duckling-0.2.0.0: Duckling/Ranking/Classifiers/EN_US.hs
-- 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.EN_US (classifiers) where
import Data.String
import Prelude
import qualified Data.HashMap.Strict as HashMap
import Duckling.Ranking.Types
classifiers :: Classifiers
classifiers
= HashMap.fromList
[("Military Spouse 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}}),
("Bhai Dooj",
Classifier{okData =
ClassData{prior = 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> to|till|before <hour-of-day>",
Classifier{okData =
ClassData{prior = -2.5649493574615367, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("integer (numeric)noon|midnight|EOD|end of day",
-0.916290731874155),
("hour", -0.916290731874155)],
n = 1},
koData =
ClassData{prior = -8.004270767353637e-2,
unseen = -3.332204510175204,
likelihoods =
HashMap.fromList
[("hour", -0.7308875085427924),
("integer (numeric)time-of-day (latent)", -0.7308875085427924)],
n = 12}}),
("week",
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}}),
("<time> timezone",
Classifier{okData =
ClassData{prior = -9.237332013101517e-2,
unseen = -4.23410650459726,
likelihoods =
HashMap.fromList
[("at <time-of-day>", -2.4277482359480516),
("hhhmm", -1.65455834771457),
("<time-of-day> am|pm", -2.0222831278398874),
("hh:mm", -2.2735975561207935), ("hour", -1.821612432377736),
("minute", -1.128465251817791)],
n = 31},
koData =
ClassData{prior = -2.4277482359480516,
unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("hhhmm", -1.3862943611198906), ("hh:mm", -1.791759469228055),
("minute", -1.0986122886681098)],
n = 3}}),
("Thursday",
Classifier{okData =
ClassData{prior = -7.79615414697118e-2,
unseen = -3.6635616461296463,
likelihoods = HashMap.fromList [("", 0.0)], n = 37},
koData =
ClassData{prior = -2.5902671654458267,
unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.5249051449721773,
unseen = -6.2878585601617845,
likelihoods = HashMap.fromList [("", 0.0)], n = 536},
koData =
ClassData{prior = -0.8955363004047092, unseen = -5.918893854273146,
likelihoods = HashMap.fromList [("", 0.0)], n = 370}}),
("<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 = -0.10008345855698253,
unseen = -3.828641396489095,
likelihoods =
HashMap.fromList
[("week", -1.6094379124341003), ("day", -1.8607523407150064),
("year", -2.4203681286504293),
("<integer> <unit-of-duration>", -1.0340737675305385),
("a <unit-of-duration>", -2.70805020110221),
("month", -2.70805020110221), ("fortnight", -2.70805020110221)],
n = 19},
koData =
ClassData{prior = -2.3513752571634776,
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 = -2.3978952727983707,
likelihoods = HashMap.fromList [("", 0.0)], n = 9},
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}}),
("Karva Chauth",
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}}),
("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 = -2.4849066497880004,
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 = -2.1972245773362196,
likelihoods = HashMap.fromList [("", 0.0)], n = 7},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("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}}),
("in <duration> at <time-of-day>",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("dayhour", -1.3862943611198906),
("yearhour", -1.3862943611198906),
("<integer> <unit-of-duration><time-of-day> am|pm",
-0.9808292530117262)],
n = 2},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("dayhour", -1.3862943611198906),
("yearhour", -1.3862943611198906),
("<integer> <unit-of-duration>time-of-day (latent)",
-0.9808292530117262)],
n = 2}}),
("Maha Shivaratri",
Classifier{okData =
ClassData{prior = 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 = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
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 = -1.7147984280919266, unseen = -4.51085950651685,
likelihoods =
HashMap.fromList
[("<day-of-month> (ordinal or number) <named-month>",
-3.8066624897703196),
("July", -3.8066624897703196),
("intersect", -3.8066624897703196),
("year (latent)", -3.4011973816621555),
("day", -2.4203681286504293),
("the <day-of-month> (ordinal)", -3.4011973816621555),
("the <day-of-month> (number)", -3.8066624897703196),
("time-of-day (latent)", -2.5538995212749516),
("year", -3.4011973816621555),
("<time-of-day> am|pm", -2.5538995212749516),
("hh:mm", -2.890371757896165),
("<day-of-month> (ordinal)", -3.4011973816621555),
("hour", -1.9348603128687285), ("month", -3.4011973816621555),
("minute", -2.890371757896165),
("August", -3.8066624897703196)],
n = 27},
koData =
ClassData{prior = -0.19845093872383832,
unseen = -5.645446897643238,
likelihoods =
HashMap.fromList
[("<integer> to|till|before <hour-of-day>", -4.032469158504013),
("week", -4.948759890378168),
("<day-of-month> (ordinal or number) <named-month>",
-4.948759890378168),
("today", -4.948759890378168),
("intersect", -3.002849741322855),
("year (latent)", -4.948759890378168),
("<time> for <duration>", -4.255612709818223),
("second", -4.948759890378168), ("now", -3.339321977944068),
("tomorrow", -4.543294782270004),
("this|last|next <cycle>", -4.543294782270004),
("day", -1.791759469228055),
("the <day-of-month> (ordinal)", -4.543294782270004),
("the <day-of-month> (number)", -3.5624655292582776),
("time-of-day (latent)", -2.5064128550089637),
("year", -4.543294782270004),
("<time-of-day> am|pm", -4.255612709818223),
("hh:mm", -4.543294782270004), ("nograin", -3.339321977944068),
("intersect by \",\", \"of\", \"from\", \"'s\"",
-4.543294782270004),
("<named-month>|<named-day> <day-of-month> (ordinal)",
-4.948759890378168),
("<day-of-month> (ordinal)", -3.8501476017100584),
("Easter Sunday", -4.948759890378168),
("Christmas", -4.255612709818223),
("hour", -2.3460702049337847), ("month", -4.948759890378168),
("<datetime> - <datetime> (interval)", -2.751535313041949),
("<time-of-day> - <time-of-day> (interval)",
-3.002849741322855),
("<named-month> <day-of-month> (non ordinal)",
-4.543294782270004),
("minute", -2.0043209112117277),
("right now", -4.948759890378168),
("<month> dd-dd (interval)", -4.255612709818223),
("part of days", -4.948759890378168),
("dd-dd <month> (interval)", -4.543294782270004)],
n = 123}}),
("integer after|past <hour-of-day>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("integer (numeric)noon|midnight|EOD|end of day",
-1.791759469228055),
("hour", -0.8754687373538999),
("integer (numeric)time-of-day (latent)", -1.3862943611198906),
("integer (20..90)time-of-day (latent)", -1.791759469228055)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
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 = -1.1631508098056809, unseen = -3.044522437723423,
likelihoods =
HashMap.fromList
[("ordinal (digits)December", -1.6094379124341003),
("ordinal (digits)February", -2.3025850929940455),
("integer (numeric)April", -2.3025850929940455),
("month", -1.2039728043259361)],
n = 5},
koData =
ClassData{prior = -0.3746934494414107,
unseen = -3.4965075614664802,
likelihoods =
HashMap.fromList
[("ordinal (digits)October", -2.772588722239781),
("ordinal (digits)July", -2.0794415416798357),
("integer (numeric)September", -2.367123614131617),
("ordinal (digits)August", -2.772588722239781),
("ordinal (digits)April", -2.772588722239781),
("month", -0.9808292530117262),
("integer (numeric)July", -2.0794415416798357)],
n = 11}}),
("<time> <part-of-day>",
Classifier{okData =
ClassData{prior = -0.19105523676270922,
unseen = -4.6443908991413725,
likelihoods =
HashMap.fromList
[("<day-of-month> (ordinal)in|during the <part-of-day>",
-3.9415818076696905),
("dayhour", -1.499234772300486),
("Mondayearly morning", -3.536116699561526),
("time-of-day (latent)tonight", -3.536116699561526),
("hourhour", -2.236833715431265),
("<time-of-day> o'clockin|during the <part-of-day>",
-3.9415818076696905),
("todaypart of days", -3.9415818076696905),
("minutehour", -2.6888188391743224),
("at <time-of-day>in|during the <part-of-day>",
-3.536116699561526),
("time-of-day (latent)this <part-of-day>", -3.9415818076696905),
("Mondayin|during the <part-of-day>", -3.9415818076696905),
("intersectpart of days", -3.0252910757955354),
("Saturdaypart of days", -3.9415818076696905),
("intersectin|during the <part-of-day>", -3.9415818076696905),
("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
-3.9415818076696905),
("the <day-of-month> (ordinal)in|during the <part-of-day>",
-3.9415818076696905),
("tomorrowpart of days", -2.33214389523559),
("hh:mmin|during the <part-of-day>", -3.0252910757955354),
("time-of-day (latent)in|during the <part-of-day>",
-3.9415818076696905),
("hhmm (latent)in|during the <part-of-day>",
-3.9415818076696905),
("yesterdaypart of days", -3.536116699561526),
("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-3.9415818076696905),
("Mondaypart of days", -3.9415818076696905)],
n = 38},
koData =
ClassData{prior = -1.749199854809259, unseen = -3.784189633918261,
likelihoods =
HashMap.fromList
[("dayhour", -3.068052935133617),
("yearhour", -3.068052935133617),
("monthhour", -3.068052935133617),
("hourhour", -1.9694406464655074),
("at <time-of-day>in|during the <part-of-day>",
-3.068052935133617),
("year (latent)in|during the <part-of-day>",
-3.068052935133617),
("Februaryin|during the <part-of-day>", -3.068052935133617),
("tomorrowpart of days", -3.068052935133617),
("time-of-day (latent)in|during the <part-of-day>",
-2.151762203259462)],
n = 8}}),
("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 = -2.3978952727983707,
likelihoods = HashMap.fromList [("", 0.0)], n = 9},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("mm/dd",
Classifier{okData =
ClassData{prior = -1.4271163556401458,
unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -0.2744368457017603, unseen = -3.044522437723423,
likelihoods = HashMap.fromList [("", 0.0)], n = 19}}),
("at <time-of-day>",
Classifier{okData =
ClassData{prior = -0.2336148511815052, unseen = -5.327876168789581,
likelihoods =
HashMap.fromList
[("<time> timezone", -3.9367156180185177),
("noon|midnight|EOD|end of day", -4.2243976904702984),
("integer after|past <hour-of-day>", -3.9367156180185177),
("<time-of-day> o'clock", -4.629862798578463),
("half after|past <hour-of-day>", -4.629862798578463),
("hhhmm", -3.713572066704308),
("<hour-of-day> <integer>", -3.9367156180185177),
("time-of-day (latent)", -1.6594483330087617),
("hhmm (latent)", -3.9367156180185177),
("<time-of-day> am|pm", -1.9908054689632042),
("hh:mm", -3.2435684374585723),
("about|exactly <time-of-day>", -4.2243976904702984),
("hour", -1.1333552371119826),
("<time-of-day> sharp|exactly", -4.629862798578463),
("minute", -1.889022774653262)],
n = 95},
koData =
ClassData{prior = -1.5686159179138452, unseen = -4.189654742026425,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -0.9963334395476915),
("<time-of-day> am|pm", -3.0757749812275272),
("hour", -0.916290731874155)],
n = 25}}),
("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 = -3.58351893845611,
likelihoods =
HashMap.fromList
[("Wednesday", -2.8622008809294686),
("Saturday", -2.8622008809294686),
("Monday", -2.456735772821304), ("Friday", -1.6094379124341003),
("day", -0.8472978603872037), ("Sunday", -2.8622008809294686),
("on <day>", -2.169053700369523)],
n = 14},
koData =
ClassData{prior = -infinity, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [], n = 0}}),
("September",
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}}),
("tonight",
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}}),
("last|past|next <duration>",
Classifier{okData =
ClassData{prior = -3.17486983145803e-2,
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 = -3.4657359027997265,
unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("<integer> <unit-of-duration>", -1.6094379124341003),
("hour", -1.6094379124341003)],
n = 1}}),
("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}}),
("the <day-of-month> (ordinal or number) of <named-month>",
Classifier{okData =
ClassData{prior = -0.7621400520468967, unseen = -3.044522437723423,
likelihoods =
HashMap.fromList
[("ordinals (first..twentieth,thirtieth,...)March",
-1.6094379124341003),
("ordinal (digits)February", -1.8971199848858813),
("month", -0.916290731874155),
("ordinal (digits)March", -1.8971199848858813)],
n = 7},
koData =
ClassData{prior = -0.6286086594223742,
unseen = -3.1354942159291497,
likelihoods =
HashMap.fromList
[("ordinal (digits)July", -1.4816045409242156),
("month", -0.8938178760220964),
("integer (numeric)July", -1.4816045409242156)],
n = 8}}),
("integer (0..19)",
Classifier{okData =
ClassData{prior = -1.1834457647002796e-2,
unseen = -4.454347296253507,
likelihoods = HashMap.fromList [("", 0.0)], n = 84},
koData =
ClassData{prior = -4.442651256490317, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("in|during <named-month>|year",
Classifier{okData =
ClassData{prior = -0.262364264467491, unseen = -3.8501476017100584,
likelihoods =
HashMap.fromList
[("<year> (bc|ad)", -2.03688192726104),
("October", -3.1354942159291497),
("year (latent)", -1.2636920390275583),
("year", -0.9382696385929302), ("March", -2.7300291078209855),
("month", -2.4423470353692043)],
n = 20},
koData =
ClassData{prior = -1.466337068793427, unseen = -2.9444389791664407,
likelihoods =
HashMap.fromList
[("October", -1.5040773967762742),
("year (latent)", -1.5040773967762742),
("year", -1.5040773967762742), ("month", -1.5040773967762742)],
n = 6}}),
("<part-of-day> at <time-of-day>",
Classifier{okData =
ClassData{prior = -8.223809823697212e-2,
unseen = -4.406719247264253,
likelihoods =
HashMap.fromList
[("this <part-of-day>hh:mm", -3.7013019741124937),
("tonighthh:mm", -3.7013019741124937),
("hourhour", -0.8979415932059586),
("hourminute", -3.0081547935525483),
("in|during the <part-of-day>time-of-day (latent)",
-3.7013019741124937),
("this <part-of-day>time-of-day (latent)", -1.9965538818740682),
("early morningtime-of-day (latent)", -3.7013019741124937),
("tonight<time-of-day> o'clock", -3.7013019741124937),
("tonighttime-of-day (latent)", -2.7850112422383386),
("part of dayshh:mm", -3.7013019741124937),
("part of daystime-of-day (latent)", -1.6218604324326575)],
n = 35},
koData =
ClassData{prior = -2.538973871058276, unseen = -2.890371757896165,
likelihoods =
HashMap.fromList
[("hourhour", -1.4469189829363254),
("this <part-of-day>time-of-day (latent)", -2.1400661634962708),
("tonighttime-of-day (latent)", -2.1400661634962708),
("part of daystime-of-day (latent)", -2.1400661634962708)],
n = 3}}),
("between <time-of-day> and <time-of-day> (interval)",
Classifier{okData =
ClassData{prior = -0.40546510810816444,
unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("minuteminute", -1.6739764335716716),
("hh:mmhh:mm", -2.0794415416798357),
("<time-of-day> am|pmtime-of-day (latent)",
-2.0794415416798357),
("hhhmmhhhmm", -2.0794415416798357),
("minutehour", -1.6739764335716716),
("<time-of-day> am|pm<time-of-day> am|pm",
-2.0794415416798357)],
n = 4},
koData =
ClassData{prior = -1.0986122886681098,
unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -1.791759469228055),
("minutehour", -1.3862943611198906),
("hhhmmtime-of-day (latent)", -1.791759469228055)],
n = 2}}),
("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}}),
("Good Friday",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),
("October",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.1780538303479458,
likelihoods = HashMap.fromList [("", 0.0)], n = 22},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("month (grain)",
Classifier{okData =
ClassData{prior = -0.12136085700426748,
unseen = -3.4965075614664802,
likelihoods = HashMap.fromList [("", 0.0)], n = 31},
koData =
ClassData{prior = -2.169053700369523, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),
("<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 = -2.833213344056216,
likelihoods =
HashMap.fromList
[("at <time-of-day>", -2.0794415416798357),
("<part-of-day> at <time-of-day>", -2.0794415416798357),
("time-of-day (latent)", -1.1631508098056809),
("hour", -0.8266785731844679)],
n = 6},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
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 = -0.16034265007517937,
unseen = -4.709530201312334,
likelihoods =
HashMap.fromList
[("week", -3.3141860046725258),
("<integer> more <unit-of-duration>", -4.007333185232471),
("three-quarters of an hour", -3.0910424533583156),
("<integer> + '\"", -3.3141860046725258),
("number.number hours", -4.007333185232471),
("second", -3.6018680771243066),
("half a <time-grain>", -3.0910424533583156),
("day", -3.3141860046725258), ("year", -4.007333185232471),
("<integer> <unit-of-duration>", -1.6094379124341003),
("a <unit-of-duration>", -3.0910424533583156),
("quarter of an hour", -3.0910424533583156),
("hour", -2.503255788456197),
("about|exactly <duration>", -4.007333185232471),
("half an hour (abbrev).", -3.6018680771243066),
("<integer> and an half hour", -4.007333185232471),
("minute", -1.2992829841302609)],
n = 46},
koData =
ClassData{prior = -1.9095425048844386,
unseen = -3.5553480614894135,
likelihoods =
HashMap.fromList
[("day", -2.833213344056216), ("quarter", -2.833213344056216),
("year", -1.580450375560848),
("<integer> <unit-of-duration>", -1.580450375560848),
("a <unit-of-duration>", -2.4277482359480516)],
n = 8}}),
("the closest <day> to <time>",
Classifier{okData =
ClassData{prior = -0.40546510810816444,
unseen = -3.2188758248682006,
likelihoods =
HashMap.fromList
[("dayday", -1.3862943611198906),
("dayyear", -2.4849066497880004),
("Super Tuesdayintersect by \",\", \"of\", \"from\" for year",
-2.4849066497880004),
("Christmastoday", -2.4849066497880004),
("Super TuesdayMini-Tuesday", -2.4849066497880004),
("Super Tuesdayyear (latent)", -2.4849066497880004),
("Monday<named-month>|<named-day> <day-of-month> (ordinal)",
-2.4849066497880004),
("Monday<named-month> <day-of-month> (non ordinal)",
-2.4849066497880004)],
n = 6},
koData =
ClassData{prior = -1.0986122886681098,
unseen = -2.9444389791664407,
likelihoods =
HashMap.fromList
[("daymonth", -1.791759469228055),
("Super TuesdayMarch", -2.1972245773362196),
("MondayOctober", -2.1972245773362196),
("dayday", -2.1972245773362196),
("Super Tuesday<named-month> <day-of-month> (non ordinal)",
-2.1972245773362196)],
n = 3}}),
("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 = -1.791759469228055,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 4},
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}}),
("Ganesh Chaturthi",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("July",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.5553480614894135,
likelihoods = HashMap.fromList [("", 0.0)], n = 33},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<time-of-day> <part-of-day>",
Classifier{okData =
ClassData{prior = -0.12516314295400605,
unseen = -3.6888794541139363,
likelihoods =
HashMap.fromList
[("time-of-day (latent)tonight", -2.5649493574615367),
("hourhour", -1.3609765531356008),
("<time-of-day> o'clockin|during the <part-of-day>",
-2.9704144655697013),
("minutehour", -1.717651497074333),
("at <time-of-day>in|during the <part-of-day>",
-2.277267285009756),
("time-of-day (latent)this <part-of-day>", -2.9704144655697013),
("hh:mmin|during the <part-of-day>", -2.0541237336955462),
("time-of-day (latent)in|during the <part-of-day>",
-2.277267285009756),
("hhmm (latent)in|during the <part-of-day>",
-2.9704144655697013)],
n = 15},
koData =
ClassData{prior = -2.1400661634962708, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("hourhour", -1.466337068793427),
("time-of-day (latent)in|during the <part-of-day>",
-1.466337068793427)],
n = 2}}),
("the nth <time> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("daymonth", -1.0986122886681098),
("dayyear", -1.791759469228055),
("ordinals (first..twentieth,thirtieth,...)Mondaythis|last|next <cycle>",
-1.0986122886681098),
("ordinals (first..twentieth,thirtieth,...)Sundayyear (latent)",
-1.791759469228055)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("hour (grain)",
Classifier{okData =
ClassData{prior = -1.3723081191451507, unseen = -2.995732273553991,
likelihoods = HashMap.fromList [("", 0.0)], n = 18},
koData =
ClassData{prior = -0.2923879634891936, unseen = -4.007333185232471,
likelihoods = HashMap.fromList [("", 0.0)], n = 53}}),
("Parsi New 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}}),
("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 = -0.2876820724517809,
unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("dayyear", -1.0116009116784799),
("Tax Day<integer> <unit-of-duration>", -1.7047480922384253),
("Mini-Tuesday<integer> <unit-of-duration>",
-1.7047480922384253),
("Diwali<integer> <unit-of-duration>", -1.7047480922384253)],
n = 3},
koData =
ClassData{prior = -1.3862943611198906,
unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("Tuesday<integer> <unit-of-duration>", -1.252762968495368),
("dayyear", -1.252762968495368)],
n = 1}}),
("Daylight Saving Start 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}}),
("<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 = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
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 = -0.48146571675252064,
unseen = -7.275172319452771,
likelihoods =
HashMap.fromList
[("Navaratriyear (latent)", -6.581332378213926),
("Father's Dayyear (latent)", -6.581332378213926),
("Karva Chauthyear (latent)", -6.581332378213926),
("<day-of-month> (ordinal)in|during the <part-of-day>",
-6.581332378213926),
("Maha Shivaratriyear (latent)", -6.581332378213926),
("Ramadanyear (latent)", -5.328569409718558),
("<datetime> - <datetime> (interval)on <day>",
-5.195038017094035),
("Military Spouse Dayyear (latent)", -6.581332378213926),
("Bhai Doojyear (latent)", -6.581332378213926),
("hourday", -4.566429357671661),
("dayhour", -3.5368099404905027),
("<time-of-day> - <time-of-day> (interval)on <day>",
-5.195038017094035),
("Martin Luther King's Dayyear (latent)", -6.175867270105761),
("Shemini Atzeretyear (latent)", -6.581332378213926),
("daymonth", -4.566429357671661),
("monthday", -6.175867270105761),
("monthyear", -4.78957290898587),
("Yom Ha'atzmautyear (latent)", -6.581332378213926),
("Orthodox Good Fridayyear (latent)", -6.175867270105761),
("Vijayadashamiyear (latent)", -6.581332378213926),
("Administrative Professionals' Dayyear (latent)",
-5.195038017094035),
("Thanksgiving Dayyear (latent)", -5.482720089545816),
("Thai Pongalyear (latent)", -5.88818519765398),
("Thiru Onamyear (latent)", -5.88818519765398),
("hhhmmabsorption of , after named day", -6.581332378213926),
("Tuesdaythe <day-of-month> (ordinal)", -6.581332378213926),
("from <datetime> - <datetime> (interval)July",
-5.665041646339771),
("<day-of-month> (ordinal)Wednesday", -6.581332378213926),
("Krishna Janmashtamiyear (latent)", -6.175867270105761),
("Guru Gobind Singh Jayantiyear (latent)", -6.581332378213926),
("houryear", -5.665041646339771),
("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-6.581332378213926),
("Christmas<time-of-day> am|pm", -6.581332378213926),
("last <day-of-week> of <time>year (latent)",
-6.581332378213926),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.88818519765398),
("intersectin|during <named-month>|year", -6.581332378213926),
("<time-of-day> am|pmintersect", -5.328569409718558),
("Earth Houryear (latent)", -6.581332378213926),
("Ganesh Chaturthiyear (latent)", -6.581332378213926),
("Octoberyear (latent)", -5.077254981437651),
("intersect<time-of-day> am|pm", -6.581332378213926),
("Mattu Pongalyear (latent)", -6.581332378213926),
("Saturday<part-of-day> at <time-of-day>", -6.581332378213926),
("Daylight Saving Start Dayyear (latent)", -5.665041646339771),
("Shavuotyear (latent)", -6.581332378213926),
("Parsi New Yearyear (latent)", -5.665041646339771),
("at <time-of-day>in|within|after <duration>",
-6.581332378213926),
("the <day-of-month> (ordinal)intersect by \",\", \"of\", \"from\" for year",
-6.581332378213926),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.581332378213926),
("todayin|within|after <duration>", -6.581332378213926),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-6.175867270105761),
("Marchyear (latent)", -6.581332378213926),
("intersect by \",\", \"of\", \"from\", \"'s\"hhhmm",
-6.175867270105761),
("Sukkotyear (latent)", -6.175867270105761),
("hhhmmintersect", -6.175867270105761),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-6.175867270105761),
("Daylight Saving End Dayyear (latent)", -5.665041646339771),
("Clean Mondayyear (latent)", -6.175867270105761),
("the <day-of-month> (ordinal)Sunday", -6.581332378213926),
("monthhour", -6.175867270105761),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.665041646339771),
("todayat <time-of-day>", -6.581332378213926),
("Thursday<time> timezone", -4.183437105415555),
("tonight<time-of-day> am|pm", -6.581332378213926),
("time-of-day (latent)tonight", -6.175867270105761),
("from|since|after <time>December", -6.581332378213926),
("Emergency Medical Services for Children Dayyear (latent)",
-6.581332378213926),
("<time-of-day> am|pmon <day>", -4.566429357671661),
("this <time>hh(:mm) - <time-of-day> am|pm",
-6.581332378213926),
("yyyy-mm-ddhh:mm:ss", -6.175867270105761),
("Tax Daythis|last|next <cycle>", -6.581332378213926),
("dayday", -3.7481190341577095),
("<time> <part-of-day>at <time-of-day>", -6.175867270105761),
("mm/ddat <time-of-day>", -6.581332378213926),
("tonightat <time-of-day>", -5.482720089545816),
("<time-of-day> am|pmabsorption of , after named day",
-5.88818519765398),
("Dayananda Saraswati Jayantiyear (latent)",
-6.581332378213926),
("today<time-of-day> am|pm", -6.581332378213926),
("Februarythe <day-of-month> (ordinal)", -6.175867270105761),
("at <time-of-day><time> <part-of-day>", -6.581332378213926),
("<day-of-month> (ordinal)intersect", -6.175867270105761),
("mm/dd<time-of-day> am|pm", -6.581332378213926),
("hourhour", -3.6109179126442243),
("Mahavir Jayantiyear (latent)", -6.175867270105761),
("Navaratriin|during <named-month>|year", -6.581332378213926),
("Wednesdaythis|last|next <cycle>", -6.581332378213926),
("Lentyear (latent)", -6.581332378213926),
("intersect<named-month> <day-of-month> (non ordinal)",
-4.709530201312334),
("Boghiyear (latent)", -6.581332378213926),
("dayyear", -1.802208885102396),
("Karva Chauthin|during <named-month>|year",
-6.581332378213926),
("Thursdayfrom|since|after <time>", -6.175867270105761),
("<time-of-day> o'clockin|during the <part-of-day>",
-6.581332378213926),
("Thursdayat <time-of-day>", -5.88818519765398),
("Islamic New Yearyear (latent)", -6.175867270105761),
("Laylat al-Qadryear (latent)", -5.665041646339771),
("part of days<time-of-day> am|pm", -6.581332378213926),
("Shrove Tuesdayyear (latent)", -6.581332378213926),
("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-5.88818519765398),
("hourminute", -6.175867270105761),
("<time-of-day> am|pmtomorrow", -5.665041646339771),
("Yom Kippuryear (latent)", -6.581332378213926),
("<day-of-month> (ordinal)Tuesday", -5.88818519765398),
("<part-of-day> of <time>year (latent)", -6.581332378213926),
("minutehour", -5.328569409718558),
("Kaanum Pongalyear (latent)", -6.175867270105761),
("Maha Saptamiyear (latent)", -6.581332378213926),
("at <time-of-day>in|during the <part-of-day>",
-5.88818519765398),
("time-of-day (latent)tomorrow", -5.665041646339771),
("part of daysat <time-of-day>", -4.971894465779825),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-4.566429357671661),
("for <duration> from <time>December", -6.581332378213926),
("tomorrow<time-of-day> sharp|exactly", -6.581332378213926),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.328569409718558),
("intersect by \",\", \"of\", \"from\" for yearhhhmm",
-5.328569409718558),
("time-of-day (latent)this <part-of-day>", -6.581332378213926),
("Pentecostyear (latent)", -6.581332378213926),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.328569409718558),
("<day-of-month> (ordinal)February", -6.581332378213926),
("Eid al-Fitryear (latent)", -5.195038017094035),
("Vasant Panchamiin|during <named-month>|year",
-6.581332378213926),
("Mini-Tuesday<duration> hence|ago", -6.581332378213926),
("Mondayin|during the <part-of-day>", -6.581332378213926),
("Chhathin|during <named-month>|year", -6.581332378213926),
("Diwaliin|during <named-month>|year", -6.581332378213926),
("this <part-of-day><time-of-day> am|pm", -6.581332378213926),
("Vaisakhiin|during <named-month>|year", -6.581332378213926),
("Guru Ravidass Jayantiyear (latent)", -5.328569409718558),
("Raksha Bandhanyear (latent)", -6.581332378213926),
("daysecond", -6.175867270105761),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-6.175867270105761),
("Emancipation Dayyear (latent)", -5.88818519765398),
("Ratha-Yatrayear (latent)", -6.581332378213926),
("Ashurayear (latent)", -6.581332378213926),
("Tuesdayin|during <named-month>|year", -6.581332378213926),
("Chinese New Yearyear (latent)", -6.581332378213926),
("tomorrowintersect", -6.581332378213926),
("Lag BaOmeryear (latent)", -6.581332378213926),
("last weekend of <named-month>year (latent)",
-6.581332378213926),
("Eid al-Adhayear (latent)", -4.441266214717655),
("intersectin|during the <part-of-day>", -6.581332378213926),
("Palm Sundayyear (latent)", -6.581332378213926),
("Christmasat <time-of-day>", -6.581332378213926),
("Passoveryear (latent)", -6.581332378213926),
("Lazarus Saturdayyear (latent)", -6.581332378213926),
("<day-of-month> (ordinal or number) <named-month>year (latent)",
-6.581332378213926),
("Cyber Mondayyear (latent)", -6.175867270105761),
("hhhmmon <day>", -5.665041646339771),
("Yom HaShoahyear (latent)", -6.175867270105761),
("Thursday<datetime> - <datetime> (interval)",
-6.175867270105761),
("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
-6.581332378213926),
("Septemberyear (latent)", -6.175867270105761),
("Thursday<time-of-day> - <time-of-day> (interval)",
-5.077254981437651),
("Halloweenyear (latent)", -6.581332378213926),
("<ordinal> last <cycle> of <time>year (latent)",
-6.175867270105761),
("from <time-of-day> - <time-of-day> (interval)on <day>",
-5.88818519765398),
("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
-6.581332378213926),
("at <time-of-day>intersect", -5.665041646339771),
("Rosh Hashanahyear (latent)", -5.88818519765398),
("Super Tuesdayyear (latent)", -5.665041646339771),
("Dhanterasyear (latent)", -6.581332378213926),
("Tu BiShvatyear (latent)", -6.581332378213926),
("<day-of-month> (ordinal)December", -5.88818519765398),
("Holiyear (latent)", -5.88818519765398),
("<time-of-day> - <time-of-day> (interval)tomorrow",
-6.581332378213926),
("Holika Dahanyear (latent)", -5.88818519765398),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-6.175867270105761),
("dayminute", -3.231428290939321),
("Mawlidyear (latent)", -6.581332378213926),
("from <datetime> - <datetime> (interval)on <day>",
-6.175867270105761),
("<datetime> - <datetime> (interval)tomorrow",
-6.581332378213926),
("Jumu'atul-Widayear (latent)", -5.665041646339771),
("minuteday", -2.8318283022835544),
("absorption of , after named dayintersect", -5.88818519765398),
("intersectyear (latent)", -6.581332378213926),
("Orthodox Easter Sundayyear (latent)", -6.581332378213926),
("time-of-day (latent)in|within|after <duration>",
-6.581332378213926),
("<ordinal> <cycle> of <time>year (latent)",
-6.581332378213926),
("Mini-Tuesdayyear (latent)", -6.581332378213926),
("intersecthhhmm", -6.175867270105761),
("the <day-of-month> (ordinal)in|during the <part-of-day>",
-6.581332378213926),
("Boss's Dayyear (latent)", -6.175867270105761),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-6.581332378213926),
("Global Youth Service Dayyear (latent)", -6.581332378213926),
("Dhanterasin|during <named-month>|year", -6.581332378213926),
("Super Tuesdayin|during <named-month>|year",
-6.581332378213926),
("tonight<time-of-day> o'clock", -6.581332378213926),
("Tisha B'Avyear (latent)", -6.581332378213926),
("Isra and Mi'rajyear (latent)", -5.665041646339771),
("at <time-of-day>on <day>", -4.971894465779825),
("at <time-of-day>absorption of , after named day",
-6.175867270105761),
("time-of-day (latent)<time> <part-of-day>", -5.88818519765398),
("Christmasyear (latent)", -6.175867270105761),
("Saturdayintersect", -6.581332378213926),
("Naraka Chaturdashiyear (latent)", -6.175867270105761),
("Thai Pongalin|during <named-month>|year", -6.581332378213926),
("Emergency Medical Services Weekyear (latent)",
-6.581332378213926),
("dayweek", -6.581332378213926),
("Easter Sundayyear (latent)", -5.88818519765398),
("between <time-of-day> and <time-of-day> (interval)on <day>",
-6.175867270105761),
("weekyear", -5.482720089545816),
("Super Tuesdaythis|last|next <cycle>", -6.581332378213926),
("King's Dayyear (latent)", -5.077254981437651),
("hh:mmin|during the <part-of-day>", -5.665041646339771),
("<cycle> after|before <time><time-of-day> am|pm",
-6.175867270105761),
("first|second|third|fourth|fifth <day-of-week> of <time>year (latent)",
-5.88818519765398),
("Hanukkahyear (latent)", -5.88818519765398),
("Rama Navamiyear (latent)", -6.581332378213926),
("February<time> <part-of-day>", -6.581332378213926),
("National Grandparents Dayyear (latent)", -6.581332378213926),
("time-of-day (latent)in|during the <part-of-day>",
-5.88818519765398),
("Great Lentyear (latent)", -6.581332378213926),
("tomorrowat <time-of-day>", -5.88818519765398),
("hhmm (latent)in|during the <part-of-day>",
-6.581332378213926),
("Labor Dayyear (latent)", -6.581332378213926),
("tomorrow<part-of-day> at <time-of-day>", -6.175867270105761),
("Ugadiyear (latent)", -5.195038017094035),
("Vaisakhiyear (latent)", -5.88818519765398),
("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-5.88818519765398),
("last <cycle> of <time>year (latent)", -5.88818519765398),
("at <time-of-day>tomorrow", -6.175867270105761),
("tomorrow<time-of-day> am|pm", -6.581332378213926),
("President's Dayyear (latent)", -6.581332378213926),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-6.581332378213926),
("Diwaliyear (latent)", -6.581332378213926),
("between <time> and <time>on <day>", -6.175867270105761),
("Black Fridayyear (latent)", -6.175867270105761),
("the <ordinal> last <cycle> of <time>year (latent)",
-6.581332378213926),
("in|during the <part-of-day>at <time-of-day>",
-6.581332378213926),
("Chhathyear (latent)", -6.175867270105761),
("Vasant Panchamiyear (latent)", -6.581332378213926),
("Tax Dayyear (latent)", -5.482720089545816),
("Rabindra Jayantiyear (latent)", -5.328569409718558),
("this <part-of-day>at <time-of-day>", -5.328569409718558),
("St Patrick's Dayyear (latent)", -6.581332378213926),
("Thursday<time> (timezone)", -6.581332378213926),
("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-6.581332378213926),
("Pargat Diwasyear (latent)", -5.328569409718558),
("<datetime> - <datetime> (interval)July", -6.175867270105761),
("on <day><named-month> <day-of-month> (non ordinal)",
-5.88818519765398),
("Februaryintersect", -6.581332378213926),
("Mother's Dayyear (latent)", -6.581332378213926),
("Simchat Torahyear (latent)", -6.581332378213926),
("minuteyear", -6.581332378213926)],
n = 553},
koData =
ClassData{prior = -0.9620129812122502, unseen = -6.92951677076365,
likelihoods =
HashMap.fromList
[("Thursdayhhhmm", -4.731313240828446),
("hourday", -3.6327009521603366),
("<hour-of-day> <integer><time-of-day> am|pm",
-6.23539063760472),
("<day-of-month> (ordinal)August", -6.23539063760472),
("dayhour", -3.5612419881781916),
("<time> timezoneyear (latent)", -5.5422434570447745),
("<time-of-day> - <time-of-day> (interval)on <day>",
-5.319099905730565),
("Tuesdayfrom|since|after <time>", -5.136778348936611),
("daymonth", -3.5273404365025103),
("hourquarter", -5.319099905730565),
("monthyear", -4.982627669109352),
("<time-of-day> am|pmyear (latent)", -5.5422434570447745),
("Thai Pongalyear (latent)", -5.5422434570447745),
("intersecthh:mm", -6.23539063760472),
("from <datetime> - <datetime> (interval)July",
-5.829925529496556),
("<datetime> - <datetime> (interval)Sunday",
-5.829925529496556),
("<day-of-month> (ordinal)Wednesday", -6.23539063760472),
("houryear", -4.443631168376665),
("from <time-of-day> - <time-of-day> (interval)July",
-6.23539063760472),
("<day-of-month> (ordinal)October", -6.23539063760472),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.5422434570447745),
("hournograin", -4.982627669109352),
("<time-of-day> am|pmintersect", -4.982627669109352),
("Octoberyear (latent)", -6.23539063760472),
("Good Fridayyear (latent)", -5.829925529496556),
("time-of-day (latent)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.829925529496556),
("early morningat <time-of-day>", -6.23539063760472),
("until <time>on <day>", -5.5422434570447745),
("part of days<time-of-day> - <time-of-day> (interval)",
-6.23539063760472),
("time-of-day (latent)intersect", -5.5422434570447745),
("todayin <number> (implicit minutes)", -6.23539063760472),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.5422434570447745),
("this <part-of-day><time-of-day> - <time-of-day> (interval)",
-6.23539063760472),
("about|exactly <time-of-day>year (latent)", -6.23539063760472),
("hh:mmon <day>", -4.982627669109352),
("hhhmmintersect", -5.829925529496556),
("absorption of , after named dayJuly", -5.319099905730565),
("from|since|after <time>July", -5.829925529496556),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-5.319099905730565),
("Clean Mondayyear (latent)", -6.23539063760472),
("monthhour", -6.23539063760472),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.829925529496556),
("hourmonth", -4.095324474108449),
("todayat <time-of-day>", -6.23539063760472),
("hhhmmyear (latent)", -4.982627669109352),
("from|since|after <time>December", -6.23539063760472),
("from|since|after <time><time-of-day> am|pm",
-6.23539063760472),
("<time-of-day> am|pmon <day>", -4.982627669109352),
("Mondayyear (latent)", -5.136778348936611),
("dayday", -3.8840153804412427),
("mm/ddat <time-of-day>", -5.829925529496556),
("on <day>September", -5.5422434570447745),
("time-of-day (latent)September", -5.829925529496556),
("hourhour", -4.155949095924885),
("time-of-day (latent)on <day>", -4.731313240828446),
("<datetime> - <datetime> (interval)year (latent)",
-6.23539063760472),
("time-of-day (latent)<cycle> after|before <time>",
-5.829925529496556),
("dayyear", -2.9031861274295165),
("Thursdaymm/dd", -6.23539063760472),
("New Year's Dayyear (latent)", -5.319099905730565),
("Tuesdayyear (latent)", -5.136778348936611),
("time-of-day (latent)Sunday", -5.829925529496556),
("Thursdayfrom|since|after <time>", -4.5306425453662955),
("Thursdayat <time-of-day>", -4.625952725170619),
("<integer> to|till|before <hour-of-day>September",
-6.23539063760472),
("Aprilyear (latent)", -6.23539063760472),
("the <day-of-month> (ordinal)July", -6.23539063760472),
("the <day-of-month> (number)July", -6.23539063760472),
("monthminute", -6.23539063760472),
("<time-of-day> am|pmtomorrow", -5.829925529496556),
("Thursdayhh:mm", -5.319099905730565),
("<day-of-month> (ordinal)Tuesday", -5.829925529496556),
("minutemonth", -4.095324474108449),
("time-of-day (latent)Friday", -5.829925529496556),
("minutehour", -6.23539063760472),
("Tuesdayin <number> (implicit minutes)", -6.23539063760472),
("part of daysat <time-of-day>", -5.136778348936611),
("time-of-day (latent)this|last|next <cycle>",
-3.8840153804412427),
("<day-of-month> (ordinal)Sunday", -6.23539063760472),
("Augustyear (latent)", -5.829925529496556),
("week-endin|during <named-month>|year", -6.23539063760472),
("time-of-day (latent)Tuesday", -5.829925529496556),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\" for year",
-6.23539063760472),
("mm/dd<time-of-day> - <time-of-day> (interval)",
-5.829925529496556),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-6.23539063760472),
("tonight<time-of-day> - <time-of-day> (interval)",
-6.23539063760472),
("Tuesdayin|during <named-month>|year", -6.23539063760472),
("Sundayyear (latent)", -5.319099905730565),
("hourweek", -5.319099905730565),
("the <day-of-month> (ordinal)Monday", -5.5422434570447745),
("Christmasat <time-of-day>", -6.23539063760472),
("from|since|after <time>year (latent)", -5.136778348936611),
("hhhmmon <day>", -5.319099905730565),
("yesterday<time-of-day> am|pm", -6.23539063760472),
("<day-of-month> (ordinal)July", -5.5422434570447745),
("Tuesday<duration> hence|ago", -6.23539063760472),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-6.23539063760472),
("mm/ddyear (latent)", -6.23539063760472),
("Thursday<time-of-day> - <time-of-day> (interval)",
-6.23539063760472),
("in|during <named-month>|yearyear (latent)",
-6.23539063760472),
("Tuesdaythis|last|next <cycle>", -6.23539063760472),
("at <time-of-day>intersect", -5.319099905730565),
("hh:mmyear (latent)", -4.84909627648483),
("Holiyear (latent)", -6.23539063760472),
("until <time><time-of-day> am|pm", -6.23539063760472),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.829925529496556),
("dayminute", -3.3450188797085554),
("yyyy-mm-ddhh:mm", -5.829925529496556),
("intersectfrom|since|after <time>", -5.829925529496556),
("intersectSeptember", -4.363588460703129),
("minuteday", -3.078390216454607),
("absorption of , after named dayintersect", -6.23539063760472),
("intersectyear (latent)", -6.23539063760472),
("Februaryin|during the <part-of-day>", -6.23539063760472),
("<duration> after|before|from|past <time>December",
-6.23539063760472),
("time-of-day (latent)July", -5.5422434570447745),
("Saturdayyear (latent)", -6.23539063760472),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-6.23539063760472),
("<day-of-month> (ordinal)Monday", -4.982627669109352),
("at <time-of-day>on <day>", -5.319099905730565),
("absorption of , after named daySeptember",
-4.982627669109352),
("Naraka Chaturdashiyear (latent)", -6.23539063760472),
("from|since|after <time>on <day>", -5.319099905730565),
("dayweek", -6.23539063760472),
("Easter Sundayyear (latent)", -5.829925529496556),
("Thursday<time-of-day> am|pm", -4.982627669109352),
("weekyear", -5.829925529496556),
("time-of-day (latent)Thursday", -5.829925529496556),
("<named-month> <day-of-month> (non ordinal)until <time>",
-6.23539063760472),
("<day-of-month> (ordinal)April", -6.23539063760472),
("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-5.829925529496556),
("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-5.5422434570447745),
("Sundayfrom|since|after <time>", -6.23539063760472),
("absorption of , after named dayFebruary", -5.319099905730565),
("time-of-day (latent)in|during the <part-of-day>",
-5.829925529496556),
("July<integer> to|till|before <hour-of-day>",
-6.23539063760472),
("tomorrowat <time-of-day>", -6.23539063760472),
("daynograin", -5.829925529496556),
("Fridayin|during <named-month>|year", -6.23539063760472),
("<integer> to|till|before <hour-of-day>July",
-5.829925529496556),
("last <cycle> of <time>year (latent)", -5.829925529496556),
("tomorrow<time-of-day> am|pm", -6.23539063760472),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-5.5422434570447745),
("Diwaliyear (latent)", -5.829925529496556),
("<time-of-day> - <time-of-day> (interval)July",
-6.23539063760472),
("this <part-of-day>at <time-of-day>", -5.319099905730565),
("Fridayyear (latent)", -5.319099905730565),
("Tuesdayin|within|after <duration>", -6.23539063760472),
("time-of-day (latent)April", -6.23539063760472),
("minuteyear", -4.038166060268501)],
n = 342}}),
("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 = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("in <number> (implicit minutes)",
Classifier{okData =
ClassData{prior = -1.3862943611198906,
unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("integer (numeric)", -0.3184537311185346),
("integer (0..19)", -1.2992829841302609)],
n = 9},
koData =
ClassData{prior = -0.2876820724517809,
unseen = -3.4011973816621555,
likelihoods =
HashMap.fromList
[("integer (numeric)", -0.2318016140573243),
("integer (0..19)", -1.575536360758419)],
n = 27}}),
("<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 = -3.891820298110627,
likelihoods = HashMap.fromList [("", 0.0)], n = 47},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("from <datetime> - <datetime> (interval)",
Classifier{okData =
ClassData{prior = -1.3737155789130304, unseen = -4.532599493153256,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -3.4231762883809305),
("minuteminute", -2.91235066461494),
("the <day-of-month> (number)the <day-of-month> (ordinal)",
-3.828641396489095),
("<day-of-month> (ordinal)<day-of-month> (ordinal)",
-3.4231762883809305),
("the <day-of-month> (ordinal)the <day-of-month> (ordinal)",
-3.4231762883809305),
("hh:mmhh:mm", -2.91235066461494),
("dayday", -1.9568392195875037),
("the <day-of-month> (ordinal)the <day-of-month> (number)",
-3.828641396489095),
("the <day-of-month> (number)the <day-of-month> (number)",
-3.4231762883809305),
("<named-month>|<named-day> <day-of-month> (ordinal)<day-of-month> (ordinal)",
-3.828641396489095),
("<time-of-day> am|pmtime-of-day (latent)", -3.828641396489095),
("hourhour", -3.4231762883809305),
("minutehour", -3.4231762883809305),
("<day-of-month> (ordinal)the <day-of-month> (ordinal)",
-3.828641396489095),
("the <day-of-month> (ordinal)<day-of-month> (ordinal)",
-3.828641396489095),
("<time-of-day> am|pm<time-of-day> am|pm", -3.828641396489095),
("<day-of-month> (ordinal)the <day-of-month> (number)",
-3.828641396489095)],
n = 20},
koData =
ClassData{prior = -0.29191040856130207, unseen = -5.14166355650266,
likelihoods =
HashMap.fromList
[("hourday", -2.570849079588725),
("dayhour", -3.056356895370426),
("<day-of-month> (ordinal)the <day-of-month> (ordinal or number) of <named-month>",
-4.037186148382152),
("time-of-day (latent)intersect by \",\", \"of\", \"from\", \"'s\"",
-4.442651256490317),
("time-of-day (latent)<day-of-month> (ordinal)",
-4.442651256490317),
("time-of-day (latent)intersect", -4.442651256490317),
("<day-of-month> (ordinal)time-of-day (latent)",
-3.7495040759303713),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-4.442651256490317),
("hh:mmtime-of-day (latent)", -3.5263605246161616),
("hh:mm<time-of-day> am|pm", -4.037186148382152),
("minuteminute", -3.5263605246161616),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-4.442651256490317),
("time-of-day (latent)time-of-day (latent)",
-3.5263605246161616),
("hh:mmhh:mm", -4.442651256490317),
("dayday", -1.916922612182061),
("the <day-of-month> (ordinal)the <day-of-month> (number)",
-4.037186148382152),
("the <day-of-month> (number)the <day-of-month> (number)",
-4.442651256490317),
("time-of-day (latent)the <day-of-month> (ordinal or number) of <named-month>",
-4.037186148382152),
("<day-of-month> (ordinal)intersect", -4.442651256490317),
("hourhour", -3.1898882879949486),
("time-of-day (latent)the <day-of-month> (ordinal)",
-4.442651256490317),
("dayyear", -4.442651256490317),
("the <day-of-month> (ordinal)time-of-day (latent)",
-4.442651256490317),
("the <day-of-month> (number)time-of-day (latent)",
-4.442651256490317),
("minutehour", -3.3440389678222067),
("the <day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-4.442651256490317),
("the <day-of-month> (number)intersect by \",\", \"of\", \"from\", \"'s\"",
-4.442651256490317),
("hh:mmintersect", -4.037186148382152),
("time-of-day (latent)<day-of-month> (ordinal or number) of <month>",
-4.037186148382152),
("<day-of-month> (ordinal)<day-of-month> (ordinal or number) <named-month>",
-4.442651256490317),
("<day-of-month> (ordinal)<day-of-month> (ordinal or number) of <month>",
-4.037186148382152),
("time-of-day (latent)<time-of-day> am|pm", -4.442651256490317),
("time-of-day (latent)<day-of-month> (ordinal or number) <named-month>",
-4.442651256490317),
("time-of-day (latent)the <day-of-month> (number)",
-4.037186148382152),
("the <day-of-month> (ordinal)<day-of-month> (ordinal or number) <named-month>",
-4.442651256490317),
("the <day-of-month> (number)<day-of-month> (ordinal or number) <named-month>",
-4.442651256490317),
("the <day-of-month> (number)the <day-of-month> (ordinal or number) of <named-month>",
-4.037186148382152),
("the <day-of-month> (ordinal)the <day-of-month> (ordinal or number) of <named-month>",
-4.037186148382152),
("<day-of-month> (ordinal)<day-of-month> (ordinal or number) of <named-month>",
-4.037186148382152),
("time-of-day (latent)<day-of-month> (ordinal or number) of <named-month>",
-4.037186148382152),
("<day-of-month> (ordinal)the <day-of-month> (number)",
-4.442651256490317),
("the <day-of-month> (ordinal)intersect", -4.037186148382152),
("<named-month> <day-of-month> (non ordinal)time-of-day (latent)",
-4.442651256490317),
("the <day-of-month> (number)intersect", -4.037186148382152)],
n = 59}}),
("Saturday",
Classifier{okData =
ClassData{prior = -0.11778303565638351,
unseen = -2.3025850929940455,
likelihoods = HashMap.fromList [("", 0.0)], n = 8},
koData =
ClassData{prior = -2.1972245773362196,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("Mini-Tuesday",
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 <cycle> of <time>",
Classifier{okData =
ClassData{prior = -0.15415067982725836,
unseen = -2.995732273553991,
likelihoods =
HashMap.fromList
[("week (grain)<named-month>|<named-day> <day-of-month> (ordinal)",
-1.845826690498331),
("weekmonth", -1.845826690498331),
("week (grain)October", -1.845826690498331),
("week (grain)<named-month> <day-of-month> (non ordinal)",
-1.845826690498331),
("weekday", -1.3350010667323402)],
n = 6},
koData =
ClassData{prior = -1.9459101490553135,
unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("second (grain) March", -1.5040773967762742),
("secondmonth", -1.5040773967762742)],
n = 1}}),
("number.number hours",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("hour (grain)", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("from <time-of-day> - <time-of-day> (interval)",
Classifier{okData =
ClassData{prior = -0.7308875085427924,
unseen = -3.6888794541139363,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -2.5649493574615367),
("minuteminute", -1.8718021769015913),
("hh:mmhh:mm", -1.8718021769015913),
("<time-of-day> am|pmtime-of-day (latent)",
-2.5649493574615367),
("hourhour", -2.5649493574615367),
("hourminute", -2.5649493574615367),
("minutehour", -2.0541237336955462),
("time-of-day (latent)<time-of-day> sharp|exactly",
-2.9704144655697013),
("time-of-day (latent)hh:mm", -2.9704144655697013),
("<time-of-day> am|pm<time-of-day> am|pm",
-2.5649493574615367)],
n = 13},
koData =
ClassData{prior = -0.6567795363890705,
unseen = -3.7376696182833684,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -1.9218125974762528),
("hh:mm<time-of-day> am|pm", -2.6149597780361984),
("minuteminute", -2.6149597780361984),
("time-of-day (latent)time-of-day (latent)",
-1.9218125974762528),
("hh:mmhh:mm", -3.0204248861443626),
("hourhour", -1.7676619176489945),
("minutehour", -1.7676619176489945),
("time-of-day (latent)<time-of-day> am|pm",
-3.0204248861443626)],
n = 14}}),
("integer 21..99",
Classifier{okData =
ClassData{prior = -0.916290731874155, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("integer (20..90)integer (0..19)", -0.2876820724517809)],
n = 2},
koData =
ClassData{prior = -0.5108256237659907, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("integer (numeric)integer (numeric)", -0.2231435513142097)],
n = 3}}),
("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 = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -0.1244944702443703, unseen = -5.594711379601839,
likelihoods =
HashMap.fromList
[("integer (numeric)", -2.2642476749759777e-2),
("intersect 2 numbers", -4.204692619390966)],
n = 264},
koData =
ClassData{prior = -2.145095511901273, unseen = -3.6888794541139363,
likelihoods =
HashMap.fromList
[("integer (numeric)", -1.5841201044498106),
("negative numbers", -0.40546510810816444),
("compose by multiplication", -2.277267285009756)],
n = 35}}),
("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 = -0.15415067982725836,
unseen = -3.5553480614894135,
likelihoods =
HashMap.fromList
[("minuteminute", -2.833213344056216),
("<time-of-day> am|pm<integer> <unit-of-duration>",
-2.1400661634962708),
("dayday", -1.4469189829363254),
("hourminute", -1.916922612182061),
("hhhmm<integer> <unit-of-duration>", -2.833213344056216),
("intersect<integer> <unit-of-duration>", -2.1400661634962708),
("<day-of-month> (ordinal or number) <named-month><integer> <unit-of-duration>",
-2.4277482359480516),
("from|since|after <time><integer> <unit-of-duration>",
-2.1400661634962708)],
n = 12},
koData =
ClassData{prior = -1.9459101490553135, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("monthday", -1.540445040947149),
("December<integer> <unit-of-duration>", -1.540445040947149)],
n = 2}}),
("hhhmm",
Classifier{okData =
ClassData{prior = -2.247285585205863e-2,
unseen = -3.828641396489095,
likelihoods = HashMap.fromList [("", 0.0)], n = 44},
koData =
ClassData{prior = -3.8066624897703196,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("as soon as possible",
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",
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}}),
("Mahavir Jayanti",
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 = -0.322773392263051, unseen = -3.1354942159291497,
likelihoods = HashMap.fromList [("", 0.0)], n = 21},
koData =
ClassData{prior = -1.2878542883066382,
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}}),
("Dayananda Saraswati Jayanti",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("hh:mm:ss",
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}}),
("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}}),
("first|second|third|fourth|fifth <day-of-week> of <time>",
Classifier{okData =
ClassData{prior = -6.453852113757118e-2,
unseen = -3.713572066704308,
likelihoods =
HashMap.fromList
[("daymonth", -0.916290731874155),
("ordinals (first..twentieth,thirtieth,...)Tuesdaythis|last|next <cycle>",
-2.995732273553991),
("ordinals (first..twentieth,thirtieth,...)TuesdaySeptember",
-2.995732273553991),
("ordinals (first..twentieth,thirtieth,...)Tuesdayintersect",
-2.995732273553991),
("ordinals (first..twentieth,thirtieth,...)WednesdayOctober",
-2.5902671654458267),
("ordinals (first..twentieth,thirtieth,...)Wednesdayintersect",
-2.5902671654458267),
("ordinals (first..twentieth,thirtieth,...)Mondaythis|last|next <cycle>",
-1.742969305058623),
("ordinals (first..twentieth,thirtieth,...)TuesdayOctober",
-2.5902671654458267)],
n = 15},
koData =
ClassData{prior = -2.772588722239781, unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("dayyear", -1.791759469228055),
("ordinals (first..twentieth,thirtieth,...)Sundayyear (latent)",
-1.791759469228055)],
n = 1}}),
("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 = -9.53101798043249e-2,
unseen = -3.295836866004329,
likelihoods =
HashMap.fromList
[("at <time-of-day>integer (20..90)", -2.5649493574615367),
("time-of-day (latent)integer (numeric)", -2.159484249353372),
("time-of-day (latent)integer 21..99", -2.159484249353372),
("hour", -0.8602012652231115),
("at <time-of-day>integer (numeric)", -2.159484249353372),
("time-of-day (latent)integer (20..90)", -1.8718021769015913)],
n = 10},
koData =
ClassData{prior = -2.3978952727983707,
unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("hour", -1.3862943611198906),
("time-of-day (latent)integer (20..90)", -1.3862943611198906)],
n = 1}}),
("Rama Navami",
Classifier{okData =
ClassData{prior = 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 = -0.3677247801253174, unseen = -3.332204510175204,
likelihoods =
HashMap.fromList
[("daymonth", -0.9932517730102834),
("ordinals (first..twentieth,thirtieth,...)Tuesdayintersect",
-2.6026896854443837),
("ordinals (first..twentieth,thirtieth,...)Wednesdayintersect",
-2.1972245773362196),
("ordinals (first..twentieth,thirtieth,...)Mondaythis|last|next <cycle>",
-1.6863989535702288),
("ordinals (first..twentieth,thirtieth,...)TuesdayOctober",
-2.1972245773362196)],
n = 9},
koData =
ClassData{prior = -1.1786549963416462, unseen = -2.890371757896165,
likelihoods =
HashMap.fromList
[("daymonth", -1.4469189829363254),
("dayyear", -2.1400661634962708),
("ordinals (first..twentieth,thirtieth,...)TuesdaySeptember",
-2.1400661634962708),
("ordinals (first..twentieth,thirtieth,...)WednesdayOctober",
-1.7346010553881064),
("ordinals (first..twentieth,thirtieth,...)Sundayyear (latent)",
-2.1400661634962708)],
n = 4}}),
("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}}),
("<hour-of-day> quarter",
Classifier{okData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 2}}),
("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}}),
("King's Day",
Classifier{okData =
ClassData{prior = -0.11778303565638351,
unseen = -2.3025850929940455,
likelihoods = HashMap.fromList [("", 0.0)], n = 8},
koData =
ClassData{prior = -2.1972245773362196,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], 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}}),
("from the <day-of-month> (ordinal or number) to the <day-of-month> (ordinal or number) of <named-month> (interval)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.4011973816621555,
likelihoods =
HashMap.fromList
[("ordinal (digits)ordinal (digits)July", -1.9810014688665833),
("integer (numeric)integer (numeric)July", -1.9810014688665833),
("integer (numeric)ordinal (digits)July", -1.9810014688665833),
("ordinal (digits)integer (numeric)July", -1.9810014688665833),
("month", -0.8023464725249373)],
n = 12},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
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 = -4.546237407675729e-2,
unseen = -4.477336814478207,
likelihoods = HashMap.fromList [("", 0.0)], n = 86},
koData =
ClassData{prior = -3.1135153092103742, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),
("<part-of-day> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.2188758248682006,
likelihoods =
HashMap.fromList
[("part of daysintersect by \",\", \"of\", \"from\", \"'s\"",
-2.4849066497880004),
("part of daysintersect", -2.4849066497880004),
("hourday", -0.9808292530117262),
("part of daysthe <day-of-month> (ordinal)",
-2.4849066497880004),
("part of daysthe <day-of-month> (number)",
-2.4849066497880004),
("part of daysthis <time>", -2.4849066497880004),
("part of daysthe <day-of-month> (ordinal or number) of <named-month>",
-2.4849066497880004),
("part of daysChristmas", -2.0794415416798357)],
n = 8},
koData =
ClassData{prior = -infinity, unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [], n = 0}}),
("from <time> for <duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("<time-of-day> am|pm<integer> <unit-of-duration>",
-1.7047480922384253),
("dayday", -1.2992829841302609),
("hourminute", -1.7047480922384253),
("intersect<integer> <unit-of-duration>", -1.7047480922384253),
("<day-of-month> (ordinal or number) <named-month><integer> <unit-of-duration>",
-1.7047480922384253)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("six thirty six a.m.",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("integer (numeric)", -1.0986122886681098),
("one twenty two", -1.0986122886681098),
("one eleven", -1.0986122886681098)],
n = 3},
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}}),
("<integer> <day-of-week> from <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.995732273553991,
likelihoods =
HashMap.fromList
[("integer (numeric)Fridaynow", -2.2512917986064953),
("integer (0..19)Tuesdaynow", -2.2512917986064953),
("integer (0..19)Sundaynow", -2.2512917986064953),
("integer (0..19)Fridaynow", -2.2512917986064953),
("daynograin", -0.9985288301111273),
("integer (numeric)Sundaynow", -2.2512917986064953),
("integer (numeric)Tuesdaynow", -2.2512917986064953)],
n = 6},
koData =
ClassData{prior = -infinity, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [], n = 0}}),
("Shrove Tuesday",
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}}),
("now",
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}}),
("<day-of-month> (ordinal or number) of <named-month>",
Classifier{okData =
ClassData{prior = -0.7339691750802004,
unseen = -3.4657359027997265,
likelihoods =
HashMap.fromList
[("ordinal (digits)July", -2.740840023925201),
("ordinals (first..twentieth,thirtieth,...)March",
-1.6422277352570913),
("ordinal (digits)February", -2.740840023925201),
("integer (numeric)February", -2.3353749158170367),
("month", -0.8690378470236094),
("ordinal (digits)March", -2.3353749158170367),
("integer (numeric)July", -2.740840023925201)],
n = 12},
koData =
ClassData{prior = -0.6539264674066639,
unseen = -3.5263605246161616,
likelihoods =
HashMap.fromList
[("ordinal (digits)July", -1.550597412411167),
("ordinal (digits)February", -2.803360380906535),
("month", -0.8574502318512216),
("integer (numeric)July", -1.550597412411167)],
n = 13}}),
("this <part-of-day>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.4339872044851463,
likelihoods =
HashMap.fromList
[("hour", -0.6931471805599453),
("part of days", -0.6931471805599453)],
n = 14},
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}}),
("<integer> minutes to|till|before <hour-of-day>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("integer (numeric)minute (grain)time-of-day (latent)",
-0.6931471805599453),
("minutehour", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Rabindra Jayanti",
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}}),
("Tax Day",
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}}),
("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}}),
("Pargat Diwas",
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}}),
("Friday",
Classifier{okData =
ClassData{prior = -0.3184537311185346, unseen = -2.890371757896165,
likelihoods = HashMap.fromList [("", 0.0)], n = 16},
koData =
ClassData{prior = -1.2992829841302609,
unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6}}),
("in|during the <part-of-day>",
Classifier{okData =
ClassData{prior = -6.899287148695143e-2,
unseen = -3.4657359027997265,
likelihoods =
HashMap.fromList
[("early morning", -2.740840023925201),
("hour", -0.7259370033829361),
("part of days", -0.7949298748698876)],
n = 14},
koData =
ClassData{prior = -2.70805020110221, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("hour", -0.916290731874155),
("part of days", -0.916290731874155)],
n = 1}}),
("St Patrick'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}}),
("tomorrow",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.1780538303479458,
likelihoods = HashMap.fromList [("", 0.0)], n = 22},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("hh(:mm) - <time-of-day> am|pm",
Classifier{okData =
ClassData{prior = -0.10536051565782628,
unseen = -3.1354942159291497,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -1.0116009116784799),
("hh:mm", -1.9924301646902063), ("hour", -1.0116009116784799),
("minute", -1.9924301646902063)],
n = 9},
koData =
ClassData{prior = -2.3025850929940455,
unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -1.0986122886681098),
("hour", -1.0986122886681098)],
n = 1}}),
("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 = -0.4125322753312568, unseen = -5.303304908059076,
likelihoods =
HashMap.fromList
[("week", -1.3093333199837622),
("month (grain)", -2.4079456086518722),
("year (grain)", -2.2537949288246137),
("week (grain)", -1.3093333199837622),
("quarter", -3.6888794541139363), ("year", -2.2537949288246137),
("month", -2.4079456086518722),
("quarter (grain)", -3.6888794541139363)],
n = 94},
koData =
ClassData{prior = -1.08462604669337, unseen = -4.6913478822291435,
likelihoods =
HashMap.fromList
[("week", -1.8489178830680035),
("month (grain)", -2.4849066497880004),
("year (grain)", -3.0726933146901194),
("second", -2.7362210780689065),
("week (grain)", -1.8489178830680035),
("day", -2.2842359543258492), ("quarter", -3.0726933146901194),
("year", -3.0726933146901194),
("second (grain) ", -2.7362210780689065),
("month", -2.4849066497880004),
("quarter (grain)", -3.0726933146901194),
("day (grain)", -2.2842359543258492)],
n = 48}}),
("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}}),
("Ratha-Yatra",
Classifier{okData =
ClassData{prior = 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 = -2.890371757896165,
likelihoods = HashMap.fromList [("", 0.0)], n = 16},
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 = -0.6225296133459919,
unseen = -3.2188758248682006,
likelihoods =
HashMap.fromList
[("ordinals (first..twentieth,thirtieth,...)",
-1.3862943611198906),
("ordinal (digits)", -0.2876820724517809)],
n = 22},
koData =
ClassData{prior = -0.7691330875378672,
unseen = -3.0910424533583156,
likelihoods =
HashMap.fromList
[("ordinals (first..twentieth,thirtieth,...)",
-0.5596157879354228),
("ordinal (digits)", -0.8472978603872037)],
n = 19}}),
("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 = -0.8649974374866046,
unseen = -2.3025850929940455,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 8},
koData =
ClassData{prior = -0.5465437063680699,
unseen = -2.5649493574615367,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 11}}),
("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}}),
("Guru Ravidass Jayanti",
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}}),
("Sunday",
Classifier{okData =
ClassData{prior = -0.3746934494414107,
unseen = -2.5649493574615367,
likelihoods = HashMap.fromList [("", 0.0)], n = 11},
koData =
ClassData{prior = -1.1631508098056809,
unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5}}),
("Chinese New Year",
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}}),
("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 = -7.696104113612832e-2,
unseen = -3.295836866004329,
likelihoods = HashMap.fromList [("", 0.0)], n = 25},
koData =
ClassData{prior = -2.6026896854443837,
unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),
("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}}),
("the nth <time> after <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("ordinals (first..twentieth,thirtieth,...)Super Tuesdayyear (latent)",
-1.252762968495368),
("dayyear", -0.8472978603872037),
("ordinal (digits)Super Tuesdaythis|last|next <cycle>",
-1.252762968495368)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("Orthodox Good Friday",
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}}),
("time-of-day (latent)",
Classifier{okData =
ClassData{prior = -0.7048889984366284, unseen = -4.867534450455582,
likelihoods =
HashMap.fromList
[("integer (numeric)", -9.763846956391606e-2),
("integer (0..19)", -2.374905754573672)],
n = 127},
koData =
ClassData{prior = -0.6815416344396374, unseen = -4.890349128221754,
likelihoods =
HashMap.fromList
[("integer (numeric)", -0.15541410387403026),
("integer (0..19)", -1.9383629434199303)],
n = 130}}),
("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 = -2.772588722239781,
likelihoods =
HashMap.fromList
[("daymonth", -0.916290731874155),
("SundayMarch", -2.0149030205422647),
("MondayMarch", -2.0149030205422647),
("FridayOctober", -1.6094379124341003),
("Sundayintersect", -2.0149030205422647)],
n = 5},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("<integer> <unit-of-duration>",
Classifier{okData =
ClassData{prior = -0.5962052353677147,
unseen = -5.3471075307174685,
likelihoods =
HashMap.fromList
[("week", -2.7032769223495525),
("integer (0..19)year (grain)", -2.9444389791664407),
("integer (numeric)day (grain)", -2.7032769223495525),
("integer (0..19)second (grain) ", -3.9560398908449206),
("integer (0..19)hour (grain)", -3.1451096746285914),
("second", -3.550574782736756),
("integer (numeric)second (grain) ", -4.243721963296701),
("integer (numeric)year (grain)", -3.262892710284975),
("day", -2.4519624940686464), ("year", -2.4519624940686464),
("integer (numeric)week (grain)", -3.262892710284975),
("integer (0..19)month (grain)", -3.7328963395307104),
("integer (20..90)minute (grain)", -4.6491870714048655),
("hour", -2.777384894503274), ("month", -3.3964241029094975),
("integer (numeric)minute (grain)", -2.634284050862601),
("integer (0..19)minute (grain)", -3.262892710284975),
("integer (numeric)month (grain)", -4.243721963296701),
("minute", -2.2068400360356613),
("integer (numeric)hour (grain)", -3.7328963395307104),
("integer (0..19)day (grain)", -3.7328963395307104),
("integer (0..19)week (grain)", -3.3964241029094975)],
n = 92},
koData =
ClassData{prior = -0.8005056988804446, unseen = -5.170483995038151,
likelihoods =
HashMap.fromList
[("week", -3.5553480614894135),
("integer (0..19)year (grain)", -4.0661736852554045),
("integer (numeric)day (grain)", -4.0661736852554045),
("integer (numeric)quarter (grain)", -4.0661736852554045),
("integer (numeric)year (grain)", -4.0661736852554045),
("day", -3.5553480614894135), ("quarter", -3.5553480614894135),
("year", -3.5553480614894135),
("integer (numeric)week (grain)", -4.0661736852554045),
("integer (0..19)month (grain)", -4.0661736852554045),
("hour", -1.157452788691043), ("month", -3.5553480614894135),
("integer (numeric)minute (grain)", -4.471638793363569),
("integer (numeric)month (grain)", -4.0661736852554045),
("minute", -4.471638793363569),
("integer (numeric)hour (grain)", -1.157452788691043),
("integer (0..19)day (grain)", -4.0661736852554045),
("integer (0..19)week (grain)", -4.0661736852554045),
("integer (0..19)quarter (grain)", -4.0661736852554045)],
n = 75}}),
("from the <day-of-month> (ordinal or number) to the <day-of-month> (ordinal or number) <named-month> (interval)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.772588722239781,
likelihoods =
HashMap.fromList
[("ordinal (digits)ordinal (digits)July", -1.3217558399823195),
("integer (numeric)integer (numeric)July", -1.3217558399823195),
("month", -0.7621400520468967)],
n = 6},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("Guru Gobind Singh Jayanti",
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}}),
("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}}),
("Krishna Janmashtami",
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}}),
("<time-of-day> am|pm",
Classifier{okData =
ClassData{prior = -0.2607262624632527, unseen = -5.71042701737487,
likelihoods =
HashMap.fromList
[("from|since|after <time>", -3.7612001156935624),
("integer after|past <hour-of-day>", -4.3208159036289855),
("at <time-of-day>", -2.374905754573672),
("<time-of-day> o'clock", -4.608497976080766),
("half after|past <hour-of-day>", -4.608497976080766),
("second", -5.01396308418893), ("hh:mm:ss", -5.01396308418893),
("<hour-of-day> <integer>", -4.097672352314775),
("<integer> minutes to|till|before <hour-of-day>",
-5.01396308418893),
("time-of-day (latent)", -1.6997770795164049),
("hhmm (latent)", -5.01396308418893),
("hh:mm", -2.374905754573672),
("quarter after|past <hour-of-day>", -3.5098856874126563),
("until <time>", -4.3208159036289855),
("about|exactly <time-of-day>", -5.01396308418893),
("hour", -1.252762968495368),
("<time-of-day> sharp|exactly", -5.01396308418893),
("minute", -1.6817585740137264)],
n = 141},
koData =
ClassData{prior = -1.4718165345580525,
unseen = -4.6443908991413725,
likelihoods =
HashMap.fromList
[("<integer> to|till|before <hour-of-day>", -3.248434627109745),
("from|since|after <time>", -3.248434627109745),
("at <time-of-day>", -3.536116699561526),
("time-of-day (latent)", -1.1689930854299093),
("hh:mm", -3.536116699561526),
("until <time>", -3.9415818076696905),
("hour", -1.0238110755854113), ("minute", -2.6888188391743224)],
n = 42}}),
("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}}),
("on <day>",
Classifier{okData =
ClassData{prior = -0.21511137961694557, unseen = -4.0943445622221,
likelihoods =
HashMap.fromList
[("Thursday", -1.8803128665695), ("mm/dd", -3.3843902633457743),
("absorption of , after named day", -2.691243082785829),
("intersect", -2.691243082785829),
("Saturday", -2.691243082785829),
("Friday", -2.9789251552376097), ("day", -0.8194409058842375),
("the <day-of-month> (ordinal)", -2.9789251552376097),
("intersect by \",\", \"of\", \"from\", \"'s\"",
-2.691243082785829)],
n = 25},
koData =
ClassData{prior = -1.6422277352570913,
unseen = -3.0910424533583156,
likelihoods =
HashMap.fromList
[("intersect", -1.6582280766035324),
("day", -1.0986122886681098),
("intersect by \",\", \"of\", \"from\", \"'s\"",
-1.6582280766035324)],
n = 6}}),
("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 = -1.0296194171811581,
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 = -0.4418327522790392,
unseen = -3.9318256327243257,
likelihoods =
HashMap.fromList
[("hour (grain)", -2.3025850929940455),
("quarter", -1.3470736479666092),
("minute (grain)", -2.8134107167600364),
("hour", -2.3025850929940455),
("quarter (grain)", -1.3470736479666092),
("minute", -2.8134107167600364)],
n = 18}}),
("at the beginning|end of <year>",
Classifier{okData =
ClassData{prior = -0.13353139262452263,
unseen = -2.890371757896165,
likelihoods =
HashMap.fromList
[("year (latent)", -1.2237754316221157),
("this|last|next <cycle>", -1.4469189829363254),
("year", -0.7537718023763802)],
n = 7},
koData =
ClassData{prior = -2.0794415416798357, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("this|last|next <cycle>", -0.916290731874155),
("year", -0.916290731874155)],
n = 1}}),
("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}}),
("Super Tuesday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.1780538303479458,
likelihoods = HashMap.fromList [("", 0.0)], n = 22},
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 = -0.13353139262452263,
unseen = -4.276666119016055,
likelihoods = HashMap.fromList [("", 0.0)], n = 70},
koData =
ClassData{prior = -2.0794415416798357,
unseen = -2.4849066497880004,
likelihoods = HashMap.fromList [("", 0.0)], n = 10}}),
("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}}),
("upcoming <integer> <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -4.02535169073515,
likelihoods =
HashMap.fromList
[("week", -2.3978952727983707),
("integer (0..19)year (grain)", -2.908720896564361),
("integer (numeric)day (grain)", -2.908720896564361),
("integer (numeric)quarter (grain)", -2.908720896564361),
("integer (numeric)year (grain)", -2.908720896564361),
("day", -2.3978952727983707), ("quarter", -2.3978952727983707),
("year", -2.3978952727983707),
("integer (numeric)week (grain)", -2.908720896564361),
("integer (0..19)month (grain)", -2.908720896564361),
("month", -2.3978952727983707),
("integer (numeric)month (grain)", -2.908720896564361),
("integer (0..19)day (grain)", -2.908720896564361),
("integer (0..19)week (grain)", -2.908720896564361),
("integer (0..19)quarter (grain)", -2.908720896564361)],
n = 20},
koData =
ClassData{prior = -infinity, unseen = -2.772588722239781,
likelihoods = HashMap.fromList [], n = 0}}),
("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}}),
("<integer> upcoming <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -4.02535169073515,
likelihoods =
HashMap.fromList
[("week", -2.3978952727983707),
("integer (0..19)year (grain)", -2.908720896564361),
("integer (numeric)day (grain)", -2.908720896564361),
("integer (numeric)quarter (grain)", -2.908720896564361),
("integer (numeric)year (grain)", -2.908720896564361),
("day", -2.3978952727983707), ("quarter", -2.3978952727983707),
("year", -2.3978952727983707),
("integer (numeric)week (grain)", -2.908720896564361),
("integer (0..19)month (grain)", -2.908720896564361),
("month", -2.3978952727983707),
("integer (numeric)month (grain)", -2.908720896564361),
("integer (0..19)day (grain)", -2.908720896564361),
("integer (0..19)week (grain)", -2.908720896564361),
("integer (0..19)quarter (grain)", -2.908720896564361)],
n = 20},
koData =
ClassData{prior = -infinity, unseen = -2.772588722239781,
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 = -0.6931471805599453,
unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6}}),
("ordinals (first..twentieth,thirtieth,...)",
Classifier{okData =
ClassData{prior = -2.6668247082161294e-2,
unseen = -3.6635616461296463,
likelihoods = HashMap.fromList [("", 0.0)], n = 37},
koData =
ClassData{prior = -3.6375861597263857,
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}}),
("<duration> after|before|from|past <time>",
Classifier{okData =
ClassData{prior = -0.7691330875378672, unseen = -4.189654742026425,
likelihoods =
HashMap.fromList
[("a <unit-of-duration>now", -3.481240089335692),
("<integer> <unit-of-duration>hhhmm", -3.481240089335692),
("a <unit-of-duration>Christmas", -3.481240089335692),
("minuteminute", -3.481240089335692),
("dayday", -3.481240089335692),
("<integer> <unit-of-duration>today", -3.481240089335692),
("<integer> <unit-of-duration>time-of-day (latent)",
-2.382627800667582),
("minutehour", -1.7764919970972666),
("daysecond", -3.481240089335692),
("a <unit-of-duration>right now", -3.481240089335692),
("minutenograin", -3.481240089335692),
("<integer> <unit-of-duration>Christmas", -3.481240089335692),
("<integer> <unit-of-duration>Easter Sunday",
-3.481240089335692),
("secondnograin", -3.481240089335692),
("<integer> <unit-of-duration><time-of-day> am|pm",
-2.5649493574615367),
("yearday", -2.7880929087757464),
("<integer> <unit-of-duration>noon|midnight|EOD|end of day",
-3.481240089335692),
("daynograin", -3.481240089335692),
("<integer> <unit-of-duration>now", -3.0757749812275272)],
n = 19},
koData =
ClassData{prior = -0.6225296133459919, unseen = -4.276666119016055,
likelihoods =
HashMap.fromList
[("quarterhour", -1.318240897874875),
("dayhour", -3.56953269648137),
("<integer> <unit-of-duration>intersect", -3.56953269648137),
("<integer> <unit-of-duration><day-of-month> (ordinal)",
-3.56953269648137),
("a <unit-of-duration><time-of-day> am|pm", -2.065455299705096),
("a <unit-of-duration>time-of-day (latent)",
-2.065455299705096),
("dayday", -2.8763855159214247),
("<integer> <unit-of-duration>time-of-day (latent)",
-3.56953269648137),
("a <unit-of-duration>noon|midnight|EOD|end of day",
-3.164067588373206),
("<integer> <unit-of-duration><day-of-month> (ordinal or number) <named-month>",
-3.56953269648137)],
n = 22}}),
("quarter after|past <hour-of-day>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.1780538303479458,
likelihoods =
HashMap.fromList
[("noon|midnight|EOD|end of day", -2.03688192726104),
("time-of-day (latent)", -0.9382696385929302),
("hour", -0.7375989431307791)],
n = 10},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("yyyy-mm",
Classifier{okData =
ClassData{prior = -1.0986122886681098,
unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -0.40546510810816444,
unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),
("until <time>",
Classifier{okData =
ClassData{prior = -1.252762968495368, 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 = -0.3364722366212129,
unseen = -3.9318256327243257,
likelihoods =
HashMap.fromList
[("intersect", -2.3025850929940455),
("yesterday", -2.8134107167600364),
("day", -2.8134107167600364),
("time-of-day (latent)", -1.6094379124341003),
("<time-of-day> am|pm", -3.2188758248682006),
("hh:mm", -2.3025850929940455), ("hour", -1.4271163556401458),
("minute", -1.8325814637483102)],
n = 20}}),
("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 = -0.1823215567939546,
unseen = -2.9444389791664407,
likelihoods =
HashMap.fromList
[("monthyear", -1.791759469228055),
("Marcha <unit-of-duration>", -2.1972245773362196),
("March<integer> <unit-of-duration>", -2.1972245773362196),
("Super Tuesday<integer> <unit-of-duration>",
-2.1972245773362196),
("Vijayadashami<integer> <unit-of-duration>",
-2.1972245773362196),
("dayyear", -1.5040773967762742),
("Tax Day<integer> <unit-of-duration>", -2.1972245773362196)],
n = 5},
koData =
ClassData{prior = -1.791759469228055, unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("Tuesday<integer> <unit-of-duration>", -1.6094379124341003),
("dayyear", -1.6094379124341003)],
n = 1}}),
("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}}),
("Daylight Saving End 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}}),
("intersect by \",\", \"of\", \"from\", \"'s\"",
Classifier{okData =
ClassData{prior = -0.5432070332690304, unseen = -5.44673737166631,
likelihoods =
HashMap.fromList
[("intersectthis|last|next <cycle>", -4.749270529961848),
("Wednesday<named-month> <day-of-month> (non ordinal)",
-4.749270529961848),
("dayhour", -4.343805421853684),
("daymonth", -2.0412203288596382),
("<named-month> <day-of-month> (non ordinal)Friday",
-4.749270529961848),
("Friday<named-month> <day-of-month> (non ordinal)",
-3.4965075614664802),
("Wednesdayintersect", -4.749270529961848),
("Labor Daythis|last|next <cycle>", -4.749270529961848),
("from <datetime> - <datetime> (interval)July",
-3.3629761688419575),
("Black Fridaythis|last|next <cycle>", -4.749270529961848),
("<part-of-day> of <time>February", -4.749270529961848),
("Saturday<time-of-day> am|pm", -4.749270529961848),
("Martin Luther King's Daythis|last|next <cycle>",
-4.343805421853684),
("hourmonth", -4.749270529961848),
("Fridayintersect by \",\", \"of\", \"from\" for year",
-4.056123349401903),
("dayday", -2.497978731355353),
("the <day-of-month> (ordinal)February", -4.343805421853684),
("WednesdayOctober", -4.749270529961848),
("Wednesdaythis|last|next <cycle>", -4.343805421853684),
("intersect<named-month> <day-of-month> (non ordinal)",
-3.4965075614664802),
("dayyear", -3.4965075614664802),
("Saturday<named-month> <day-of-month> (non ordinal)",
-4.749270529961848),
("Thursdayhh:mm", -4.343805421853684),
("Thanksgiving Daythis|last|next <cycle>", -4.749270529961848),
("Memorial Daythis|last|next <cycle>", -4.749270529961848),
("TuesdayOctober", -4.749270529961848),
("the <day-of-month> (ordinal)March", -3.6506582412937383),
("Mondaythis|last|next <cycle>", -3.832979798087693),
("Fridayintersect", -4.056123349401903),
("Thursday<datetime> - <datetime> (interval)",
-4.343805421853684),
("intersectOctober", -4.343805421853684),
("Thursday<time-of-day> - <time-of-day> (interval)",
-3.832979798087693),
("Tuesdaythis|last|next <cycle>", -4.343805421853684),
("Sunday<named-month> <day-of-month> (non ordinal)",
-4.749270529961848),
("dayminute", -2.9575110607337933),
("minuteday", -3.4965075614664802),
("this|last|next <cycle>Sunday", -4.749270529961848),
("Sundaythis|last|next <cycle>", -4.749270529961848),
("on <day><time-of-day> am|pm", -4.749270529961848),
("intersectintersect", -4.749270529961848),
("weekday", -4.749270529961848),
("dayweek", -3.6506582412937383),
("Monday<named-month> <day-of-month> (non ordinal)",
-4.343805421853684),
("<datetime> - <datetime> (interval)July", -3.832979798087693),
("on <day><named-month> <day-of-month> (non ordinal)",
-4.056123349401903)],
n = 79},
koData =
ClassData{prior = -0.8696036179015019, unseen = -5.236441962829949,
likelihoods =
HashMap.fromList
[("week-endJuly", -4.537961436294641),
("week-endOctober", -3.844814255734696),
("daymonth", -1.7971214123694403),
("TuesdaySeptember", -4.537961436294641),
("Wednesdayintersect", -4.537961436294641),
("from <datetime> - <datetime> (interval)July",
-3.4393491476265314),
("from <time-of-day> - <time-of-day> (interval)July",
-4.537961436294641),
("hournograin", -4.132496328186477),
("from|since|after <time>July", -4.132496328186477),
("hourmonth", -2.592051287239328),
("Fridaythis|last|next <cycle>", -4.537961436294641),
("SundayFebruary", -4.537961436294641),
("on <day>September", -3.844814255734696),
("WednesdayOctober", -4.537961436294641),
("intersectnow", -4.132496328186477),
("week-endintersect", -4.537961436294641),
("dayyear", -4.537961436294641),
("FridayJuly", -3.6216707044204863),
("FridaySeptember", -4.132496328186477),
("the <day-of-month> (ordinal)July", -3.6216707044204863),
("WednesdayFebruary", -4.537961436294641),
("minutemonth", -3.0338840395183673),
("Mondaythis|last|next <cycle>", -4.537961436294641),
("SundayMarch", -4.537961436294641),
("MondayFebruary", -4.132496328186477),
("Fridayintersect", -4.537961436294641),
("intersectOctober", -4.537961436294641),
("dayminute", -4.537961436294641),
("SaturdaySeptember", -4.537961436294641),
("intersectSeptember", -3.1516670751747506),
("Tuesdaynow", -4.132496328186477),
("MondayMarch", -4.537961436294641),
("FridayOctober", -4.537961436294641),
("daynograin", -4.132496328186477),
("<integer> to|till|before <hour-of-day>July",
-4.537961436294641),
("Tuesdayintersect", -4.537961436294641),
("<time-of-day> - <time-of-day> (interval)July",
-4.537961436294641),
("<datetime> - <datetime> (interval)July", -4.537961436294641),
("Sundayintersect", -4.537961436294641)],
n = 57}}),
("last <time>",
Classifier{okData =
ClassData{prior = -0.496436886313891, unseen = -3.8066624897703196,
likelihoods =
HashMap.fromList
[("Father's Day", -3.0910424533583156),
("Martin Luther King's Day", -3.0910424533583156),
("Cyber Monday", -3.0910424533583156),
("Memorial Day", -3.0910424533583156),
("Mother's Day", -3.0910424533583156),
("day", -1.1451323043030026), ("Sunday", -3.0910424533583156),
("Chinese New Year", -2.3978952727983707),
("Thanksgiving Day", -3.0910424533583156),
("Super Tuesday", -3.0910424533583156),
("Easter Sunday", -3.0910424533583156),
("hour", -3.0910424533583156), ("Tuesday", -3.0910424533583156),
("week-end", -3.0910424533583156)],
n = 14},
koData =
ClassData{prior = -0.9382696385929302,
unseen = -3.5553480614894135,
likelihoods =
HashMap.fromList
[("Monday", -2.833213344056216), ("Friday", -2.4277482359480516),
("day", -1.916922612182061), ("Sunday", -2.833213344056216),
("hour", -1.7346010553881064),
("week-end", -1.7346010553881064)],
n = 9}}),
("March",
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}}),
("<named-month>|<named-day> <day-of-month> (ordinal)",
Classifier{okData =
ClassData{prior = -0.1823215567939546,
unseen = -3.4339872044851463,
likelihoods =
HashMap.fromList
[("Octoberordinal (digits)", -2.0149030205422647),
("Thursdayordinal (digits)", -2.70805020110221),
("day", -2.3025850929940455),
("Augustordinal (digits)", -2.70805020110221),
("Marchordinals (first..twentieth,thirtieth,...)",
-2.3025850929940455),
("Tuesdayordinal (digits)", -2.70805020110221),
("Octoberordinals (first..twentieth,thirtieth,...)",
-2.70805020110221),
("month", -1.2039728043259361),
("Marchordinal (digits)", -2.70805020110221)],
n = 10},
koData =
ClassData{prior = -1.791759469228055, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("from|since|after <time>ordinal (digits)",
-1.9459101490553135),
("Augustordinal (digits)", -1.9459101490553135),
("month", -1.540445040947149)],
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 = -0.6632942174102642, unseen = -2.995732273553991,
likelihoods =
HashMap.fromList
[("ordinals (first..twentieth,thirtieth,...)",
-1.3350010667323402),
("ordinal (digits)", -0.3053816495511819)],
n = 17},
koData =
ClassData{prior = -0.723918839226699, unseen = -2.9444389791664407,
likelihoods =
HashMap.fromList
[("ordinals (first..twentieth,thirtieth,...)",
-0.49247648509779407),
("ordinal (digits)", -0.9444616088408514)],
n = 16}}),
("<time> (timezone)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("<time-of-day> am|pm", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
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 = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
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 = -2.70805020110221,
likelihoods = HashMap.fromList [("", 0.0)], n = 13},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<datetime> - <datetime> (interval) timezone",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("minuteminute", -0.8109302162163288),
("hh:mmhh:mm", -1.5040773967762742),
("hhhmmhhhmm", -1.0986122886681098)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
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}}),
("<day-of-month> (ordinal or number) of <month>",
Classifier{okData =
ClassData{prior = -0.5679840376059393, unseen = -3.784189633918261,
likelihoods =
HashMap.fromList
[("ordinal (digits)July", -3.068052935133617),
("ordinals (first..twentieth,thirtieth,...)March",
-1.9694406464655074),
("ordinal (digits)this|last|next <cycle>", -2.374905754573672),
("integer (numeric)this|last|next <cycle>", -2.662587827025453),
("ordinal (digits)February", -3.068052935133617),
("integer (numeric)February", -2.662587827025453),
("month", -0.8708283577973976),
("ordinal (digits)March", -2.662587827025453),
("integer (numeric)July", -3.068052935133617)],
n = 17},
koData =
ClassData{prior = -0.8362480242006186, unseen = -3.58351893845611,
likelihoods =
HashMap.fromList
[("ordinal (digits)July", -1.6094379124341003),
("ordinal (digits)February", -2.8622008809294686),
("month", -0.916290731874155),
("integer (numeric)July", -1.6094379124341003)],
n = 13}}),
("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}}),
("yyyyqq",
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 = -0.12516314295400605,
unseen = -3.828641396489095,
likelihoods =
HashMap.fromList
[("Martin Luther King's Day", -2.4203681286504293),
("Halloween", -3.1135153092103742),
("Boss's Day", -3.1135153092103742),
("Memorial Day", -3.1135153092103742),
("Monday", -2.70805020110221), ("Tax Day", -3.1135153092103742),
("Mother's Day", -3.1135153092103742),
("day", -1.0986122886681098),
("Thanksgiving Day", -3.1135153092103742),
("Super Tuesday", -3.1135153092103742),
("March", -3.1135153092103742), ("month", -3.1135153092103742),
("Tuesday", -2.70805020110221)],
n = 15},
koData =
ClassData{prior = -2.1400661634962708, unseen = -2.995732273553991,
likelihoods =
HashMap.fromList
[("Wednesday", -2.2512917986064953),
("Saturday", -2.2512917986064953), ("day", -1.845826690498331)],
n = 2}}),
("<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}}),
("the <ordinal> closest <day> to <time>",
Classifier{okData =
ClassData{prior = -0.3677247801253174,
unseen = -3.4657359027997265,
likelihoods =
HashMap.fromList
[("ordinals (first..twentieth,thirtieth,...)Monday<named-month>|<named-day> <day-of-month> (ordinal)",
-2.740840023925201),
("ordinals (first..twentieth,thirtieth,...)Super Tuesdaythe nth <time> of <time>",
-2.740840023925201),
("ordinals (first..twentieth,thirtieth,...)Christmastoday",
-2.740840023925201),
("ordinals (first..twentieth,thirtieth,...)Super TuesdayMini-Tuesday",
-2.740840023925201),
("ordinals (first..twentieth,thirtieth,...)Super Tuesdayintersect",
-2.3353749158170367),
("dayday", -1.1314021114911006),
("ordinal (digits)Super TuesdayMini-Tuesday",
-2.740840023925201),
("ordinals (first..twentieth,thirtieth,...)Super Tuesdayintersect by \",\", \"of\", \"from\" for year",
-2.740840023925201),
("ordinal (digits)Christmastoday", -2.740840023925201)],
n = 9},
koData =
ClassData{prior = -1.1786549963416462,
unseen = -3.0910424533583156,
likelihoods =
HashMap.fromList
[("daymonth", -2.3513752571634776),
("ordinals (first..twentieth,thirtieth,...)Super Tuesdayintersect",
-2.3513752571634776),
("dayday", -1.6582280766035324),
("ordinals (first..twentieth,thirtieth,...)Super TuesdayTax Day",
-2.3513752571634776),
("ordinals (first..twentieth,thirtieth,...)Super Tuesdaythe <day-of-month> (ordinal)",
-2.3513752571634776),
("ordinals (first..twentieth,thirtieth,...)MondayOctober",
-2.3513752571634776)],
n = 4}}),
("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 = -3.8066624897703196,
likelihoods =
HashMap.fromList
[("integer (numeric)", -4.652001563489282e-2),
("integer (0..19)", -3.0910424533583156)],
n = 42}}),
("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}}),
("Purim",
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}}),
("<time> before last|after next",
Classifier{okData =
ClassData{prior = -0.1823215567939546, unseen = -2.890371757896165,
likelihoods =
HashMap.fromList
[("Wednesday", -2.1400661634962708),
("Friday", -1.7346010553881064), ("day", -1.2237754316221157),
("Super Tuesday", -2.1400661634962708),
("March", -2.1400661634962708), ("month", -2.1400661634962708)],
n = 5},
koData =
ClassData{prior = -1.791759469228055, unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("day", -1.5040773967762742), ("Tuesday", -1.5040773967762742)],
n = 1}}),
("by the end of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("this|last|next <cycle>", -0.8109302162163288),
("year", -1.5040773967762742), ("month", -1.0986122886681098)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
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 = -1.3424917384614978, unseen = -4.890349128221754,
likelihoods =
HashMap.fromList
[("intersecthh:mm", -3.784189633918261),
("from|since|after <time>hh:mm", -3.2733640101522705),
("minuteminute", -1.7047480922384253),
("<time> timezone<time> timezone", -3.4965075614664802),
("the <day-of-month> (ordinal)the <day-of-month> (ordinal)",
-3.784189633918261),
("hh:mmhh:mm", -2.6855773452501515),
("dayday", -2.6855773452501515),
("hhhmmhhhmm", -3.2733640101522705),
("hourhour", -3.784189633918261),
("<named-month> <day-of-month> (non ordinal)<named-month> <day-of-month> (non ordinal)",
-3.784189633918261),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-3.784189633918261),
("<time-of-day> am|pmhh:mm:ss", -4.189654742026425),
("hoursecond", -3.784189633918261),
("<time-of-day> am|pm<time-of-day> am|pm", -3.4965075614664802),
("from|since|after <time>the <day-of-month> (ordinal)",
-3.2733640101522705)],
n = 35},
koData =
ClassData{prior = -0.3027199498163214, unseen = -5.564520407322694,
likelihoods =
HashMap.fromList
[("hhhmm<time> timezone", -4.462069342347418),
("<time> timezonehhhmm", -4.462069342347418),
("hourday", -3.258096538021482),
("<named-month> <day-of-month> (non ordinal)July",
-4.867534450455582),
("dayhour", -4.867534450455582),
("daymonth", -3.6147714819602146),
("Super TuesdayMarch", -4.867534450455582),
("Tuesdaythe <day-of-month> (ordinal)", -4.867534450455582),
("from|since|after <time><day-of-month> (ordinal or number) of <month>",
-3.951243718581427),
("TuesdayTax Day", -4.867534450455582),
("<time-of-day> am|pmintersect", -4.867534450455582),
("MondayOctober", -4.462069342347418),
("from|since|after <time>hh:mm", -4.867534450455582),
("hh:mm<time-of-day> am|pm", -3.7689221617874726),
("hhhmmintersect", -4.867534450455582),
("minuteminute", -2.425187415086378),
("from|since|after <time><time-of-day> am|pm",
-4.174387269895637),
("hh:mmhh:mm", -4.174387269895637),
("dayday", -1.5903897174634058),
("from|since|after <time><day-of-month> (ordinal or number) <named-month>",
-3.951243718581427),
("hhhmmhhhmm", -4.462069342347418),
("hourhour", -3.951243718581427),
("Super Tuesdayintersect by \",\", \"of\", \"from\" for year",
-4.462069342347418),
("hourminute", -4.867534450455582),
("TuesdayMarch", -4.867534450455582),
("minutehour", -3.951243718581427),
("<time> timezonehh:mm", -4.867534450455582),
("hh:mm<time> timezone", -4.867534450455582),
("the <day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-4.867534450455582),
("from|since|after <time><day-of-month> (ordinal or number) of <named-month>",
-3.951243718581427),
("Super Tuesday<named-month> <day-of-month> (non ordinal)",
-4.867534450455582),
("hh:mmintersect", -3.951243718581427),
("Super Tuesdayintersect", -4.174387269895637),
("<named-month> <day-of-month> (non ordinal)August",
-4.867534450455582),
("Christmastoday", -4.174387269895637),
("Super TuesdayMini-Tuesday", -4.174387269895637),
("about|exactly <time-of-day><time-of-day> am|pm",
-4.867534450455582),
("from|since|after <time>intersect", -3.3634570536793085),
("Tuesdayintersect by \",\", \"of\", \"from\" for year",
-4.462069342347418),
("from|since|after <time>intersect by \",\", \"of\", \"from\", \"'s\"",
-3.951243718581427),
("Monday<named-month>|<named-day> <day-of-month> (ordinal)",
-4.462069342347418),
("<time-of-day> am|pmhh:mm", -4.867534450455582),
("Tuesday<named-month> <day-of-month> (non ordinal)",
-4.867534450455582),
("Super Tuesdaythe nth <time> of <time>", -4.867534450455582),
("from|since|after <time>the <day-of-month> (ordinal or number) of <named-month>",
-3.3634570536793085),
("the <day-of-month> (ordinal)<day-of-month> (ordinal or number) <named-month>",
-4.867534450455582),
("Super TuesdayTax Day", -4.867534450455582),
("from|since|after <time>the <day-of-month> (ordinal)",
-4.867534450455582),
("the <day-of-month> (ordinal)the <day-of-month> (ordinal or number) of <named-month>",
-4.462069342347418),
("Monday<named-month> <day-of-month> (non ordinal)",
-4.867534450455582),
("Super Tuesdaythe <day-of-month> (ordinal)",
-4.867534450455582),
("Tuesdayintersect", -4.462069342347418),
("Tuesdaythe nth <time> of <time>", -4.867534450455582),
("the <day-of-month> (ordinal)intersect", -4.462069342347418)],
n = 99}}),
("Tuesday",
Classifier{okData =
ClassData{prior = -1.0986122886681098, unseen = -2.772588722239781,
likelihoods = HashMap.fromList [("", 0.0)], n = 14},
koData =
ClassData{prior = -0.40546510810816444,
unseen = -3.4011973816621555,
likelihoods = HashMap.fromList [("", 0.0)], n = 28}}),
("New Year's Day",
Classifier{okData =
ClassData{prior = -1.8718021769015913,
unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -0.1670540846631662,
unseen = -2.5649493574615367,
likelihoods = HashMap.fromList [("", 0.0)], n = 11}}),
("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 = -1.1340142157190256, unseen = -4.68213122712422,
likelihoods =
HashMap.fromList
[("from|since|after <time>hh:mm", -3.0633909220278057),
("hh:mmtime-of-day (latent)", -3.2865344733420154),
("minuteminute", -1.6770965609079151),
("<time> timezone<time> timezone", -3.2865344733420154),
("from|since|after <time><time-of-day> am|pm",
-3.979681653901961),
("hh:mmhh:mm", -2.4756042571256867),
("<time-of-day> am|pmtime-of-day (latent)",
-3.2865344733420154),
("hhhmmhhhmm", -3.0633909220278057),
("hourhour", -2.4756042571256867),
("minutehour", -2.4756042571256867),
("<time-of-day> am|pmhh:mm:ss", -3.979681653901961),
("hhhmmtime-of-day (latent)", -3.2865344733420154),
("hoursecond", -3.5742165457937967),
("from|since|after <time>time-of-day (latent)",
-3.2865344733420154),
("<time-of-day> am|pm<time-of-day> am|pm",
-3.0633909220278057)],
n = 37},
koData =
ClassData{prior = -0.38822330167365837,
unseen = -5.247024072160486,
likelihoods =
HashMap.fromList
[("hhhmm<time> timezone", -4.143134726391533),
("<time> timezonehhhmm", -4.143134726391533),
("about|exactly <time-of-day>time-of-day (latent)",
-4.548599834499697),
("until <time>time-of-day (latent)", -3.295836866004329),
("from|since|after <time>hh:mm", -4.548599834499697),
("hh:mmtime-of-day (latent)", -2.5336968139574325),
("hh:mm<time-of-day> am|pm", -3.295836866004329),
("minuteminute", -2.469158292819861),
("from|since|after <time><time-of-day> am|pm",
-3.632309102625542),
("hh:mmhh:mm", -3.855452653939752),
("<time-of-day> am|pmtime-of-day (latent)", -4.143134726391533),
("hhhmmhhhmm", -4.143134726391533),
("at <time-of-day><time-of-day> am|pm", -4.548599834499697),
("hourhour", -1.9836504770381604),
("from|since|after <time><integer> to|till|before <hour-of-day>",
-3.855452653939752),
("hourminute", -3.4499875458315876),
("minutehour", -1.715386490443481),
("<time> timezonehh:mm", -4.548599834499697),
("hh:mm<time> timezone", -4.548599834499697),
("hhhmmtime-of-day (latent)", -3.855452653939752),
("until <time><time-of-day> am|pm", -4.143134726391533),
("about|exactly <time-of-day><time-of-day> am|pm",
-4.548599834499697),
("<time-of-day> am|pmhh:mm", -4.548599834499697),
("<part-of-day> at <time-of-day>time-of-day (latent)",
-3.855452653939752),
("from|since|after <time>time-of-day (latent)",
-3.044522437723423),
("at <time-of-day>time-of-day (latent)", -3.632309102625542),
("<time> timezonetime-of-day (latent)", -3.855452653939752),
("<integer> to|till|before <hour-of-day><time-of-day> am|pm",
-4.548599834499697),
("<integer> to|till|before <hour-of-day>time-of-day (latent)",
-3.855452653939752)],
n = 78}}),
("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 = -0.2876820724517809,
unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("dayday", -1.791759469228055),
("ordinals (first..twentieth,thirtieth,...)Super Tuesdayyear (latent)",
-1.791759469228055),
("dayyear", -1.3862943611198906),
("ordinals (first..twentieth,thirtieth,...)Tuesdayintersect",
-1.791759469228055),
("ordinal (digits)Super Tuesdaythis|last|next <cycle>",
-1.791759469228055)],
n = 3},
koData =
ClassData{prior = -1.3862943611198906,
unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("dayday", -1.3862943611198906),
("ordinals (first..twentieth,thirtieth,...)TuesdayChristmas",
-1.3862943611198906)],
n = 1}}),
("Ugadi",
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}}),
("<named-month> <day-of-month> (non ordinal)",
Classifier{okData =
ClassData{prior = -0.3528213746227423, unseen = -4.127134385045092,
likelihoods =
HashMap.fromList
[("Augustinteger (numeric)", -2.7245795030534206),
("Marchinteger (numeric)", -2.7245795030534206),
("Aprilinteger (numeric)", -3.417726683613366),
("month", -0.8150369981689822),
("Februaryinteger (numeric)", -2.164963715117998),
("Septemberinteger (numeric)", -2.7245795030534206),
("Octoberinteger (numeric)", -2.7245795030534206),
("Julyinteger (numeric)", -2.031432322493475)],
n = 26},
koData =
ClassData{prior = -1.213022639845854, 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 = -3.1354942159291497,
likelihoods =
HashMap.fromList
[("Thursday", -2.3978952727983707),
("Wednesday", -2.3978952727983707),
("Saturday", -2.3978952727983707),
("Monday", -1.7047480922384253), ("day", -0.8938178760220964),
("Tuesday", -1.9924301646902063)],
n = 8},
koData =
ClassData{prior = -infinity, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0}}),
("ordinal (digits)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -4.174387269895637,
likelihoods = HashMap.fromList [("", 0.0)], n = 63},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("quarter (grain)",
Classifier{okData =
ClassData{prior = -0.4700036292457356,
unseen = -3.0910424533583156,
likelihoods = HashMap.fromList [("", 0.0)], n = 20},
koData =
ClassData{prior = -0.9808292530117262, unseen = -2.639057329615259,
likelihoods = HashMap.fromList [("", 0.0)], n = 12}}),
("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 = -3.6888794541139363,
likelihoods = HashMap.fromList [("", 0.0)], n = 38},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Vaisakhi",
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}}),
("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 = -0.3364722366212129, unseen = -2.995732273553991,
likelihoods =
HashMap.fromList
[("<integer> <unit-of-duration>intersect", -2.2512917986064953),
("<integer> <unit-of-duration><day-of-month> (ordinal)",
-2.2512917986064953),
("<integer> + '\"from|since|after <time>", -2.2512917986064953),
("dayday", -1.55814461804655),
("minutehour", -1.845826690498331),
("<integer> + '\"<time-of-day> am|pm", -2.2512917986064953),
("<integer> <unit-of-duration><day-of-month> (ordinal or number) <named-month>",
-2.2512917986064953)],
n = 5},
koData =
ClassData{prior = -1.252762968495368, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("dayhour", -1.8718021769015913),
("<integer> + '\"from|since|after <time>", -1.8718021769015913),
("<integer> <unit-of-duration>time-of-day (latent)",
-1.8718021769015913),
("minutehour", -1.8718021769015913)],
n = 2}}),
("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 = -0.6931471805599453,
unseen = -2.9444389791664407,
likelihoods =
HashMap.fromList
[("minuteminute", -1.791759469228055),
("hh:mmhh:mm", -2.1972245773362196),
("<time-of-day> am|pmtime-of-day (latent)",
-2.1972245773362196),
("hhhmmhhhmm", -2.1972245773362196),
("minutehour", -1.791759469228055),
("<time-of-day> am|pm<time-of-day> am|pm",
-2.1972245773362196)],
n = 4},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -2.9444389791664407,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -2.1972245773362196),
("hhhmmintersect", -2.1972245773362196),
("minuteminute", -1.791759469228055),
("minutehour", -1.791759469228055),
("hh:mmintersect", -2.1972245773362196),
("hhhmmtime-of-day (latent)", -2.1972245773362196)],
n = 4}}),
("<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 = -0.2231435513142097,
unseen = -3.9889840465642745,
likelihoods =
HashMap.fromList
[("Labor Daythis|last|next <cycle>", -3.2771447329921766),
("Administrative Professionals' Dayyear (latent)",
-3.2771447329921766),
("Black Fridaythis|last|next <cycle>", -3.2771447329921766),
("Martin Luther King's Daythis|last|next <cycle>",
-2.871679624884012),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-2.583997552432231),
("dayyear", -0.9257694758286987),
("Thanksgiving Daythis|last|next <cycle>", -3.2771447329921766),
("Memorial Daythis|last|next <cycle>", -3.2771447329921766),
("Sundayyear (latent)", -3.2771447329921766),
("intersectyear (latent)", -2.3608540011180215),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-2.178532444324067)],
n = 20},
koData =
ClassData{prior = -1.6094379124341003,
unseen = -3.1780538303479458,
likelihoods =
HashMap.fromList
[("Fridaythis|last|next <cycle>", -2.4423470353692043),
("<datetime> - <datetime> (interval)year (latent)",
-2.03688192726104),
("dayyear", -1.3437347467010947),
("intersectyear (latent)", -2.03688192726104)],
n = 5}}),
("part of days",
Classifier{okData =
ClassData{prior = -4.1672696400568074e-2,
unseen = -3.891820298110627,
likelihoods = HashMap.fromList [("", 0.0)], n = 47},
koData =
ClassData{prior = -3.1986731175506815,
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,
likelihoods =
HashMap.fromList
[("week", -0.706570200892086),
("this|last|next <cycle>", -0.8209805520698302),
("about|exactly <time-of-day>", -2.70805020110221)],
n = 36},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("Eid al-Fitr",
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}}),
("summer",
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}}),
("Trinity 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}}),
("<datetime>/<datetime> (interval)",
Classifier{okData =
ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("secondsecond", -0.916290731874155),
("intersectintersect", -0.916290731874155)],
n = 1},
koData =
ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("hh:mm:ssintersect", -0.916290731874155),
("secondsecond", -0.916290731874155)],
n = 1}}),
("Mid-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}}),
("dd-dd <month> (interval)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.1354942159291497,
likelihoods =
HashMap.fromList
[("integer (numeric)integer (numeric)September",
-1.9924301646902063),
("ordinal (digits)ordinal (digits)July", -1.9924301646902063),
("ordinal (digits)ordinal (digits)October",
-2.3978952727983707),
("integer (numeric)integer (numeric)July", -1.9924301646902063),
("month", -0.8938178760220964),
("ordinal (digits)ordinal (digits)August",
-2.3978952727983707)],
n = 8},
koData =
ClassData{prior = -infinity, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0}}),
("Pentecost",
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 <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.367295829986474,
likelihoods =
HashMap.fromList
[("Thursday", -2.639057329615259),
("Martin Luther King's Day", -2.639057329615259),
("Monday", -2.639057329615259), ("day", -1.1349799328389845),
("Thanksgiving Day", -2.639057329615259),
("Christmas", -2.639057329615259), ("hour", -2.639057329615259),
("winter", -2.639057329615259),
("week-end", -2.639057329615259),
("summer", -2.2335922215070942)],
n = 9},
koData =
ClassData{prior = -infinity, unseen = -2.3978952727983707,
likelihoods = HashMap.fromList [], n = 0}}),
("Shushan Purim",
Classifier{okData =
ClassData{prior = 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 = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}})]