{-# LANGUAGE OverloadedStrings #-}
module Duckling.Ranking.Classifiers.PL_XX (classifiers) where
import Data.String
import Prelude
import qualified Data.HashMap.Strict as HashMap
import Duckling.Ranking.Types
classifiers :: Classifiers
classifiers
= HashMap.fromList
[("five",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Thursday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3025850929940455,
likelihoods = HashMap.fromList [("", 0.0)], n = 8},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.5997731097824868, unseen = -4.875197323201151,
likelihoods = HashMap.fromList [("", 0.0)], n = 129},
koData =
ClassData{prior = -0.7961464200320919, unseen = -4.68213122712422,
likelihoods = HashMap.fromList [("", 0.0)], n = 106}}),
("exactly <time-of-day>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("<ordinal> (as hour)", -1.3862943611198906),
("<integer> (latent time-of-day)", -1.791759469228055),
("hour", -0.8754687373538999),
("<time-of-day> popo\322udniu/wieczorem/w nocy",
-1.791759469228055)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("<cycle> before <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("dayday", -0.6931471805599453),
("day (grain)yesterday", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Father's Day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<ordinal> <cycle> <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.258096538021482,
likelihoods =
HashMap.fromList
[("third ordinalday (grain)October", -2.5257286443082556),
("daymonth", -2.120263536200091),
("quarteryear", -2.5257286443082556),
("third ordinalday (grain)on <date>", -2.5257286443082556),
("weekmonth", -1.4271163556401458),
("ordinal (digits)quarter (grain)year", -2.5257286443082556),
("first ordinalweek (grain)intersect", -2.120263536200091),
("first ordinalweek (grain)October", -2.5257286443082556),
("first ordinalweek (grain)on <date>", -2.120263536200091)],
n = 8},
koData =
ClassData{prior = -infinity, unseen = -2.3025850929940455,
likelihoods = HashMap.fromList [], n = 0}}),
("<time> <part-of-day>",
Classifier{okData =
ClassData{prior = -0.8038127484474648, unseen = -4.919980925828125,
likelihoods =
HashMap.fromList
[("<ordinal> (as hour)after <time-of-day>", -3.8140425970679424),
("dayhour", -2.966744736680739),
("Wednesdayevening|night", -4.219507705176107),
("<ordinal> (as hour)evening|night", -2.5147596129376812),
("<ordinal> (as hour)on <date>", -4.219507705176107),
("yesterdayevening|night", -4.219507705176107),
("hourhour", -1.1990828190317442),
("after <time-of-day>after <time-of-day>", -3.8140425970679424),
("until <time-of-day>morning", -3.8140425970679424),
("until <time-of-day>after <time-of-day>", -4.219507705176107),
("minutehour", -4.219507705176107),
("todayevening|night", -4.219507705176107),
("at <time-of-day>evening|night", -4.219507705176107),
("intersecton <date>", -4.219507705176107),
("<integer> (latent time-of-day)this <part-of-day>",
-4.219507705176107),
("hh:mmon <date>", -4.219507705176107),
("<integer> (latent time-of-day)morning", -4.219507705176107),
("at <time-of-day>on <date>", -4.219507705176107),
("intersectmorning", -2.966744736680739),
("<integer> (latent time-of-day)evening|night",
-2.966744736680739),
("from <datetime> - <datetime> (interval)morning",
-4.219507705176107),
("from <time-of-day> - <time-of-day> (interval)morning",
-4.219507705176107),
("Mondaymorning", -4.219507705176107),
("on <date>morning", -4.219507705176107),
("at <time-of-day>morning", -3.8140425970679424),
("tomorrowevening|night", -3.8140425970679424)],
n = 47},
koData =
ClassData{prior = -0.593517339611104, unseen = -5.0689042022202315,
likelihoods =
HashMap.fromList
[("<ordinal> (as hour)after <time-of-day>", -4.3694478524670215),
("dayhour", -2.018072595303544),
("yearhour", -2.0668627594729756),
("year (latent)on <date>", -4.3694478524670215),
("<day-of-month> (ordinal)on <date>", -4.3694478524670215),
("<time-of-day> - <time-of-day> (interval)morning",
-4.3694478524670215),
("<day-of-month> (ordinal)evening|night", -2.6646997602285962),
("by the end of <time>morning", -4.3694478524670215),
("year (latent)evening|night", -3.1166848839716534),
("hourhour", -2.423537703411708),
("after <time-of-day>after <time-of-day>", -3.963982744358857),
("<day-of-month> (ordinal)morning", -3.963982744358857),
("<day-of-month> (ordinal)after <time-of-day>",
-3.270835563798912),
("until <time-of-day>morning", -4.3694478524670215),
("about <time-of-day>after <time-of-day>", -4.3694478524670215),
("by <time>morning", -4.3694478524670215),
("<integer> (latent time-of-day)after <time-of-day>",
-3.963982744358857),
("<integer> (latent time-of-day)morning", -3.270835563798912),
("secondhour", -3.1166848839716534),
("intersectmorning", -3.270835563798912),
("year (latent)morning", -2.6646997602285962),
("year (latent)after <time-of-day>", -3.963982744358857),
("at <time-of-day>after <time-of-day>", -4.3694478524670215)],
n = 58}}),
("today",
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}}),
("mm/dd",
Classifier{okData =
ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),
("at <time-of-day>",
Classifier{okData =
ClassData{prior = -0.13580154115906176,
unseen = -4.787491742782046,
likelihoods =
HashMap.fromList
[("<ordinal> (as hour)", -1.4832866271072003),
("<integer> (latent time-of-day)", -2.381228220313159),
("about <time-of-day>", -4.085976312551584),
("hh:mm", -3.6805112044434196),
("<time-of-day> rano", -2.987364023883474),
("hour", -0.827879774530102),
("<time-of-day> popo\322udniu/wieczorem/w nocy",
-2.2942168433235293),
("minute", -3.169685580677429)],
n = 55},
koData =
ClassData{prior = -2.063693184711697, unseen = -3.258096538021482,
likelihoods =
HashMap.fromList
[("<ordinal> (as hour)", -1.8325814637483102),
("<integer> (latent time-of-day)", -1.8325814637483102),
("relative minutes after|past <integer> (hour-of-day)",
-2.5257286443082556),
("hour", -1.1394342831883648),
("<time-of-day> popo\322udniu/wieczorem/w nocy",
-2.5257286443082556),
("minute", -2.5257286443082556)],
n = 8}}),
("absorption of , after named day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.970291913552122,
likelihoods =
HashMap.fromList
[("Wednesday", -2.159484249353372),
("Saturday", -3.258096538021482),
("Monday", -1.754019141245208), ("Friday", -2.5649493574615367),
("day", -0.7731898882334817), ("Sunday", -2.005333569526114)],
n = 23},
koData =
ClassData{prior = -infinity, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0}}),
("September",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("11th ordinal",
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}}),
("on <date>",
Classifier{okData =
ClassData{prior = -7.79615414697118e-2,
unseen = -4.543294782270004,
likelihoods =
HashMap.fromList
[("week", -2.9231615807191553),
("Thursday", -3.4339872044851463),
("<time> <part-of-day>", -3.8394523125933104),
("September", -3.4339872044851463),
("October", -2.5866893440979424),
("intersect", -2.0476928433652555),
("Saturday", -3.4339872044851463),
("next <cycle>", -3.146305132033365),
("half to|till|before <integer> (hour-of-day)",
-3.8394523125933104),
("day", -2.740840023925201), ("afternoon", -3.146305132033365),
("this <cycle>", -2.9231615807191553),
("year", -3.146305132033365), ("March", -3.8394523125933104),
("hour", -2.3353749158170367), ("month", -1.6993861490970399),
("minute", -3.8394523125933104),
("this <time>", -3.8394523125933104)],
n = 37},
koData =
ClassData{prior = -2.5902671654458267, unseen = -3.258096538021482,
likelihoods =
HashMap.fromList
[("noon", -1.8325814637483102), ("hour", -1.8325814637483102)],
n = 3}}),
("8th ordinal",
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}}),
("October",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.772588722239781,
likelihoods = HashMap.fromList [("", 0.0)], n = 14},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("month (grain)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.5649493574615367,
likelihoods = HashMap.fromList [("", 0.0)], n = 11},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<time-of-day> o'clock",
Classifier{okData =
ClassData{prior = -0.3184537311185346, unseen = -2.995732273553991,
likelihoods =
HashMap.fromList
[("<ordinal> (as hour)", -0.8649974374866046),
("<integer> (latent time-of-day)", -2.2512917986064953),
("hour", -0.7472144018302211)],
n = 8},
koData =
ClassData{prior = -1.2992829841302609,
unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("<ordinal> (as hour)", -1.5040773967762742),
("<integer> (latent time-of-day)", -1.0986122886681098),
("hour", -0.8109302162163288)],
n = 3}}),
("on a named-day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("Thursday", -1.2992829841302609),
("Saturday", -1.2992829841302609),
("day", -0.7884573603642702)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("nth <time> <time>",
Classifier{okData =
ClassData{prior = -0.4989911661189879,
unseen = -3.9889840465642745,
likelihoods =
HashMap.fromList
[("third ordinalTuesdayon <date>", -3.2771447329921766),
("daymonth", -1.4853852637641216),
("dayyear", -2.0243817644968085),
("second ordinalWednesdayon <date>", -3.2771447329921766),
("first ordinalWednesdayintersect", -2.871679624884012),
("first ordinalWednesdayon <date>", -3.2771447329921766),
("second ordinalWednesdayintersect", -2.871679624884012),
("third ordinalintersectyear", -2.871679624884012),
("first ordinalTuesdayon <date>", -3.2771447329921766),
("first ordinalTuesdayOctober", -3.2771447329921766),
("first ordinalintersectyear", -2.871679624884012),
("third ordinalTuesdayintersect", -2.871679624884012),
("second ordinalintersectyear", -2.871679624884012)],
n = 17},
koData =
ClassData{prior = -0.9343092373768334,
unseen = -3.7376696182833684,
likelihoods =
HashMap.fromList
[("third ordinalTuesdaySeptember", -3.0204248861443626),
("third ordinalTuesdayon <date>", -3.0204248861443626),
("daymonth", -1.7676619176489945),
("14th ordinalApril<integer> (latent time-of-day)",
-2.6149597780361984),
("monthhour", -1.9218125974762528),
("second ordinalWednesdayon <date>", -3.0204248861443626),
("first ordinalWednesdayon <date>", -3.0204248861443626),
("ordinal (digits)April<integer> (latent time-of-day)",
-2.327277705584417),
("second ordinalWednesdayOctober", -3.0204248861443626),
("first ordinalWednesdayOctober", -3.0204248861443626)],
n = 11}}),
("Wednesday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.9444389791664407,
likelihoods = HashMap.fromList [("", 0.0)], n = 17},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<ordinal> (as hour)",
Classifier{okData =
ClassData{prior = -2.985296314968116e-2,
unseen = -4.454347296253507,
likelihoods =
HashMap.fromList
[("11th ordinal", -3.056356895370426),
("8th ordinal", -3.3440389678222067),
("21st ordinal no space", -3.7495040759303713),
("20th ordinal", -3.7495040759303713),
("third ordinal", -1.8035939268750578),
("16th ordinal", -3.3440389678222067),
("18th ordinal", -3.3440389678222067),
("fifth ordinal", -3.7495040759303713),
("seventh ordinal", -3.3440389678222067),
("19th ordinal", -3.3440389678222067),
("21-29th ordinal", -3.3440389678222067),
("sixth ordinal", -3.3440389678222067),
("15th ordinal", -3.3440389678222067),
("second ordinal", -2.1400661634962708),
("ordinal (digits)", -2.3632097148104805),
("10th ordinal", -2.496741107435003),
("9th ordinal", -2.3632097148104805),
("first ordinal", -3.7495040759303713),
("23rd ordinal no space", -3.7495040759303713)],
n = 66},
koData =
ClassData{prior = -3.5263605246161616,
unseen = -3.0910424533583156,
likelihoods =
HashMap.fromList
[("20th ordinal", -2.3513752571634776),
("first ordinal", -2.3513752571634776)],
n = 2}}),
("July",
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}}),
("hour (grain)",
Classifier{okData =
ClassData{prior = -0.8472978603872037,
unseen = -2.3978952727983707,
likelihoods = HashMap.fromList [("", 0.0)], n = 9},
koData =
ClassData{prior = -0.5596157879354228, unseen = -2.639057329615259,
likelihoods = HashMap.fromList [("", 0.0)], n = 12}}),
("21st ordinal no space",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<ordinal> quarter",
Classifier{okData =
ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("quarter", -0.916290731874155),
("third ordinalquarter (grain)", -0.916290731874155)],
n = 1},
koData =
ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("ordinal (digits)quarter (grain)", -0.916290731874155),
("quarter", -0.916290731874155)],
n = 1}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.3189150921417123, unseen = -6.280395838960195,
likelihoods =
HashMap.fromList
[("Tuesdayon <date>", -4.669083511731744),
("Sundaylast <cycle>", -5.179909135497735),
("Fridaynext <cycle>", -5.585374243605899),
("<datetime> - <datetime> (interval)on <date>",
-5.179909135497735),
("mm/dd<time-of-day> popo\322udniu/wieczorem/w nocy",
-5.585374243605899),
("<hour-of-day> - <hour-of-day> (interval)on <date>",
-5.179909135497735),
("<time-of-day> - <time-of-day> (interval)on <date>",
-5.179909135497735),
("hourday", -3.7936147743778443),
("dayhour", -2.7231733626764307),
("daymonth", -3.7936147743778443),
("<time-of-day> popo\322udniu/wieczorem/w nocyabsorption of , after named day",
-4.669083511731744),
("TuesdaySeptember", -5.585374243605899),
("monthyear", -3.100467593817899),
("Wednesdayintersect", -5.179909135497735),
("from <hour-of-day> - <hour-of-day> (interval)on a named-day",
-5.585374243605899),
("from <time-of-day> - <time-of-day> (interval)on a named-day",
-5.585374243605899),
("intersecthh:mm", -5.585374243605899),
("from <datetime> - <datetime> (interval)on a named-day",
-5.585374243605899),
("Wednesdaynext <cycle>", -5.179909135497735),
("Tuesdaythis <cycle>", -5.585374243605899),
("Saturday<time> <part-of-day>", -5.585374243605899),
("Marchyear", -5.179909135497735),
("Saturdayat <time-of-day>", -5.179909135497735),
("on a named-dayat <time-of-day>", -5.179909135497735),
("at <time-of-day>on a named-day", -5.585374243605899),
("<time> <part-of-day>on a named-day", -5.179909135497735),
("Wednesdayon <date>", -4.48676195493779),
("on a named-day<time> <part-of-day>", -5.585374243605899),
("last <day-of-week> of <time>year", -5.585374243605899),
("today<time> <part-of-day>", -5.585374243605899),
("todayat <time-of-day>", -5.585374243605899),
("on <date>at <time-of-day>", -5.179909135497735),
("dayday", -2.9463169139906404),
("on <date><time> <part-of-day>", -5.585374243605899),
("intersect by \",\"hh:mm", -4.669083511731744),
("mm/ddat <time-of-day>", -4.892227063045954),
("WednesdayOctober", -5.179909135497735),
("last <cycle> <time>year", -4.669083511731744),
("intersect<named-month> <day-of-month> (non ordinal)",
-4.892227063045954),
("intersect<day-of-month> (non ordinal) <named-month>",
-4.892227063045954),
("dayyear", -3.5704712230636346),
("Wednesday<day-of-month>(ordinal) <named-month>",
-5.585374243605899),
("Thursday<time> <part-of-day>", -5.179909135497735),
("<day-of-month>(ordinal) <named-month>year",
-5.179909135497735),
("day-after-tomorrow (single-word)at <time-of-day>",
-5.585374243605899),
("absorption of , after named day<day-of-month>(ordinal) <named-month>",
-4.081296846829625),
("Tuesdaynext <cycle>", -5.585374243605899),
("tomorrow<time-of-day> popo\322udniu/wieczorem/w nocy",
-5.585374243605899),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-4.199079882486009),
("Thursdayfrom <datetime> - <datetime> (interval)",
-4.892227063045954),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-4.892227063045954),
("tomorrowuntil <time-of-day>", -5.179909135497735),
("absorption of , after named day<day-of-month> (non ordinal) <named-month>",
-4.081296846829625),
("<time-of-day> popo\322udniu/wieczorem/w nocyintersect by \",\"",
-4.669083511731744),
("TuesdayOctober", -5.585374243605899),
("last <day-of-week> <time>year", -5.179909135497735),
("Monday<day-of-month>(ordinal) <named-month>",
-5.179909135497735),
("Mondaythis <cycle>", -5.585374243605899),
("<time-of-day> ranoon <date>", -5.179909135497735),
("on <date><time-of-day> rano", -5.585374243605899),
("<time-of-day> popo\322udniu/wieczorem/w nocytomorrow",
-5.585374243605899),
("from <time-of-day> - <time-of-day> (interval)on <date>",
-5.585374243605899),
("<time-of-day> popo\322udniu/wieczorem/w nocyFriday",
-4.669083511731744),
("at <time-of-day>intersect", -5.179909135497735),
("dayminute", -3.975936331171799),
("<time-of-day> ranoon a named-day", -5.179909135497735),
("from <hour-of-day> - <hour-of-day> (interval)on <date>",
-5.585374243605899),
("from <datetime> - <datetime> (interval)on <date>",
-5.585374243605899),
("intersectyear", -5.179909135497735),
("on a named-day<time-of-day> rano", -5.585374243605899),
("<ordinal> <cycle> of <time>year", -5.585374243605899),
("minuteday", -2.386701126055218),
("absorption of , after named dayintersect",
-5.585374243605899),
("Saturday<time-of-day> rano", -5.585374243605899),
("Octoberyear", -3.880626151367474),
("yearhh:mm", -5.585374243605899),
("at <time-of-day>intersect by \",\"", -5.179909135497735),
("absorption of , after named dayintersect by \",\"",
-5.179909135497735),
("tomorrowexactly <time-of-day>", -4.892227063045954),
("at <time-of-day>absorption of , after named day",
-5.179909135497735),
("Septemberyear", -4.669083511731744),
("at <time-of-day>on <date>", -5.585374243605899),
("on <date>year", -4.199079882486009),
("dayweek", -3.639464094550586),
("Tuesdayin <duration>", -5.585374243605899),
("<time> <part-of-day>on <date>", -5.179909135497735),
("weekyear", -4.332611275110531),
("<ordinal> <cycle> <time>year", -5.179909135497735),
("tomorrowat <time-of-day>", -5.585374243605899),
("tomorrow<time> <part-of-day>", -5.585374243605899),
("at <time-of-day>Friday", -5.179909135497735),
("<time-of-day> popo\322udniu/wieczorem/w nocyintersect",
-4.669083511731744),
("<named-month> <day-of-month> (ordinal)year",
-5.585374243605899),
("tomorrow<time-of-day> rano", -5.585374243605899),
("<datetime> - <datetime> (interval)on a named-day",
-5.179909135497735),
("last <cycle> of <time>year", -5.179909135497735),
("<named-month> <day-of-month> (non ordinal)year",
-5.585374243605899),
("<time-of-day> - <time-of-day> (interval)on a named-day",
-5.179909135497735),
("<day-of-month> (non ordinal) <named-month>year",
-5.179909135497735),
("<hour-of-day> - <hour-of-day> (interval)on a named-day",
-5.179909135497735),
("yearminute", -5.585374243605899)],
n = 197},
koData =
ClassData{prior = -1.298053727675531, unseen = -5.662960480135946,
likelihoods =
HashMap.fromList
[("Tuesdayon <date>", -4.966335035199676),
("<time-of-day> ranoby <time>", -4.560869927091511),
("<named-month> <day-of-month> (non ordinal)July",
-4.966335035199676),
("Julyrelative minutes to|till|before <integer> (hour-of-day)",
-4.966335035199676),
("dayhour", -3.867722746531566),
("July<day-of-month> (non ordinal) <named-month>",
-4.966335035199676),
("daymonth", -2.5684397624013053),
("monthday", -4.560869927091511),
("monthyear", -4.050044303325521),
("Wednesdayintersect", -4.560869927091511),
("<time> <part-of-day>until <time-of-day>", -4.560869927091511),
("Marchyear", -4.273187854639731),
("Wednesdayon <date>", -4.966335035199676),
("absorption of , after named dayJuly", -4.966335035199676),
("<time> <part-of-day><time> <part-of-day>",
-4.273187854639731),
("mm/ddat <time-of-day>", -4.966335035199676),
("hourhour", -4.050044303325521),
("<time> <part-of-day>by <time>", -4.560869927091511),
("dayyear", -3.713572066704308),
("<time-of-day> ranoby the end of <time>", -4.560869927091511),
("<named-month> <day-of-month> (non ordinal)until <time-of-day>",
-4.966335035199676),
("monthminute", -4.966335035199676),
("minutemonth", -4.273187854639731),
("Thursdayfrom <datetime> - <datetime> (interval)",
-4.966335035199676),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-4.966335035199676),
("Aprilyear", -4.966335035199676),
("<time-of-day> popo\322udniu/wieczorem/w nocyintersect by \",\"",
-4.560869927091511),
("after <time-of-day>at <time-of-day>", -4.966335035199676),
("SundayMarch", -4.966335035199676),
("hh:mmby the end of <time>", -4.966335035199676),
("daysecond", -4.560869927091511),
("<time> <part-of-day>by the end of <time>",
-4.560869927091511),
("<time> <part-of-day><time-of-day> rano", -4.966335035199676),
("<time-of-day> rano<time> <part-of-day>", -4.560869927091511),
("<named-month> <day-of-month> (non ordinal)August",
-4.966335035199676),
("August<day-of-month> (non ordinal) <named-month>",
-4.966335035199676),
("at <time-of-day>intersect", -4.966335035199676),
("dayminute", -4.560869927091511),
("<named-month> <day-of-month> (non ordinal)by <time>",
-4.966335035199676),
("intersectyear", -3.713572066704308),
("intersectSeptember", -4.273187854639731),
("minuteday", -3.2615869429612507),
("hh:mmon <date>", -4.560869927091511),
("at <time-of-day>intersect by \",\"", -4.966335035199676),
("MondayMarch", -4.966335035199676),
("<named-month> <day-of-month> (non ordinal)by the end of <time>",
-4.966335035199676),
("tomorrowexactly <time-of-day>", -4.966335035199676),
("hoursecond", -3.094532858298084),
("absorption of , after named daySeptember",
-4.966335035199676),
("hh:mmon a named-day", -4.560869927091511),
("Sundayon <date>", -4.560869927091511),
("absorption of , after named dayFebruary", -3.867722746531566),
("hh:mmby <time>", -4.966335035199676),
("tomorrowat <time-of-day>", -4.966335035199676),
("minutesecond", -4.560869927091511),
("<time-of-day> popo\322udniu/wieczorem/w nocyintersect",
-4.560869927091511),
("Tuesdayintersect", -4.560869927091511),
("Sundayintersect", -4.560869927091511)],
n = 74}}),
("half after|past <integer> (hour-of-day)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("<ordinal> (as hour)", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("twenty",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("20th ordinal",
Classifier{okData =
ClassData{prior = -1.0986122886681098,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -0.40546510810816444,
unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),
("a few",
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> <cycle> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("third ordinalday (grain)October", -1.7047480922384253),
("daymonth", -1.7047480922384253),
("weekmonth", -1.2992829841302609),
("first ordinalweek (grain)intersect", -1.7047480922384253),
("first ordinalweek (grain)October", -1.7047480922384253)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("season",
Classifier{okData =
ClassData{prior = -1.0116009116784799, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -0.45198512374305727,
unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [("", 0.0)], n = 7}}),
("year (grain)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.890371757896165,
likelihoods = HashMap.fromList [("", 0.0)], n = 16},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("from <datetime> - <datetime> (interval)",
Classifier{okData =
ClassData{prior = -0.6931471805599453, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("minuteminute", -1.6739764335716716),
("<time-of-day> rano<time-of-day> rano", -2.0794415416798357),
("hh:mmhh:mm", -1.6739764335716716),
("hourhour", -1.6739764335716716),
("<time-of-day> rano<integer> (latent time-of-day)",
-2.0794415416798357)],
n = 4},
koData =
ClassData{prior = -0.6931471805599453, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("minuteminute", -1.6739764335716716),
("minutehour", -1.6739764335716716),
("hh:mmintersect", -1.6739764335716716),
("hh:mm<integer> (latent time-of-day)", -1.6739764335716716)],
n = 4}}),
("Saturday",
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}}),
("from <hour-of-day> - <hour-of-day> (interval)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("minuteminute", -0.6931471805599453),
("hh:mmhh:mm", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("next <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.713572066704308,
likelihoods =
HashMap.fromList
[("week", -1.491654876777717),
("month (grain)", -2.995732273553991),
("year (grain)", -2.5902671654458267),
("second", -2.995732273553991),
("week (grain)", -1.491654876777717),
("quarter", -2.3025850929940455), ("year", -2.5902671654458267),
("second (grain)", -2.995732273553991),
("month", -2.995732273553991),
("quarter (grain)", -2.3025850929940455)],
n = 15},
koData =
ClassData{prior = -infinity, unseen = -2.3978952727983707,
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 = -0.40546510810816444,
unseen = -2.772588722239781,
likelihoods =
HashMap.fromList
[("minuteminute", -1.6094379124341003),
("<time-of-day> rano<time-of-day> rano", -2.0149030205422647),
("hh:mmhh:mm", -1.6094379124341003),
("hourhour", -1.6094379124341003),
("<time-of-day> rano<integer> (latent time-of-day)",
-2.0149030205422647)],
n = 4},
koData =
ClassData{prior = -1.0986122886681098,
unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("minutehour", -1.2992829841302609),
("hh:mm<integer> (latent time-of-day)", -1.2992829841302609)],
n = 2}}),
("integer 21..99",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods =
HashMap.fromList [("integer (numeric)integer (numeric)", 0.0)],
n = 1}}),
("yyyy-mm-dd",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -3.295836866004329,
likelihoods =
HashMap.fromList
[("integer (numeric)", -8.004270767353637e-2),
("one", -2.5649493574615367)],
n = 24}}),
("mm/dd/yyyy",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("evening|night",
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}}),
("third ordinal",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.044522437723423,
likelihoods = HashMap.fromList [("", 0.0)], n = 19},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Monday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.995732273553991,
likelihoods = HashMap.fromList [("", 0.0)], n = 18},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("yesterday",
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}}),
("<ordinal> quarter <year>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("quarteryear", -0.6931471805599453),
("ordinal (digits)quarter (grain)year", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("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}}),
("16th ordinal",
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}}),
("quarter to|till|before <integer> (hour-of-day)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("<ordinal> (as hour)", -1.791759469228055),
("<integer> (latent time-of-day)", -1.791759469228055),
("noon", -1.3862943611198906), ("hour", -0.8754687373538999)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("<integer> (latent time-of-day)",
Classifier{okData =
ClassData{prior = -0.40546510810816444,
unseen = -3.7376696182833684,
likelihoods =
HashMap.fromList
[("integer (numeric)", -7.598590697792199e-2),
("fifteen", -3.0204248861443626)],
n = 38},
koData =
ClassData{prior = -1.0986122886681098,
unseen = -3.1354942159291497,
likelihoods =
HashMap.fromList
[("integer (numeric)", -0.1466034741918754),
("one", -2.3978952727983707)],
n = 19}}),
("nth <time> of <time>",
Classifier{okData =
ClassData{prior = -0.5596157879354228, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("daymonth", -1.1631508098056809),
("first ordinalWednesdayintersect", -2.0794415416798357),
("second ordinalWednesdayintersect", -2.0794415416798357),
("first ordinalTuesdayOctober", -2.0794415416798357),
("third ordinalTuesdayintersect", -2.0794415416798357)],
n = 4},
koData =
ClassData{prior = -0.8472978603872037, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("third ordinalTuesdaySeptember", -1.9459101490553135),
("daymonth", -1.252762968495368),
("second ordinalWednesdayOctober", -1.9459101490553135),
("first ordinalWednesdayOctober", -1.9459101490553135)],
n = 3}}),
("April",
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}}),
("18th ordinal",
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}}),
("week (grain)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.784189633918261,
likelihoods = HashMap.fromList [("", 0.0)], n = 42},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("fifth ordinal",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("valentine's day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("last <day-of-week> <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.890371757896165,
likelihoods =
HashMap.fromList
[("daymonth", -0.8873031950009028),
("SundayMarch", -2.1400661634962708),
("MondayMarch", -2.1400661634962708),
("Sundayon <date>", -1.7346010553881064),
("Sundayintersect", -1.7346010553881064)],
n = 6},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("now",
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}}),
("<unit-of-duration> as a duration",
Classifier{okData =
ClassData{prior = -2.1226137135450447,
unseen = -3.9318256327243257,
likelihoods =
HashMap.fromList
[("week", -1.7147984280919266),
("hour (grain)", -2.8134107167600364),
("second", -2.5257286443082556),
("week (grain)", -1.7147984280919266),
("day", -2.5257286443082556),
("minute (grain)", -3.2188758248682006),
("second (grain)", -2.5257286443082556),
("hour", -2.8134107167600364), ("minute", -3.2188758248682006),
("day (grain)", -2.5257286443082556)],
n = 17},
koData =
ClassData{prior = -0.12751332029895956, unseen = -5.58724865840025,
likelihoods =
HashMap.fromList
[("week", -2.0281482472922856),
("month (grain)", -3.0985896589936988),
("hour (grain)", -2.5877640352277083),
("year (grain)", -2.750282964725483),
("second", -3.9740583963475986),
("week (grain)", -2.0281482472922856),
("day", -2.4480020928525494), ("quarter", -3.3862717314454795),
("minute (grain)", -3.0985896589936988),
("year", -2.750282964725483),
("second (grain)", -3.9740583963475986),
("hour", -2.5877640352277083), ("month", -3.0985896589936988),
("quarter (grain)", -3.3862717314454795),
("minute", -3.0985896589936988),
("day (grain)", -2.4480020928525494)],
n = 125}}),
("this <part-of-day>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("on <date>", -1.5040773967762742),
("evening|night", -1.0986122886681098),
("hour", -0.8109302162163288)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("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 = -0.19671029424605427, unseen = -4.04305126783455,
likelihoods =
HashMap.fromList
[("15th ordinalFebruary", -2.9267394020670396),
("8th ordinalAugust", -2.9267394020670396),
("13th ordinalFebruary", -3.332204510175204),
("first ordinalMarch", -2.9267394020670396),
("ordinal (digits)February", -1.540445040947149),
("third ordinalMarch", -3.332204510175204),
("month", -0.8472978603872037),
("ordinal (digits)March", -2.4159137783010487)],
n = 23},
koData =
ClassData{prior = -1.7227665977411035, unseen = -3.044522437723423,
likelihoods =
HashMap.fromList
[("14th ordinalApril", -1.8971199848858813),
("ordinal (digits)April", -1.6094379124341003),
("month", -1.2039728043259361)],
n = 5}}),
("<duration> hence",
Classifier{okData =
ClassData{prior = -0.40546510810816444,
unseen = -3.295836866004329,
likelihoods =
HashMap.fromList
[("week", -1.3121863889661687),
("<unit-of-duration> as a duration", -1.8718021769015913),
("day", -2.159484249353372), ("year", -2.5649493574615367),
("<integer> <unit-of-duration>", -1.1786549963416462),
("month", -2.5649493574615367)],
n = 10},
koData =
ClassData{prior = -1.0986122886681098, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("week", -2.0794415416798357),
("<unit-of-duration> as a duration", -0.9808292530117262),
("day", -1.6739764335716716), ("year", -2.0794415416798357),
("month", -2.0794415416798357)],
n = 5}}),
("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 = -2.5649493574615367,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 11}}),
("Friday",
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}}),
("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 = -0.2876820724517809,
unseen = -2.3978952727983707,
likelihoods = HashMap.fromList [("", 0.0)], n = 9},
koData =
ClassData{prior = -1.3862943611198906,
unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("<cycle> after <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("day (grain)tomorrow", -0.6931471805599453),
("dayday", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("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}}),
("half to|till|before <integer> (hour-of-day)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("<ordinal> (as hour)", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("<time> after next",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("Friday", -1.3862943611198906), ("day", -1.3862943611198906),
("March", -1.3862943611198906), ("month", -1.3862943611198906)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("two",
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}}),
("by <time>",
Classifier{okData =
ClassData{prior = -infinity, unseen = -2.4849066497880004,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -3.58351893845611,
likelihoods =
HashMap.fromList
[("<ordinal> (as hour)", -2.456735772821304),
("year (latent)", -2.8622008809294686),
("<integer> (latent time-of-day)", -1.9459101490553135),
("day", -2.456735772821304), ("year", -2.8622008809294686),
("hh:mm", -2.8622008809294686),
("<day-of-month> (ordinal)", -2.456735772821304),
("noon", -2.8622008809294686),
("<time-of-day> rano", -2.8622008809294686),
("hour", -1.3581234841531944), ("minute", -2.8622008809294686)],
n = 12}}),
("seventh ordinal",
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}}),
("half an hour",
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}}),
("one",
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}}),
("fractional number",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -2.3025850929940455,
likelihoods = HashMap.fromList [("", 0.0)], n = 8}}),
("Sunday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.044522437723423,
likelihoods = HashMap.fromList [("", 0.0)], n = 19},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("afternoon",
Classifier{okData =
ClassData{prior = -0.5108256237659907,
unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -0.916290731874155, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),
("<duration> from now",
Classifier{okData =
ClassData{prior = -0.40546510810816444, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("second", -1.9459101490553135),
("<unit-of-duration> as a duration", -1.540445040947149),
("day", -1.9459101490553135), ("year", -1.9459101490553135),
("<integer> <unit-of-duration>", -1.540445040947149),
("minute", -1.9459101490553135)],
n = 4},
koData =
ClassData{prior = -1.0986122886681098,
unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("<unit-of-duration> as a duration", -1.2039728043259361),
("year", -1.6094379124341003), ("minute", -1.6094379124341003)],
n = 2}}),
("February",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.4657359027997265,
likelihoods = HashMap.fromList [("", 0.0)], n = 30},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("this <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.8066624897703196,
likelihoods =
HashMap.fromList
[("week", -1.5869650565820417),
("year (grain)", -1.9924301646902063),
("week (grain)", -1.5869650565820417),
("day", -2.6855773452501515), ("quarter", -2.3978952727983707),
("year", -1.9924301646902063),
("quarter (grain)", -2.3978952727983707),
("day (grain)", -2.6855773452501515)],
n = 18},
koData =
ClassData{prior = -infinity, unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [], n = 0}}),
("minute (grain)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.639057329615259,
likelihoods = HashMap.fromList [("", 0.0)], n = 12},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("last <cycle> <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.367295829986474,
likelihoods =
HashMap.fromList
[("day (grain)October", -2.639057329615259),
("daymonth", -1.540445040947149),
("day (grain)intersect", -2.2335922215070942),
("day (grain)on <date>", -2.2335922215070942),
("weekmonth", -1.540445040947149),
("week (grain)intersect", -2.2335922215070942),
("week (grain)on <date>", -2.2335922215070942),
("week (grain)September", -2.639057329615259)],
n = 10},
koData =
ClassData{prior = -infinity, unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [], n = 0}}),
("about <time-of-day>",
Classifier{okData =
ClassData{prior = -0.11778303565638351,
unseen = -3.1780538303479458,
likelihoods =
HashMap.fromList
[("at <time-of-day>", -2.4423470353692043),
("<ordinal> (as hour)", -1.5260563034950494),
("<integer> (latent time-of-day)", -2.03688192726104),
("hour", -0.9382696385929302),
("<time-of-day> popo\322udniu/wieczorem/w nocy",
-2.4423470353692043)],
n = 8},
koData =
ClassData{prior = -2.1972245773362196,
unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("relative minutes after|past <integer> (hour-of-day)",
-1.5040773967762742),
("minute", -1.5040773967762742)],
n = 1}}),
("year",
Classifier{okData =
ClassData{prior = -0.14842000511827333,
unseen = -3.295836866004329,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 25},
koData =
ClassData{prior = -1.9810014688665833, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 4}}),
("last <day-of-week> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("daymonth", -0.8472978603872037),
("SundayMarch", -1.252762968495368),
("Sundayintersect", -1.252762968495368)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("<integer> <unit-of-duration>",
Classifier{okData =
ClassData{prior = -0.7091475219063865, unseen = -4.59511985013459,
likelihoods =
HashMap.fromList
[("week", -2.2823823856765264),
("threemonth (grain)", -3.4863551900024623),
("fifteenminute (grain)", -3.891820298110627),
("a fewhour (grain)", -3.891820298110627),
("integer (numeric)day (grain)", -2.793208009442517),
("twoweek (grain)", -3.891820298110627),
("fiveday (grain)", -3.891820298110627),
("oneweek (grain)", -3.1986731175506815),
("oneminute (grain)", -3.891820298110627),
("integer (numeric)year (grain)", -3.891820298110627),
("day", -2.505525936990736), ("year", -3.1986731175506815),
("integer (numeric)week (grain)", -3.1986731175506815),
("oneday (grain)", -3.891820298110627),
("hour", -3.1986731175506815), ("month", -3.4863551900024623),
("threeweek (grain)", -3.4863551900024623),
("integer (numeric)minute (grain)", -2.793208009442517),
("minute", -2.505525936990736),
("integer (numeric)hour (grain)", -3.4863551900024623),
("twoyear (grain)", -3.4863551900024623)],
n = 31},
koData =
ClassData{prior = -0.6773988235918061, unseen = -4.61512051684126,
likelihoods =
HashMap.fromList
[("week", -2.8134107167600364),
("threemonth (grain)", -3.912023005428146),
("threehour (grain)", -3.912023005428146),
("integer (numeric)day (grain)", -3.2188758248682006),
("twoweek (grain)", -3.912023005428146),
("twominute (grain)", -3.912023005428146),
("second", -2.995732273553991),
("threeday (grain)", -3.912023005428146),
("threeyear (grain)", -3.912023005428146),
("integer (numeric)second (grain)", -3.506557897319982),
("twomonth (grain)", -3.912023005428146),
("onehour (grain)", -3.912023005428146),
("integer (numeric)year (grain)", -3.506557897319982),
("threesecond (grain)", -3.912023005428146),
("day", -2.659260036932778), ("year", -2.995732273553991),
("threeminute (grain)", -3.912023005428146),
("integer (numeric)week (grain)", -3.2188758248682006),
("twoday (grain)", -3.912023005428146),
("hour", -2.659260036932778), ("month", -3.2188758248682006),
("threeweek (grain)", -3.912023005428146),
("integer (numeric)minute (grain)", -3.506557897319982),
("a fewday (grain)", -3.912023005428146),
("integer (numeric)month (grain)", -3.912023005428146),
("minute", -2.995732273553991),
("twosecond (grain)", -3.912023005428146),
("integer (numeric)hour (grain)", -3.2188758248682006),
("fifteenhour (grain)", -3.912023005428146),
("twoyear (grain)", -3.912023005428146)],
n = 32}}),
("19th ordinal",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("thanksgiving day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<duration> after <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("dayday", -0.6931471805599453),
("<unit-of-duration> as a durationtomorrow",
-0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("relative minutes after|past <integer> (hour-of-day)",
Classifier{okData =
ClassData{prior = -0.5108256237659907,
unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("integer (numeric)<integer> (latent time-of-day)",
-1.7047480922384253),
("fifteen<ordinal> (as hour)", -1.7047480922384253),
("hour", -1.0116009116784799),
("integer (numeric)<ordinal> (as hour)", -1.7047480922384253)],
n = 3},
koData =
ClassData{prior = -0.916290731874155, unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("integer (numeric)noon", -1.0986122886681098),
("hour", -1.0986122886681098)],
n = 2}}),
("intersect by \",\"",
Classifier{okData =
ClassData{prior = -0.2282586519809802, unseen = -4.727387818712341,
likelihoods =
HashMap.fromList
[("Wednesday<named-month> <day-of-month> (non ordinal)",
-4.02535169073515),
("Wednesday<day-of-month> (non ordinal) <named-month>",
-3.332204510175204),
("Friday<named-month> <day-of-month> (non ordinal)",
-3.619886582626985),
("Friday<day-of-month> (non ordinal) <named-month>",
-4.02535169073515),
("intersect by \",\"year", -4.02535169073515),
("dayday", -1.4996230464268938),
("intersect<named-month> <day-of-month> (non ordinal)",
-3.332204510175204),
("intersect<day-of-month> (non ordinal) <named-month>",
-3.332204510175204),
("dayyear", -3.109060958860994),
("Wednesday<day-of-month>(ordinal) <named-month>",
-4.02535169073515),
("<named-month> <day-of-month> (non ordinal)intersect",
-4.02535169073515),
("Monday<day-of-month>(ordinal) <named-month>",
-3.619886582626985),
("Saturday<day-of-month>(ordinal) <named-month>",
-4.02535169073515),
("Fridayintersect", -4.02535169073515),
("intersect by \",\"intersect", -4.02535169073515),
("Sunday<named-month> <day-of-month> (non ordinal)",
-4.02535169073515),
("Sunday<day-of-month> (non ordinal) <named-month>",
-4.02535169073515),
("dayminute", -2.9267394020670396),
("intersectyear", -4.02535169073515),
("minuteday", -2.772588722239781),
("Sunday<day-of-month>(ordinal) <named-month>",
-3.109060958860994),
("intersectintersect", -4.02535169073515),
("Fridayintersect by \",\"", -3.619886582626985),
("Monday<named-month> <day-of-month> (non ordinal)",
-3.332204510175204),
("Monday<day-of-month> (non ordinal) <named-month>",
-3.332204510175204),
("<named-month> <day-of-month> (non ordinal)year",
-3.619886582626985)],
n = 39},
koData =
ClassData{prior = -1.589235205116581, unseen = -4.007333185232471,
likelihoods =
HashMap.fromList
[("daymonth", -1.9095425048844386),
("SundayFebruary", -3.295836866004329),
("FridayJuly", -3.295836866004329),
("FridaySeptember", -3.295836866004329),
("WednesdayFebruary", -3.295836866004329),
("minutemonth", -2.6026896854443837),
("MondayFebruary", -2.6026896854443837),
("intersectSeptember", -2.6026896854443837)],
n = 10}}),
("hh:mm",
Classifier{okData =
ClassData{prior = -4.652001563489282e-2,
unseen = -3.1354942159291497,
likelihoods = HashMap.fromList [("", 0.0)], n = 21},
koData =
ClassData{prior = -3.0910424533583156,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("quarter after|past <integer> (hour-of-day)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("<integer> (latent time-of-day)", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("14th ordinal",
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}}),
("21-29th ordinal",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("second ordinal", -0.6931471805599453),
("first ordinal", -0.6931471805599453)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("<duration> before <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("dayday", -0.6931471805599453),
("<unit-of-duration> as a durationyesterday",
-0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("second (grain)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [("", 0.0)], n = 7},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("13th ordinal",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("intersect by \"of\", \"from\", \"'s\"",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("Sundaylast <cycle>", -0.6931471805599453),
("dayweek", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("<duration> ago",
Classifier{okData =
ClassData{prior = -0.40546510810816444,
unseen = -3.295836866004329,
likelihoods =
HashMap.fromList
[("week", -1.3121863889661687),
("<unit-of-duration> as a duration", -1.8718021769015913),
("day", -2.159484249353372), ("year", -2.5649493574615367),
("<integer> <unit-of-duration>", -1.1786549963416462),
("month", -2.5649493574615367)],
n = 10},
koData =
ClassData{prior = -1.0986122886681098, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("week", -2.0794415416798357),
("<unit-of-duration> as a duration", -0.9808292530117262),
("day", -1.6739764335716716), ("year", -2.0794415416798357),
("month", -2.0794415416798357)],
n = 5}}),
("last <time>",
Classifier{okData =
ClassData{prior = -1.6094379124341003,
unseen = -2.9444389791664407,
likelihoods =
HashMap.fromList
[("day", -1.2809338454620642), ("Sunday", -1.791759469228055),
("Tuesday", -1.791759469228055)],
n = 4},
koData =
ClassData{prior = -0.2231435513142097,
unseen = -3.7612001156935624,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clock", -2.639057329615259),
("intersect", -2.3513752571634776),
("year (latent)", -2.128231705849268),
("Monday", -3.044522437723423),
("<integer> (latent time-of-day)", -2.128231705849268),
("day", -1.791759469228055), ("Sunday", -2.639057329615259),
("year", -2.128231705849268), ("hour", -1.791759469228055)],
n = 16}}),
("March",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.995732273553991,
likelihoods = HashMap.fromList [("", 0.0)], n = 18},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("sixth ordinal",
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 = -infinity, unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -3.367295829986474,
likelihoods =
HashMap.fromList
[("11th ordinal", -2.2335922215070942),
("8th ordinal", -2.639057329615259),
("third ordinal", -2.2335922215070942),
("16th ordinal", -2.639057329615259),
("second ordinal", -1.7227665977411035),
("ordinal (digits)", -2.2335922215070942),
("10th ordinal", -1.7227665977411035),
("9th ordinal", -1.7227665977411035)],
n = 20}}),
("noon",
Classifier{okData =
ClassData{prior = -1.791759469228055, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -0.1823215567939546,
unseen = -2.4849066497880004,
likelihoods = HashMap.fromList [("", 0.0)], n = 10}}),
("until <time-of-day>",
Classifier{okData =
ClassData{prior = -0.8873031950009028,
unseen = -3.1354942159291497,
likelihoods =
HashMap.fromList
[("<ordinal> (as hour)", -1.9924301646902063),
("<integer> (latent time-of-day)", -1.9924301646902063),
("<time-of-day> rano", -1.9924301646902063),
("hour", -1.0116009116784799),
("<time-of-day> popo\322udniu/wieczorem/w nocy",
-2.3978952727983707)],
n = 7},
koData =
ClassData{prior = -0.5306282510621704, unseen = -3.367295829986474,
likelihoods =
HashMap.fromList
[("<ordinal> (as hour)", -2.2335922215070942),
("<integer> (latent time-of-day)", -1.7227665977411035),
("hh:mm", -2.639057329615259), ("noon", -2.2335922215070942),
("<time-of-day> rano", -2.639057329615259),
("hour", -1.0296194171811581), ("minute", -2.639057329615259)],
n = 10}}),
("<integer> and an half hours",
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}}),
("<time-of-day> rano",
Classifier{okData =
ClassData{prior = -0.10008345855698253,
unseen = -3.828641396489095,
likelihoods =
HashMap.fromList
[("at <time-of-day>", -2.0149030205422647),
("<ordinal> (as hour)", -2.70805020110221),
("<integer> (latent time-of-day)", -1.5040773967762742),
("hh:mm", -3.1135153092103742),
("until <time-of-day>", -2.70805020110221),
("hour", -0.8622235106038793), ("minute", -3.1135153092103742)],
n = 19},
koData =
ClassData{prior = -2.3513752571634776,
unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("<integer> (latent time-of-day)", -1.7047480922384253),
("until <time-of-day>", -1.7047480922384253),
("hour", -1.2992829841302609)],
n = 2}}),
("after <duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("day", -0.6931471805599453),
("<integer> <unit-of-duration>", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
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 = 0.0, unseen = -3.295836866004329,
likelihoods =
HashMap.fromList
[("Wednesday", -2.5649493574615367),
("Monday", -2.159484249353372), ("day", -0.9555114450274363),
("March", -2.5649493574615367), ("month", -2.5649493574615367),
("Tuesday", -1.3121863889661687)],
n = 10},
koData =
ClassData{prior = -infinity, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0}}),
("last <cycle>",
Classifier{okData =
ClassData{prior = -0.2876820724517809,
unseen = -3.4965075614664802,
likelihoods =
HashMap.fromList
[("week", -1.6739764335716716),
("month (grain)", -1.6739764335716716),
("year (grain)", -2.367123614131617),
("week (grain)", -1.6739764335716716),
("year", -2.367123614131617), ("month", -1.6739764335716716)],
n = 12},
koData =
ClassData{prior = -1.3862943611198906, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("week", -1.6739764335716716),
("week (grain)", -1.6739764335716716),
("day", -1.6739764335716716),
("day (grain)", -1.6739764335716716)],
n = 4}}),
("christmas",
Classifier{okData =
ClassData{prior = -0.40546510810816444,
unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -1.0986122886681098,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("next n <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.912023005428146,
likelihoods =
HashMap.fromList
[("week", -2.793208009442517),
("threemonth (grain)", -3.1986731175506815),
("threehour (grain)", -3.1986731175506815),
("integer (numeric)day (grain)", -3.1986731175506815),
("second", -2.793208009442517),
("threeday (grain)", -3.1986731175506815),
("threeyear (grain)", -3.1986731175506815),
("integer (numeric)second (grain)", -3.1986731175506815),
("integer (numeric)year (grain)", -3.1986731175506815),
("threesecond (grain)", -3.1986731175506815),
("day", -2.505525936990736), ("year", -2.793208009442517),
("threeminute (grain)", -3.1986731175506815),
("integer (numeric)week (grain)", -3.1986731175506815),
("hour", -2.793208009442517), ("month", -3.1986731175506815),
("threeweek (grain)", -3.1986731175506815),
("integer (numeric)minute (grain)", -3.1986731175506815),
("a fewday (grain)", -3.1986731175506815),
("minute", -2.793208009442517),
("integer (numeric)hour (grain)", -3.1986731175506815)],
n = 14},
koData =
ClassData{prior = -infinity, unseen = -3.0910424533583156,
likelihoods = HashMap.fromList [], n = 0}}),
("15th ordinal",
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}}),
("halloween 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}}),
("by the end of <time>",
Classifier{okData =
ClassData{prior = -infinity, unseen = -2.4849066497880004,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -3.58351893845611,
likelihoods =
HashMap.fromList
[("<ordinal> (as hour)", -2.456735772821304),
("year (latent)", -2.8622008809294686),
("<integer> (latent time-of-day)", -1.9459101490553135),
("day", -2.456735772821304), ("year", -2.8622008809294686),
("hh:mm", -2.8622008809294686),
("<day-of-month> (ordinal)", -2.456735772821304),
("noon", -2.8622008809294686),
("<time-of-day> rano", -2.8622008809294686),
("hour", -1.3581234841531944), ("minute", -2.8622008809294686)],
n = 12}}),
("in <duration>",
Classifier{okData =
ClassData{prior = -0.11778303565638351, unseen = -4.0943445622221,
likelihoods =
HashMap.fromList
[("week", -2.691243082785829),
("number.number hours", -3.3843902633457743),
("second", -2.9789251552376097),
("<unit-of-duration> as a duration", -1.9980959022258835),
("day", -2.9789251552376097),
("half an hour", -3.3843902633457743),
("<integer> <unit-of-duration>", -1.5125880864441827),
("<integer> and an half hours", -3.3843902633457743),
("hour", -2.2857779746776643), ("minute", -1.5125880864441827),
("about <duration>", -2.9789251552376097)],
n = 24},
koData =
ClassData{prior = -2.1972245773362196, unseen = -2.890371757896165,
likelihoods =
HashMap.fromList
[("week", -1.4469189829363254),
("<unit-of-duration> as a duration", -2.1400661634962708),
("<integer> <unit-of-duration>", -1.7346010553881064)],
n = 3}}),
("<datetime> - <datetime> (interval)",
Classifier{okData =
ClassData{prior = -1.041453874828161, unseen = -3.258096538021482,
likelihoods =
HashMap.fromList
[("minuteminute", -1.6094379124341003),
("hh:mmhh:mm", -1.6094379124341003),
("dayday", -2.120263536200091),
("<named-month> <day-of-month> (non ordinal)<named-month> <day-of-month> (non ordinal)",
-2.120263536200091)],
n = 6},
koData =
ClassData{prior = -0.4353180712578455, unseen = -3.58351893845611,
likelihoods =
HashMap.fromList
[("<named-month> <day-of-month> (non ordinal)July",
-2.8622008809294686),
("daymonth", -2.456735772821304),
("about <time-of-day>noon", -2.8622008809294686),
("minuteminute", -1.7635885922613588),
("<time-of-day> rano<time-of-day> rano", -2.8622008809294686),
("until <time-of-day>noon", -2.8622008809294686),
("hh:mmhh:mm", -2.8622008809294686),
("hourhour", -1.9459101490553135),
("hh:mmintersect", -1.9459101490553135),
("at <time-of-day>noon", -2.8622008809294686),
("<named-month> <day-of-month> (non ordinal)August",
-2.8622008809294686)],
n = 11}}),
("Tuesday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.0910424533583156,
likelihoods = HashMap.fromList [("", 0.0)], n = 20},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("second ordinal",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.639057329615259,
likelihoods = HashMap.fromList [("", 0.0)], n = 12},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<time-of-day> popo\322udniu/wieczorem/w nocy",
Classifier{okData =
ClassData{prior = -1.5037877364540559e-2,
unseen = -4.962844630259907,
likelihoods =
HashMap.fromList
[("exactly <time-of-day>", -4.2626798770413155),
("at <time-of-day>", -2.4709204078132605),
("<ordinal> (as hour)", -1.5218398531161146),
("<integer> (latent time-of-day)", -2.01138807843482),
("about <time-of-day>", -4.2626798770413155),
("hh:mm", -3.857214768933151),
("until <time-of-day>", -4.2626798770413155),
("hour", -0.812692331209728), ("minute", -3.3463891451671604),
("after <time-of-day>", -3.857214768933151)],
n = 66},
koData =
ClassData{prior = -4.204692619390966, unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("at <time-of-day>", -1.791759469228055),
("hour", -1.791759469228055)],
n = 1}}),
("fifteen",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<time-of-day> - <time-of-day> (interval)",
Classifier{okData =
ClassData{prior = -1.4469189829363254, unseen = -3.044522437723423,
likelihoods =
HashMap.fromList
[("minuteminute", -1.3862943611198906),
("hh:mmhh:mm", -1.3862943611198906)],
n = 4},
koData =
ClassData{prior = -0.2682639865946794,
unseen = -3.6635616461296463,
likelihoods =
HashMap.fromList
[("about <time-of-day>noon", -2.9444389791664407),
("relative minutes to|till|before <integer> (hour-of-day)<integer> (latent time-of-day)",
-2.9444389791664407),
("minuteminute", -2.9444389791664407),
("<time-of-day> rano<time-of-day> rano", -2.9444389791664407),
("until <time-of-day>noon", -2.9444389791664407),
("hh:mmhh:mm", -2.9444389791664407),
("hourhour", -1.6916760106710724),
("minutehour", -1.6916760106710724),
("at <time-of-day>noon", -2.9444389791664407),
("<time-of-day> rano<integer> (latent time-of-day)",
-2.9444389791664407),
("until <time-of-day><integer> (latent time-of-day)",
-2.9444389791664407),
("hh:mm<integer> (latent time-of-day)", -1.845826690498331)],
n = 13}}),
("<hour-of-day> - <hour-of-day> (interval)",
Classifier{okData =
ClassData{prior = -1.5040773967762742,
unseen = -2.9444389791664407,
likelihoods =
HashMap.fromList
[("minuteminute", -1.2809338454620642),
("hh:mmhh:mm", -1.2809338454620642)],
n = 4},
koData =
ClassData{prior = -0.25131442828090605,
unseen = -3.6635616461296463,
likelihoods =
HashMap.fromList
[("about <time-of-day>noon", -2.9444389791664407),
("minuteminute", -2.9444389791664407),
("<time-of-day> rano<time-of-day> rano", -2.9444389791664407),
("until <time-of-day>noon", -2.9444389791664407),
("hh:mmhh:mm", -2.9444389791664407),
("hourhour", -0.9985288301111273),
("after <time-of-day>noon", -2.538973871058276),
("at <time-of-day>noon", -2.9444389791664407),
("<ordinal> (as hour)noon", -1.845826690498331),
("<integer> (latent time-of-day)noon", -2.538973871058276)],
n = 14}}),
("last n <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.9889840465642745,
likelihoods =
HashMap.fromList
[("week", -2.583997552432231),
("integer (numeric)day (grain)", -2.871679624884012),
("twoweek (grain)", -3.2771447329921766),
("twominute (grain)", -3.2771447329921766),
("second", -2.871679624884012),
("integer (numeric)second (grain)", -3.2771447329921766),
("twomonth (grain)", -3.2771447329921766),
("onehour (grain)", -3.2771447329921766),
("integer (numeric)year (grain)", -3.2771447329921766),
("day", -2.583997552432231), ("year", -2.871679624884012),
("integer (numeric)week (grain)", -2.871679624884012),
("twoday (grain)", -3.2771447329921766),
("hour", -2.871679624884012), ("month", -2.871679624884012),
("integer (numeric)minute (grain)", -3.2771447329921766),
("integer (numeric)month (grain)", -3.2771447329921766),
("minute", -2.871679624884012),
("twosecond (grain)", -3.2771447329921766),
("integer (numeric)hour (grain)", -3.2771447329921766),
("twoyear (grain)", -3.2771447329921766)],
n = 16},
koData =
ClassData{prior = -infinity, unseen = -3.0910424533583156,
likelihoods = HashMap.fromList [], n = 0}}),
("<named-month> <day-of-month> (non ordinal)",
Classifier{okData =
ClassData{prior = -0.3364722366212129, unseen = -3.871201010907891,
likelihoods =
HashMap.fromList
[("Augustinteger (numeric)", -1.9042374526547454),
("Marchinteger (numeric)", -2.463853240590168),
("Aprilinteger (numeric)", -3.1570004211501135),
("month", -0.8056251639866356),
("Februaryinteger (numeric)", -1.9042374526547454),
("Septemberinteger (numeric)", -3.1570004211501135),
("Julyinteger (numeric)", -2.463853240590168)],
n = 20},
koData =
ClassData{prior = -1.252762968495368, unseen = -3.1780538303479458,
likelihoods =
HashMap.fromList
[("Marchinteger (numeric)", -2.4423470353692043),
("Aprilinteger (numeric)", -1.3437347467010947),
("month", -0.9382696385929302),
("Julyinteger (numeric)", -2.03688192726104)],
n = 8}}),
("<day-of-month> (non ordinal) <named-month>",
Classifier{okData =
ClassData{prior = -0.1431008436406733,
unseen = -3.5263605246161616,
likelihoods =
HashMap.fromList
[("integer (numeric)September", -2.803360380906535),
("integer (numeric)April", -2.803360380906535),
("integer (numeric)August", -2.803360380906535),
("integer (numeric)February", -1.1939224684724346),
("month", -0.8574502318512216),
("integer (numeric)March", -2.803360380906535)],
n = 13},
koData =
ClassData{prior = -2.0149030205422647,
unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("integer (numeric)August", -1.7047480922384253),
("month", -1.2992829841302609),
("integer (numeric)July", -1.7047480922384253)],
n = 2}}),
("this|next <day-of-week>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.1354942159291497,
likelihoods =
HashMap.fromList
[("Wednesday", -2.3978952727983707),
("Monday", -1.9924301646902063), ("day", -0.7884573603642702),
("Tuesday", -1.1451323043030026)],
n = 9},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("three",
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}}),
("ordinal (digits)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.4011973816621555,
likelihoods = HashMap.fromList [("", 0.0)], n = 28},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("quarter (grain)",
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}}),
("last <cycle> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("day (grain)October", -1.9459101490553135),
("daymonth", -1.540445040947149),
("day (grain)intersect", -1.9459101490553135),
("weekmonth", -1.540445040947149),
("week (grain)intersect", -1.9459101490553135),
("week (grain)September", -1.9459101490553135)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0}}),
("<day-of-month>(ordinal) <named-month> year",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.995732273553991,
likelihoods =
HashMap.fromList
[("14th ordinalApril", -1.845826690498331),
("third ordinalMarch", -2.2512917986064953),
("ordinal (digits)April", -1.55814461804655),
("month", -0.8649974374866046),
("ordinal (digits)March", -2.2512917986064953)],
n = 7},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("morning",
Classifier{okData =
ClassData{prior = -0.7731898882334817,
unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -0.6190392084062235,
unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [("", 0.0)], n = 7}}),
("relative minutes to|till|before <integer> (hour-of-day)",
Classifier{okData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("integer (numeric)<integer> (latent time-of-day)",
-0.6931471805599453),
("hour", -0.6931471805599453)],
n = 2}}),
("week-end",
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}}),
("10th ordinal",
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 = -1.2367626271489267,
unseen = -3.4011973816621555,
likelihoods =
HashMap.fromList
[("<time> <part-of-day>", -2.268683541318364),
("<ordinal> (as hour)", -2.268683541318364),
("afternoon", -1.9810014688665833),
("hour", -1.0647107369924282),
("<time-of-day> popo\322udniu/wieczorem/w nocy",
-2.268683541318364)],
n = 9},
koData =
ClassData{prior = -0.3429447511268303, unseen = -4.02535169073515,
likelihoods =
HashMap.fromList
[("<time> <part-of-day>", -2.908720896564361),
("intersect", -3.3141860046725258),
("tomorrow", -2.3978952727983707), ("day", -2.0614230361771577),
("afternoon", -2.3978952727983707),
("<day-of-month> (ordinal)", -2.908720896564361),
("noon", -1.927891643552635), ("hour", -1.1741198411762548),
("<hour-of-day> - <hour-of-day> (interval)",
-2.908720896564361)],
n = 22}}),
("day (grain)",
Classifier{okData =
ClassData{prior = -0.12783337150988489,
unseen = -3.1780538303479458,
likelihoods = HashMap.fromList [("", 0.0)], n = 22},
koData =
ClassData{prior = -2.120263536200091, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("9th ordinal",
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}}),
("first ordinal",
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}}),
("<month> dd-dd (interval)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("July", -0.6931471805599453), ("month", -0.6931471805599453)],
n = 2},
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}}),
("day-after-tomorrow (single-word)",
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}}),
("<hour-of-day> <integer> (as relative minutes)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("at <time-of-day>fifteen", -1.252762968495368),
("at <time-of-day>twenty", -1.252762968495368),
("hour", -0.8472978603872037)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("23rd ordinal no space",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("this <time>",
Classifier{okData =
ClassData{prior = -0.6286086594223742, unseen = -3.912023005428146,
likelihoods =
HashMap.fromList
[("Thursday", -3.1986731175506815),
("on <date>", -3.1986731175506815),
("Wednesday", -3.1986731175506815),
("season", -2.2823823856765264),
("Saturday", -3.1986731175506815),
("evening|night", -3.1986731175506815),
("Monday", -3.1986731175506815),
("Friday", -3.1986731175506815), ("day", -1.4069136483226263),
("Sunday", -3.1986731175506815), ("hour", -2.1000608288825715),
("Tuesday", -3.1986731175506815),
("week-end", -2.505525936990736)],
n = 16},
koData =
ClassData{prior = -0.7621400520468967, unseen = -3.828641396489095,
likelihoods =
HashMap.fromList
[("on <date>", -3.1135153092103742),
("evening|night", -3.1135153092103742),
("April", -2.70805020110221), ("day", -2.70805020110221),
("February", -1.6094379124341003), ("hour", -2.70805020110221),
("month", -1.4087672169719492),
("<named-month> <day-of-month> (non ordinal)",
-2.70805020110221)],
n = 14}}),
("<named-month> <day-of-month> (ordinal)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("February15th ordinal", -1.791759469228055),
("Marchfirst ordinal", -1.791759469228055),
("month", -0.8754687373538999),
("Marchordinal (digits)", -1.3862943611198906)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("within <duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("week", -0.6931471805599453),
("<integer> <unit-of-duration>", -0.6931471805599453)],
n = 2},
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}})]