duckling-0.2.0.0: Duckling/Ranking/Classifiers/NB_XX.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.NB_XX (classifiers) where
import Data.String
import Prelude
import qualified Data.HashMap.Strict as HashMap
import Duckling.Ranking.Types
classifiers :: Classifiers
classifiers
= HashMap.fromList
[("L\248rdag",
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> timezone",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.7376696182833684,
likelihoods =
HashMap.fromList
[("at <time-of-day>", -1.410986973710262),
("<time-of-day> o'clock", -3.0204248861443626),
("hh:mm", -1.5163474893680884), ("hour", -2.1041341542702074),
("minute", -1.0055218656020977)],
n = 18},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.8446970786871463, unseen = -5.117993812416755,
likelihoods = HashMap.fromList [("", 0.0)], n = 165},
koData =
ClassData{prior = -0.561570822771226, unseen = -5.3981627015177525,
likelihoods = HashMap.fromList [("", 0.0)], n = 219}}),
("the day before yesterday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Father's 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}}),
("lunch",
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}}),
("S\248ndag",
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}}),
("<time> <part-of-day>",
Classifier{okData =
ClassData{prior = -0.45198512374305727,
unseen = -3.0910424533583156,
likelihoods =
HashMap.fromList
[("dayhour", -0.9650808960435872),
("tomorrowevening", -1.9459101490553135),
("tomorrowlunch", -1.9459101490553135),
("yesterdayevening", -2.3513752571634776),
("Mandagmorning", -1.9459101490553135)],
n = 7},
koData =
ClassData{prior = -1.0116009116784799, unseen = -2.772588722239781,
likelihoods =
HashMap.fromList
[("yearhour", -1.0986122886681098),
("year (latent)in|during the <part-of-day>",
-1.0986122886681098)],
n = 4}}),
("dd/mm",
Classifier{okData =
ClassData{prior = -0.5108256237659907, unseen = -2.639057329615259,
likelihoods = HashMap.fromList [("", 0.0)], n = 12},
koData =
ClassData{prior = -0.916290731874155, unseen = -2.3025850929940455,
likelihoods = HashMap.fromList [("", 0.0)], n = 8}}),
("today",
Classifier{okData =
ClassData{prior = -0.2231435513142097, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -1.6094379124341003,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("at <time-of-day>",
Classifier{okData =
ClassData{prior = -0.2488960474166244,
unseen = -5.2574953720277815,
likelihoods =
HashMap.fromList
[("<time> timezone", -3.3063632789913164),
("time-of-day (latent)", -1.244940242814159),
("relative minutes after|past <integer> (hour-of-day)",
-3.865979066926739),
("hh:mm", -2.074219597698684),
("<time-of-day> sharp", -3.3063632789913164),
("hour", -1.1413995638733185), ("minute", -1.7557658665801497)],
n = 92},
koData =
ClassData{prior = -1.5125880864441827, unseen = -4.0943445622221,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -0.7817005779013904),
("hour", -0.7817005779013904)],
n = 26}}),
("absorption of , after named day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.1354942159291497,
likelihoods =
HashMap.fromList
[("L\248rdag", -2.3978952727983707),
("S\248ndag", -2.3978952727983707),
("Mandag", -1.7047480922384253), ("day", -0.8938178760220964),
("Onsdag", -2.3978952727983707),
("Fredag", -1.9924301646902063)],
n = 8},
koData =
ClassData{prior = -infinity, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0}}),
("September",
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}}),
("tonight",
Classifier{okData =
ClassData{prior = 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 <date>",
Classifier{okData =
ClassData{prior = -0.3272129112084162, unseen = -4.330733340286331,
likelihoods =
HashMap.fromList
[("L\248rdag", -3.2188758248682006),
("on <date>", -3.624340932976365),
("Mandag", -3.624340932976365),
("Torsdag", -2.2380465718564744),
("the <day-of-month> (non ordinal)", -3.2188758248682006),
("<day-of-month>(ordinal) <named-month>", -2.2380465718564744),
("day", -0.8517522107365838),
("the <day-of-month> (ordinal)", -3.624340932976365),
("<day-of-month> (ordinal)", -1.91959284073794)],
n = 31},
koData =
ClassData{prior = -1.276293465905562, unseen = -3.6375861597263857,
likelihoods =
HashMap.fromList
[("on <date>", -2.512305623976115),
("year (latent)", -2.917770732084279),
("time-of-day (latent)", -1.3083328196501787),
("year", -2.917770732084279), ("hour", -1.126011262856224)],
n = 12}}),
("integer (0..19)",
Classifier{okData =
ClassData{prior = -0.13005312824819779,
unseen = -3.6375861597263857,
likelihoods = HashMap.fromList [("", 0.0)], n = 36},
koData =
ClassData{prior = -2.1041341542702074,
unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5}}),
("between <time-of-day> and <time-of-day> (interval)",
Classifier{okData =
ClassData{prior = -0.2876820724517809,
unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -1.6094379124341003),
("minuteminute", -1.2039728043259361),
("hh:mmhh:mm", -1.2039728043259361),
("minutehour", -1.6094379124341003)],
n = 3},
koData =
ClassData{prior = -1.3862943611198906,
unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -1.0986122886681098),
("minutehour", -1.0986122886681098)],
n = 1}}),
("between <datetime> and <datetime> (interval)",
Classifier{okData =
ClassData{prior = -0.5108256237659907,
unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -1.7047480922384253),
("minuteminute", -1.2992829841302609),
("hh:mmhh:mm", -1.2992829841302609),
("minutehour", -1.7047480922384253)],
n = 3},
koData =
ClassData{prior = -0.916290731874155, unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -1.5040773967762742),
("minuteminute", -1.5040773967762742),
("minutehour", -1.5040773967762742),
("hh:mmintersect", -1.5040773967762742)],
n = 2}}),
("month (grain)",
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> more <unit-of-duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("integer (numeric)minute (grain)", -1.252762968495368),
("integer (0..19)minute (grain)", -1.252762968495368),
("minute", -0.8472978603872037)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("<time-of-day> o'clock",
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}}),
("Juli",
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}}),
("November",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("hour (grain)",
Classifier{okData =
ClassData{prior = -0.10536051565782628,
unseen = -2.3978952727983707,
likelihoods = HashMap.fromList [("", 0.0)], n = 9},
koData =
ClassData{prior = -2.3025850929940455,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("dd/m",
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",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("ordinal (digits)quarter (grain)", -1.252762968495368),
("quarter", -0.8472978603872037),
("ordinals (first..31st)quarter (grain)", -1.252762968495368)],
n = 2},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("ordinal (digits)quarter (grain)", -1.252762968495368),
("quarter", -0.8472978603872037),
("ordinals (first..31st)quarter (grain)", -1.252762968495368)],
n = 2}}),
("Last year",
Classifier{okData =
ClassData{prior = 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",
Classifier{okData =
ClassData{prior = -0.3305637999350466, unseen = -6.156978985585555,
likelihoods =
HashMap.fromList
[("Onsdagthis <cycle>", -5.461710913456472),
("Torsdag<time> timezone", -3.9576335166801986),
("<datetime> - <datetime> (interval)on <date>",
-4.363098624788362),
("<time-of-day> - <time-of-day> (interval)on <date>",
-4.363098624788362),
("hourday", -5.056245805348308),
("dayhour", -2.2836570831085266),
("daymonth", -3.1103356562929947),
("monthyear", -3.3822693717766366),
("Torsdagbetween <time-of-day> and <time-of-day> (interval)",
-5.056245805348308),
("Mandagon <date>", -5.056245805348308),
("intersecthh:mm", -5.461710913456472),
("Torsdagbetween <datetime> and <datetime> (interval)",
-5.056245805348308),
("Torsdagat <time-of-day>", -4.208947944961104),
("on <date>Februar", -5.056245805348308),
("Marsyear", -5.056245805348308),
("intersect by \"of\", \"from\", \"'s\"year",
-5.056245805348308),
("Oktoberyear", -3.8522730010223722),
("on <date>November", -5.461710913456472),
("Torsdagfrom <time-of-day> - <time-of-day> (interval)",
-4.768563732896527),
("Torsdagfrom <datetime> - <datetime> (interval)",
-4.768563732896527),
("Mandagintersect", -5.056245805348308),
("dd/mat <time-of-day>", -4.545420181582317),
("last <day-of-week> of <time>year", -5.056245805348308),
("intersectFebruar", -5.056245805348308),
("todayat <time-of-day>", -4.768563732896527),
("dayday", -3.3216447499602015),
("dd/mmat <time-of-day>", -4.208947944961104),
("intersect by \",\"hh:mm", -4.545420181582317),
("dayyear", -3.7569628212180475),
("tomorrow<time-of-day> sharp", -4.208947944961104),
("<day-of-month>(ordinal) <named-month>year",
-5.056245805348308),
("the <day-of-month> (ordinal)November", -5.461710913456472),
("Onsdag<named-month> <day-of-month> (non ordinal)",
-5.461710913456472),
("Onsdagthis <time>", -4.768563732896527),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-4.363098624788362),
("tomorrowuntil <time-of-day>", -4.208947944961104),
("S\248ndag<day-of-month> (non ordinal) <named-month>",
-5.461710913456472),
("absorption of , after named day<day-of-month> (non ordinal) <named-month>",
-4.768563732896527),
("the <day-of-month> (ordinal)Februar", -5.056245805348308),
("after <time-of-day>at <time-of-day>", -4.208947944961104),
("the <day-of-month> (ordinal)Mars", -4.545420181582317),
("intersect by \",\"<day-of-month> (non ordinal) <named-month>",
-5.056245805348308),
("Mandagthe <day-of-month> (ordinal)", -5.461710913456472),
("Mandagthis <cycle>", -5.461710913456472),
("Tirsdagthis <time>", -5.056245805348308),
("tomorrowafter <time-of-day>", -4.208947944961104),
("Tirsdagthis <cycle>", -5.461710913456472),
("from <time-of-day> - <time-of-day> (interval)on <date>",
-4.545420181582317),
("dayminute", -2.4659786399024815),
("from <datetime> - <datetime> (interval)on <date>",
-4.768563732896527),
("on <date>Mars", -4.545420181582317),
("<ordinal> <cycle> of <time>year", -5.056245805348308),
("minuteday", -2.571339155560308),
("absorption of , after named dayintersect",
-5.461710913456472),
("yearhh:mm", -5.461710913456472),
("Onsdagnext <cycle>", -5.461710913456472),
("absorption of , after named dayintersect by \",\"",
-5.056245805348308),
("Septemberyear", -4.545420181582317),
("at <time-of-day>on <date>", -5.056245805348308),
("between <time-of-day> and <time-of-day> (interval)on <date>",
-5.461710913456472),
("between <datetime> and <datetime> (interval)on <date>",
-5.461710913456472),
("dayweek", -4.363098624788362),
("weekyear", -4.545420181582317),
("hh:mmtomorrow", -3.9576335166801986),
("tomorrowat <time-of-day>", -3.2104191148499774),
("at <time-of-day>tomorrow", -4.208947944961104),
("last <cycle> of <time>year", -4.545420181582317),
("<day-of-month> (non ordinal) <named-month>year",
-5.056245805348308),
("yearminute", -5.461710913456472)],
n = 194},
koData =
ClassData{prior = -1.2676886187120435,
unseen = -5.4638318050256105,
likelihoods =
HashMap.fromList
[("dayhour", -2.463853240590168),
("daymonth", -2.3240912982150093),
("monthyear", -3.8501476017100584),
("Mandagon <date>", -4.7664383335842135),
("Torsdagat <time-of-day>", -2.894636156682622),
("absorption of , after named dayFebruar", -4.073291153024268),
("Marsyear", -4.073291153024268),
("intersect by \"of\", \"from\", \"'s\"year",
-3.5136753650888455),
("OnsdagFebruar", -4.7664383335842135),
("dd/mat <time-of-day>", -3.8501476017100584),
("absorption of , after named dayJuli", -4.360973225476049),
("dd/mmat <time-of-day>", -3.5136753650888455),
("hourhour", -3.1570004211501135),
("dayyear", -3.5136753650888455),
("Onsdagthis <time>", -3.5136753650888455),
("in|during the <part-of-day>until <time-of-day>",
-4.073291153024268),
("Aprilyear", -4.7664383335842135),
("Tirsdagthis <time>", -3.8501476017100584),
("until <time-of-day>on <date>", -4.7664383335842135),
("Torsdaghh:mm", -4.360973225476049),
("dayminute", -3.2623609368079394),
("minuteday", -3.2623609368079394),
("hh:mmon <date>", -3.380143972464323),
("this <part-of-day>until <time-of-day>", -4.073291153024268),
("S\248ndagthis <time>", -3.8501476017100584),
("tomorrownoon", -4.360973225476049),
("this <time>until <time-of-day>", -4.073291153024268),
("Mandagthis <time>", -4.360973225476049)],
n = 76}}),
("<ordinal> <cycle> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.890371757896165,
likelihoods =
HashMap.fromList
[("daymonth", -1.7346010553881064),
("ordinals (first..31st)day (grain)Oktober",
-1.7346010553881064),
("ordinals (first..31st)week (grain)intersect",
-1.7346010553881064),
("weekmonth", -1.2237754316221157),
("ordinals (first..31st)week (grain)Oktober",
-1.7346010553881064)],
n = 6},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("season",
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 (grain)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.833213344056216,
likelihoods = HashMap.fromList [("", 0.0)], n = 15},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("from <datetime> - <datetime> (interval)",
Classifier{okData =
ClassData{prior = -0.6931471805599453, unseen = -2.995732273553991,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -2.2512917986064953),
("minuteminute", -1.3350010667323402),
("time-of-day (latent)time-of-day (latent)",
-2.2512917986064953),
("hh:mmhh:mm", -1.3350010667323402),
("hourhour", -2.2512917986064953),
("minutehour", -2.2512917986064953)],
n = 6},
koData =
ClassData{prior = -0.6931471805599453, unseen = -2.995732273553991,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -1.55814461804655),
("minuteminute", -1.55814461804655),
("minutehour", -1.55814461804655),
("hh:mmintersect", -1.55814461804655)],
n = 6}}),
("next <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.044522437723423,
likelihoods =
HashMap.fromList
[("week", -1.6094379124341003),
("month (grain)", -2.3025850929940455),
("year (grain)", -2.3025850929940455),
("week (grain)", -1.6094379124341003),
("quarter", -2.3025850929940455), ("year", -2.3025850929940455),
("month", -2.3025850929940455),
("quarter (grain)", -2.3025850929940455)],
n = 6},
koData =
ClassData{prior = -infinity, unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [], n = 0}}),
("number.number hours",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("from <time-of-day> - <time-of-day> (interval)",
Classifier{okData =
ClassData{prior = -0.45198512374305727,
unseen = -3.044522437723423,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -2.3025850929940455),
("minuteminute", -1.2039728043259361),
("time-of-day (latent)time-of-day (latent)",
-2.3025850929940455),
("hh:mmhh:mm", -1.2039728043259361),
("hourhour", -2.3025850929940455),
("minutehour", -2.3025850929940455)],
n = 7},
koData =
ClassData{prior = -1.0116009116784799, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -1.0296194171811581),
("minutehour", -1.0296194171811581)],
n = 4}}),
("yyyy-mm-dd",
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}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 5}}),
("Mandag",
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}}),
("dd/mm/yyyy",
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}}),
("yesterday",
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}}),
("<ordinal> quarter <year>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("ordinals (first..31st)quarter (grain)year",
-1.252762968495368),
("quarteryear", -0.8472978603872037),
("ordinal (digits)quarter (grain)year", -1.252762968495368)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("after lunch",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("hh:mm:ss",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Torsdag",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.1354942159291497,
likelihoods = HashMap.fromList [("", 0.0)], n = 21},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("the <cycle> after <time>",
Classifier{okData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("year (grain)christmas eve", -0.6931471805599453),
("yearday", -0.6931471805599453)],
n = 2}}),
("quarter to|till|before <integer> (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}}),
("a pair",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("nth <time> of <time>",
Classifier{okData =
ClassData{prior = -0.5596157879354228,
unseen = -3.1354942159291497,
likelihoods =
HashMap.fromList
[("daymonth", -0.8938178760220964),
("ordinals (first..31st)TirsdagOktober", -1.9924301646902063),
("ordinals (first..31st)Onsdagintersect", -1.4816045409242156),
("ordinals (first..31st)Tirsdagintersect",
-1.9924301646902063)],
n = 8},
koData =
ClassData{prior = -0.8472978603872037,
unseen = -2.9444389791664407,
likelihoods =
HashMap.fromList
[("daymonth", -0.9444616088408514),
("ordinals (first..31st)OnsdagOktober", -1.2809338454620642),
("ordinals (first..31st)TirsdagSeptember", -1.791759469228055)],
n = 6}}),
("the <day-of-month> (non ordinal)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("ordinals (first..31st)",
Classifier{okData =
ClassData{prior = -5.129329438755058e-2,
unseen = -3.044522437723423,
likelihoods = HashMap.fromList [("", 0.0)], n = 19},
koData =
ClassData{prior = -2.995732273553991, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("April",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("week (grain)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.367295829986474,
likelihoods = HashMap.fromList [("", 0.0)], n = 27},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("now",
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}}),
("this <part-of-day>",
Classifier{okData =
ClassData{prior = -1.845826690498331, unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("hour", -0.8109302162163288), ("evening", -1.5040773967762742),
("morning", -1.0986122886681098)],
n = 3},
koData =
ClassData{prior = -0.17185025692665928, unseen = -3.58351893845611,
likelihoods =
HashMap.fromList
[("hour", -0.7221347174331976),
("morning", -0.7221347174331976)],
n = 16}}),
("christmas 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}}),
("<day-of-month>(ordinal) <named-month>",
Classifier{okData =
ClassData{prior = -8.004270767353637e-2,
unseen = -3.4339872044851463,
likelihoods =
HashMap.fromList
[("ordinal (digits)November", -2.3025850929940455),
("ordinals (first..31st)Mars", -2.0149030205422647),
("month", -0.8362480242006186),
("ordinal (digits)Mars", -1.791759469228055),
("ordinal (digits)Februar", -2.0149030205422647)],
n = 12},
koData =
ClassData{prior = -2.5649493574615367,
unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("ordinals (first..31st)April", -1.3862943611198906),
("month", -1.3862943611198906)],
n = 1}}),
("numbers prefix with -, negative or minus",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -3.4011973816621555,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 28}}),
("in|during the <part-of-day>",
Classifier{okData =
ClassData{prior = -2.1972245773362196,
unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("afternoon", -1.3862943611198906),
("hour", -0.9808292530117262),
("evening", -1.3862943611198906)],
n = 2},
koData =
ClassData{prior = -0.11778303565638351,
unseen = -3.6109179126442243,
likelihoods =
HashMap.fromList
[("hour", -0.750305594399894), ("morning", -0.750305594399894)],
n = 16}}),
("new year's eve",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("tomorrow",
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}}),
("<cycle> after <time>",
Classifier{okData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("year (grain)christmas eve", -0.6931471805599453),
("yearday", -0.6931471805599453)],
n = 2}}),
("Mother's 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}}),
("<time> after next",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("day", -1.1786549963416462), ("Mars", -1.8718021769015913),
("month", -1.8718021769015913), ("Onsdag", -1.8718021769015913),
("Fredag", -1.466337068793427)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("half an hour",
Classifier{okData =
ClassData{prior = -0.5108256237659907,
unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -0.916290731874155, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),
("the <day-of-month> (ordinal)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("ordinals (first..31st)", -1.0986122886681098),
("ordinal (digits)", -0.40546510810816444)],
n = 10},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("fractional number",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -2.639057329615259,
likelihoods = HashMap.fromList [("", 0.0)], n = 12}}),
("afternoon",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<duration> from now",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.890371757896165,
likelihoods =
HashMap.fromList
[("second", -1.4469189829363254), ("year", -2.1400661634962708),
("<integer> <unit-of-duration>", -1.2237754316221157),
("a <unit-of-duration>", -1.7346010553881064),
("minute", -1.7346010553881064)],
n = 6},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("this <cycle>",
Classifier{okData =
ClassData{prior = -0.11778303565638351,
unseen = -3.2188758248682006,
likelihoods =
HashMap.fromList
[("week", -1.5686159179138452),
("year (grain)", -2.0794415416798357),
("week (grain)", -1.5686159179138452),
("day", -2.4849066497880004), ("quarter", -2.4849066497880004),
("year", -2.0794415416798357),
("quarter (grain)", -2.4849066497880004),
("day (grain)", -2.4849066497880004)],
n = 8},
koData =
ClassData{prior = -2.1972245773362196,
unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("day", -1.6094379124341003),
("day (grain)", -1.6094379124341003)],
n = 1}}),
("minute (grain)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.833213344056216,
likelihoods = HashMap.fromList [("", 0.0)], n = 15},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("about <time-of-day>",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -0.8754687373538999),
("hour", -0.8754687373538999)],
n = 4},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -1.3862943611198906),
("hour", -1.3862943611198906),
("<hour-of-day> half (as relative minutes)",
-1.3862943611198906),
("minute", -1.3862943611198906)],
n = 4}}),
("christmas days",
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 = -0.6562426236244944, unseen = -4.276666119016055,
likelihoods =
HashMap.fromList [("integer (numeric)", -1.4184634991956413e-2)],
n = 69},
koData =
ClassData{prior = -0.731466044862082, unseen = -4.204692619390966,
likelihoods =
HashMap.fromList
[("integer (numeric)", -0.23841102344499823),
("integer (0..19)", -1.550597412411167)],
n = 64}}),
("year",
Classifier{okData =
ClassData{prior = -0.43286408229627876,
unseen = -3.258096538021482,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 24},
koData =
ClassData{prior = -1.0459685551826876, unseen = -2.70805020110221,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 13}}),
("last <day-of-week> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("daymonth", -0.8266785731844679),
("S\248ndagMars", -1.6739764335716716),
("S\248ndagintersect", -1.6739764335716716),
("MandagMars", -1.6739764335716716)],
n = 6},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("<integer> <unit-of-duration>",
Classifier{okData =
ClassData{prior = -0.579818495252942, unseen = -4.672828834461907,
likelihoods =
HashMap.fromList
[("week", -2.466214516775848),
("integer (0..19)year (grain)", -3.5648268054439574),
("integer (numeric)day (grain)", -2.871679624884012),
("integer (0..19)hour (grain)", -3.970291913552122),
("second", -3.2771447329921766),
("integer (numeric)second (grain)", -3.970291913552122),
("a pairhour (grain)", -3.970291913552122),
("integer (numeric)year (grain)", -3.5648268054439574),
("day", -2.2655438213136967), ("year", -3.054001181677967),
("integer (numeric)week (grain)", -3.2771447329921766),
("integer (0..19)month (grain)", -3.970291913552122),
("integer (0..19)second (grain)", -3.5648268054439574),
("hour", -2.871679624884012), ("month", -3.5648268054439574),
("integer (numeric)minute (grain)", -2.717528945056754),
("integer (0..19)minute (grain)", -3.054001181677967),
("integer (numeric)month (grain)", -3.970291913552122),
("minute", -2.2655438213136967),
("integer (numeric)hour (grain)", -3.2771447329921766),
("integer (0..19)day (grain)", -2.871679624884012),
("integer (0..19)week (grain)", -2.871679624884012)],
n = 42},
koData =
ClassData{prior = -0.8209805520698302, unseen = -4.48863636973214,
likelihoods =
HashMap.fromList
[("week", -2.6855773452501515),
("integer (0..19)year (grain)", -3.378724525810097),
("integer (numeric)day (grain)", -3.0910424533583156),
("integer (0..19)hour (grain)", -3.784189633918261),
("second", -2.867898902044106),
("integer (numeric)second (grain)", -3.378724525810097),
("integer (numeric)year (grain)", -3.0910424533583156),
("day", -2.6855773452501515), ("year", -2.6855773452501515),
("integer (numeric)week (grain)", -3.378724525810097),
("integer (0..19)month (grain)", -3.0910424533583156),
("integer (0..19)second (grain)", -3.378724525810097),
("hour", -2.6855773452501515), ("month", -2.6855773452501515),
("integer (numeric)minute (grain)", -3.378724525810097),
("integer (0..19)minute (grain)", -3.378724525810097),
("integer (numeric)month (grain)", -3.378724525810097),
("minute", -2.867898902044106),
("integer (numeric)hour (grain)", -2.867898902044106),
("integer (0..19)day (grain)", -3.378724525810097),
("integer (0..19)week (grain)", -3.0910424533583156)],
n = 33}}),
("<duration> after <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("a <unit-of-duration>christmas eve", -1.0986122886681098),
("yearday", -0.8109302162163288),
("<integer> <unit-of-duration>christmas eve",
-1.5040773967762742)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("relative minutes after|past <integer> (hour-of-day)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("hour", -0.6931471805599453),
("integer (numeric)time-of-day (latent)", -0.6931471805599453)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Oktober",
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}}),
("a <unit-of-duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.4965075614664802,
likelihoods =
HashMap.fromList
[("week", -2.367123614131617),
("year (grain)", -2.367123614131617),
("second", -1.8562979903656263),
("week (grain)", -2.367123614131617),
("day", -2.772588722239781),
("minute (grain)", -2.367123614131617),
("year", -2.367123614131617),
("second (grain)", -1.8562979903656263),
("minute", -2.367123614131617),
("day (grain)", -2.772588722239781)],
n = 11},
koData =
ClassData{prior = -infinity, unseen = -2.3978952727983707,
likelihoods = HashMap.fromList [], n = 0}}),
("intersect by \",\"",
Classifier{okData =
ClassData{prior = -0.1590646946296874, unseen = -4.51085950651685,
likelihoods =
HashMap.fromList
[("L\248rdag<day-of-month> (non ordinal) <named-month>",
-3.8066624897703196),
("intersect by \",\"year", -3.8066624897703196),
("hh:mmintersect by \",\"", -3.8066624897703196),
("dayday", -2.1019143975318944),
("dayyear", -2.890371757896165),
("at <time-of-day>L\248rdag", -3.8066624897703196),
("<named-month> <day-of-month> (non ordinal)intersect",
-3.8066624897703196),
("hh:mmL\248rdag", -3.8066624897703196),
("Onsdag<named-month> <day-of-month> (non ordinal)",
-3.8066624897703196),
("Fredagintersect by \",\"", -3.4011973816621555),
("S\248ndag<day-of-month> (non ordinal) <named-month>",
-3.8066624897703196),
("intersect by \",\"<day-of-month> (non ordinal) <named-month>",
-3.4011973816621555),
("hh:mmintersect", -3.8066624897703196),
("intersect by \",\"intersect", -3.8066624897703196),
("at <time-of-day>intersect", -3.8066624897703196),
("dayminute", -2.70805020110221),
("intersectyear", -3.8066624897703196),
("minuteday", -2.1019143975318944),
("<named-month> <day-of-month> (non ordinal)Fredag",
-3.8066624897703196),
("Fredag<named-month> <day-of-month> (non ordinal)",
-3.4011973816621555),
("hh:mmabsorption of , after named day", -3.8066624897703196),
("at <time-of-day>intersect by \",\"", -3.8066624897703196),
("at <time-of-day>absorption of , after named day",
-3.8066624897703196),
("intersectintersect", -3.8066624897703196),
("Fredagintersect", -3.8066624897703196),
("Mandag<named-month> <day-of-month> (non ordinal)",
-3.4011973816621555),
("Mandag<day-of-month> (non ordinal) <named-month>",
-3.8066624897703196),
("<named-month> <day-of-month> (non ordinal)year",
-3.4011973816621555)],
n = 29},
koData =
ClassData{prior = -1.916922612182061, unseen = -3.7612001156935624,
likelihoods =
HashMap.fromList
[("daymonth", -1.9459101490553135),
("OnsdagFebruar", -3.044522437723423),
("MandagFebruar", -2.639057329615259),
("FredagJuli", -2.639057329615259)],
n = 5}}),
("hh:mm",
Classifier{okData =
ClassData{prior = -3.390155167568134e-2, unseen = -4.0943445622221,
likelihoods = HashMap.fromList [("", 0.0)], n = 58},
koData =
ClassData{prior = -3.4011973816621555,
unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),
("quarter after|past <integer> (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}}),
("second (grain)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3978952727983707,
likelihoods = HashMap.fromList [("", 0.0)], n = 9},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<time-of-day> sharp",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.332204510175204,
likelihoods =
HashMap.fromList
[("at <time-of-day>", -1.349926716949016),
("time-of-day (latent)", -1.349926716949016),
("hour", -0.7308875085427924)],
n = 12},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("Mars",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.833213344056216,
likelihoods = HashMap.fromList [("", 0.0)], n = 15},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Februar",
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}}),
("intersect by \"of\", \"from\", \"'s\"",
Classifier{okData =
ClassData{prior = -1.0116009116784799, unseen = -3.367295829986474,
likelihoods =
HashMap.fromList
[("daymonth", -1.3862943611198906),
("OnsdagOktober", -2.2335922215070942),
("TirsdagOktober", -2.2335922215070942),
("S\248ndaglast <cycle>", -2.639057329615259),
("Onsdagintersect", -2.2335922215070942),
("Onsdagnext <cycle>", -2.639057329615259),
("dayweek", -2.2335922215070942)],
n = 8},
koData =
ClassData{prior = -0.45198512374305727,
unseen = -3.713572066704308,
likelihoods =
HashMap.fromList
[("daymonth", -0.9808292530117262),
("OnsdagOktober", -2.5902671654458267),
("Tirsdagintersect", -2.5902671654458267),
("TirsdagSeptember", -2.5902671654458267),
("S\248ndagMars", -2.5902671654458267),
("S\248ndagintersect", -2.5902671654458267),
("Onsdagintersect", -2.5902671654458267),
("MandagMars", -2.5902671654458267)],
n = 14}}),
("<duration> ago",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.5553480614894135,
likelihoods =
HashMap.fromList
[("week", -1.580450375560848), ("day", -1.916922612182061),
("year", -2.4277482359480516),
("<integer> <unit-of-duration>", -0.8873031950009028),
("a <unit-of-duration>", -2.833213344056216),
("month", -2.4277482359480516)],
n = 14},
koData =
ClassData{prior = -infinity, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0}}),
("last <time>",
Classifier{okData =
ClassData{prior = -1.6739764335716716, unseen = -3.044522437723423,
likelihoods =
HashMap.fromList
[("S\248ndag", -1.8971199848858813),
("day", -1.3862943611198906), ("hour", -1.8971199848858813),
("Tirsdag", -1.8971199848858813),
("week-end", -1.8971199848858813)],
n = 6},
koData =
ClassData{prior = -0.2076393647782445, unseen = -4.110873864173311,
likelihoods =
HashMap.fromList
[("S\248ndag", -2.995732273553991),
("Mandag", -2.995732273553991), ("day", -1.8971199848858813),
("time-of-day (latent)", -1.1499055830556604),
("intersect by \"of\", \"from\", \"'s\"", -2.4849066497880004),
("hour", -1.1499055830556604)],
n = 26}}),
("<day-of-month> (ordinal)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("ordinals (first..31st)", -1.0986122886681098),
("ordinal (digits)", -0.40546510810816444)],
n = 10},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("the day after tomorrow",
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}}),
("noon",
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}}),
("until <time-of-day>",
Classifier{okData =
ClassData{prior = -0.15415067982725836,
unseen = -3.4011973816621555,
likelihoods =
HashMap.fromList
[("at <time-of-day>", -0.8023464725249373),
("hour", -0.8023464725249373)],
n = 12},
koData =
ClassData{prior = -1.9459101490553135,
unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("intersect", -1.5040773967762742),
("hh:mm", -1.5040773967762742),
("minute", -1.0986122886681098)],
n = 2}}),
("<integer> and an half hours",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("integer (numeric)", -0.6931471805599453),
("integer (0..19)", -0.6931471805599453)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("after <duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("day", -0.6931471805599453),
("<integer> <unit-of-duration>", -0.6931471805599453)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("evening",
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}}),
("decimal number",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("next <time>",
Classifier{okData =
ClassData{prior = -0.6931471805599453, unseen = -2.772588722239781,
likelihoods =
HashMap.fromList
[("Mandag", -2.0149030205422647), ("day", -1.3217558399823195),
("Mars", -2.0149030205422647), ("month", -2.0149030205422647),
("Onsdag", -2.0149030205422647),
("Tirsdag", -2.0149030205422647)],
n = 4},
koData =
ClassData{prior = -0.6931471805599453, unseen = -2.772588722239781,
likelihoods =
HashMap.fromList
[("day", -1.3217558399823195), ("Mars", -2.0149030205422647),
("month", -2.0149030205422647), ("Onsdag", -2.0149030205422647),
("Fredag", -1.6094379124341003)],
n = 4}}),
("last <cycle>",
Classifier{okData =
ClassData{prior = -0.45198512374305727,
unseen = -3.1354942159291497,
likelihoods =
HashMap.fromList
[("week", -1.7047480922384253),
("month (grain)", -1.9924301646902063),
("year (grain)", -1.9924301646902063),
("week (grain)", -1.7047480922384253),
("year", -1.9924301646902063), ("month", -1.9924301646902063)],
n = 7},
koData =
ClassData{prior = -1.0116009116784799, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("week", -1.6739764335716716),
("week (grain)", -1.6739764335716716),
("day", -1.6739764335716716),
("day (grain)", -1.6739764335716716)],
n = 4}}),
("Onsdag",
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}}),
("christmas",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("new year's 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}}),
("next n <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.912023005428146,
likelihoods =
HashMap.fromList
[("week", -2.793208009442517),
("integer (0..19)year (grain)", -3.1986731175506815),
("integer (numeric)day (grain)", -3.1986731175506815),
("integer (0..19)hour (grain)", -3.1986731175506815),
("second", -2.793208009442517),
("integer (numeric)second (grain)", -3.1986731175506815),
("integer (numeric)year (grain)", -3.1986731175506815),
("day", -2.793208009442517), ("year", -2.793208009442517),
("integer (numeric)week (grain)", -3.1986731175506815),
("integer (0..19)month (grain)", -3.1986731175506815),
("integer (0..19)second (grain)", -3.1986731175506815),
("hour", -2.793208009442517), ("month", -2.793208009442517),
("integer (numeric)minute (grain)", -3.1986731175506815),
("integer (0..19)minute (grain)", -3.1986731175506815),
("integer (numeric)month (grain)", -3.1986731175506815),
("minute", -2.793208009442517),
("integer (numeric)hour (grain)", -3.1986731175506815),
("integer (0..19)day (grain)", -3.1986731175506815),
("integer (0..19)week (grain)", -3.1986731175506815)],
n = 14},
koData =
ClassData{prior = -infinity, unseen = -3.0910424533583156,
likelihoods = HashMap.fromList [], n = 0}}),
("Fredag",
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}}),
("in <duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -4.418840607796598,
likelihoods =
HashMap.fromList
[("week", -3.0204248861443626),
("<integer> more <unit-of-duration>", -3.3081069585961433),
("number.number hours", -3.713572066704308),
("second", -2.797281334830153), ("day", -2.6149597780361984),
("half an hour", -3.713572066704308),
("<integer> <unit-of-duration>", -1.3156767939059373),
("a <unit-of-duration>", -2.46080909820894),
("<integer> and an half hours", -3.3081069585961433),
("hour", -2.6149597780361984), ("minute", -1.4622802680978126),
("about <duration>", -3.3081069585961433)],
n = 35},
koData =
ClassData{prior = -infinity, unseen = -2.5649493574615367,
likelihoods = HashMap.fromList [], n = 0}}),
("<datetime> - <datetime> (interval)",
Classifier{okData =
ClassData{prior = -0.7308875085427924,
unseen = -3.6375861597263857,
likelihoods =
HashMap.fromList
[("minuteminute", -1.413693335308005),
("hh:mmhh:mm", -1.413693335308005),
("dayday", -1.8191584434161694),
("<day-of-month> (non ordinal) <named-month><day-of-month> (non ordinal) <named-month>",
-1.8191584434161694)],
n = 13},
koData =
ClassData{prior = -0.6567795363890705,
unseen = -3.6888794541139363,
likelihoods =
HashMap.fromList
[("Juli<day-of-month> (non ordinal) <named-month>",
-2.9704144655697013),
("d/mmyear", -2.9704144655697013),
("monthday", -1.8718021769015913),
("minuteminute", -1.717651497074333),
("hh:mmhh:mm", -2.9704144655697013),
("dayyear", -2.277267285009756),
("hh:mmintersect", -1.8718021769015913),
("August<day-of-month> (non ordinal) <named-month>",
-2.0541237336955462),
("dd/mmyear", -2.5649493574615367)],
n = 14}}),
("d/mm",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("<time-of-day> - <time-of-day> (interval)",
Classifier{okData =
ClassData{prior = -0.587786664902119, unseen = -3.2188758248682006,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -2.0794415416798357),
("minuteminute", -0.9808292530117262),
("hh:mmhh:mm", -0.9808292530117262),
("minutehour", -2.0794415416798357)],
n = 10},
koData =
ClassData{prior = -0.8109302162163288, unseen = -3.044522437723423,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -0.916290731874155),
("minuteminute", -2.3025850929940455),
("hh:mmhh:mm", -2.3025850929940455),
("minutehour", -0.916290731874155)],
n = 8}}),
("last n <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -4.04305126783455,
likelihoods =
HashMap.fromList
[("week", -2.639057329615259),
("integer (0..19)year (grain)", -3.332204510175204),
("integer (numeric)day (grain)", -2.9267394020670396),
("second", -2.9267394020670396),
("integer (numeric)second (grain)", -3.332204510175204),
("integer (numeric)year (grain)", -2.9267394020670396),
("day", -2.639057329615259), ("year", -2.639057329615259),
("integer (numeric)week (grain)", -3.332204510175204),
("integer (0..19)month (grain)", -2.9267394020670396),
("integer (0..19)second (grain)", -3.332204510175204),
("hour", -2.9267394020670396), ("month", -2.639057329615259),
("integer (numeric)minute (grain)", -3.332204510175204),
("integer (0..19)minute (grain)", -3.332204510175204),
("integer (numeric)month (grain)", -3.332204510175204),
("minute", -2.9267394020670396),
("integer (numeric)hour (grain)", -2.9267394020670396),
("integer (0..19)day (grain)", -3.332204510175204),
("integer (0..19)week (grain)", -2.9267394020670396)],
n = 18},
koData =
ClassData{prior = -infinity, unseen = -3.044522437723423,
likelihoods = HashMap.fromList [], n = 0}}),
("<named-month> <day-of-month> (non ordinal)",
Classifier{okData =
ClassData{prior = -9.53101798043249e-2,
unseen = -3.258096538021482,
likelihoods =
HashMap.fromList
[("Februarinteger (numeric)", -1.4271163556401458),
("Aprilinteger (numeric)", -2.5257286443082556),
("month", -0.8209805520698302),
("Juliinteger (numeric)", -1.8325814637483102),
("Novemberinteger (numeric)", -2.5257286443082556)],
n = 10},
koData =
ClassData{prior = -2.3978952727983707,
unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("Aprilinteger (numeric)", -1.252762968495368),
("month", -1.252762968495368)],
n = 1}}),
("<day-of-month> (non ordinal) <named-month>",
Classifier{okData =
ClassData{prior = -0.15415067982725836,
unseen = -3.784189633918261,
likelihoods =
HashMap.fromList
[("integer (numeric)September", -3.068052935133617),
("integer (numeric)April", -3.068052935133617),
("integer (numeric)August", -1.4586150226995167),
("month", -0.8167611365271219),
("integer (numeric)Juli", -2.662587827025453),
("integer (numeric)Februar", -2.374905754573672),
("integer (numeric)Mars", -2.662587827025453)],
n = 18},
koData =
ClassData{prior = -1.9459101490553135, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("month", -1.1786549963416462),
("integer (numeric)Juli", -1.1786549963416462)],
n = 3}}),
("this|next <day-of-week>",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("Mandag", -1.7047480922384253), ("day", -1.0116009116784799),
("Onsdag", -1.7047480922384253),
("Tirsdag", -1.7047480922384253)],
n = 3},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("day", -1.0116009116784799), ("Onsdag", -1.7047480922384253),
("Fredag", -1.2992829841302609)],
n = 3}}),
("<hour-of-day> half (as relative minutes)",
Classifier{okData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -2.890371757896165,
likelihoods =
HashMap.fromList
[("about <time-of-day>", -1.7346010553881064),
("time-of-day (latent)", -1.041453874828161),
("hour", -0.7537718023763802)],
n = 7}}),
("ordinal (digits)",
Classifier{okData =
ClassData{prior = -0.7308875085427924, unseen = -2.70805020110221,
likelihoods = HashMap.fromList [("", 0.0)], n = 13},
koData =
ClassData{prior = -0.6567795363890705, unseen = -2.772588722239781,
likelihoods = HashMap.fromList [("", 0.0)], n = 14}}),
("quarter (grain)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("last <cycle> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.1354942159291497,
likelihoods =
HashMap.fromList
[("daymonth", -1.4816045409242156),
("day (grain)intersect", -1.9924301646902063),
("weekmonth", -1.4816045409242156),
("day (grain)Oktober", -1.9924301646902063),
("week (grain)intersect", -1.9924301646902063),
("week (grain)September", -1.9924301646902063)],
n = 8},
koData =
ClassData{prior = -infinity, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0}}),
("<day-of-month>(ordinal) <named-month> year",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("ordinals (first..31st)April", -1.6094379124341003),
("ordinals (first..31st)Mars", -1.6094379124341003),
("month", -0.916290731874155),
("ordinal (digits)Mars", -1.6094379124341003)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("Tirsdag",
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}}),
("morning",
Classifier{okData =
ClassData{prior = -1.6094379124341003, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -0.2231435513142097, unseen = -2.890371757896165,
likelihoods = HashMap.fromList [("", 0.0)], n = 16}}),
("week-end",
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}}),
("after <time-of-day>",
Classifier{okData =
ClassData{prior = -0.45198512374305727,
unseen = -3.9889840465642745,
likelihoods =
HashMap.fromList
[("at <time-of-day>", -1.667706820558076),
("intersect", -2.0243817644968085),
("tomorrow", -2.0243817644968085), ("day", -2.0243817644968085),
("hour", -1.1977031913123406)],
n = 21},
koData =
ClassData{prior = -1.0116009116784799, unseen = -3.58351893845611,
likelihoods =
HashMap.fromList
[("this <part-of-day>", -2.169053700369523),
("christmas eve", -2.456735772821304),
("in|during the <part-of-day>", -2.169053700369523),
("day", -2.456735772821304), ("hh:mm", -2.8622008809294686),
("hour", -1.252762968495368), ("minute", -2.8622008809294686),
("this <time>", -2.169053700369523)],
n = 12}}),
("day (grain)",
Classifier{okData =
ClassData{prior = -4.8790164169432056e-2,
unseen = -3.0910424533583156,
likelihoods = HashMap.fromList [("", 0.0)], n = 20},
koData =
ClassData{prior = -3.044522437723423, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("dd.mm",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),
("<month> dd-dd (interval)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("Juli", -0.6931471805599453), ("month", -0.6931471805599453)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("about <duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("half an hour", -0.6931471805599453),
("minute", -0.6931471805599453)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("this <time>",
Classifier{okData =
ClassData{prior = -1.2685113254635072,
unseen = -3.9318256327243257,
likelihoods =
HashMap.fromList
[("week", -3.2188758248682006),
("intersect", -2.8134107167600364),
("season", -2.3025850929940455),
("next <cycle>", -3.2188758248682006),
("day", -1.9661128563728327),
("christmas days", -2.8134107167600364),
("Oktober", -2.8134107167600364), ("hour", -1.8325814637483102),
("evening", -3.2188758248682006),
("month", -2.3025850929940455),
("morning", -2.8134107167600364),
("week-end", -2.3025850929940455)],
n = 18},
koData =
ClassData{prior = -0.33024168687057687,
unseen = -4.672828834461907,
likelihoods =
HashMap.fromList
[("September", -3.054001181677967),
("intersect", -2.0984897366505306),
("Oktober", -2.2655438213136967), ("Mars", -3.054001181677967),
("hour", -1.8302257500558512), ("month", -1.2294518896269209),
("morning", -1.8302257500558512)],
n = 46}}),
("within <duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("week", -0.6931471805599453),
("<integer> <unit-of-duration>", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("August",
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}})]