.Email.EN.Rules as Email@@ -49,6 +61,18 @@ defaultRules dim = langRules dim localeRules :: Region -> Some Dimension -> [Rule]+localeRules AU (This AmountOfMoney) = AmountOfMoneyAU.rules+localeRules BZ (This AmountOfMoney) = AmountOfMoneyBZ.rules+localeRules CA (This AmountOfMoney) = AmountOfMoneyCA.rules+localeRules GB (This AmountOfMoney) = AmountOfMoneyGB.rules+localeRules IE (This AmountOfMoney) = AmountOfMoneyIE.rules+localeRules IN (This AmountOfMoney) = AmountOfMoneyIN.rules+localeRules JM (This AmountOfMoney) = AmountOfMoneyJM.rules+localeRules NZ (This AmountOfMoney) = AmountOfMoneyNZ.rules+localeRules PH (This AmountOfMoney) = AmountOfMoneyPH.rules+localeRules TT (This AmountOfMoney) = AmountOfMoneyTT.rules+localeRules US (This AmountOfMoney) = AmountOfMoneyUS.rules+localeRules ZA (This AmountOfMoney) = AmountOfMoneyZA.rules localeRules AU (This Time) = TimeAU.rules localeRules BZ (This Time) = TimeBZ.rules localeRules CA (This Time) = TimeCA.rules
Duckling/Rules/HI.hs view
@@ -19,6 +19,8 @@ import Duckling.Types import qualified Duckling.Numeral.HI.Rules as Numeral import qualified Duckling.Ordinal.HI.Rules as Ordinal+import qualified Duckling.Duration.HI.Rules as Duration+import qualified Duckling.TimeGrain.HI.Rules as TimeGrain defaultRules :: Some Dimension -> [Rule] defaultRules = langRules@@ -30,7 +32,7 @@ langRules :: Some Dimension -> [Rule] langRules (This AmountOfMoney) = [] langRules (This Distance) = []-langRules (This Duration) = []+langRules (This Duration) = Duration.rules langRules (This Numeral) = Numeral.rules langRules (This Email) = [] langRules (This Ordinal) = Ordinal.rules@@ -39,7 +41,7 @@ langRules (This RegexMatch) = [] langRules (This Temperature) = [] langRules (This Time) = []-langRules (This TimeGrain) = []+langRules (This TimeGrain) = TimeGrain.rules langRules (This Url) = [] langRules (This Volume) = [] langRules (This (CustomDimension dim)) = dimLangRules HI dim
Duckling/Rules/NL.hs view
@@ -8,13 +8,14 @@ {-# LANGUAGE GADTs #-} - module Duckling.Rules.NL ( defaultRules , langRules , localeRules ) where +import Prelude+ import Duckling.Dimensions.Types import Duckling.Locale import Duckling.Types@@ -24,14 +25,18 @@ import qualified Duckling.Numeral.NL.Rules as Numeral import qualified Duckling.Ordinal.NL.Rules as Ordinal import qualified Duckling.Time.NL.Rules as Time+import qualified Duckling.Time.NL.BE.Rules as TimeBE+import qualified Duckling.Time.NL.NL.Rules as TimeNL import qualified Duckling.TimeGrain.NL.Rules as TimeGrain import qualified Duckling.Volume.NL.Rules as Volume defaultRules :: Some Dimension -> [Rule]-defaultRules = langRules+defaultRules dim@(This Time) = TimeNL.rulesBackwardCompatible ++ langRules dim+defaultRules dim = langRules dim localeRules :: Region -> Some Dimension -> [Rule] localeRules region (This (CustomDimension dim)) = dimLocaleRules region dim+localeRules BE (This Time) = TimeBE.rules localeRules _ _ = [] langRules :: Some Dimension -> [Rule]
Duckling/Rules/ZH.hs view
@@ -22,6 +22,7 @@ import qualified Duckling.Distance.ZH.Rules as Distance import qualified Duckling.Numeral.ZH.Rules as Numeral import qualified Duckling.Ordinal.ZH.Rules as Ordinal+import qualified Duckling.Quantity.ZH.Rules as Quantity import qualified Duckling.Temperature.ZH.Rules as Temperature import qualified Duckling.Time.ZH.Rules as Time import qualified Duckling.Time.ZH.CN.Rules as TimeCN@@ -49,7 +50,7 @@ langRules (This Numeral) = Numeral.rules langRules (This Ordinal) = Ordinal.rules langRules (This PhoneNumber) = []-langRules (This Quantity) = []+langRules (This Quantity) = Quantity.rules langRules (This RegexMatch) = [] langRules (This Temperature) = Temperature.rules langRules (This Time) = Time.rules
Duckling/Temperature/AR/Corpus.hs view
@@ -25,23 +25,23 @@ allExamples :: [Example] allExamples = concat- [ examples (TemperatureValue Celsius 37)+ [ examples (simple Celsius 37) [ "37° سلزيوس" , "37 ° سلزيوس" , "37 درجة سلزيوس" , "سبع وثلاثون سلزيوس" ]- , examples (TemperatureValue Fahrenheit 70)+ , examples (simple Fahrenheit 70) [ "70° فهرنهايت" , "70 درجة فهرنهايت" , "سبعون فهرنهايت" ]- , examples (TemperatureValue Degree 45)+ , examples (simple Degree 45) [ "45°" , "45 درجة" , "45 درجه مئوية" ]- , examples (TemperatureValue Degree (-2))+ , examples (simple Degree (-2)) [ "-2°" , "- 2 درجة" , "درجتين تحت الصفر"
Duckling/Temperature/AR/Rules.hs view
@@ -7,6 +7,7 @@ {-# LANGUAGE GADTs #-}+{-# LANGUAGE LambdaCase #-} {-# LANGUAGE OverloadedStrings #-} module Duckling.Temperature.AR.Rules@@ -27,10 +28,10 @@ ruleTemperatureDegrees = Rule { name = "<latent temp> degrees" , pattern =- [ dimension Temperature+ [ Predicate $ isValueOnly False , regex "(درج([ةه]|ات)( مئوي[ةه])?)|°" ]- , prod = \tokens -> case tokens of+ , prod = \case (Token Temperature td:_) -> Just . Token Temperature $ withUnit TTemperature.Degree td _ -> Nothing@@ -42,20 +43,17 @@ , pattern = [ regex "درجت(ين|ان)" ]- , prod = \_ -> Just . Token Temperature $ TemperatureData- { TTemperature.unit = Nothing- , TTemperature.value = 2- }+ , prod = \_ -> Just . Token Temperature $ valueOnly 2 } ruleTemperatureCelsius :: Rule ruleTemperatureCelsius = Rule { name = "<temp> Celsius" , pattern =- [ dimension Temperature+ [ Predicate $ isValueOnly True , regex "(درج([ةه]|ات) )?سي?لي?[سز]ي?وس" ]- , prod = \tokens -> case tokens of+ , prod = \case (Token Temperature td:_) -> Just . Token Temperature $ withUnit TTemperature.Celsius td _ -> Nothing@@ -65,10 +63,10 @@ ruleTemperatureFahrenheit = Rule { name = "<temp> Fahrenheit" , pattern =- [ dimension Temperature+ [ Predicate $ isValueOnly True , regex "(درج([ةه]|ات) )?ف(ا|ي)?هرنها?يت" ]- , prod = \tokens -> case tokens of+ , prod = \case (Token Temperature td:_) -> Just . Token Temperature $ withUnit TTemperature.Fahrenheit td _ -> Nothing@@ -78,15 +76,15 @@ ruleTemperatureBelowZero = Rule { name = "<temp> below zero" , pattern =- [ dimension Temperature+ [ Predicate $ isValueOnly True , regex "تحت الصفر" ]- , prod = \tokens -> case tokens of- (Token Temperature td@TemperatureData {TTemperature.value = v}:+ , prod = \case+ (Token Temperature td@TemperatureData {TTemperature.value = Just v}: _) -> case TTemperature.unit td of Nothing -> Just . Token Temperature . withUnit TTemperature.Degree $- td {TTemperature.value = - v}- _ -> Just . Token Temperature $ td {TTemperature.value = - v}+ td {TTemperature.value = Just (- v)}+ _ -> Just . Token Temperature $ td {TTemperature.value = Just (- v)} _ -> Nothing }
Duckling/Temperature/EN/Corpus.hs view
@@ -23,7 +23,7 @@ allExamples :: [Example] allExamples = concat- [ examples (TemperatureValue Celsius 37)+ [ examples (simple Celsius 37) [ "37°C" , "37 ° celsius" , "37 degrees Celsius"@@ -31,21 +31,42 @@ , "37 degrees Celsius" , "thirty seven celsius" ]- , examples (TemperatureValue Fahrenheit 70)+ , examples (simple Fahrenheit 70) [ "70°F" , "70 ° Fahrenheit" , "70 degrees F" , "seventy Fahrenheit" ]- , examples (TemperatureValue Degree 45)+ , examples (simple Degree 45) [ "45°" , "45 degrees" , "45 deg." ]- , examples (TemperatureValue Degree (-2))+ , examples (simple Degree (-2)) [ "-2°" , "- 2 degrees" , "2 degrees below zero" , "2 below zero"+ ]+ , examples (between Degree (30, 40))+ [ "between 30 and 40 degrees"+ , "from 30 degrees to 40 degrees"+ ]+ , examples (between Celsius (30, 40))+ [ "between 30 and 40 celsius"+ , "from 30 celsius and 40 celsius"+ , "between 30 and 40 degrees celsius"+ , "from 30 degrees celsius to 40 degrees celsius"+ , "30-40 degrees celsius"+ ]+ , examples (above Degree 40)+ [ "over 40 degrees"+ , "at least 40 degrees"+ , "more than 40 degrees"+ ]+ , examples (under Degree 40)+ [ "under 40 degrees"+ , "less than 40 degrees"+ , "lower than 40 degrees" ] ]
Duckling/Temperature/EN/Rules.hs view
@@ -7,6 +7,7 @@ {-# LANGUAGE GADTs #-}+{-# LANGUAGE LambdaCase #-} {-# LANGUAGE OverloadedStrings #-} module Duckling.Temperature.EN.Rules@@ -19,7 +20,7 @@ import Duckling.Dimensions.Types import Duckling.Temperature.Helpers-import Duckling.Temperature.Types (TemperatureData(..))+import Duckling.Temperature.Types (TemperatureData(..), unitsAreCompatible) import Duckling.Types import qualified Duckling.Temperature.Types as TTemperature @@ -27,10 +28,10 @@ ruleTemperatureDegrees = Rule { name = "<latent temp> degrees" , pattern =- [ dimension Temperature+ [ Predicate $ isValueOnly False , regex "(deg(ree?)?s?\\.?)|°" ]- , prod = \tokens -> case tokens of+ , prod = \case (Token Temperature td:_) -> Just . Token Temperature $ withUnit TTemperature.Degree td _ -> Nothing@@ -40,10 +41,10 @@ ruleTemperatureCelsius = Rule { name = "<temp> Celsius" , pattern =- [ dimension Temperature+ [ Predicate $ isValueOnly True , regex "c(el[cs]?(ius)?)?\\.?" ]- , prod = \tokens -> case tokens of+ , prod = \case (Token Temperature td:_) -> Just . Token Temperature $ withUnit TTemperature.Celsius td _ -> Nothing@@ -53,10 +54,10 @@ ruleTemperatureFahrenheit = Rule { name = "<temp> Fahrenheit" , pattern =- [ dimension Temperature+ [ Predicate $ isValueOnly True , regex "f(ah?rh?eh?n(h?eit)?)?\\.?" ]- , prod = \tokens -> case tokens of+ , prod = \case (Token Temperature td:_) -> Just . Token Temperature $ withUnit TTemperature.Fahrenheit td _ -> Nothing@@ -66,22 +67,96 @@ ruleTemperatureBelowZero = Rule { name = "<temp> below zero" , pattern =- [ dimension Temperature+ [ Predicate $ isValueOnly True , regex "below zero" ]- , prod = \tokens -> case tokens of- (Token Temperature td@TemperatureData {TTemperature.value = v}:+ , prod = \case+ (Token Temperature td@TemperatureData {TTemperature.value = Just v}: _) -> case TTemperature.unit td of Nothing -> Just . Token Temperature . withUnit TTemperature.Degree $- td {TTemperature.value = - v}- _ -> Just . Token Temperature $ td {TTemperature.value = - v}+ td {TTemperature.value = Just (- v)}+ _ -> Just . Token Temperature $ td {TTemperature.value = Just (- v)} _ -> Nothing } +ruleIntervalBetween :: Rule+ruleIntervalBetween = Rule+ { name = "between|from <temp> and|to <temp>"+ , pattern =+ [ regex "between|from"+ , Predicate isSimpleTemperature+ , regex "to|and"+ , Predicate isSimpleTemperature+ ]+ , prod = \case+ (_:+ Token Temperature TemperatureData+ {TTemperature.unit = u1 , TTemperature.value = Just from}:+ _:+ Token Temperature TemperatureData+ {TTemperature.unit = Just u2, TTemperature.value = Just to}:+ _) | from < to && unitsAreCompatible u1 u2 ->+ Just . Token Temperature . withInterval (from, to) $ unitOnly u2+ _ -> Nothing+ }++ruleIntervalDash :: Rule+ruleIntervalDash = Rule+ { name = "<temp> - <temp>"+ , pattern =+ [ Predicate isSimpleTemperature+ , regex "-"+ , Predicate isSimpleTemperature+ ]+ , prod = \case+ (Token Temperature TemperatureData+ {TTemperature.unit = u1, TTemperature.value = Just from}:+ _:+ Token Temperature TemperatureData+ {TTemperature.unit = Just u2, TTemperature.value = Just to}:+ _) | from < to && unitsAreCompatible u1 u2 ->+ Just . Token Temperature . withInterval (from, to) $ unitOnly u2+ _ -> Nothing+ }++ruleIntervalMax :: Rule+ruleIntervalMax = Rule+ { name = "under/less/lower/no more than <temp>"+ , pattern =+ [ regex "under|(less|lower|not? more) than"+ , Predicate isSimpleTemperature+ ]+ , prod = \case+ (_:+ Token Temperature TemperatureData{TTemperature.value = Just to,+ TTemperature.unit = Just u}:+ _) -> Just . Token Temperature . withMax to $ unitOnly u+ _ -> Nothing+ }++ruleIntervalMin :: Rule+ruleIntervalMin = Rule+ { name = "over/above/at least/more than <temp>"+ , pattern =+ [ regex "over|above|at least|more than"+ , Predicate isSimpleTemperature+ ]+ , prod = \case+ (_:+ Token Temperature TemperatureData{TTemperature.value = Just from,+ TTemperature.unit = Just u}:+ _) -> Just . Token Temperature . withMin from $ unitOnly u+ _ -> Nothing+ }+ rules :: [Rule] rules = [ ruleTemperatureDegrees , ruleTemperatureCelsius , ruleTemperatureFahrenheit , ruleTemperatureBelowZero+ , ruleIntervalBetween+ , ruleIntervalDash+ , ruleIntervalMin+ , ruleIntervalMax ]
Duckling/Temperature/ES/Corpus.hs view
@@ -24,7 +24,7 @@ allExamples :: [Example] allExamples = concat- [ examples (TemperatureValue Celsius 37)+ [ examples (simple Celsius 37) [ "37°C" , "37 ° celsius" , "37 grados Celsius"@@ -33,17 +33,17 @@ , "37 centígrados" , "37 grados centígrados" ]- , examples (TemperatureValue Fahrenheit 70)+ , examples (simple Fahrenheit 70) [ "70°F" , "70 ° Fahrenheit" , "70 grados F" , "setenta Fahrenheit" ]- , examples (TemperatureValue Degree 45)+ , examples (simple Degree 45) [ "45°" , "45 grados" ]- , examples (TemperatureValue Degree (-10))+ , examples (simple Degree (-10)) [ "-10°" , "- diez grados" , "10 bajo cero"
Duckling/Temperature/ES/Rules.hs view
@@ -7,6 +7,7 @@ {-# LANGUAGE GADTs #-}+{-# LANGUAGE LambdaCase #-} {-# LANGUAGE OverloadedStrings #-} module Duckling.Temperature.ES.Rules@@ -25,10 +26,10 @@ ruleLatentTempTemp = Rule { name = "<latent temp> temp" , pattern =- [ dimension Temperature+ [ Predicate $ isValueOnly False , regex "(grados?)|°" ]- , prod = \tokens -> case tokens of+ , prod = \case (Token Temperature td:_) -> Just . Token Temperature $ withUnit TTemperature.Degree td _ -> Nothing@@ -38,10 +39,10 @@ ruleTempCelsius = Rule { name = "<temp> Celsius" , pattern =- [ dimension Temperature+ [ Predicate $ isValueOnly True , regex "(cent(i|í)grados?|c(el[cs]?(ius)?)?\\.?)" ]- , prod = \tokens -> case tokens of+ , prod = \case (Token Temperature td:_) -> Just . Token Temperature $ withUnit TTemperature.Celsius td _ -> Nothing@@ -51,10 +52,10 @@ ruleTempFahrenheit = Rule { name = "<temp> Fahrenheit" , pattern =- [ dimension Temperature+ [ Predicate $ isValueOnly True , regex "f(ah?reh?n(h?eit)?)?\\.?" ]- , prod = \tokens -> case tokens of+ , prod = \case (Token Temperature td:_) -> Just . Token Temperature $ withUnit TTemperature.Fahrenheit td _ -> Nothing@@ -64,15 +65,15 @@ ruleLatentTempTempBajoCero = Rule { name = "<latent temp> temp bajo cero" , pattern =- [ dimension Temperature+ [ Predicate $ isValueOnly True , regex "bajo cero" ]- , prod = \tokens -> case tokens of- (Token Temperature td@TemperatureData{TTemperature.value = v}:_) ->+ , prod = \case+ (Token Temperature td@TemperatureData{TTemperature.value = Just v}:_) -> case TTemperature.unit td of Nothing -> Just . Token Temperature . withUnit TTemperature.Degree $- td {TTemperature.value = - v}- _ -> Just . Token Temperature $ td {TTemperature.value = - v}+ td {TTemperature.value = Just (- v)}+ _ -> Just . Token Temperature $ td {TTemperature.value = Just (- v)} _ -> Nothing }
Duckling/Temperature/FR/Corpus.hs view
@@ -24,7 +24,7 @@ allExamples :: [Example] allExamples = concat- [ examples (TemperatureValue Celsius 37)+ [ examples (simple Celsius 37) [ "37°C" , "37 ° celsius" , "37 degres Celsius"@@ -33,18 +33,18 @@ , "37 degré C" , "trente sept celsius" ]- , examples (TemperatureValue Fahrenheit 70)+ , examples (simple Fahrenheit 70) [ "70°F" , "70 ° Fahrenheit" , "70 degrès F" , "soixante-dix Fahrenheit" ]- , examples (TemperatureValue Degree 45)+ , examples (simple Degree 45) [ "45°" , "45 degrés" , "45 deg." ]- , examples (TemperatureValue Degree (-10))+ , examples (simple Degree (-10)) [ "-10°" , "- 10 degres" , "10 degres en dessous de zero"
Duckling/Temperature/FR/Rules.hs view
@@ -7,6 +7,7 @@ {-# LANGUAGE GADTs #-}+{-# LANGUAGE LambdaCase #-} {-# LANGUAGE OverloadedStrings #-} module Duckling.Temperature.FR.Rules@@ -25,10 +26,10 @@ ruleLatentTempDegrees = Rule { name = "<latent temp> degrees" , pattern =- [ dimension Temperature+ [ Predicate $ isValueOnly False , regex "(deg(r(é|e|è))?s?\\.?)|°" ]- , prod = \tokens -> case tokens of+ , prod = \case (Token Temperature td:_) -> Just . Token Temperature $ withUnit TTemperature.Degree td _ -> Nothing@@ -38,10 +39,10 @@ ruleTempCelsius = Rule { name = "<temp> Celsius" , pattern =- [ dimension Temperature+ [ Predicate $ isValueOnly True , regex "c(el[cs]?(ius)?)?\\.?" ]- , prod = \tokens -> case tokens of+ , prod = \case (Token Temperature td:_) -> Just . Token Temperature $ withUnit TTemperature.Celsius td _ -> Nothing@@ -51,10 +52,10 @@ ruleTempFahrenheit = Rule { name = "<temp> Fahrenheit" , pattern =- [ dimension Temperature+ [ Predicate $ isValueOnly True , regex "f(ah?reh?n(h?eit)?)?\\.?" ]- , prod = \tokens -> case tokens of+ , prod = \case (Token Temperature td:_) -> Just . Token Temperature $ withUnit TTemperature.Fahrenheit td _ -> Nothing@@ -64,15 +65,15 @@ ruleLatentTempEnDessousDeZero = Rule { name = "<latent temp> en dessous de zero" , pattern =- [ dimension Temperature+ [ Predicate $ isValueOnly True , regex "en dessous de (0|z(é|e)ro)" ]- , prod = \tokens -> case tokens of- (Token Temperature td@TemperatureData{TTemperature.value = v}:_) ->+ , prod = \case+ (Token Temperature td@TemperatureData{TTemperature.value = Just v}:_) -> case TTemperature.unit td of Nothing -> Just . Token Temperature . withUnit TTemperature.Degree $- td {TTemperature.value = - v}- _ -> Just . Token Temperature $ td {TTemperature.value = - v}+ td {TTemperature.value = Just (- v)}+ _ -> Just . Token Temperature $ td {TTemperature.value = Just (- v)} _ -> Nothing }
Duckling/Temperature/GA/Corpus.hs view
@@ -24,23 +24,23 @@ allExamples :: [Example] allExamples = concat- [ examples (TemperatureValue Celsius 37)+ [ examples (simple Celsius 37) [ "37°C" , "37 ° celsius" , "37 céimeanna Celsius" , "37 céimeanna C" , "37 céimeanna ceinteagrád" ]- , examples (TemperatureValue Fahrenheit 70)+ , examples (simple Fahrenheit 70) [ "70°F" , "70 ° Fahrenheit" , "70 céimeanna F" ]- , examples (TemperatureValue Degree 45)+ , examples (simple Degree 45) [ "45°" , "45 céimeanna" ]- , examples (TemperatureValue Degree (-10))+ , examples (simple Degree (-10)) [ "-10°" , "- 10 céimeanna" , "10 céimeanna faoi bhun náid"
Duckling/Temperature/GA/Rules.hs view
@@ -7,6 +7,7 @@ {-# LANGUAGE GADTs #-}+{-# LANGUAGE LambdaCase #-} {-# LANGUAGE OverloadedStrings #-} module Duckling.Temperature.GA.Rules@@ -25,10 +26,10 @@ ruleLatentTempCim = Rule { name = "<latent temp> céim" , pattern =- [ dimension Temperature+ [ Predicate $ isValueOnly False , regex "g?ch?(é|e)im(e(anna)?)?|°" ]- , prod = \tokens -> case tokens of+ , prod = \case (Token Temperature td:_) -> Just . Token Temperature $ withUnit TTemperature.Degree td _ -> Nothing@@ -38,10 +39,10 @@ ruleTempCelsius = Rule { name = "<temp> Celsius" , pattern =- [ dimension Temperature+ [ Predicate $ isValueOnly True , regex "ceinteagr(á|a)d|c(el[cs]?(ius)?)?\\.?" ]- , prod = \tokens -> case tokens of+ , prod = \case (Token Temperature td:_) -> Just . Token Temperature $ withUnit TTemperature.Celsius td _ -> Nothing@@ -51,10 +52,10 @@ ruleTempFahrenheit = Rule { name = "<temp> Fahrenheit" , pattern =- [ dimension Temperature+ [ Predicate $ isValueOnly True , regex "f(ah?reh?n(h?eit)?)?\\.?" ]- , prod = \tokens -> case tokens of+ , prod = \case (Token Temperature td:_) -> Just . Token Temperature $ withUnit TTemperature.Fahrenheit td _ -> Nothing@@ -64,15 +65,15 @@ ruleLatentTempFaoiBhunNid = Rule { name = "<latent temp> faoi bhun náid" , pattern =- [ dimension Temperature+ [ Predicate $ isValueOnly True , regex "faoi bhun (0|n(a|á)id)" ]- , prod = \tokens -> case tokens of- (Token Temperature td@TemperatureData{TTemperature.value = v}:_) ->+ , prod = \case+ (Token Temperature td@TemperatureData{TTemperature.value = Just v}:_) -> case TTemperature.unit td of Nothing -> Just . Token Temperature . withUnit TTemperature.Degree $- td {TTemperature.value = - v}- _ -> Just . Token Temperature $ td {TTemperature.value = - v}+ td {TTemperature.value = Just (- v)}+ _ -> Just . Token Temperature $ td {TTemperature.value = Just (- v)} _ -> Nothing }
Duckling/Temperature/HR/Corpus.hs view
@@ -23,7 +23,7 @@ allExamples :: [Example] allExamples = concat- [ examples (TemperatureValue Celsius 37)+ [ examples (simple Celsius 37) [ "37°C" , "37 ° celzija" , "37 stupnjeva Celzija"@@ -31,13 +31,13 @@ , "37 stupnjeva Celzija" , "trideset sedam celzija" ]- , examples (TemperatureValue Fahrenheit 70)+ , examples (simple Fahrenheit 70) [ "70°F" , "70 ° Fahrenheit" , "70 stupnjeva F" , "sedamdeset Fahrenheit" ]- , examples (TemperatureValue Degree 45)+ , examples (simple Degree 45) [ "45°" , "45 stupnjeva" , "45 deg."
Duckling/Temperature/HR/Rules.hs view
@@ -24,7 +24,7 @@ ruleLatentTempStupnjevi = Rule { name = "<latent temp> stupnjevi" , pattern =- [ dimension Temperature+ [ Predicate $ isValueOnly False , regex "deg\\.?|stupa?nj((ev)?a)?|°" ] , prod = \tokens -> case tokens of@@ -37,7 +37,7 @@ ruleTempCelzij = Rule { name = "<temp> Celzij" , pattern =- [ dimension Temperature+ [ Predicate $ isValueOnly True , regex "c(elz?(ija?)?)?\\.?" ] , prod = \tokens -> case tokens of@@ -50,7 +50,7 @@ ruleTempFahrenheit = Rule { name = "<temp> Fahrenheit" , pattern =- [ dimension Temperature+ [ Predicate $ isValueOnly True , regex "f(ah?rh?eh?n(h?eit)?)?\\.?" ] , prod = \tokens -> case tokens of
Duckling/Temperature/Helpers.hs view
@@ -8,10 +8,17 @@ {-# LANGUAGE GADTs #-} - module Duckling.Temperature.Helpers ( isLatent+ , isValueOnly+ , isSimpleTemperature , withUnit+ , withInterval+ , withValue+ , valueOnly+ , unitOnly+ , withMin+ , withMax ) where import Data.Maybe@@ -30,8 +37,65 @@ True isLatent _ = False +isValueOnly :: Bool -> Predicate+isValueOnly allowDegree (Token Temperature TemperatureData+ { TTemperature.unit = u, TTemperature.value = Just _+ , TTemperature.minValue = Nothing+ , TTemperature.maxValue = Nothing})+ = isNothing u || (allowDegree && u == Just TTemperature.Degree)+isValueOnly _ _ = False++isSimpleTemperature :: Predicate+isSimpleTemperature (Token Temperature TemperatureData+ {TTemperature.value = Just _}) = True+isSimpleTemperature _ = False+ -- ----------------------------------------------------------------- -- Production withUnit :: TTemperature.TemperatureUnit -> TemperatureData -> TemperatureData withUnit u td = td {TTemperature.unit = Just u}++withInterval :: (Int, Int) -> TemperatureData -> TemperatureData+withInterval (from, to) td = td+ { TTemperature.value = Nothing+ , TTemperature.minValue = Just from+ , TTemperature.maxValue = Just to+ }++withValue :: Int -> TemperatureData -> TemperatureData+withValue v td = td+ { TTemperature.value = Just v+ , TTemperature.minValue = Nothing+ , TTemperature.maxValue = Nothing+ }++valueOnly :: Int -> TemperatureData+valueOnly v = TemperatureData+ { TTemperature.unit = Nothing+ , TTemperature.value = Just v+ , TTemperature.minValue = Nothing+ , TTemperature.maxValue = Nothing+ }++unitOnly :: TTemperature.TemperatureUnit -> TemperatureData+unitOnly u = TemperatureData+ { TTemperature.unit = Just u+ , TTemperature.value = Nothing+ , TTemperature.minValue = Nothing+ , TTemperature.maxValue = Nothing+ }++withMax :: Int -> TemperatureData -> TemperatureData+withMax v td = td+ { TTemperature.value = Nothing+ , TTemperature.minValue = Nothing+ , TTemperature.maxValue = Just v+ }++withMin :: Int -> TemperatureData -> TemperatureData+withMin v td = td+ { TTemperature.value = Nothing+ , TTemperature.minValue = Just v+ , TTemperature.maxValue = Nothing+ }
Duckling/Temperature/IT/Corpus.hs view
@@ -23,7 +23,7 @@ allExamples :: [Example] allExamples = concat- [ examples (TemperatureValue Celsius 37)+ [ examples (simple Celsius 37) [ "37°C" , "37 ° celsius" , "37 ° centigradi"@@ -32,21 +32,21 @@ , "trentasette celsius" , "trentasette gradi centigradi" ]- , examples (TemperatureValue Celsius 1)+ , examples (simple Celsius 1) [ "1 grado centigrado" ]- , examples (TemperatureValue Fahrenheit 70)+ , examples (simple Fahrenheit 70) [ "70°F" , "70 ° Fahrenheit" , "70 gradi F" , "70 gradi Fahreneit" , "settanta Fahrenheit" ]- , examples (TemperatureValue Degree 45)+ , examples (simple Degree 45) [ "45°" , "45 gradi" ]- , examples (TemperatureValue Degree 1)+ , examples (simple Degree 1) [ "1 grado" ] ]
Duckling/Temperature/IT/Rules.hs view
@@ -24,7 +24,7 @@ ruleLatentTempDegrees = Rule { name = "<latent temp> degrees" , pattern =- [ dimension Temperature+ [ Predicate $ isValueOnly False , regex "(grad[io]?\\.?)|°" ] , prod = \tokens -> case tokens of@@ -37,7 +37,7 @@ ruleTempCelcius = Rule { name = "<temp> Celcius" , pattern =- [ dimension Temperature+ [ Predicate $ isValueOnly True , regex "(c((el[cs]?(ius)?)|(entigrad[io]))?\\.?)" ] , prod = \tokens -> case tokens of@@ -50,7 +50,7 @@ ruleTempFahrenheit = Rule { name = "<temp> Fahrenheit" , pattern =- [ dimension Temperature+ [ Predicate $ isValueOnly True , regex "f(ah?rh?eh?n(h?eit)?)?\\.?" ] , prod = \tokens -> case tokens of
Duckling/Temperature/JA/Corpus.hs view
@@ -24,17 +24,17 @@ allExamples :: [Example] allExamples = concat- [ examples (TemperatureValue Celsius 37)+ [ examples (simple Celsius 37) [ "37°C" , "摂氏37°" , "摂氏37度" ]- , examples (TemperatureValue Fahrenheit 70)+ , examples (simple Fahrenheit 70) [ "70°F" , "華氏70°" , "華氏70度" ]- , examples (TemperatureValue Degree 45)+ , examples (simple Degree 45) [ "45°" , "45度" ]
Duckling/Temperature/JA/Rules.hs view
@@ -24,7 +24,7 @@ ruleLatentTempDegrees = Rule { name = "<latent temp> degrees" , pattern =- [ dimension Temperature+ [ Predicate $ isValueOnly False , regex "度|°" ] , prod = \tokens -> case tokens of@@ -37,7 +37,7 @@ ruleTempCelcius = Rule { name = "<temp> Celcius" , pattern =- [ dimension Temperature+ [ Predicate $ isValueOnly True , regex "摂氏(°|度)|(°)C" ] , prod = \tokens -> case tokens of@@ -51,7 +51,7 @@ { name = "Celcius <temp>" , pattern = [ regex "摂氏"- , dimension Temperature+ , Predicate $ isValueOnly True , regex "度|°" ] , prod = \tokens -> case tokens of@@ -64,7 +64,7 @@ ruleTempFahrenheit = Rule { name = "<temp> Fahrenheit" , pattern =- [ dimension Temperature+ [ Predicate $ isValueOnly True , regex "華氏(°|度)|(°)F" ] , prod = \tokens -> case tokens of@@ -78,7 +78,7 @@ { name = "Fahrenheit <temp>" , pattern = [ regex "華氏"- , dimension Temperature+ , Predicate $ isValueOnly True , regex "度|°" ] , prod = \tokens -> case tokens of
Duckling/Temperature/KO/Corpus.hs view
@@ -24,17 +24,17 @@ allExamples :: [Example] allExamples = concat- [ examples (TemperatureValue Celsius 37)+ [ examples (simple Celsius 37) [ "37°C" , "섭씨37°" , "섭씨37도" ]- , examples (TemperatureValue Fahrenheit 70)+ , examples (simple Fahrenheit 70) [ "70°F" , "화씨70°" , "화씨70도" ]- , examples (TemperatureValue Degree 45)+ , examples (simple Degree 45) [ "45°" , "45도" ]
Duckling/Temperature/KO/Rules.hs view
@@ -24,7 +24,7 @@ ruleLatentTempDegrees = Rule { name = "<latent temp> degrees" , pattern =- [ Predicate isLatent+ [ Predicate $ isValueOnly False , regex "도|°" ] , prod = \tokens -> case tokens of@@ -38,7 +38,7 @@ { name = "섭씨 <temp>" , pattern = [ regex "섭씨"- , dimension Temperature+ , Predicate $ isValueOnly True ] , prod = \tokens -> case tokens of (_:Token Temperature td:_) -> Just . Token Temperature $@@ -50,7 +50,7 @@ ruleTempC = Rule { name = "<temp> °C" , pattern =- [ dimension Temperature+ [ Predicate $ isValueOnly True , regex "c" ] , prod = \tokens -> case tokens of@@ -64,7 +64,7 @@ { name = "화씨 <temp>" , pattern = [ regex "화씨"- , dimension Temperature+ , Predicate $ isValueOnly True ] , prod = \tokens -> case tokens of (_:Token Temperature td:_) -> Just . Token Temperature $@@ -76,7 +76,7 @@ ruleTempF = Rule { name = "<temp> °F" , pattern =- [ dimension Temperature+ [ Predicate $ isValueOnly True , regex "f" ] , prod = \tokens -> case tokens of
Duckling/Temperature/PT/Corpus.hs view
@@ -24,7 +24,7 @@ allExamples :: [Example] allExamples = concat- [ examples (TemperatureValue Celsius 37)+ [ examples (simple Celsius 37) [ "37°C" , "37 ° celsius" , "37 graus Celsius"@@ -33,17 +33,17 @@ , "37 centígrados" , "37 graus centigrados" ]- , examples (TemperatureValue Fahrenheit 70)+ , examples (simple Fahrenheit 70) [ "70°F" , "70 ° Fahrenheit" , "70 graus F" , "setenta Fahrenheit" ]- , examples (TemperatureValue Degree 45)+ , examples (simple Degree 45) [ "45°" , "45 graus" ]- , examples (TemperatureValue Degree (-10))+ , examples (simple Degree (-10)) [ "-10°" , "- dez graus" , "10 abaixo de zero"
Duckling/Temperature/PT/Rules.hs view
@@ -7,6 +7,7 @@ {-# LANGUAGE GADTs #-}+{-# LANGUAGE LambdaCase #-} {-# LANGUAGE OverloadedStrings #-} module Duckling.Temperature.PT.Rules@@ -25,10 +26,10 @@ ruleLatentTempTemp = Rule { name = "<latent temp> temp" , pattern =- [ dimension Temperature+ [ Predicate $ isValueOnly False , regex "(graus?)|°" ]- , prod = \tokens -> case tokens of+ , prod = \case (Token Temperature td:_) -> Just . Token Temperature $ withUnit TTemperature.Degree td _ -> Nothing@@ -38,10 +39,10 @@ ruleTempCelsius = Rule { name = "<temp> Celsius" , pattern =- [ dimension Temperature+ [ Predicate $ isValueOnly True , regex "(cent(i|í)grados?|c(el[cs]?(ius)?)?\\.?)" ]- , prod = \tokens -> case tokens of+ , prod = \case (Token Temperature td:_) -> Just . Token Temperature $ withUnit TTemperature.Celsius td _ -> Nothing@@ -51,10 +52,10 @@ ruleTempFahrenheit = Rule { name = "<temp> Fahrenheit" , pattern =- [ dimension Temperature+ [ Predicate $ isValueOnly True , regex "f(ah?reh?n(h?eit)?)?\\.?" ]- , prod = \tokens -> case tokens of+ , prod = \case (Token Temperature td:_) -> Just . Token Temperature $ withUnit TTemperature.Fahrenheit td _ -> Nothing@@ -64,15 +65,15 @@ ruleLatentTempTempAbaixoDeZero = Rule { name = "<latent temp> temp abaixo de zero" , pattern =- [ dimension Temperature+ [ Predicate $ isValueOnly True , regex "((graus?)|°)?( abaixo (de)? zero)" ]- , prod = \tokens -> case tokens of- (Token Temperature td@TemperatureData{TTemperature.value = v}:_) ->+ , prod = \case+ (Token Temperature td@TemperatureData{TTemperature.value = Just v}:_) -> case TTemperature.unit td of Nothing -> Just . Token Temperature . withUnit TTemperature.Degree $- td {TTemperature.value = - v}- _ -> Just . Token Temperature $ td {TTemperature.value = - v}+ td {TTemperature.value = Just (- v)}+ _ -> Just . Token Temperature $ td {TTemperature.value = Just (- v)} _ -> Nothing }
Duckling/Temperature/RO/Corpus.hs view
@@ -9,10 +9,11 @@ {-# LANGUAGE OverloadedStrings #-} module Duckling.Temperature.RO.Corpus- ( corpus ) where+ ( corpus+ ) where -import Prelude import Data.String+import Prelude import Duckling.Locale import Duckling.Resolve@@ -24,22 +25,25 @@ allExamples :: [Example] allExamples = concat- [ examples (TemperatureValue Celsius 37)+ [ examples (simple Celsius 37) [ "37°C" , "37 ° celsius" , "37 grade Celsius" , "treizeci si sapte celsius" , "37 grade Celsius"+ , "37 de grade de Celsius" , "treizeci si sapte celsius"+ , "treizeci si sapte de celsius" ]- , examples (TemperatureValue Fahrenheit 70)+ , examples (simple Fahrenheit 70) [ "70°F" , "70 ° Fahrenheit" , "70 grade F" , "saptezeci Fahrenheit" ]- , examples (TemperatureValue Degree 45)+ , examples (simple Degree 45) [ "45°" , "45 grade"+ , "45 de grade" ] ]
Duckling/Temperature/RO/Rules.hs view
@@ -7,27 +7,29 @@ {-# LANGUAGE GADTs #-}+{-# LANGUAGE LambdaCase #-} {-# LANGUAGE OverloadedStrings #-} module Duckling.Temperature.RO.Rules- ( rules ) where+ ( rules+ ) where -import Prelude import Data.String+import Prelude import Duckling.Dimensions.Types import Duckling.Temperature.Helpers-import qualified Duckling.Temperature.Types as TTemperature import Duckling.Types+import qualified Duckling.Temperature.Types as TTemperature ruleLatentTempGrade :: Rule ruleLatentTempGrade = Rule { name = "<latent temp> grade" , pattern =- [ dimension Temperature- , regex "(grade)|°"+ [ Predicate $ isValueOnly False+ , regex "(de )?(grade)|°" ]- , prod = \tokens -> case tokens of+ , prod = \case (Token Temperature td:_) -> Just . Token Temperature $ withUnit TTemperature.Degree td _ -> Nothing@@ -37,10 +39,10 @@ ruleTempCelcius = Rule { name = "<temp> Celcius" , pattern =- [ dimension Temperature- , regex "c(el[cs]?(ius)?)?\\.?"+ [ Predicate $ isValueOnly True+ , regex "(de )?c(el[cs]?(ius)?)?\\.?" ]- , prod = \tokens -> case tokens of+ , prod = \case (Token Temperature td:_) -> Just . Token Temperature $ withUnit TTemperature.Celsius td _ -> Nothing@@ -50,10 +52,10 @@ ruleTempFahrenheit = Rule { name = "<temp> Fahrenheit" , pattern =- [ dimension Temperature- , regex "f(ah?rh?eh?n(h?eit)?)?\\.?"+ [ Predicate $ isValueOnly True+ , regex "(de )?f(ah?rh?eh?n(h?eit)?)?\\.?" ]- , prod = \tokens -> case tokens of+ , prod = \case (Token Temperature td:_) -> Just . Token Temperature $ withUnit TTemperature.Fahrenheit td _ -> Nothing
Duckling/Temperature/Rules.hs view
@@ -7,6 +7,7 @@ {-# LANGUAGE GADTs #-}+{-# LANGUAGE LambdaCase #-} {-# LANGUAGE OverloadedStrings #-} module Duckling.Temperature.Rules@@ -17,10 +18,11 @@ import Prelude import Duckling.Dimensions.Types-import qualified Duckling.Numeral.Types as TNumeral+import Duckling.Temperature.Helpers import Duckling.Temperature.Types (TemperatureData (..))-import qualified Duckling.Temperature.Types as TTemperature import Duckling.Types+import qualified Duckling.Numeral.Types as TNumeral+import qualified Duckling.Temperature.Types as TTemperature ruleNumeralAsTemp :: Rule ruleNumeralAsTemp = Rule@@ -28,12 +30,9 @@ , pattern = [ dimension Numeral ]- , prod = \tokens -> case tokens of+ , prod = \case (Token Numeral nd:_) ->- Just . Token Temperature $ TemperatureData- { TTemperature.unit = Nothing- , TTemperature.value = floor $ TNumeral.value nd- }+ Just . Token Temperature $ valueOnly $ floor $ TNumeral.value nd _ -> Nothing }
Duckling/Temperature/TR/Corpus.hs view
@@ -23,7 +23,7 @@ allExamples :: [Example] allExamples = concat- [ examples (TemperatureValue Celsius 37)+ [ examples (simple Celsius 37) [ "37°C" , "37 ° santigrat" , "37 derece C"@@ -31,7 +31,7 @@ , "37 derece santigrat" , "otuz yedi santigrat" ]- , examples (TemperatureValue Fahrenheit 70)+ , examples (simple Fahrenheit 70) [ "70°F" , "70 ° Fahrenhayt" , "70 ° Fahrenayt"@@ -40,12 +40,12 @@ , "70 F" , "yetmiş fahrenayt" ]- , examples (TemperatureValue Degree 45)+ , examples (simple Degree 45) [ "45°" , "45 derece" , "kırk beş derece" ]- , examples (TemperatureValue Degree (-2))+ , examples (simple Degree (-2)) [ "-2°" , "- 2 derece" , "sıfırın altında 2°"
Duckling/Temperature/TR/Rules.hs view
@@ -7,6 +7,7 @@ {-# LANGUAGE GADTs #-}+{-# LANGUAGE LambdaCase #-} {-# LANGUAGE OverloadedStrings #-} module Duckling.Temperature.TR.Rules@@ -26,10 +27,10 @@ ruleTemperatureDegrees = Rule { name = "<latent temp> degrees" , pattern =- [ dimension Temperature+ [ Predicate $ isValueOnly False , regex "derece|°" ]- , prod = \tokens -> case tokens of+ , prod = \case (Token Temperature td:_) -> Just . Token Temperature $ withUnit TTemperature.Degree td _ -> Nothing@@ -39,10 +40,10 @@ ruleTemperatureCelsius = Rule { name = "<temp> Celsius" , pattern =- [ dimension Temperature+ [ Predicate $ isValueOnly True , regex "c|santigrat" ]- , prod = \tokens -> case tokens of+ , prod = \case (Token Temperature td:_) -> Just . Token Temperature $ withUnit TTemperature.Celsius td _ -> Nothing@@ -52,10 +53,10 @@ ruleTemperatureFahrenheit = Rule { name = "<temp> Fahrenheit" , pattern =- [ dimension Temperature+ [ Predicate $ isValueOnly True , regex "f(ahrenh?ayt)?" ]- , prod = \tokens -> case tokens of+ , prod = \case (Token Temperature td:_) -> Just . Token Temperature $ withUnit TTemperature.Fahrenheit td _ -> Nothing@@ -66,14 +67,14 @@ { name = "below zero <temp>" , pattern = [ regex "s\305f\305r\305n alt\305nda"- , dimension Temperature+ , Predicate $ isValueOnly True ]- , prod = \tokens -> case tokens of- (_:Token Temperature td@TemperatureData{TTemperature.value = v}:_) ->+ , prod = \case+ (_:Token Temperature td@TemperatureData{TTemperature.value = Just v}:_) -> case TTemperature.unit td of Nothing -> Just . Token Temperature . withUnit TTemperature.Degree $- td {TTemperature.value = - v}- _ -> Just . Token Temperature $ td {TTemperature.value = - v}+ td {TTemperature.value = Just (- v)}+ _ -> Just . Token Temperature $ td {TTemperature.value = Just (- v)} _ -> Nothing } @@ -81,15 +82,15 @@ ruleTemperatureBelowZeroReverse = Rule { name = "<temp> below zero" , pattern =- [ dimension Temperature+ [ Predicate $ isValueOnly True , regex "s\305f\305r\305n alt\305nda" ]- , prod = \tokens -> case tokens of- (Token Temperature td@TemperatureData{TTemperature.value = v}:_) ->+ , prod = \case+ (Token Temperature td@TemperatureData{TTemperature.value = Just v}:_) -> case TTemperature.unit td of Nothing -> Just . Token Temperature . withUnit TTemperature.Degree $- td {TTemperature.value = - v}- _ -> Just . Token Temperature $ td {TTemperature.value = - v}+ td {TTemperature.value = Just (- v)}+ _ -> Just . Token Temperature $ td {TTemperature.value = Just (- v)} _ -> Nothing }
Duckling/Temperature/Types.hs view
@@ -19,9 +19,10 @@ import Data.Aeson import Data.Hashable import Data.Text (Text)-import qualified Data.Text as Text import GHC.Generics import Prelude+import qualified Data.HashMap.Strict as H+import qualified Data.Text as Text import Duckling.Resolve (Resolve(..)) @@ -33,24 +34,86 @@ toJSON = String . Text.toLower . Text.pack . show data TemperatureData = TemperatureData- { unit :: Maybe TemperatureUnit- , value :: Int+ { unit :: Maybe TemperatureUnit+ , value :: Maybe Int+ , minValue :: Maybe Int+ , maxValue :: Maybe Int } deriving (Eq, Generic, Hashable, Show, Ord, NFData) instance Resolve TemperatureData where type ResolvedValue TemperatureData = TemperatureValue resolve _ _ TemperatureData {unit = Nothing} = Nothing- resolve _ _ TemperatureData {unit = Just unit, value} =- Just (TemperatureValue {vUnit = unit, vValue = value}, False)+ resolve _ _ TemperatureData {unit = Just unit, value = Just value} =+ Just (simple unit value, False)+ resolve _ _ TemperatureData {unit = Just unit, minValue = Just from+ , maxValue = Just to} =+ Just (between unit (from, to), False)+ resolve _ _ TemperatureData {unit = Just unit, minValue = Just from} =+ Just (above unit from, False)+ resolve _ _ TemperatureData {unit = Just unit, maxValue = Just to} =+ Just (under unit to, False)+ resolve _ _ _ = Nothing -data TemperatureValue = TemperatureValue+data IntervalDirection = Above | Under+ deriving (Eq, Generic, Hashable, Ord, Show, NFData)++data SingleValue = SingleValue { vUnit :: TemperatureUnit , vValue :: Int- } deriving (Eq, Show)+ }+ deriving (Eq, Show) +instance ToJSON SingleValue where+ toJSON (SingleValue unit value) = object+ [ "value" .= value+ , "unit" .= unit+ ]++data TemperatureValue+ = SimpleValue SingleValue+ | IntervalValue (SingleValue, SingleValue)+ | OpenIntervalValue (SingleValue, IntervalDirection)+ deriving (Show, Eq)+ instance ToJSON TemperatureValue where- toJSON (TemperatureValue unit value) = object- [ "type" .= ("value" :: Text)- , "value" .= value- , "unit" .= unit+ toJSON (SimpleValue value) = case toJSON value of+ Object o -> Object $ H.insert "type" (toJSON ("value" :: Text)) o+ _ -> Object H.empty+ toJSON (IntervalValue (from, to)) = object+ [ "type" .= ("interval" :: Text)+ , "from" .= toJSON from+ , "to" .= toJSON to ]+ toJSON (OpenIntervalValue (from, Above)) = object+ [ "type" .= ("interval" :: Text)+ , "from" .= toJSON from+ ]+ toJSON (OpenIntervalValue (to, Under)) = object+ [ "type" .= ("interval" :: Text)+ , "to" .= toJSON to+ ]++-- -----------------------------------------------------------------+-- Value helpers++simple :: TemperatureUnit -> Int -> TemperatureValue+simple u v = SimpleValue $ single u v++between :: TemperatureUnit -> (Int, Int) -> TemperatureValue+between u (from, to) = IntervalValue (single u from, single u to)++above :: TemperatureUnit -> Int -> TemperatureValue+above = openInterval Above++under :: TemperatureUnit -> Int -> TemperatureValue+under = openInterval Under++openInterval :: IntervalDirection -> TemperatureUnit -> Int -> TemperatureValue+openInterval direction u v = OpenIntervalValue (single u v, direction)++single :: TemperatureUnit -> Int -> SingleValue+single u v = SingleValue {vUnit = u, vValue = v}++unitsAreCompatible :: Maybe TemperatureUnit -> TemperatureUnit -> Bool+unitsAreCompatible (Just u1) u2 = u1 == u2+unitsAreCompatible Nothing _ = True
Duckling/Temperature/ZH/Corpus.hs view
@@ -24,7 +24,7 @@ allExamples :: [Example] allExamples = concat- [ examples (TemperatureValue Celsius 37)+ [ examples (simple Celsius 37) [ "37°C" , "摄氏37°" , "攝氏37°"@@ -35,7 +35,7 @@ , "37摄氏度" , "37攝氏度" ]- , examples (TemperatureValue Fahrenheit 70)+ , examples (simple Fahrenheit 70) [ "70°F" , "华氏70°" , "華氏70°"@@ -46,7 +46,7 @@ , "70华氏度" , "70華氏度" ]- , examples (TemperatureValue Degree 45)+ , examples (simple Degree 45) [ "45°" , "45度" ]
Duckling/Temperature/ZH/Rules.hs view
@@ -24,7 +24,7 @@ ruleLatentTempDegrees = Rule { name = "<latent temp> degrees" , pattern =- [ dimension Temperature+ [ Predicate $ isValueOnly False , regex "度|°" ] , prod = \tokens -> case tokens of@@ -37,7 +37,7 @@ ruleTempCelcius = Rule { name = "<temp> Celcius" , pattern =- [ dimension Temperature+ [ Predicate $ isValueOnly True , regex "(摄|攝)氏(°|度)|(°)C" ] , prod = \tokens -> case tokens of@@ -51,7 +51,7 @@ { name = "Celcius <temp>" , pattern = [ regex "(摄|攝)氏"- , dimension Temperature+ , Predicate $ isValueOnly True , regex "度|°" ] , prod = \tokens -> case tokens of@@ -64,7 +64,7 @@ ruleTempFahrenheit = Rule { name = "<temp> Fahrenheit" , pattern =- [ dimension Temperature+ [ Predicate $ isValueOnly True , regex "(华|華)氏(°|度)|(°)F" ] , prod = \tokens -> case tokens of@@ -78,7 +78,7 @@ { name = "Fahrenheit <temp>" , pattern = [ regex "(华|華)氏"- , dimension Temperature+ , Predicate $ isValueOnly True , regex "度|°" ] , prod = \tokens -> case tokens of
Duckling/Time/Computed.hs view
@@ -7,9 +7,10 @@ module Duckling.Time.Computed ( chanukah, chineseNewYear, dhanteras, easterSunday, eidalAdha, eidalFitr- , lagBaOmer, mawlid, muharram, navaratri, orthodoxEaster, passover, rajab- , rakshaBandhan, ramadan, roshHashana, thaiPongal, thiruOnam, tishaBAv- , tuBishvat, vasantPanchami, yomHaatzmaut+ , globalYouthServiceDay, lagBaOmer, mawlid, muharram, navaratri+ , orthodoxEaster, passover, rajab, rakshaBandhan, ramadan, roshHashana+ , thaiPongal, thiruOnam, tishaBAv, tuBishvat, vasantPanchami, vesak+ , yomHaatzmaut ) where import Data.Maybe@@ -1568,4 +1569,56 @@ , (2028, 1, 31) , (2029, 1, 19) , (2030, 2, 7)+ ]++globalYouthServiceDay :: TimeData+globalYouthServiceDay = computedDays globalYouthServiceDay'++globalYouthServiceDay' :: [TimeObject]+globalYouthServiceDay' = mapMaybe toTimeObjectM+ [ (2012, 4, 20)+ , (2013, 4, 26)+ , (2014, 4, 11)+ , (2015, 4, 17)+ , (2016, 4, 15)+ , (2017, 4, 21)+ , (2018, 4, 20)+ ]++vesak :: TimeData+vesak = computedDays vesak'++vesak' :: [TimeObject]+vesak' = mapMaybe toTimeObjectM+ [ (2000, 5, 18)+ , (2001, 5, 7)+ , (2002, 5, 26)+ , (2003, 5, 15)+ , (2004, 5, 4)+ , (2005, 5, 23)+ , (2006, 5, 12)+ , (2007, 5, 31)+ , (2008, 5, 19)+ , (2009, 5, 8)+ , (2010, 5, 27)+ , (2011, 5, 17)+ , (2012, 5, 5)+ , (2013, 5, 24)+ , (2014, 5, 14)+ , (2015, 5, 3)+ , (2016, 5, 21)+ , (2017, 5, 10)+ , (2018, 5, 29)+ , (2019, 5, 18)+ , (2020, 5, 7)+ , (2021, 5, 26)+ , (2022, 5, 15)+ , (2023, 5, 5)+ , (2024, 5, 23)+ , (2025, 5, 12)+ , (2026, 5, 31)+ , (2027, 5, 20)+ , (2028, 5, 8)+ , (2029, 5, 27)+ , (2030, 5, 17) ]
Duckling/Time/DA/Corpus.hs view
@@ -42,12 +42,11 @@ ] , examples (datetime (2013, 2, 18, 0, 0, 0) Day) [ "mandag"- , "man." , "på mandag" ] , examples (datetime (2013, 2, 18, 0, 0, 0) Day) [ "Mandag den 18. februar"- , "Man, 18 februar"+ , "Mandag, 18 februar" ] , examples (datetime (2013, 2, 19, 0, 0, 0) Day) [ "tirsdag"@@ -144,7 +143,6 @@ ] , examples (datetime (2013, 2, 18, 0, 0, 0) Day) [ "Mandag, Feb 18"- , "Man, februar 18" ] , examples (datetime (2013, 2, 11, 0, 0, 0) Week) [ "denne uge"
Duckling/Time/DA/Rules.hs view
@@ -11,7 +11,8 @@ {-# LANGUAGE OverloadedStrings #-} module Duckling.Time.DA.Rules- ( rules ) where+ ( rules+ ) where import Data.Text (Text) import Prelude@@ -30,13 +31,14 @@ ruleDaysOfWeek :: [Rule] ruleDaysOfWeek = mkRuleDaysOfWeek- [ ( "Monday" , "mandag|man\\.?" )- , ( "Tuesday" , "tirsdag|tirs?\\.?" )- , ( "Wednesday", "onsdag|ons\\.?" )- , ( "Thursday" , "torsdag|tors?\\.?" )- , ( "Friday" , "fredag|fre\\.?" )- , ( "Saturday" , "lørdag|lør\\.?" )- , ( "Sunday" , "søndag|søn\\.?" )+ -- 'man' is a common Danish word ('you'), leading to false positives+ [ ( "Monday" , "mandag" )+ , ( "Tuesday" , "tirsdag|tirs?\\.?" )+ , ( "Wednesday", "onsdag|ons\\.?" )+ , ( "Thursday" , "torsdag|tors?\\.?" )+ , ( "Friday" , "fredag|fre\\.?" )+ , ( "Saturday" , "lørdag|lør\\.?" )+ , ( "Sunday" , "søndag|søn\\.?" ) ] ruleMonths :: [Rule]
Duckling/Time/DE/Rules.hs view
@@ -1291,19 +1291,6 @@ _ -> Nothing } -ruleTimeofdayAmpm :: Rule-ruleTimeofdayAmpm = Rule- { name = "<time-of-day> am|pm"- , pattern =- [ Predicate isATimeOfDay- , regex "([ap])\\.?m\\.?(?:[\\s'\"-_{}\\[\\]()]|$)"- ]- , prod = \tokens -> case tokens of- (Token Time td:Token RegexMatch (GroupMatch (ap:_)):_) ->- tt $ timeOfDayAMPM (Text.toLower ap == "a") td- _ -> Nothing- }- ruleHalfIntegerGermanStyleHourofday :: Rule ruleHalfIntegerGermanStyleHourofday = Rule { name = "half <integer> (german style hour-of-day)"@@ -1712,7 +1699,6 @@ , ruleTimeAfterNext , ruleTimeBeforeLast , ruleTimePartofday- , ruleTimeofdayAmpm , ruleTimeofdayApproximately , ruleTimeofdayLatent , ruleTimeofdayOclock
Duckling/Time/EN/AU/Corpus.hs view
@@ -104,4 +104,16 @@ , examples (datetimeHoliday (2019, 5, 27, 0, 0, 0) Day "Reconciliation Day") [ "reconciliation day 2019" ]+ , examples (datetimeIntervalHoliday ((2013, 8, 9, 0, 0, 0), (2013, 8, 19, 0, 0, 0)) Day "Royal Queensland Show")+ [ "ekka"+ , "royal national agricultural show"+ ]+ , examples (datetimeHoliday (2018, 8, 15, 0, 0, 0) Day "Royal Queensland Show Day")+ [ "ekka day 2018"+ , "RNA Show Day 2018"+ , "Royal Queensland Show Day in five years"+ ]+ , examples (datetimeHoliday (2013, 5, 3, 0, 0, 0) Day "Administrative Professionals' Day")+ [ "admin day"+ ] ]
Duckling/Time/EN/AU/Rules.hs view
@@ -88,7 +88,7 @@ -- Fixed day/week/month, year over year , ( "Adelaide Cup", "adelaide cup", nthDOWOfMonth 2 1 3 ) , ( "Administrative Professionals' Day"- , "(admin(istrative professionals'?)|secretaries'?) day"+ , "(administrative professional|secretarie|admin)('?s'?)? day" , nthDOWOfMonth 1 5 5 ) , ( "Canberra Day", "canberra day", nthDOWOfMonth 2 1 3 ) , ( "Eight Hours Day", "eight hours day", nthDOWOfMonth 2 1 3 )@@ -128,6 +128,29 @@ , ( "Royal Hobart Regatta", "royal hobart regatta" , let end = nthDOWOfMonth 2 1 2 in interval TTime.Open (cycleNthAfter False TG.Day (- 2) end) end )++ -- Other+ -- Wednesday of the Royal Queensland Show+ -- Starts on the first Friday of August if it's not before August 5th+ -- Otherwise on the second Friday of August+ , ( "Royal Queensland Show Day"+ , "(royal (national agricultural|queensland)|rna) show day|ekka day"+ , let tentative = nthDOWOfMonth 1 5 8+ alternative = nthDOWOfMonth 2 5 8+ in do+ forbidden <- interval TTime.Open (monthDay 8 1) (monthDay 8 4)+ start <- intersectWithReplacement forbidden tentative alternative+ return $ cycleNthAfter False TG.Day 5 start )+ -- Starts on the first Friday of August if it's not before August 5th+ -- Otherwise on the second Friday of August+ , ( "Royal Queensland Show"+ , "ekka|(royal (national agricultural|queensland)|rna) show"+ , let tentative = nthDOWOfMonth 1 5 8+ alternative = nthDOWOfMonth 2 5 8+ in do+ forbidden <- interval TTime.Open (monthDay 8 1) (monthDay 8 4)+ start <- intersectWithReplacement forbidden tentative alternative+ interval TTime.Open start $ cycleNthAfter False TG.Day 9 start ) ] ruleComputedHolidays :: [Rule]
Duckling/Time/EN/CA/Corpus.hs view
@@ -143,4 +143,11 @@ [ "Groundhog day" , "groundhogs day" ]+ , examples (datetimeHoliday (2010, 4, 21, 0, 0, 0) Day "Administrative Professionals' Day")+ [ "administrative professionals' day 2010"+ ]+ , examples (datetimeHoliday (2019, 4, 24, 0, 0, 0) Day "Administrative Professionals' Day")+ [ "admin day 2019"+ , "secretaries day in six years"+ ] ]
Duckling/Time/EN/CA/Rules.hs view
@@ -23,6 +23,7 @@ import Duckling.Time.Helpers import Duckling.Time.Types (TimeData (..)) import Duckling.Types+import qualified Duckling.TimeGrain.Types as TG -- Although one can see both MMDD and DDMM in Canada, -- there is no direct way to implement this today. Let's fallback to MMDD (US).@@ -122,6 +123,14 @@ -- Closest Monday to June 24th , ( "Discovery Day", "discovery\\s+day" , predNthClosest 0 (dayOfWeek 1) (monthDay 6 24) )++ -- Wednesday of the last full week of April, where a full week starts on+ -- Sunday and ends on Saturday.+ , ( "Administrative Professionals' Day"+ , "(administrative professional|secretarie|admin)('?s'?)? day"+ , cycleNthAfter False TG.Day (-3) $+ predNthAfter (-1) (dayOfWeek 6) (monthDay 5 1)+ ) ] rules :: [Rule]
Duckling/Time/EN/Corpus.hs view
@@ -102,6 +102,9 @@ , "at 650-650-6500" , "two sixty a m" , "Pay ABC 2000"+ , "4a"+ , "4a."+ , "A4 A5" ] latentCorpus :: Corpus@@ -114,7 +117,11 @@ ] , examples (datetime (2013, 2, 12, 7, 0, 0) Hour) [ "7"+ , "7a" ]+ , examples (datetime (2013, 2, 12, 19, 0, 0) Hour)+ [ "7p"+ ] --, examples (datetime (1954, 1, 1, 0, 0, 0) Year) -- [ "1954" -- ]@@ -331,6 +338,17 @@ [ "next year" , "next yr" ]+ , examples (datetime (2014, 1, 1, 0, 0, 0) Year)+ [ "in 2014 A.D.",+ "in 2014 AD"+ ]+ , examples (datetime (-2014, 1, 1, 0, 0, 0) Year)+ [ "in 2014 B.C.",+ "in 2014 BC"+ ]+ , examples (datetime (14, 1, 1, 0, 0, 0) Year)+ [ "in 14 a.d."+ ] , examples (datetime (2013, 2, 10, 0, 0, 0) Day) [ "last sunday" , "sunday from last week"@@ -386,6 +404,19 @@ , examples (datetime (2014, 10, 6, 0, 0, 0) Week) [ "first week of october 2014" ]+ , examples (datetime (2018, 12, 10, 0, 0, 0) Week)+ [ "third last week of 2018"+ , "the third last week of 2018"+ , "the 3rd last week of 2018"+ ]+ , examples (datetime (2018, 10, 15, 0, 0, 0) Week)+ [ "2nd last week of October 2018"+ , "the second last week of October 2018"+ ]+ , examples (datetime (2013, 5, 27, 0, 0, 0) Day)+ [ "fifth last day of May"+ , "the 5th last day of May"+ ] , examples (datetime (2013, 10, 7, 0, 0, 0) Week) [ "the week of october 6th" ]@@ -439,6 +470,8 @@ , "3ish pm" , "3pm approximately" , "at about 3pm"+ , "at 3p"+ , "at 3p." ] , examples (datetime (2013, 2, 12, 15, 15, 0) Minute) [ "at 15 past 3pm"@@ -592,6 +625,10 @@ , "one week ago" , "1 week ago" ]+ , examples (datetime (2013, 1, 31, 0, 0, 0) Day)+ [ "2 thursdays back"+ , "2 thursdays ago"+ ] , examples (datetime (2013, 1, 22, 0, 0, 0) Day) [ "three weeks ago" ]@@ -628,6 +665,8 @@ ] , examples (datetimeInterval ((2013, 12, 18, 0, 0, 0), (2013, 12, 29, 0, 0, 0)) Day) [ "for 10 days from 18th Dec"+ , "from 18th Dec for 10 days"+ , "18th Dec for 10 days" ] , examples (datetimeInterval ((2013, 6, 21, 0, 0, 0), (2013, 9, 24, 0, 0, 0)) Day) [ "this Summer"@@ -1005,6 +1044,14 @@ , "from 2 pm" , "since 2pm" ]+ , examples (datetimeOpenInterval After (2014, 1, 1, 0, 0, 0) Year)+ [ "anytime after 2014"+ , "since 2014"+ ]+ , examples (datetimeOpenInterval Before (2014, 1, 1, 0, 0, 0) Year)+ [ "sometimes before 2014"+ , "through 2014"+ ] , examples (datetimeOpenInterval After (2013, 2, 17, 4, 0, 0) Hour) [ "after 5 days" ]@@ -1247,9 +1294,13 @@ ] , examples (datetimeIntervalHoliday ((2018, 9, 9, 0, 0, 0), (2018, 9, 12, 0, 0, 0)) Day "Rosh Hashanah") [ "rosh hashanah 2018"+ , "rosh hashana 2018"+ , "rosh hashanna 2018" ] , examples (datetimeIntervalHoliday ((2018, 12, 2, 0, 0, 0), (2018, 12, 10, 0, 0, 0)) Day "Hanukkah") [ "Chanukah 2018"+ , "hanukah 2018"+ , "hannukkah 2018" ] , examples (datetimeIntervalHoliday ((2018, 3, 30, 0, 0, 0), (2018, 4, 8, 0, 0, 0)) Day "Passover") [ "passover 2018"@@ -1383,5 +1434,21 @@ [ "holi 2019" , "dhulandi 2019" , "phagwah 2019"+ ]+ , examples (datetimeIntervalHoliday ((2013, 4, 26, 0, 0, 0), (2013, 4, 29, 0, 0, 0)) Day "Global Youth Service Day")+ [ "GYSD 2013"+ , "global youth service day"+ ]+ , examples (datetimeHoliday (2013, 5, 24, 0, 0, 0) Day "Vesak")+ [ "vesak"+ , "vaisakha"+ , "Buddha day"+ , "Buddha Purnima"+ ]+ , examples (datetimeIntervalHoliday ((2013, 3, 23, 20, 30, 0), (2013, 3, 23, 21, 31, 0)) Minute "Earth Hour")+ [ "earth hour"+ ]+ , examples (datetimeIntervalHoliday ((2016, 3, 19, 20, 30, 0), (2016, 3, 19, 21, 31, 0)) Minute "Earth Hour")+ [ "earth hour 2016" ] ]
Duckling/Time/EN/NZ/Corpus.hs view
@@ -92,4 +92,7 @@ [ "labour day of last year" , "Labour Day 2012" ]+ , examples (datetimeHoliday (2013, 4, 17, 0, 0, 0) Day "Administrative Professionals' Day")+ [ "admin day"+ ] ]
Duckling/Time/EN/NZ/Rules.hs view
@@ -80,7 +80,7 @@ -- Fixed day/week/month, year over year , ( "Administrative Professionals' Day"- , "(admin(istrative professionals'?)|secretaries'?) day"+ , "(administrative professional|secretarie|admin)('?s'?)? day" , nthDOWOfMonth 3 3 4 ) , ( "Father's Day", "father'?s?'? day", nthDOWOfMonth 1 7 9 ) , ( "Labour Day", "labour day", nthDOWOfMonth 4 1 10 )
Duckling/Time/EN/Rules.hs view
@@ -24,7 +24,7 @@ import Duckling.Dimensions.Types import Duckling.Duration.Helpers (duration) import Duckling.Duration.Types (DurationData (..))-import Duckling.Numeral.Helpers (parseInt)+import Duckling.Numeral.Helpers (isNatural, parseInt) import Duckling.Numeral.Types (NumeralData (..)) import Duckling.Ordinal.Types (OrdinalData (..)) import Duckling.Regex.Types@@ -57,7 +57,7 @@ , pattern = [ Predicate isNotLatent , regex "of|from|for|'s|,"- , Predicate $ or . sequence [isNotLatent, isGrainOfTime TG.Year]+ , Predicate isNotLatent ] , prod = \tokens -> case tokens of (Token Time td1:_:Token Time td2:_) ->@@ -65,6 +65,20 @@ _ -> Nothing } +ruleIntersectYear :: Rule+ruleIntersectYear = Rule+ { name = "intersect by \",\", \"of\", \"from\" for year"+ , pattern =+ [ Predicate isNotLatent+ , regex "of|from|,"+ , Predicate $ isGrainOfTime TG.Year+ ]+ , prod = \tokens -> case tokens of+ (Token Time td1:_:Token Time td2:_) ->+ Token Time . notLatent <$> intersect td1 td2+ _ -> Nothing+ }+ ruleAbsorbOnTime :: Rule ruleAbsorbOnTime = Rule { name = "on <date>"@@ -324,6 +338,20 @@ _ -> Nothing } +ruleYearADBC :: Rule+ruleYearADBC = Rule+ { name = "<year> (bc|ad)"+ , pattern =+ [ Predicate $ isIntegerBetween (-10000) 10000+ , regex "(a\\.?d\\.?|b\\.?c\\.?)"+ ]+ , prod = \case+ (token:Token RegexMatch (GroupMatch (ab:_)):_) -> do+ y <- getIntValue token+ tt . yearADBC $ if Text.head (Text.toLower ab) == 'b' then -y else y+ _ -> Nothing+ }+ ruleDOMLatent :: Rule ruleDOMLatent = Rule { name = "<day-of-month> (ordinal)"@@ -574,9 +602,12 @@ { name = "<time-of-day> am|pm" , pattern = [ Predicate isATimeOfDay- , regex "(in the )?([ap])(\\s|\\.)?m?\\.?"+ , regex "(in the )?([ap])(\\s|\\.)?(m?)\\.?" ] , prod = \tokens -> case tokens of+ (Token Time td@TimeData {TTime.latent = True}:+ Token RegexMatch (GroupMatch (_:ap:_:"":_)):_) ->+ tt . mkLatent $ timeOfDayAMPM (Text.toLower ap == "a") td (Token Time td:Token RegexMatch (GroupMatch (_:ap:_)):_) -> tt $ timeOfDayAMPM (Text.toLower ap == "a") td _ -> Nothing@@ -1162,39 +1193,39 @@ _ -> Nothing } -ruleIntervalUntilTOD :: Rule-ruleIntervalUntilTOD = Rule- { name = "until <time-of-day>"+ruleIntervalUntilTime :: Rule+ruleIntervalUntilTime = Rule+ { name = "until <time>" , pattern = [ regex "(anytime |sometimes? )?(before|(un)?til(l)?|through|up to)" , dimension Time ] , prod = \tokens -> case tokens of- (_:Token Time td:_) -> tt $ withDirection TTime.Before td+ (_:Token Time td:_) -> tt . withDirection TTime.Before $ notLatent td _ -> Nothing } -ruleIntervalAfterFromSinceTOD :: Rule-ruleIntervalAfterFromSinceTOD = Rule- { name = "from|since|after <time-of-day>"+ruleIntervalAfterFromSinceTime :: Rule+ruleIntervalAfterFromSinceTime = Rule+ { name = "from|since|after <time>" , pattern = [ regex "from|since|(anytime |sometimes? )?after" , dimension Time ] , prod = \tokens -> case tokens of- (_:Token Time td:_) -> tt $ withDirection TTime.After td+ (_:Token Time td:_) -> tt . withDirection TTime.After $ notLatent td _ -> Nothing } ruleDaysOfWeek :: [Rule] ruleDaysOfWeek = mkRuleDaysOfWeek- [ ( "Monday" , "monday|mon\\.?" )- , ( "Tuesday" , "tuesday|tues?\\.?" )- , ( "Wednesday", "wed?nesday|wed\\.?" )- , ( "Thursday" , "thursday|thu(rs?)?\\.?" )- , ( "Friday" , "friday|fri\\.?" )- , ( "Saturday" , "saturday|sat\\.?" )- , ( "Sunday" , "sunday|sun\\.?" )+ [ ( "Monday" , "mondays?|mon\\.?" )+ , ( "Tuesday" , "tuesdays?|tues?\\.?" )+ , ( "Wednesday", "wed?nesdays?|wed\\.?" )+ , ( "Thursday" , "thursdays?|thu(rs?)?\\.?" )+ , ( "Friday" , "fridays?|fri\\.?" )+ , ( "Saturday" , "saturdays?|sat\\.?" )+ , ( "Sunday" , "sundays?|sun\\.?" ) ] ruleMonths :: [Rule]@@ -1553,6 +1584,10 @@ , ( "World Philosophy Day", "world philosophy day", nthDOWOfMonth 3 4 11 ) , ( "World Religion Day", "world religion day", nthDOWOfMonth 3 7 1 ) , ( "World Sight Day", "world sight day", nthDOWOfMonth 2 4 10 )++ -- Other+ , ( "Boss's Day", "boss'?s?( day)?"+ , predNthClosest 0 weekday (monthDay 10 16) ) ] ruleComputedHolidays :: [Rule]@@ -1662,6 +1697,8 @@ , cycleNthAfter False TG.Day 9 navaratri ) -- 15th day of Shevat , ( "Tu BiShvat", "tu b[i']shvat", tuBishvat )+ -- day of the full moon in May in the Gregorian calendar+ , ( "Vesak", "v(e|ai)sak(ha)?|buddha (day|purnima)", vesak ) , ( "Yom Ha'atzmaut", "yom ha'?atzmaut", yomHaatzmaut ) , ( "Yom HaShoah" , "yom hashoah|yom hazikaron lashoah ve-lag'vurah|holocaust (remembrance )?day"@@ -1669,19 +1706,19 @@ , ( "Yom Kippur", "yom\\s+kippur", cycleNthAfter False TG.Day 9 roshHashana ) , ( "Whit Monday", "(pentecost|whit)\\s+monday|monday of the holy spirit" , cycleNthAfter False TG.Day 50 easterSunday )-- -- Other- , ( "Boss's Day", "boss'?s?( day)?"- , predNthClosest 0 weekday (monthDay 10 16) ) ] ruleComputedHolidays' :: [Rule] ruleComputedHolidays' = mkRuleHolidays'- [ ( "Great Lent", "great\\s+(fast|lent)"+ [ ( "Global Youth Service Day", "global youth service day|gysd"+ , let start = globalYouthServiceDay+ end = cycleNthAfter False TG.Day 2 globalYouthServiceDay+ in interval TTime.Open start end )+ , ( "Great Lent", "great\\s+(fast|lent)" , let start = cycleNthAfter False TG.Day (-48) orthodoxEaster end = cycleNthAfter False TG.Day (-9) orthodoxEaster in interval TTime.Open start end )- , ( "Hanukkah", "c?hanukk?ah"+ , ( "Hanukkah", "c?hann?ukk?ah" , let start = chanukah end = cycleNthAfter False TG.Day 7 chanukah in interval TTime.Open start end )@@ -1701,7 +1738,7 @@ , let start = ramadan end = cycleNthAfter False TG.Day (-1) eidalFitr in interval TTime.Open start end )- , ( "Rosh Hashanah", "rosh hashanah|yom teruah"+ , ( "Rosh Hashanah", "rosh hashann?ah?|yom teruah" , let start = roshHashana end = cycleNthAfter False TG.Day 2 roshHashana in interval TTime.Open start end )@@ -1713,6 +1750,18 @@ , let start = cycleNthAfter False TG.Day 14 roshHashana end = cycleNthAfter False TG.Day 22 roshHashana in interval TTime.Open start end )++ -- Other+ -- Last Saturday of March unless it falls on Holy Saturday+ -- In which case it's the Saturday before+ , ( "Earth Hour", "earth hour"+ , let holySaturday = cycleNthAfter False TG.Day (-1) easterSunday+ tentative = predLastOf (dayOfWeek 6) (month 3)+ alternative = cycleNthAfter False TG.Day (-7) tentative+ in do+ day <- intersectWithReplacement holySaturday tentative alternative+ start <- intersect day $ hourMinute True 20 30+ interval TTime.Closed start $ cycleNthAfter False TG.Minute 60 start ) ] ruleCycleThisLastNext :: Rule@@ -1804,6 +1853,23 @@ _ -> Nothing } +ruleCycleLastOrdinalOfTime :: Rule+ruleCycleLastOrdinalOfTime = Rule+ { name = "<ordinal> last <cycle> of <time>"+ , pattern =+ [ dimension Ordinal+ , regex "last"+ , dimension TimeGrain+ , regex "of|in|from"+ , dimension Time+ ]+ , prod = \tokens -> case tokens of+ (token:_:Token TimeGrain grain:_:Token Time td:_) -> do+ n <- getIntValue token+ tt . cycleNthAfter True grain (-n) . cycleNthAfter True (timeGrain td) 1 $ td+ _ -> Nothing+ }+ ruleCycleTheOrdinalOfTime :: Rule ruleCycleTheOrdinalOfTime = Rule { name = "the <ordinal> <cycle> of <time>"@@ -1821,6 +1887,24 @@ _ -> Nothing } +ruleCycleTheLastOrdinalOfTime :: Rule+ruleCycleTheLastOrdinalOfTime = Rule+ { name = "the <ordinal> last <cycle> of <time>"+ , pattern =+ [ regex "the"+ , dimension Ordinal+ , regex "last"+ , dimension TimeGrain+ , regex "of|in|from"+ , dimension Time+ ]+ , prod = \tokens -> case tokens of+ (_:token:_:Token TimeGrain grain:_:Token Time td:_) -> do+ n <- getIntValue token+ tt . cycleNthAfter True grain (-n) . cycleNthAfter True (timeGrain td) 1 $ td+ _ -> Nothing+ }+ ruleCycleTheOfTime :: Rule ruleCycleTheOfTime = Rule { name = "the <cycle> of <time>"@@ -1952,6 +2036,20 @@ _ -> Nothing } +ruleNDOWago :: Rule+ruleNDOWago = Rule+ { name = "<integer> <named-day> ago|back"+ , pattern =+ [ Predicate isNatural+ , Predicate isADayOfWeek+ , regex "ago|back"+ ]+ , prod = \tokens -> case tokens of+ (Token Numeral NumeralData{TNumeral.value = v}:Token Time td:_) ->+ tt $ predNth (- (floor v)) False td+ _ -> Nothing+ }+ ruleDurationHenceAgo :: Rule ruleDurationHenceAgo = Rule { name = "<duration> hence|ago"@@ -2046,6 +2144,35 @@ _ -> Nothing } +ruleIntervalTimeForDuration :: Rule+ruleIntervalTimeForDuration = Rule+ { name = "<time> for <duration>"+ , pattern =+ [ Predicate isNotLatent+ , regex "for"+ , dimension Duration+ ]+ , prod = \tokens -> case tokens of+ (Token Time td1:_:Token Duration dd:_) ->+ Token Time <$> interval TTime.Open td1 (durationAfter dd td1)+ _ -> Nothing+}++ruleIntervalFromTimeForDuration :: Rule+ruleIntervalFromTimeForDuration = Rule+ { name = "from <time> for <duration>"+ , pattern =+ [ regex "(from|starting|beginning|after|starting from)"+ , Predicate isNotLatent+ , regex "for"+ , dimension Duration+ ]+ , prod = \tokens -> case tokens of+ (_:Token Time td1:_:Token Duration dd:_) ->+ Token Time <$> interval TTime.Open td1 (durationAfter dd td1)+ _ -> Nothing+}+ ruleTimezone :: Rule ruleTimezone = Rule { name = "<time> timezone"@@ -2064,6 +2191,7 @@ rules = [ ruleIntersect , ruleIntersectOf+ , ruleIntersectYear , ruleAbsorbOnTime , ruleAbsorbOnADOW , ruleAbsorbInMonthYear@@ -2082,6 +2210,7 @@ , ruleNthTimeAfterTime , ruleTheNthTimeAfterTime , ruleYearLatent+ , ruleYearADBC , ruleTheDOMNumeral , ruleTheDOMOrdinal , ruleDOMLatent@@ -2138,14 +2267,16 @@ , ruleIntervalTODBetween , ruleIntervalBy , ruleIntervalByTheEndOf- , ruleIntervalUntilTOD- , ruleIntervalAfterFromSinceTOD+ , ruleIntervalUntilTime+ , ruleIntervalAfterFromSinceTime , ruleCycleTheAfterBeforeTime , ruleCycleThisLastNext , ruleDOMOfTimeMonth , ruleCycleAfterBeforeTime , ruleCycleOrdinalOfTime+ , ruleCycleLastOrdinalOfTime , ruleCycleTheOrdinalOfTime+ , ruleCycleTheLastOrdinalOfTime , ruleCycleTheOfTime , ruleCycleOrdinalAfterTime , ruleCycleTheOrdinalAfterTime@@ -2154,11 +2285,14 @@ , ruleCycleOrdinalQuarterYear , ruleDurationInWithinAfter , ruleDurationLastNext+ , ruleNDOWago , ruleDurationHenceAgo , ruleDayDurationHenceAgo , ruleDayInDuration , ruleDurationAfterBeforeTime , ruleIntervalForDurationFrom+ , ruleIntervalFromTimeForDuration+ , ruleIntervalTimeForDuration , ruleInNumeral , ruleTimezone , rulePartOfMonth
Duckling/Time/EN/US/Corpus.hs view
@@ -141,4 +141,56 @@ [ "Groundhog day" , "groundhogs day" ]+ , examples (datetimeHoliday (2011, 4, 15, 0, 0, 0) Day "Emancipation Day")+ [ "emancipation day 2011"+ ]+ , examples (datetimeHoliday (2012, 4, 16, 0, 0, 0) Day "Emancipation Day")+ [ "emancipation day 2012"+ ]+ , examples (datetimeHoliday (2017, 4, 17, 0, 0, 0) Day "Emancipation Day")+ [ "emancipation day 2017"+ ]+ , examples (datetimeHoliday (2011, 4, 18, 0, 0, 0) Day "Tax Day")+ [ "tax day 2011"+ , "tax day two years ago"+ ]+ , examples (datetimeHoliday (2012, 4, 17, 0, 0, 0) Day "Tax Day")+ [ "tax day 2012"+ , "tax day last year"+ ]+ , examples (datetimeHoliday (2013, 4, 15, 0, 0, 0) Day "Tax Day")+ [ "next tax day"+ , "tax day 2013"+ ]+ , examples (datetimeHoliday (2017, 4, 18, 0, 0, 0) Day "Tax Day")+ [ "tax day 2017"+ , "tax day in 4 years"+ ]+ , examples (datetimeHoliday (2013, 4, 10, 0, 0, 0) Day "Siblings Day")+ [ "siblings day"+ , "national sibling day"+ ]+ , examples (datetimeHoliday (2016, 4, 27, 0, 0, 0) Day "Administrative Professionals' Day")+ [ "administrative professionals' day 2016"+ , "administrative professionals day 2016"+ , "administrative professional day 2016"+ , "administrative professional's day of 2016"+ , "secretaries' day 2016"+ , "admins day 2016"+ ]+ , examples (datetimeHoliday (2010, 4, 21, 0, 0, 0) Day "Administrative Professionals' Day")+ [ "administrative professionals' day 2010"+ ]+ , examples (datetimeHoliday (2019, 4, 24, 0, 0, 0) Day "Administrative Professionals' Day")+ [ "administrative professionals' day 2019"+ ]+ , examples (datetimeIntervalHoliday ((2013, 4, 26, 0, 0, 0), (2013, 4, 29, 0, 0, 0)) Day "Global Youth Service Day")+ [ "national youth service day"+ ]+ , examples (datetimeIntervalHoliday ((2018, 5, 20, 0, 0, 0), (2018, 5, 27, 0, 0, 0)) Day "Emergency Medical Services Week")+ [ "ems week 2018"+ ]+ , examples (datetimeHoliday (2018, 5, 23, 0, 0, 0) Day "Emergency Medical Services for Children Day")+ [ "emsc day 2018"+ ] ]
Duckling/Time/EN/US/Rules.hs view
@@ -21,6 +21,7 @@ import Duckling.Dimensions.Types import Duckling.Numeral.Helpers (parseInt) import Duckling.Regex.Types+import Duckling.Time.Computed import Duckling.Time.Helpers import Duckling.Time.Types (TimeData (..)) import Duckling.Types@@ -98,7 +99,6 @@ , ( "D-Day", "d\\-day", monthDay 6 6 ) , ( "Day After Christmas Day", "day after christmas day", monthDay 12 26 ) , ( "Elizabeth Peratrovich Day", "elizabeth peratrovich day", monthDay 2 16 )- , ( "Emancipation Day", "emancipation day", monthDay 4 16 ) , ( "Evacuation Day", "evacuation day", monthDay 3 17 ) , ( "Father Damien Day", "father damien day", monthDay 4 15 ) , ( "Feast of Our Lady of Guadalupe", "feast of our lady of guadalupe", monthDay 12 12 )@@ -142,6 +142,7 @@ , ( "San Jacinto Day", "san jacinto day", monthDay 4 21 ) , ( "Self-Injury Awareness Day", "self\\-injury awareness day", monthDay 3 1 ) , ( "Senior Citizens Day", "senior citizens day", monthDay 8 21 )+ , ( "Siblings Day", "(national )?sibling'?s?'? day", monthDay 4 10 ) , ( "St Nicholas' Day", "st\\.? nicholas'? day", monthDay 12 6 ) , ( "St. David's Day", "st\\.? david'?s day", monthDay 3 1 ) , ( "Statehood Day", "statehood day", monthDay 6 1 )@@ -230,14 +231,54 @@ , "(george )?washington'?s? (birth)?day|president'?s?'? day|daisy gatson bates'? day" , nthDOWOfMonth 3 1 2 )++ -- Wednesday of the last full week of April, where a full week starts on+ -- Sunday and ends on Saturday.+ , ( "Administrative Professionals' Day"+ , "(administrative professional|secretarie|admin)('?s'?)? day"+ , cycleNthAfter False TG.Day (-3) $+ predNthAfter (-1) (dayOfWeek 6) (monthDay 5 1) )+ -- Wednesday of the 3rd full week in May, starting on a Sunday+ , ( "Emergency Medical Services for Children Day"+ , "(national )?(emsc|emergency medical services for children) day"+ , cycleNthAfter False TG.Day 3 $ predNthAfter 2 (dayOfWeek 7) (monthDay 5 1)+ )++ -- Other+ , ( "Emancipation Day", "emancipation day"+ , predNthClosest 0 weekday $ monthDay 4 16 ) ] rulePeriodicHolidays' :: [Rule] rulePeriodicHolidays' = mkRuleHolidays' -- Fixed dates, year over year [ ( "Kwanzaa", "kwanzaa", interval TTime.Open (monthDay 12 26) (monthDay 1 1) )++ -- 3rd full week in May, starting on a Sunday+ , ( "Emergency Medical Services Week"+ , "(national )?(ems|emergency medical services) week"+ , let start = predNthAfter 2 (dayOfWeek 7) (monthDay 5 1)+ end = cycleNthAfter False TG.Day 6 start+ in interval TTime.Open start end )++ -- Other+ -- First weekday on or after April 15 if different than Emancipation Day+ -- Otherwise, first weekday following Emancipation Day+ , ( "Tax Day", "tax day"+ , let emancipationDay = predNthClosest 0 weekday $ monthDay 4 16+ tentative = predNthAfter 0 weekday $ monthDay 4 15+ alternative = predNthAfter 1 weekday emancipationDay+ in intersectWithReplacement emancipationDay tentative alternative ) ] +ruleComputedHolidays' :: [Rule]+ruleComputedHolidays' = mkRuleHolidays'+ [ ( "Global Youth Service Day", "national youth service day"+ , let start = globalYouthServiceDay+ end = cycleNthAfter False TG.Day 2 globalYouthServiceDay+ in interval TTime.Open start end )+ ]+ rulesBackwardCompatible :: [Rule] rulesBackwardCompatible = [ ruleMMDD@@ -250,3 +291,4 @@ rules = rulesBackwardCompatible ++ rulePeriodicHolidays ++ rulePeriodicHolidays'+ ++ ruleComputedHolidays'
Duckling/Time/EN/ZA/Corpus.hs view
@@ -97,4 +97,7 @@ [ "heroes' day" , "kruger day" ]+ , examples (datetimeHoliday (2013, 9, 4, 0, 0, 0) Day "Administrative Professionals' Day")+ [ "admin day"+ ] ]
Duckling/Time/EN/ZA/Rules.hs view
@@ -82,6 +82,9 @@ , ( "Workers' Day", "workers'? day", monthDay 5 1 ) -- Fixed day/week/month, year over year+ , ( "Administrative Professionals' Day"+ , "(administrative professional|secretarie|admin)('?s'?)? day"+ , nthDOWOfMonth 1 3 9 ) , ( "Father's Day", "father'?s?'? day", nthDOWOfMonth 3 7 6 ) , ( "Mother's Day", "mother'?s?'? day", nthDOWOfMonth 2 7 5 ) , ( "Thanksgiving Day", "thanks?giving( day)?", nthDOWOfMonth 4 4 11 )
Duckling/Time/Helpers.hs view
@@ -24,7 +24,7 @@ , month, monthDay, notLatent, now, nthDOWOfMonth, partOfDay, predLastOf , predNth, predNthAfter, predNthClosest, season, second, timeOfDayAMPM , weekday, weekend, withDirection, year, yearMonthDay, tt, durationIntervalAgo- , inDurationInterval+ , inDurationInterval, intersectWithReplacement, yearADBC -- Other , getIntValue, timeComputed -- Rule constructors@@ -32,6 +32,7 @@ , mkRuleSeasons, mkRuleHolidays, mkRuleHolidays' ) where +import Control.Applicative ((<|>)) import Data.Maybe import Data.Ord (comparing) import Data.Text (Text)@@ -58,6 +59,7 @@ , mkYearPredicate , mkIntersectPredicate , mkTimeIntervalsPredicate+ , mkReplaceIntersectPredicate , runPredicate , AMPM(..) )@@ -114,7 +116,6 @@ timeMonth :: Int -> TTime.Predicate timeMonth n = mkMonthPredicate n --- | Converts 2-digits to a year between 1950 and 2050 timeYear :: Int -> TTime.Predicate timeYear n = mkYearPredicate n @@ -226,6 +227,11 @@ timeCompose :: TTime.Predicate -> TTime.Predicate -> TTime.Predicate timeCompose pred1 pred2 = mkIntersectPredicate pred1 pred2 +timeComposeWithReplacement+ :: TTime.Predicate -> TTime.Predicate -> TTime.Predicate -> TTime.Predicate+timeComposeWithReplacement pred1 pred2 pred3 =+ mkReplaceIntersectPredicate pred1 pred2 pred3+ addDuration :: DurationData -> TTime.TimeObject -> TTime.TimeObject addDuration (DurationData n g) t = TTime.timePlus t g $ toInteger n @@ -350,27 +356,33 @@ | TTime.isEmptyPredicate pred -> Nothing res -> Just res +intersectWithReplacement :: TimeData -> TimeData -> TimeData -> Maybe TimeData+intersectWithReplacement+ (TimeData pred1 _ g1 _ _ _ _ h1)+ (TimeData pred2 _ g2 _ _ _ _ h2)+ (TimeData pred3 _ g3 _ _ _ _ h3)+ | g1 == g2 && g2 == g3 = Just $ TTime.timedata'+ { TTime.timePred = timeComposeWithReplacement pred1 pred2 pred3+ , TTime.timeGrain = g1+ , TTime.direction = Nothing+ , TTime.holiday = h1 <|> h2 <|> h3+ }+ | otherwise = Nothing+ intersect' :: (TimeData, TimeData) -> TimeData intersect' (TimeData pred1 _ g1 _ _ d1 _ h1, TimeData pred2 _ g2 _ _ d2 _ h2) | g1 < g2 = TTime.timedata' { TTime.timePred = timeCompose pred1 pred2 , TTime.timeGrain = g1- , TTime.direction = dir- , TTime.holiday = hol+ , TTime.direction = d1 <|> d2+ , TTime.holiday = h1 <|> h2 } | otherwise = TTime.timedata' { TTime.timePred = timeCompose pred2 pred1 , TTime.timeGrain = g2- , TTime.direction = dir- , TTime.holiday = hol+ , TTime.direction = d1 <|> d2+ , TTime.holiday = h1 <|> h2 }- where- dir = case catMaybes [d1, d2] of- [] -> Nothing- (x:_) -> Just x- hol = case catMaybes [h1, h2] of- [] -> Nothing- (h:_) -> Just h now :: TimeData now = td {TTime.timeGrain = TG.NoGrain}@@ -404,8 +416,15 @@ month n = form TTime.Month {TTime.month = n} $ TTime.timedata' {TTime.timePred = timeMonth n, TTime.timeGrain = TG.Month} +-- | Converts 2-digits to a year between 1950 and 2050 year :: Int -> TimeData-year n = TTime.timedata' {TTime.timePred = timeYear n, TTime.timeGrain = TG.Year}+year n = TTime.timedata'{TTime.timePred = timeYear y, TTime.timeGrain = TG.Year}+ where+ y = if n <= 99 then mod (n + 50) 100 + 2000 - 50 else n++yearADBC :: Int -> TimeData+yearADBC n =+ TTime.timedata'{TTime.timePred = timeYear n, TTime.timeGrain = TG.Year} yearMonthDay :: Int -> Int -> Int -> TimeData yearMonthDay y m d = intersect' (intersect' (year y, month m), dayOfMonth d)
+ Duckling/Time/NL/BE/Corpus.hs view
@@ -0,0 +1,27 @@+-- Copyright (c) 2016-present, Facebook, Inc.+-- All rights reserved.+--+-- This source code is licensed under the BSD-style license found in the+-- LICENSE file in the root directory of this source tree. An additional grant+-- of patent rights can be found in the PATENTS file in the same directory.++{-# LANGUAGE OverloadedStrings #-}++module Duckling.Time.NL.BE.Corpus+ ( allExamples+ ) where++import Data.String+import Prelude++import Duckling.Testing.Types hiding (examples)+import Duckling.Time.Corpus+import Duckling.Time.Types hiding (Month)+import Duckling.TimeGrain.Types++allExamples :: [Example]+allExamples = concat+ [ examples (datetimeHoliday (2013, 12, 6, 0, 0, 0) Day "Sinterklaas")+ [ "Sinterklaas"+ ]+ ]
+ Duckling/Time/NL/BE/Rules.hs view
@@ -0,0 +1,26 @@+-- Copyright (c) 2016-present, Facebook, Inc.+-- All rights reserved.+--+-- This source code is licensed under the BSD-style license found in the+-- LICENSE file in the root directory of this source tree. An additional grant+-- of patent rights can be found in the PATENTS file in the same directory.+++{-# LANGUAGE GADTs #-}+{-# LANGUAGE NoRebindableSyntax #-}+{-# LANGUAGE OverloadedStrings #-}++module Duckling.Time.NL.BE.Rules+ ( rules+ ) where++import Duckling.Time.Helpers+import Duckling.Types++ruleHolidays :: [Rule]+ruleHolidays = mkRuleHolidays+ [ ( "Sinterklaas", "sinterklaas", monthDay 12 6 )+ ]++rules :: [Rule]+rules = ruleHolidays
Duckling/Time/NL/Corpus.hs view
@@ -10,6 +10,7 @@ module Duckling.Time.NL.Corpus ( corpus+ , defaultCorpus , negativeCorpus ) where @@ -29,6 +30,17 @@ corpus :: Corpus corpus = (context, testOptions, allExamples) +defaultCorpus :: Corpus+defaultCorpus = (context, testOptions, allExamples ++ custom)+ where+ custom = concat+ [ examples (datetimeHoliday (2013, 12, 5, 0, 0, 0) Day "Sinterklaas")+ [ "Sinterklaas"+ , "Pakjesavond"+ , "Sinterklaasavond"+ ]+ ]+ negativeCorpus :: NegativeCorpus negativeCorpus = (context, testOptions, examples) where@@ -449,11 +461,6 @@ ] , examples (datetimeHoliday (2013, 11, 1, 0, 0, 0) Day "Allerheiligen") [ "Allerheiligen"- ]- , examples (datetimeHoliday (2013, 12, 5, 0, 0, 0) Day "Sinterklaas")- [ "Sinterklaas"- , "Pakjesavond"- , "Sinterklaasavond" ] , examples (datetimeInterval ((2013, 2, 12, 18, 0, 0), (2013, 2, 13, 0, 0, 0)) Hour) [ "vanavond"
+ Duckling/Time/NL/NL/Rules.hs view
@@ -0,0 +1,23 @@+-- Copyright (c) 2016-present, Facebook, Inc.+-- All rights reserved.+--+-- This source code is licensed under the BSD-style license found in the+-- LICENSE file in the root directory of this source tree. An additional grant+-- of patent rights can be found in the PATENTS file in the same directory.+++{-# LANGUAGE GADTs #-}+{-# LANGUAGE NoRebindableSyntax #-}+{-# LANGUAGE OverloadedStrings #-}++module Duckling.Time.NL.NL.Rules+ ( rulesBackwardCompatible+ ) where++import Duckling.Time.Helpers+import Duckling.Types++rulesBackwardCompatible :: [Rule]+rulesBackwardCompatible = mkRuleHolidays+ [ ( "Sinterklaas", "sinterklaas(avond)?|pakjesavond", monthDay 12 5 )+ ]
Duckling/Time/NL/Rules.hs view
@@ -81,30 +81,17 @@ ruleHolidays :: [Rule] ruleHolidays = mkRuleHolidays- [ ( "Nieuwjaarsdag" , "nieuwjaars?(dag)?"- , monthDay 1 1 )- , ( "Valentijnsdag" , "valentijns?(dag)?"- , monthDay 2 14 )- , ( "Halloween" , "hall?oween?"- , monthDay 10 31 )- , ( "Koningsdag" , "konings?dag"- , monthDay 4 27 )- , ( "Allerheiligen" , "allerheiligen?|aller heiligen?"- , monthDay 11 1 )- , ( "Sinterklaas" , "sinterklaas(avond)?|pakjesavond"- , monthDay 12 5 )- , ( "Kerstavond" , "kerstavond"- , monthDay 12 24 )- , ( "Tweede Kerstdag", "tweede kerstdag"- , monthDay 12 26 )- , ( "Kerstmis" , "kerstmis|(eerste )?kerstdag|kerst"- , monthDay 12 25 )- , ( "Oudjaar" , "oudjaar|oudejaars?avond"- , monthDay 12 31 )- , ( "Moederdag" , "moederdag"- , nthDOWOfMonth 2 7 5 )- , ( "Vaderdag" , "vaderdag"- , nthDOWOfMonth 3 7 6 )+ [ ( "Nieuwjaarsdag", "nieuwjaars?(dag)?", monthDay 1 1 )+ , ( "Valentijnsdag", "valentijns?(dag)?", monthDay 2 14 )+ , ( "Halloween", "hall?oween?", monthDay 10 31 )+ , ( "Koningsdag", "konings?dag", monthDay 4 27 )+ , ( "Allerheiligen", "allerheiligen?|aller heiligen?", monthDay 11 1 )+ , ( "Kerstavond", "kerstavond", monthDay 12 24 )+ , ( "Tweede Kerstdag", "tweede kerstdag", monthDay 12 26 )+ , ( "Kerstmis", "kerstmis|(eerste )?kerstdag|kerst", monthDay 12 25 )+ , ( "Oudjaar", "oudjaar|oudejaars?avond", monthDay 12 31 )+ , ( "Moederdag", "moederdag", nthDOWOfMonth 2 7 5 )+ , ( "Vaderdag", "vaderdag", nthDOWOfMonth 3 7 6 ) ] ruleRelativeMinutesToOrAfterIntegerPartOfDay :: Rule
Duckling/Time/Types.hs view
@@ -16,9 +16,7 @@ module Duckling.Time.Types where -import Control.Arrow ((***)) import Control.DeepSeq-import Control.Monad (join) import Data.Aeson import Data.Foldable (find) import Data.Hashable@@ -237,6 +235,7 @@ } | IntersectPredicate Predicate Predicate | TimeIntervalsPredicate TimeIntervalType Predicate Predicate+ | ReplaceIntersectPredicate Predicate Predicate Predicate deriving Show {-# ANN runPredicate ("HLint: ignore Use foldr1OrError" :: String) #-}@@ -265,6 +264,8 @@ runIntersectPredicate pred1 pred2 runPredicate (TimeIntervalsPredicate ty pred1 pred2) = runTimeIntervalsPredicate ty pred1 pred2+runPredicate (ReplaceIntersectPredicate pred1 pred2 pred3) =+ runReplaceIntersectPredicate pred1 pred2 pred3 -- Don't use outside this module, use a smart constructor emptyTimeDatePredicate :: Predicate@@ -332,6 +333,10 @@ | otherwise = Nothing mkIntersectPredicate pred1 pred2 = IntersectPredicate pred1 pred2 +mkReplaceIntersectPredicate :: Predicate -> Predicate -> Predicate -> Predicate+mkReplaceIntersectPredicate pred1 pred2 pred3 =+ ReplaceIntersectPredicate pred1 pred2 pred3+ mkTimeIntervalsPredicate :: TimeIntervalType -> Predicate -> Predicate -> Predicate mkTimeIntervalsPredicate _ a@EmptyPredicate{} _ = a@@ -541,7 +546,6 @@ then rounded else timePlus rounded TG.Year 1 --- | Converts 2-digits to a year between 1950 and 2050 runYearPredicate :: Int -> SeriesPredicate runYearPredicate n = series where@@ -552,13 +556,48 @@ where Time.UTCTime day _ = start t (tyear, _, _) = Time.toGregorian day- year = toInteger $ if n <= 99 then mod (n + 50) 100 + 2000 - 50 else n+ year = toInteger n y = timePlus (timeRound t TG.Year) TG.Year $ year - tyear -- Limits how deep into lists of segments to look safeMax :: Int safeMax = 10 +runReplaceIntersectPredicate+ :: Predicate -> Predicate -> Predicate -> SeriesPredicate+runReplaceIntersectPredicate pred1 pred2 pred3 = runComposeWithReplacement+ (runPredicate pred1) (runPredicate pred2) (runPredicate pred3)++-- If pred1 intersects with pred2, returns pred3 otherwise pred2+-- Caveat: only works if all predicates are aligned (e.g. once a year)+runComposeWithReplacement+ :: SeriesPredicate -> SeriesPredicate -> SeriesPredicate -> SeriesPredicate+runComposeWithReplacement pred1 pred2 pred3 = series+ where+ series nowTime context = (backward, forward)+ where+ (past1, future1) = pred1 nowTime context+ (past2, future2) = pred2 nowTime context+ (past3, future3) = pred3 nowTime context++ computeSerie :: [[TimeObject]] -> [TimeObject]+ computeSerie [tokens1,tokens2,tokens3] =+ zipWith3 (\token1 token2 token3 -> case timeIntersect token1 token2 of+ Just _ -> token3+ Nothing -> token2+ ) tokens1 tokens2 tokens3+ computeSerie _ = []++ backwardBounded =+ takeWhile (\t -> timeStartsBeforeTheEndOf (minTime context) t)+ . take safeMax+ forwardBounded =+ takeWhile (\t -> timeStartsBeforeTheEndOf t (maxTime context))+ . take safeMax++ backward = computeSerie $ map backwardBounded [past1, past2, past3]+ forward = computeSerie $ map forwardBounded [future1, future2, future3]+ runIntersectPredicate :: Predicate -> Predicate -> SeriesPredicate runIntersectPredicate pred1 pred2 = runCompose (runPredicate pred1) (runPredicate pred2)@@ -676,7 +715,7 @@ timezoneOffset (Time.TimeZone t _ _) = Text.concat [sign, hh, ":", mm] where (sign, t') = if t < 0 then ("-", negate t) else ("+", t)- (hh, mm) = join (***) (pad 2) $ divMod t' 60+ (hh, mm) = both (pad 2) $ divMod t' 60 -- | Return a RFC3339 formatted time, e.g. "2013-02-12T04:30:00.000-02:00". -- | Backward-compatible with Duckling: fraction of second is milli and padded.
Duckling/Time/ZH/Corpus.hs view
@@ -461,39 +461,65 @@ , "今晚8點" , "今晚八點" ]- , examples (datetime (2014, 1, 1, 0, 0, 0) Day)+ , examples (datetimeHoliday (2014, 1, 1, 0, 0, 0) Day "元旦") [ "元旦" , "元旦节" , "元旦節"- ]- , examples (datetime (2013, 2, 14, 0, 0, 0) Day)- [ "情人节"- , "情人節"+ , "阳历新年" ]- , examples (datetime (2013, 3, 8, 0, 0, 0) Day)+ , examples (datetimeHoliday (2013, 3, 8, 0, 0, 0) Day "妇女节") [ "妇女节" , "婦女節" ]- , examples (datetime (2013, 5, 1, 0, 0, 0) Day)+ , examples (datetimeHoliday (2013, 5, 1, 0, 0, 0) Day "劳动节") [ "劳动节" , "勞動節"+ , "五一国际劳动节" ]- , examples (datetime (2013, 6, 1, 0, 0, 0) Day)+ , examples (datetimeHoliday (2013, 6, 1, 0, 0, 0) Day "儿童节") [ "儿童节" , "兒童節"+ , "国际儿童节" ]- , examples (datetime (2013, 8, 1, 0, 0, 0) Day)+ , examples (datetimeHoliday (2013, 8, 1, 0, 0, 0) Day "建军节") [ "建军节"+ , "八一建軍節" , "建軍節" ]- , examples (datetime (2013, 12, 25, 0, 0, 0) Day)+ , examples (datetimeHoliday (2013, 12, 25, 0, 0, 0) Day "圣诞节") [ "圣诞" , "聖誕" , "圣诞节" , "聖誕節" ]- , examples (datetime (2013, 6, 1, 15, 15, 0) Minute)+ , examples (datetimeHoliday (2013, 4, 1, 0, 0, 0) Day "愚人节")+ [ "愚人节"+ , "愚人節"+ ]+ , examples (datetimeHoliday (2013, 10, 31, 0, 0, 0) Day "万圣节")+ [ "万圣节"+ , "萬聖節"+ ]+ , examples (datetimeHoliday (2013, 12, 20, 0, 0, 0) Day "澳门回归纪念日")+ [ "澳门回归纪念日"+ , "澳門回歸紀念日"+ ]+ , examples (datetimeHoliday (2013, 2, 14, 0, 0, 0) Day "情人节")+ [ "情人节"+ , "情人節"+ , "圣瓦伦丁节"+ ]+ , examples (datetimeHoliday (2013, 3, 15, 0, 0, 0) Day "国际消费者权益日")+ [ "国际消费者权益日"+ , "国际消費者權益日"+ , "三一五"+ ]+ , examples (datetimeHoliday (2013, 6, 1, 15, 15, 0) Minute "儿童节") [ "儿童节下午三点十五" , "兒童節下午三點十五"+ ]+ , examples (datetimeIntervalHoliday ((2013, 2, 14, 18, 0, 0), (2013, 2, 15, 0, 0, 0)) Hour "情人节")+ [ "情人节晚上"+ , "情人節晚上" ] ]
Duckling/Time/ZH/Rules.hs view
@@ -207,15 +207,6 @@ _ -> Nothing } -ruleValentinesDay :: Rule-ruleValentinesDay = Rule- { name = "valentine's day"- , pattern =- [ regex "情人(节|節)"- ]- , prod = \_ -> tt $ monthDay 2 14- }- ruleHhmmTimeofday :: Rule ruleHhmmTimeofday = Rule { name = "hh:mm (time-of-day)"@@ -258,15 +249,6 @@ _ -> Nothing } -ruleNewYearsDay :: Rule-ruleNewYearsDay = Rule- { name = "new year's day"- , pattern =- [ regex "元旦(节|節)?"- ]- , prod = \_ -> tt $ monthDay 1 1- }- ruleLastTime :: Rule ruleLastTime = Rule { name = "last <time>"@@ -372,15 +354,6 @@ , prod = \_ -> tt . cycleNth TG.Day $ - 2 } -ruleLaborDay :: Rule-ruleLaborDay = Rule- { name = "labor day"- , pattern =- [ regex "劳动节|勞動節"- ]- , prod = \_ -> tt $ monthDay 5 1- }- ruleNextCycle :: Rule ruleNextCycle = Rule { name = "next <cycle>"@@ -740,15 +713,6 @@ , prod = \_ -> tt . cycleNth TG.Day $ - 1 } -ruleChristmas :: Rule-ruleChristmas = Rule- { name = "christmas"- , pattern =- [ regex "(圣诞|聖誕)(节|節)?"- ]- , prod = \_ -> tt $ monthDay 12 25- }- ruleLastNight :: Rule ruleLastNight = Rule { name = "last night"@@ -774,15 +738,6 @@ _ -> Nothing } -ruleArmysDay :: Rule-ruleArmysDay = Rule- { name = "army's day"- , pattern =- [ regex "建(军节|軍節)"- ]- , prod = \_ -> tt $ monthDay 8 1- }- ruleNamedmonthDayofmonth :: Rule ruleNamedmonthDayofmonth = Rule { name = "<named-month> <day-of-month>"@@ -847,15 +802,6 @@ Token Time . partOfDay <$> intersect td1 td2 } -ruleChildrensDay :: Rule-ruleChildrensDay = Rule- { name = "children's day"- , pattern =- [ regex "(儿|兒)童(节|節)"- ]- , prod = \_ -> tt $ monthDay 6 1- }- ruleThisYear :: Rule ruleThisYear = Rule { name = "this year"@@ -877,15 +823,6 @@ _ -> Nothing } -ruleWomensDay :: Rule-ruleWomensDay = Rule- { name = "women's day"- , pattern =- [ regex "(妇|婦)女(节|節)"- ]- , prod = \_ -> tt $ monthDay 3 8- }- ruleEveningnight :: Rule ruleEveningnight = Rule { name = "evening|night"@@ -977,13 +914,70 @@ , ( "December", "十二月(份)?" ) ] +rulePeriodicHolidays :: [Rule]+rulePeriodicHolidays = mkRuleHolidays+ -- Fixed dates, year over year+ [ ( "中国共产党的生日", "中(国共产党诞|國共產黨誕)生日|(党|黨)的生日", monthDay 7 1 )+ , ( "愚人节", "愚人(节|節)", monthDay 4 1 )+ , ( "建军节", "(中国人民解放(军|軍)|八一)?建(军节|軍節)", monthDay 8 1 )+ , ( "植树节", "中(国植树节|國植樹節)", monthDay 3 12 )+ , ( "五四青年节", "(中(国|國))?(五四|54)?青年(节|節)", monthDay 5 4 )+ , ( "圣诞节", "(圣诞|聖誕)(节|節)?", monthDay 12 25 )+ , ( "平安夜", "(平安|聖誕)夜", monthDay 12 24 )+ , ( "哥伦布日", "哥(伦|倫)布日", monthDay 10 12 )+ , ( "双十一", "(双|雙)(十一|11)", monthDay 11 11 )+ , ( "万圣节", "万圣节|萬聖節", monthDay 10 31 )+ , ( "香港回归纪念日", "香港回(归纪|歸紀)念日", monthDay 7 1 )+ , ( "人权日", "人(权|權)日", monthDay 12 10 )+ , ( "美国独立日", "(美国)?(独|獨)立日", monthDay 7 4 )+ , ( "儿童节", "(国际|國際)?(六一|61)?(儿|兒)童(节|節)", monthDay 6 1 )+ , ( "国际慈善日", "(国际|國際)慈善日", monthDay 9 5 )+ , ( "国际瑜伽日", "(国际|國際)瑜伽日", monthDay 6 21 )+ , ( "国际爵士日", "(国际|國際)爵士日", monthDay 4 30 )+ , ( "国际奥林匹克日", "(国际|國際)奥林匹克日", monthDay 6 23 )+ , ( "妇女节", "(国际劳动|國際勞動|三八)?(妇|婦)女(节|節)", monthDay 3 8 )+ , ( "劳动节", "(五一|51)?(国际|國際)?(劳动|勞動)(节|節)", monthDay 5 1 )+ , ( "国际青年节", "(国际|國際)青年(节|節)", monthDay 8 12 )+ , ( "澳门回归纪念日", "澳(门|門)回(归纪|歸紀)念日", monthDay 12 20 )+ , ( "全国爱牙日", "全(国爱|國愛)牙日", monthDay 9 20 )+ , ( "全国爱耳日", "全(国爱|國愛)耳日", monthDay 3 3 )+ , ( "全国爱眼日", "全(国爱|國愛)眼日", monthDay 6 6 )+ , ( "南京大屠杀纪念日", "南京大屠(杀纪|殺紀)念日", monthDay 12 13 )+ , ( "辛亥革命纪念日", "辛亥革命(纪|紀)念日", monthDay 10 10 )+ , ( "元旦", "元旦(节|節)?|((公|(阳|陽))(历|曆))?新年", monthDay 1 1 )+ , ( "新年夜", "新年夜", monthDay 12 31 )+ , ( "情人节", "(情人|(圣瓦伦丁|聖瓦倫丁))(节|節)", monthDay 2 14 )+ , ( "清明节", "清明(节|節)", monthDay 4 5 )+ , ( "光棍节", "光棍(节|節)", monthDay 11 11 )+ , ( "圣帕特里克节", "圣帕特里克节|聖帕特裏克節", monthDay 3 17 )+ , ( "教师节", "(中(国|國))?教师(节|節)", monthDay 9 10 )+ , ( "退伍军人节", "(退伍(军|軍)人|老兵)(节|節)", monthDay 11 11 )+ , ( "白色情人节", "白色情人(节|節)", monthDay 3 14 )+ , ( "世界艾滋病日", "世界艾滋病日", monthDay 12 1 )+ , ( "世界献血日", "世界(献|獻)血日", monthDay 6 14 )+ , ( "世界癌症日", "世界癌(症|癥)日", monthDay 2 4 )+ , ( "国际消费者权益日", "(国际|世界)?(消费者权益|消費者權益)日|三一五", monthDay 3 15 )+ , ( "世界糖尿病日", "世界糖尿病日", monthDay 11 14 )+ , ( "世界环境日", "世界(环|環)境日", monthDay 6 5 )+ , ( "世界粮食日", "世界((粮|糧)食|食物)日", monthDay 10 16 )+ , ( "世界心脏日", "世界心(脏|臟)日", monthDay 9 29 )+ , ( "世界海洋日", "世界海洋日", monthDay 6 8 )+ , ( "世界诗歌日", "世界(诗|詩)歌日", monthDay 3 21 )+ , ( "世界人口日", "世界人口日", monthDay 7 11 )+ , ( "世界难民日", "世界(难|難)民日", monthDay 6 20 )+ , ( "世界教师日", "世界教师日", monthDay 10 5 )+ , ( "世界旅游日", "世界旅游日", monthDay 9 27 )++ -- Fixed day/week/month, year over year+ , ( "父亲节", "父(亲节|親節)", nthDOWOfMonth 3 7 6 )+ , ( "马丁路德金日", "(马|馬)丁路德金((纪|紀)念)?日", nthDOWOfMonth 3 1 1)+ , ( "母亲节", "母(亲节|親節)", nthDOWOfMonth 2 7 5 )+ ]+ rules :: [Rule] rules = [ ruleAbsorptionOfAfterNamedDay , ruleAfternoon- , ruleArmysDay- , ruleChildrensDay- , ruleChristmas , ruleDimTimePartofday , ruleDurationAgo , ruleDurationFromNow@@ -995,7 +989,6 @@ , ruleIntegerLatentTimeofday , ruleIntersect , ruleIntersectBy- , ruleLaborDay , ruleLastCycle , ruleLastNCycle , ruleNCycleLast@@ -1008,7 +1001,6 @@ , ruleMonthNumericWithMonthSymbol , ruleMorning , ruleNamedmonthDayofmonth- , ruleNewYearsDay , ruleNextCycle , ruleNextNCycle , ruleNCycleNext@@ -1046,9 +1038,7 @@ , ruleTomorrow , ruleTomorrowNight , ruleTonight- , ruleValentinesDay , ruleWeekend- , ruleWomensDay , ruleYearNumericWithYearSymbol , ruleYesterday , ruleYyyymmdd@@ -1056,3 +1046,4 @@ ] ++ ruleDaysOfWeek ++ ruleMonths+ ++ rulePeriodicHolidays
+ Duckling/TimeGrain/HI/Rules.hs view
@@ -0,0 +1,42 @@+-- Copyright (c) 2016-present, Facebook, Inc.+-- All rights reserved.+--+-- This source code is licensed under the BSD-style license found in the+-- LICENSE file in the root directory of this source tree. An additional grant+-- of patent rights can be found in the PATENTS file in the same directory.+++{-# LANGUAGE GADTs #-}+{-# LANGUAGE OverloadedStrings #-}++module Duckling.TimeGrain.HI.Rules+ ( rules+ ) where++import Data.String+import Data.Text (Text)+import Prelude++import Duckling.Dimensions.Types+import Duckling.Types+import qualified Duckling.TimeGrain.Types as TG++grains :: [(Text, String, TG.Grain)]+grains = [ ("second (grain)", "सेकंड", TG.Second)+ , ("minute (grain)", "मिनट", TG.Minute)+ , ("hour (grain)", "घंटा", TG.Hour)+ , ("day (grain)", "(दिन|दिवस)", TG.Day)+ , ("week (grain)", "(सप्ताह|हफ़्ता)", TG.Week)+ , ("month (grain)", "महीना", TG.Month)+ , ("quarter (grain)", "चौथाई", TG.Quarter)+ , ("year (grain)", "(साल|वर्ष)", TG.Year)+ ]++rules :: [Rule]+rules = map go grains+ where+ go (name, regexPattern, grain) = Rule+ { name = name+ , pattern = [regex regexPattern]+ , prod = \_ -> Just $ Token TimeGrain grain+ }
Duckling/TimeGrain/RO/Rules.hs view
@@ -10,15 +10,16 @@ {-# LANGUAGE OverloadedStrings #-} module Duckling.TimeGrain.RO.Rules- ( rules ) where+ ( rules+ ) where +import Data.String import Data.Text (Text) import Prelude-import Data.String import Duckling.Dimensions.Types-import qualified Duckling.TimeGrain.Types as TG import Duckling.Types+import qualified Duckling.TimeGrain.Types as TG grains :: [(Text, String, TG.Grain)] grains = [ ("secunde (grain)", "sec(und(a|e|ă))?", TG.Second)
Duckling/Volume/RO/Corpus.hs view
@@ -9,7 +9,8 @@ {-# LANGUAGE OverloadedStrings #-} module Duckling.Volume.RO.Corpus- ( corpus ) where+ ( corpus+ ) where import Data.String import Prelude@@ -26,8 +27,10 @@ allExamples = concat [ examples (VolumeValue Millilitre 250) [ "250 mililitri"+ , "250 de mililitri" , "250ml" , "250 ml"+ , "250 de ml" ] , examples (VolumeValue Litre 2) [ "2 litri"@@ -44,5 +47,8 @@ , examples (VolumeValue Litre 0.5) [ "jumatate de litru" , "jumătate de litru"+ ]+ , examples (VolumeValue Gallon 20)+ [ "douazeci de galoane" ] ]
Duckling/Volume/RO/Rules.hs view
@@ -7,13 +7,15 @@ {-# LANGUAGE GADTs #-}+{-# LANGUAGE LambdaCase #-} {-# LANGUAGE OverloadedStrings #-} module Duckling.Volume.RO.Rules- ( rules ) where+ ( rules+ ) where -import Prelude import Data.String+import Prelude import Duckling.Dimensions.Types import Duckling.Types@@ -25,9 +27,9 @@ { name = "<latent vol> ml" , pattern = [ dimension Volume- , regex "m(ililitr[ui]|l)"+ , regex "(de )?m(ililitr[ui]|l)" ]- , prod = \tokens -> case tokens of+ , prod = \case (Token Volume vd:_) -> Just . Token Volume $ withUnit TVolume.Millilitre vd _ -> Nothing@@ -38,9 +40,9 @@ { name = "<vol> hectoliters" , pattern = [ dimension Volume- , regex "hectolitr[ui]"+ , regex "(de )?hectolitr[ui]" ]- , prod = \tokens -> case tokens of+ , prod = \case (Token Volume vd:_) -> Just . Token Volume $ withUnit TVolume.Hectolitre vd _ -> Nothing@@ -51,9 +53,9 @@ { name = "<vol> liters" , pattern = [ dimension Volume- , regex "l(itr[ui])?"+ , regex "(de )?l(itr[ui])?" ]- , prod = \tokens -> case tokens of+ , prod = \case (Token Volume vd:_) -> Just . Token Volume $ withUnit TVolume.Litre vd _ -> Nothing@@ -65,7 +67,7 @@ , pattern = [ regex "jum(a|ă)tate de litr[ui]" ]- , prod = \_ -> Just . Token Volume . withUnit TVolume.Litre $ volume 0.5+ , prod = const . Just . Token Volume . withUnit TVolume.Litre $ volume 0.5 } ruleLatentVolGalon :: Rule@@ -73,9 +75,9 @@ { name = "<latent vol> galon" , pattern = [ dimension Volume- , regex "gal(oane|on)?"+ , regex "(de )?gal(oane|on)?" ]- , prod = \tokens -> case tokens of+ , prod = \case (Token Volume vd:_) -> Just . Token Volume $ withUnit TVolume.Gallon vd _ -> Nothing
README.md view
@@ -57,6 +57,8 @@ | `Url` | "https://api.wit.ai/message?q=hi" | `{"value":"https://api.wit.ai/message?q=hi","domain":"api.wit.ai"}` | `Volume` | "4 gallons" | `{"value":4,"type":"value","unit":"gallon"}` +[Custom dimensions](https://github.com/facebook/duckling/blob/master/exe/CustomDimensionExample.hs) are also supported.+ ## Extending Duckling To regenerate the classifiers and run the test suite: ```@@ -66,10 +68,11 @@ It's important to regenerate the classifiers after updating the code and before running the test suite. -To extend Duckling's support for a dimension in a given language, typically 2+To extend Duckling's support for a dimension in a given language, typically 3 files need to be updated:-* `Duckling/<dimension>/<language>/Rules.hs`-* `Duckling/<dimension>/<language>/Corpus.hs`+* `Duckling/<Dimension>/<Lang>/Rules.hs`+* `Duckling/<Dimension>/<Lang>/Corpus.hs`+* `Duckling/Dimensions/<Lang>.hs` (if not already present in `Duckling/Dimensions/Common.hs`) To add a new language: * Make sure that the language code used follows the [ISO-639-1 standard](https://en.wikipedia.org/wiki/List_of_ISO_639-1_codes).
duckling.cabal view
@@ -1,10 +1,10 @@ name: duckling-version: 0.1.6.0+version: 0.1.6.1 synopsis: A Haskell library for parsing text into structured data. description: Duckling is a library for parsing text into structured data.-homepage: https://github.com/facebookincubator/duckling#readme-bug-reports: https://github.com/facebookincubator/duckling/issues+homepage: https://github.com/facebook/duckling#readme+bug-reports: https://github.com/facebook/duckling/issues license: OtherLicense license-files: LICENSE,PATENTS author: Facebook, Inc.@@ -31,6 +31,7 @@ , Duckling.Engine , Duckling.Engine.Regex , Duckling.Locale+ , Duckling.Region , Duckling.Resolve , Duckling.Types , Duckling.Types.Document@@ -107,6 +108,8 @@ , Duckling.Ranking.Classifiers.MY_XX , Duckling.Ranking.Classifiers.NB_XX , Duckling.Ranking.Classifiers.NE_XX+ , Duckling.Ranking.Classifiers.NL_BE+ , Duckling.Ranking.Classifiers.NL_NL , Duckling.Ranking.Classifiers.NL_XX , Duckling.Ranking.Classifiers.PL_XX , Duckling.Ranking.Classifiers.PT_XX@@ -166,8 +169,32 @@ -- AmountOfMoney , Duckling.AmountOfMoney.AR.Corpus , Duckling.AmountOfMoney.AR.Rules+ , Duckling.AmountOfMoney.EN.AU.Corpus+ , Duckling.AmountOfMoney.EN.AU.Rules+ , Duckling.AmountOfMoney.EN.BZ.Corpus+ , Duckling.AmountOfMoney.EN.BZ.Rules+ , Duckling.AmountOfMoney.EN.CA.Corpus+ , Duckling.AmountOfMoney.EN.CA.Rules , Duckling.AmountOfMoney.EN.Corpus+ , Duckling.AmountOfMoney.EN.GB.Corpus+ , Duckling.AmountOfMoney.EN.GB.Rules+ , Duckling.AmountOfMoney.EN.IE.Corpus+ , Duckling.AmountOfMoney.EN.IE.Rules+ , Duckling.AmountOfMoney.EN.IN.Corpus+ , Duckling.AmountOfMoney.EN.IN.Rules+ , Duckling.AmountOfMoney.EN.JM.Corpus+ , Duckling.AmountOfMoney.EN.JM.Rules+ , Duckling.AmountOfMoney.EN.NZ.Corpus+ , Duckling.AmountOfMoney.EN.NZ.Rules+ , Duckling.AmountOfMoney.EN.PH.Corpus+ , Duckling.AmountOfMoney.EN.PH.Rules , Duckling.AmountOfMoney.EN.Rules+ , Duckling.AmountOfMoney.EN.TT.Corpus+ , Duckling.AmountOfMoney.EN.TT.Rules+ , Duckling.AmountOfMoney.EN.US.Corpus+ , Duckling.AmountOfMoney.EN.US.Rules+ , Duckling.AmountOfMoney.EN.ZA.Corpus+ , Duckling.AmountOfMoney.EN.ZA.Rules , Duckling.AmountOfMoney.BG.Corpus , Duckling.AmountOfMoney.BG.Rules , Duckling.AmountOfMoney.ES.Corpus@@ -253,6 +280,8 @@ , Duckling.Duration.GA.Corpus , Duckling.Duration.GA.Rules , Duckling.Duration.HE.Rules+ , Duckling.Duration.HI.Corpus+ , Duckling.Duration.HI.Rules , Duckling.Duration.HR.Rules , Duckling.Duration.HU.Corpus , Duckling.Duration.HU.Rules@@ -450,6 +479,8 @@ , Duckling.Quantity.RO.Rules , Duckling.Quantity.RU.Corpus , Duckling.Quantity.RU.Rules+ , Duckling.Quantity.ZH.Corpus+ , Duckling.Quantity.ZH.Rules , Duckling.Quantity.Helpers , Duckling.Quantity.Types @@ -542,6 +573,9 @@ , Duckling.Time.NB.Rules , Duckling.Time.NL.Corpus , Duckling.Time.NL.Rules+ , Duckling.Time.NL.BE.Corpus+ , Duckling.Time.NL.BE.Rules+ , Duckling.Time.NL.NL.Rules , Duckling.Time.PL.Corpus , Duckling.Time.PL.Rules , Duckling.Time.PT.Corpus@@ -580,6 +614,7 @@ , Duckling.TimeGrain.FR.Rules , Duckling.TimeGrain.GA.Rules , Duckling.TimeGrain.HE.Rules+ , Duckling.TimeGrain.HI.Rules , Duckling.TimeGrain.HR.Rules , Duckling.TimeGrain.HU.Rules , Duckling.TimeGrain.IT.Rules@@ -721,6 +756,7 @@ , Duckling.Duration.FR.Tests , Duckling.Duration.GA.Tests , Duckling.Duration.HU.Tests+ , Duckling.Duration.HI.Tests , Duckling.Duration.JA.Tests , Duckling.Duration.KO.Tests , Duckling.Duration.NB.Tests@@ -822,6 +858,7 @@ , Duckling.Quantity.PT.Tests , Duckling.Quantity.RO.Tests , Duckling.Quantity.RU.Tests+ , Duckling.Quantity.ZH.Tests , Duckling.Quantity.Tests -- Temperature@@ -883,14 +920,14 @@ , Duckling.Volume.TR.Tests , Duckling.Volume.Tests - ghc-options: -threaded -rtsopts -with-rtsopts=-N+ ghc-options: -threaded -rtsopts -with-rtsopts=-N -Wincomplete-patterns default-language: Haskell2010 default-extensions: OverloadedStrings executable duckling-regen-exe main-is: RegenMain.hs hs-source-dirs: exe- ghc-options: -threaded -rtsopts -with-rtsopts=-N+ ghc-options: -threaded -rtsopts -with-rtsopts=-N -Wincomplete-patterns other-modules: Duckling.Ranking.Train , Duckling.Ranking.Generate build-depends: duckling@@ -980,4 +1017,4 @@ source-repository head type: git- location: https://github.com/facebookincubator/duckling+ location: https://github.com/facebook/duckling
exe/Duckling/Ranking/Generate.hs view
@@ -45,6 +45,7 @@ import qualified Duckling.Time.KO.Corpus as KOTime import qualified Duckling.Time.NB.Corpus as NBTime import qualified Duckling.Time.NL.Corpus as NLTime+import qualified Duckling.Time.NL.BE.Corpus as NL_BETime import qualified Duckling.Time.PL.Corpus as PLTime import qualified Duckling.Time.PT.Corpus as PTTime import qualified Duckling.Time.RO.Corpus as ROTime@@ -157,6 +158,7 @@ -- | For backward compatibility. getDefaultCorpusForLang :: Lang -> Corpus getDefaultCorpusForLang EN = ENTime.defaultCorpus+getDefaultCorpusForLang NL = NLTime.defaultCorpus getDefaultCorpusForLang lang = getCorpusForLang lang getCorpusForLang :: Lang -> Corpus@@ -199,6 +201,7 @@ getExamplesForLocale EN CA = EN_CATime.allExamples getExamplesForLocale EN GB = EN_GBTime.allExamples getExamplesForLocale EN US = EN_USTime.allExamples+getExamplesForLocale NL BE = NL_BETime.allExamples getExamplesForLocale ZH CN = ZH_CNTime.allExamples getExamplesForLocale ZH HK = ZH_HKTime.allExamples getExamplesForLocale ZH MO = ZH_MOTime.allExamples
tests/Duckling/AmountOfMoney/EN/Tests.hs view
@@ -17,17 +17,122 @@ import Duckling.AmountOfMoney.EN.Corpus import Duckling.Dimensions.Types+import Duckling.Locale import Duckling.Testing.Asserts-import Duckling.Testing.Types (testContext, testOptions)+import Duckling.Testing.Types (testContext, testOptions, withLocale) import Duckling.Types (Range(..))+import qualified Duckling.AmountOfMoney.EN.AU.Corpus as AU+import qualified Duckling.AmountOfMoney.EN.BZ.Corpus as BZ+import qualified Duckling.AmountOfMoney.EN.CA.Corpus as CA+import qualified Duckling.AmountOfMoney.EN.GB.Corpus as GB+import qualified Duckling.AmountOfMoney.EN.IE.Corpus as GIE+import qualified Duckling.AmountOfMoney.EN.IN.Corpus as IN+import qualified Duckling.AmountOfMoney.EN.IE.Corpus as IE+import qualified Duckling.AmountOfMoney.EN.JM.Corpus as JM+import qualified Duckling.AmountOfMoney.EN.NZ.Corpus as NZ+import qualified Duckling.AmountOfMoney.EN.PH.Corpus as PH+import qualified Duckling.AmountOfMoney.EN.TT.Corpus as TT+import qualified Duckling.AmountOfMoney.EN.US.Corpus as US+import qualified Duckling.AmountOfMoney.EN.ZA.Corpus as ZA tests :: TestTree tests = testGroup "EN Tests" [ makeCorpusTest [This AmountOfMoney] corpus , makeNegativeCorpusTest [This AmountOfMoney] negativeCorpus+ , localeTests , intersectTests , rangeTests ]++localeTests :: TestTree+localeTests = testGroup "Locale Tests"+ [ testGroup "EN_AU Tests"+ [ makeCorpusTest [This AmountOfMoney]+ $ withLocale corpus localeAU AU.allExamples+ , makeNegativeCorpusTest [This AmountOfMoney]+ $ withLocale negativeCorpus localeAU AU.negativeExamples+ ]+ , testGroup "EN_BZ Tests"+ [ makeCorpusTest [This AmountOfMoney]+ $ withLocale corpus localeBZ BZ.allExamples+ , makeNegativeCorpusTest [This AmountOfMoney]+ $ withLocale negativeCorpus localeBZ BZ.negativeExamples+ ]+ , testGroup "EN_CA Tests"+ [ makeCorpusTest [This AmountOfMoney]+ $ withLocale corpus localeCA CA.allExamples+ , makeNegativeCorpusTest [This AmountOfMoney]+ $ withLocale negativeCorpus localeCA CA.negativeExamples+ ]+ , testGroup "EN_GB Tests"+ [ makeCorpusTest [This AmountOfMoney]+ $ withLocale corpus localeGB GB.allExamples+ , makeNegativeCorpusTest [This AmountOfMoney]+ $ withLocale negativeCorpus localeGB GB.negativeExamples+ ]+ , testGroup "EN_IE Tests"+ [ makeCorpusTest [This AmountOfMoney]+ $ withLocale corpus localeIE IE.allExamples+ , makeNegativeCorpusTest [This AmountOfMoney]+ $ withLocale negativeCorpus localeIE IE.negativeExamples+ ]+ , testGroup "EN_IN Tests"+ [ makeCorpusTest [This AmountOfMoney]+ $ withLocale corpus localeIN IN.allExamples+ , makeNegativeCorpusTest [This AmountOfMoney]+ $ withLocale negativeCorpus localeIN IN.negativeExamples+ ]+ , testGroup "EN_JM Tests"+ [ makeCorpusTest [This AmountOfMoney]+ $ withLocale corpus localeJM JM.allExamples+ , makeNegativeCorpusTest [This AmountOfMoney]+ $ withLocale negativeCorpus localeJM JM.negativeExamples+ ]+ , testGroup "EN_NZ Tests"+ [ makeCorpusTest [This AmountOfMoney]+ $ withLocale corpus localeNZ NZ.allExamples+ , makeNegativeCorpusTest [This AmountOfMoney]+ $ withLocale negativeCorpus localeNZ NZ.negativeExamples+ ]+ , testGroup "EN_PH Tests"+ [ makeCorpusTest [This AmountOfMoney]+ $ withLocale corpus localePH PH.allExamples+ , makeNegativeCorpusTest [This AmountOfMoney]+ $ withLocale negativeCorpus localePH PH.negativeExamples+ ]+ , testGroup "EN_TT Tests"+ [ makeCorpusTest [This AmountOfMoney]+ $ withLocale corpus localeTT TT.allExamples+ , makeNegativeCorpusTest [This AmountOfMoney]+ $ withLocale negativeCorpus localeTT TT.negativeExamples+ ]+ , testGroup "EN_US Tests"+ [ makeCorpusTest [This AmountOfMoney]+ $ withLocale corpus localeUS US.allExamples+ , makeNegativeCorpusTest [This AmountOfMoney]+ $ withLocale negativeCorpus localeUS US.negativeExamples+ ]+ , testGroup "EN_ZA Tests"+ [ makeCorpusTest [This AmountOfMoney]+ $ withLocale corpus localeZA ZA.allExamples+ , makeNegativeCorpusTest [This AmountOfMoney]+ $ withLocale negativeCorpus localeZA ZA.negativeExamples+ ]+ ]+ where+ localeAU = makeLocale EN $ Just AU+ localeBZ = makeLocale EN $ Just BZ+ localeCA = makeLocale EN $ Just CA+ localeGB = makeLocale EN $ Just GB+ localeIE = makeLocale EN $ Just IE+ localeIN = makeLocale EN $ Just IN+ localeJM = makeLocale EN $ Just JM+ localeNZ = makeLocale EN $ Just NZ+ localePH = makeLocale EN $ Just PH+ localeTT = makeLocale EN $ Just TT+ localeUS = makeLocale EN $ Just US+ localeZA = makeLocale EN $ Just ZA+ intersectTests :: TestTree intersectTests = testCase "Intersect Test" $
tests/Duckling/AmountOfMoney/RO/Tests.hs view
@@ -7,17 +7,19 @@ module Duckling.AmountOfMoney.RO.Tests- ( tests ) where+ ( tests+ ) where -import Prelude import Data.String+import Prelude import Test.Tasty +import Duckling.AmountOfMoney.RO.Corpus import Duckling.Dimensions.Types import Duckling.Testing.Asserts-import Duckling.AmountOfMoney.RO.Corpus tests :: TestTree tests = testGroup "RO Tests" [ makeCorpusTest [This AmountOfMoney] corpus+ , makeNegativeCorpusTest [This AmountOfMoney] negativeCorpus ]
+ tests/Duckling/Duration/HI/Tests.hs view
@@ -0,0 +1,24 @@+-- Copyright (c) 2016-present, Facebook, Inc.+-- All rights reserved.+--+-- This source code is licensed under the BSD-style license found in the+-- LICENSE file in the root directory of this source tree. An additional grant+-- of patent rights can be found in the PATENTS file in the same directory.+++module Duckling.Duration.HI.Tests+ ( tests+ ) where++import Data.String+import Prelude+import Test.Tasty++import Duckling.Dimensions.Types+import Duckling.Duration.HI.Corpus+import Duckling.Testing.Asserts++tests :: TestTree+tests = testGroup "HI Tests"+ [ makeCorpusTest [This Duration] corpus+ ]
tests/Duckling/Duration/Tests.hs view
@@ -20,6 +20,7 @@ import qualified Duckling.Duration.EN.Tests as EN import qualified Duckling.Duration.FR.Tests as FR import qualified Duckling.Duration.GA.Tests as GA+import qualified Duckling.Duration.HI.Tests as HI import qualified Duckling.Duration.HU.Tests as HU import qualified Duckling.Duration.JA.Tests as JA import qualified Duckling.Duration.KO.Tests as KO@@ -41,6 +42,7 @@ , EN.tests , FR.tests , GA.tests+ , HI.tests , HU.tests , JA.tests , KO.tests
tests/Duckling/Quantity/Tests.hs view
@@ -22,6 +22,7 @@ import qualified Duckling.Quantity.PT.Tests as PT import qualified Duckling.Quantity.RO.Tests as RO import qualified Duckling.Quantity.RU.Tests as RU+import qualified Duckling.Quantity.ZH.Tests as ZH tests :: TestTree tests = testGroup "Quantity Tests"@@ -33,4 +34,5 @@ , PT.tests , RO.tests , RU.tests+ , ZH.tests ]
+ tests/Duckling/Quantity/ZH/Tests.hs view
@@ -0,0 +1,23 @@+-- Copyright (c) 2016-present, Facebook, Inc.+-- All rights reserved.+--+-- This source code is licensed under the BSD-style license found in the+-- LICENSE file in the root directory of this source tree. An additional grant+-- of patent rights can be found in the PATENTS file in the same directory.+++module Duckling.Quantity.ZH.Tests+ ( tests ) where++import Data.String+import Prelude+import Test.Tasty++import Duckling.Dimensions.Types+import Duckling.Quantity.ZH.Corpus+import Duckling.Testing.Asserts++tests :: TestTree+tests = testGroup "ZH Tests"+ [ makeCorpusTest [This Quantity] corpus+ ]
tests/Duckling/Temperature/EN/Tests.hs view
@@ -13,12 +13,25 @@ import Prelude import Data.String import Test.Tasty+import Test.Tasty.HUnit import Duckling.Dimensions.Types import Duckling.Temperature.EN.Corpus import Duckling.Testing.Asserts+import Duckling.Testing.Types (testContext, testOptions)+import Duckling.Types (Range(..)) tests :: TestTree tests = testGroup "EN Tests" [ makeCorpusTest [This Temperature] corpus+ , rangeTests ]++rangeTests :: TestTree+rangeTests = testCase "Range Test" $+ mapM_ (analyzedRangeTest testContext testOptions+ . withTargets [This Temperature]) xs+ where+ xs = [ ("between 40 and 30 degrees", Range 15 25 )+ , ("30 degrees degrees", Range 0 10 )+ ]
tests/Duckling/Time/DE/Tests.hs view
@@ -12,13 +12,27 @@ import Data.String import Prelude import Test.Tasty+import Test.Tasty.HUnit import Duckling.Dimensions.Types+import Duckling.Locale+import Duckling.Resolve import Duckling.Testing.Asserts+import Duckling.Testing.Types (testContext, testOptions) import Duckling.Time.DE.Corpus+import Duckling.Types (Range(..)) tests :: TestTree tests = testGroup "DE Tests" [ makeCorpusTest [This Time] corpus , makeNegativeCorpusTest [This Time] negativeCorpus+ , rangeTests ]++rangeTests :: TestTree+rangeTests = testCase "Range Test" $+ mapM_ (analyzedRangeTest (testContext{locale = makeLocale DE Nothing})+ testOptions . withTargets [This Time]) xs+ where+ xs = [ ("Wir treffen uns am 17 Uhr am KiLa.", Range 16 25)+ ]
tests/Duckling/Time/EN/Tests.hs view
@@ -174,4 +174,6 @@ , ("this this week", Range 5 14) -- ruleThisTime too eager , ("one ninety nine a m", Range 11 19) -- ruleMilitarySpelledOutAMPM2 , ("thirteen fifty nine a m", Range 15 23) -- ruleMilitarySpelledOutAMPM+ , ("table Wednesday for 30 people", Range 6 15)+ -- do not parse "for 30" as year intersect ]
tests/Duckling/Time/NL/Tests.hs view
@@ -7,18 +7,33 @@ module Duckling.Time.NL.Tests- ( tests ) where+ ( tests+ ) where import Data.String import Prelude import Test.Tasty import Duckling.Dimensions.Types+import Duckling.Locale import Duckling.Testing.Asserts+import Duckling.Testing.Types import Duckling.Time.NL.Corpus+import qualified Duckling.Time.NL.BE.Corpus as BE tests :: TestTree tests = testGroup "NL Tests" [ makeCorpusTest [This Time] corpus , makeNegativeCorpusTest [This Time] negativeCorpus+ , localeTests ]++localeTests :: TestTree+localeTests = testGroup "Locale Tests"+ [ testGroup "NL_BE Tests"+ [ makeCorpusTest [This Time] $ withLocale corpus localeBE BE.allExamples+ , makeNegativeCorpusTest [This Time] $ withLocale negativeCorpus localeBE []+ ]+ ]+ where+ localeBE = makeLocale NL $ Just BE