{-# LANGUAGE OverloadedStrings #-}
module Duckling.Ranking.Classifiers.DE_XX (classifiers) where
import Data.String
import Prelude
import qualified Data.HashMap.Strict as HashMap
import Duckling.Ranking.Types
classifiers :: Classifiers
classifiers
= HashMap.fromList
[("<time> timezone",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clock", -1.6094379124341003),
("hh:mm", -1.2039728043259361), ("hour", -1.6094379124341003),
("minute", -1.2039728043259361)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.9246589815446716, unseen = -4.795790545596741,
likelihoods = HashMap.fromList [("", 0.0)], n = 119},
koData =
ClassData{prior = -0.5052854433903752, unseen = -5.209486152841421,
likelihoods = HashMap.fromList [("", 0.0)], n = 181}}),
("exactly <time-of-day>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("at <time-of-day>", -1.0986122886681098),
("<time-of-day> o'clock", -1.5040773967762742),
("hour", -0.8109302162163288)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
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}}),
("<hour-of-day> <half> (as relative minutes)",
Classifier{okData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 1}}),
("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}}),
("integer (20..90)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Marz",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3025850929940455,
likelihoods = HashMap.fromList [("", 0.0)], n = 8},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<time> <part-of-day>",
Classifier{okData =
ClassData{prior = -0.11778303565638351,
unseen = -5.723585101952381,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clockmorning", -4.621699487939302),
("until <time-of-day>afternoon", -5.0271645960474665),
("dayhour", -3.322416503809041),
("todayevening", -4.621699487939302),
("half <integer> (german style hour-of-day)afternoon",
-5.0271645960474665),
("<time-of-day> o'clockafter lunch", -4.334017415487521),
("intersect by ','evening", -3.5230871992711923),
("<time-of-day> o'clockon <date>", -3.9285523073793565),
("intersectevening", -1.9591116609138493),
("time-of-day (latent)on <date>", -4.334017415487521),
("about <time-of-day>on <date>", -4.621699487939302),
("<hour-of-day> <integer> (as relative minutes)in|during the <part-of-day>",
-4.621699487939302),
("hourhour", -1.1985231995583712),
("<time-of-day> o'clockin|during the <part-of-day>",
-3.9285523073793565),
("Donnerstagmorning", -5.0271645960474665),
("<time-of-day> o'clockafternoon", -4.334017415487521),
("half <integer> (german style hour-of-day)after lunch",
-5.0271645960474665),
("until <time-of-day>morning", -4.621699487939302),
("minutehour", -2.3881072664322076),
("at <time-of-day>in|during the <part-of-day>",
-4.110873864173311),
("<hour-of-day> <integer> (as relative minutes)after lunch",
-5.0271645960474665),
("<time-of-day> am|pmmorning", -4.621699487939302),
("tomorrowevening", -5.0271645960474665),
("time-of-day (latent)morning", -5.0271645960474665),
("hh:mmmorning", -5.0271645960474665),
("half <integer> (german style hour-of-day)in|during the <part-of-day>",
-4.621699487939302),
("until <time-of-day>on <date>", -5.0271645960474665),
("<day-of-month>(ordinal) <named-month>morning",
-5.0271645960474665),
("<time-of-day> o'clockevening", -5.0271645960474665),
("hh:mmon <date>", -4.110873864173311),
("<hour-of-day> <integer> (as relative minutes)afternoon",
-5.0271645960474665),
("tomorrowlunch", -4.621699487939302),
("until <time-of-day>after lunch", -5.0271645960474665),
("Montagmorning", -5.0271645960474665),
("at <time-of-day>on <date>", -4.110873864173311),
("yesterdayevening", -5.0271645960474665),
("intersectmorning", -5.0271645960474665),
("hh:mmin|during the <part-of-day>", -4.110873864173311),
("time-of-day (latent)in|during the <part-of-day>",
-4.334017415487521),
("<hour-of-day> <integer> (as relative minutes)on <date>",
-4.621699487939302),
("about <time-of-day>in|during the <part-of-day>",
-4.621699487939302),
("half <integer> (german style hour-of-day)on <date>",
-4.621699487939302),
("at <time-of-day>morning", -5.0271645960474665),
("until <time-of-day>in|during the <part-of-day>",
-5.0271645960474665)],
n = 128},
koData =
ClassData{prior = -2.1972245773362196, unseen = -4.406719247264253,
likelihoods =
HashMap.fromList
[("yearhour", -3.295836866004329),
("year (latent)on <date>", -3.7013019741124937),
("<time-of-day> o'clockafter lunch", -3.7013019741124937),
("intersectevening", -3.0081547935525483),
("monthhour", -3.7013019741124937),
("time-of-day (latent)on <date>", -2.7850112422383386),
("hourhour", -1.7553918250571803),
("Februarmorning", -3.7013019741124937),
("<time-of-day> o'clockafternoon", -3.7013019741124937),
("year (latent)in|during the <part-of-day>",
-3.7013019741124937),
("time-of-day (latent)in|during the <part-of-day>",
-2.7850112422383386)],
n = 16}}),
("today",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("mm/dd",
Classifier{okData =
ClassData{prior = -0.40546510810816444,
unseen = -3.258096538021482,
likelihoods = HashMap.fromList [("", 0.0)], n = 24},
koData =
ClassData{prior = -1.0986122886681098, unseen = -2.639057329615259,
likelihoods = HashMap.fromList [("", 0.0)], n = 12}}),
("at <time-of-day>",
Classifier{okData =
ClassData{prior = -0.2113090936672069, unseen = -4.382026634673881,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clock", -2.0668627594729756),
("half <integer> (german style hour-of-day)",
-3.676300671907076),
("about <time-of-day>", -2.760009940032921),
("time-of-day (latent)", -1.7303905228517629),
("relative minutes after|past <integer> (hour-of-day)",
-3.676300671907076),
("hh:mm", -2.760009940032921),
("quarter after|past <integer> (hour-of-day)",
-3.676300671907076),
("hour", -1.0736109864626924), ("minute", -2.172223275130802),
("<hour-of-day> <integer> (as relative minutes)",
-3.676300671907076)],
n = 34},
koData =
ClassData{prior = -1.6582280766035324, unseen = -3.332204510175204,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -1.5040773967762742),
("<time-of-day> am|pm", -1.9095425048844386),
("hour", -1.349926716949016), ("minute", -2.1972245773362196)],
n = 8}}),
("absorption of , after named day",
Classifier{okData =
ClassData{prior = -7.410797215372185e-2,
unseen = -3.5263605246161616,
likelihoods =
HashMap.fromList
[("on <date>", -2.3978952727983707),
("Freitag", -1.7047480922384253),
("Sonntag", -2.803360380906535),
("Montag", -2.1102132003465894), ("day", -0.8574502318512216),
("Mittwoch", -2.803360380906535),
("Samstag", -2.803360380906535)],
n = 13},
koData =
ClassData{prior = -2.639057329615259, unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("Freitag", -1.5040773967762742), ("day", -1.5040773967762742)],
n = 1}}),
("September",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("on <date>",
Classifier{okData =
ClassData{prior = -0.24256163717131135,
unseen = -4.804021044733257,
likelihoods =
HashMap.fromList
[("absorption of , after named day", -3.6971782569286313),
("Freitag", -4.102643365036796),
("intersect", -1.8513515664303006),
("after lunch", -2.849880396541428),
("day", -1.537694007575259), ("afternoon", -2.849880396541428),
("intersect by ','", -2.849880396541428),
("intersect by 'of', 'from', 's", -3.4094961844768505),
("Donnerstag", -3.4094961844768505),
("<day-of-month> (ordinal)", -4.102643365036796),
("hour", -1.9054187877005764), ("evening", -4.102643365036796),
("<datetime> - <datetime> (interval)", -4.102643365036796),
("minute", -2.4932054526026954),
("Samstag", -3.6971782569286313),
("morning", -4.102643365036796)],
n = 51},
koData =
ClassData{prior = -1.5353299402803784, unseen = -3.871201010907891,
likelihoods =
HashMap.fromList
[("intersect", -1.7707060600302227),
("after lunch", -3.1570004211501135),
("<day-of-month>(ordinal) <named-month>", -3.1570004211501135),
("tomorrow", -3.1570004211501135), ("day", -2.2407096892759584),
("hh:mm", -2.751535313041949),
("intersect by 'of', 'from', 's", -3.1570004211501135),
("<day-of-month> (ordinal)", -3.1570004211501135),
("hour", -3.1570004211501135), ("minute", -1.547562508716013)],
n = 14}}),
("integer (0..19)",
Classifier{okData =
ClassData{prior = -0.10536051565782628,
unseen = -3.6375861597263857,
likelihoods = HashMap.fromList [("", 0.0)], n = 36},
koData =
ClassData{prior = -2.3025850929940455, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),
("between <time-of-day> and <time-of-day> (interval)",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("minuteminute", -1.0986122886681098),
("hh:mmhh:mm", -1.0986122886681098)],
n = 1},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -1.0986122886681098),
("minutehour", -1.0986122886681098)],
n = 1}}),
("between <datetime> and <datetime> (interval)",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("minuteminute", -1.0986122886681098),
("hh:mmhh:mm", -1.0986122886681098)],
n = 1},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -1.0986122886681098),
("minutehour", -1.0986122886681098)],
n = 1}}),
("month (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> o'clock",
Classifier{okData =
ClassData{prior = -4.580953603129422e-2,
unseen = -4.9344739331306915,
likelihoods =
HashMap.fromList
[("exactly <time-of-day>", -4.23410650459726),
("at <time-of-day>", -2.624668592163159),
("half <integer> (german style hour-of-day)",
-4.23410650459726),
("about <time-of-day>", -2.847812143477369),
("time-of-day (latent)", -1.3437347467010947),
("quarter after|past <integer> (hour-of-day)",
-4.23410650459726),
("until <time-of-day>", -3.1354942159291497),
("hour", -0.7841189587656721), ("minute", -3.828641396489095),
("after <time-of-day>", -3.1354942159291497)],
n = 64},
koData =
ClassData{prior = -3.1060803307228566, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -1.6739764335716716),
("hour", -1.3862943611198906),
("after <time-of-day>", -2.0794415416798357)],
n = 3}}),
("Freitag",
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}}),
("Juli",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3978952727983707,
likelihoods = HashMap.fromList [("", 0.0)], n = 9},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("hour (grain)",
Classifier{okData =
ClassData{prior = -0.15415067982725836,
unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -1.9459101490553135,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("<ordinal> quarter",
Classifier{okData =
ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("ordinals (first..19th)quarter (grain)", -0.916290731874155),
("quarter", -0.916290731874155)],
n = 1},
koData =
ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("ordinal (digits)quarter (grain)", -0.916290731874155),
("quarter", -0.916290731874155)],
n = 1}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.2639842810219578, unseen = -6.92951677076365,
likelihoods =
HashMap.fromList
[("Samstag<time-of-day> o'clock", -6.23539063760472),
("hourday", -4.982627669109352),
("<datetime> - <datetime> (interval)year", -4.982627669109352),
("dayhour", -2.571828991475074),
("daymonth", -3.167337702471103),
("<day-of-month>(ordinal) <named-month> year<time-of-day> o'clock",
-6.23539063760472),
("monthyear", -4.5306425453662955),
("yearhour", -6.23539063760472),
("Juliintersect", -6.23539063760472),
("intersect<time-of-day> o'clock", -4.095324474108449),
("christmasyear", -6.23539063760472),
("after lunchat <time-of-day>", -6.23539063760472),
("absorption of , after named daymm/dd/yyyy",
-6.23539063760472),
("intersectJuli", -5.5422434570447745),
("<day-of-month> (ordinal)Dienstag", -6.23539063760472),
("intersect by 'of', 'from', 'syear", -5.829925529496556),
("<time-of-day> am|pmintersect", -5.136778348936611),
("<day-of-month> (ordinal)September", -5.829925529496556),
("intersect<time> <part-of-day>", -4.155949095924885),
("<time-of-day> o'clockafter lunch", -5.5422434570447745),
("<day-of-month> (ordinal)Mittwoch", -6.23539063760472),
("Montagthis <cycle>", -6.23539063760472),
("<time> <part-of-day><time-of-day> o'clock",
-6.23539063760472),
("Oktoberyear", -5.136778348936611),
("today<time-of-day> o'clock", -6.23539063760472),
("<time-of-day> o'clockon <date>", -5.829925529496556),
("<time-of-day> am|pmintersect by ','", -5.5422434570447745),
("intersect by ','year", -5.136778348936611),
("on <date><time-of-day> o'clock", -6.23539063760472),
("exactly <time-of-day>tomorrow", -5.829925529496556),
("mm/dd<time-of-day> o'clock", -6.23539063760472),
("monthhour", -5.829925529496556),
("on <date>between <datetime> and <datetime> (interval)",
-6.23539063760472),
("last <day-of-week> of <time>year", -6.23539063760472),
("hourmonth", -5.829925529496556),
("todayat <time-of-day>", -5.5422434570447745),
("mm/ddabout <time-of-day>", -5.829925529496556),
("Donnerstagfrom <datetime> - <datetime> (interval)",
-5.829925529496556),
("on <date>between <time-of-day> and <time-of-day> (interval)",
-6.23539063760472),
("on <date>at <time-of-day>", -5.829925529496556),
("dayday", -3.0573368072567746),
("<time> <part-of-day>at <time-of-day>", -5.829925529496556),
("<time-of-day> am|pmabsorption of , after named day",
-6.23539063760472),
("about <time-of-day>on <date>", -6.23539063760472),
("<hour-of-day> <integer> (as relative minutes)in|during the <part-of-day>",
-5.829925529496556),
("<day-of-month> (ordinal)intersect", -5.136778348936611),
("hourhour", -3.7096619932964647),
("hh:mmintersect by ','", -4.982627669109352),
("Donnerstagfrom <time-of-day> - <time-of-day> (interval)",
-5.5422434570447745),
("Dienstagthis <cycle>", -6.23539063760472),
("<part-of-day> of <time>Februar", -5.829925529496556),
("dayyear", -3.317619905520441),
("Mittwochthis <cycle>", -6.23539063760472),
("<time-of-day> o'clockin|during the <part-of-day>",
-5.136778348936611),
("tomorrow<time-of-day> o'clock", -6.23539063760472),
("<time-of-day> o'clocktomorrow", -5.5422434570447745),
("<day-of-month>(ordinal) <named-month>year",
-5.829925529496556),
("half <integer> (german style hour-of-day)after lunch",
-6.23539063760472),
("absorption of , after named day<day-of-month>(ordinal) <named-month>",
-4.982627669109352),
("hourminute", -5.5422434570447745),
("the <day-of-month> (ordinal)Juli", -6.23539063760472),
("on <date><day-of-month>(ordinal) <named-month>",
-5.829925529496556),
("minutemonth", -3.5612419881781916),
("minutehour", -3.984098838998225),
("at <time-of-day>in|during the <part-of-day>",
-5.319099905730565),
("absorption of , after named day<day-of-month>(ordinal) <named-month> year",
-5.829925529496556),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-5.136778348936611),
("<day-of-month>(ordinal) <named-month> year<time> <part-of-day>",
-6.23539063760472),
("<hour-of-day> <integer> (as relative minutes)after lunch",
-6.23539063760472),
("Donnerstag<time> timezone", -5.829925529496556),
("Samstagat <time-of-day>", -5.829925529496556),
("<time-of-day> am|pmSamstag", -6.23539063760472),
("intersect<day-of-month>(ordinal) <named-month>",
-4.84909627648483),
("this <part-of-day><time-of-day> o'clock", -6.23539063760472),
("<day-of-month>(ordinal) <named-month>intersect",
-6.23539063760472),
("hh:mmintersect", -3.793043602235516),
("Donnerstaghh:mm", -6.23539063760472),
("<day-of-month> (ordinal)Juli", -5.5422434570447745),
("intersect by ','intersect", -4.982627669109352),
("intersect by 'of', 'from', 'sJuli", -6.23539063760472),
("<day-of-month> (ordinal)Oktober", -6.23539063760472),
("half <integer> (german style hour-of-day)in|during the <part-of-day>",
-5.829925529496556),
("from <datetime> - <datetime> (interval)year",
-5.5422434570447745),
("at <time-of-day>intersect", -4.443631168376665),
("on <date>from <time-of-day> - <time-of-day> (interval)",
-5.829925529496556),
("<time> <part-of-day>from <time-of-day> - <time-of-day> (interval)",
-6.23539063760472),
("absorption of , after named day<day-of-month> (ordinal)",
-4.982627669109352),
("Donnerstagbetween <time-of-day> and <time-of-day> (interval)",
-6.23539063760472),
("dayminute", -3.984098838998225),
("on <date>from <datetime> - <datetime> (interval)",
-6.23539063760472),
("Mittwochnext <cycle>", -6.23539063760472),
("Donnerstagbetween <datetime> and <datetime> (interval)",
-6.23539063760472),
("<time> <part-of-day>from <datetime> - <datetime> (interval)",
-6.23539063760472),
("intersectyear", -4.443631168376665),
("on <date>intersect", -5.829925529496556),
("on <date><day-of-month> (ordinal)", -5.829925529496556),
("intersectSeptember", -3.4945506136795195),
("<ordinal> <cycle> of <time>year", -6.23539063760472),
("minuteday", -2.2557089837027595),
("absorption of , after named dayintersect",
-3.8374953648063497),
("intersect by ','September", -4.731313240828446),
("year<time-of-day> o'clock", -6.23539063760472),
("Juliyear", -5.829925529496556),
("at <time-of-day>intersect by ','", -5.5422434570447745),
("hh:mmabsorption of , after named day", -5.829925529496556),
("intersect by ','<time> <part-of-day>", -5.319099905730565),
("hh:mmon <date>", -3.793043602235516),
("at <time-of-day>absorption of , after named day",
-6.23539063760472),
("until <time-of-day>after lunch", -6.23539063760472),
("mm/ddyear", -5.829925529496556),
("intersect by ','<time-of-day> o'clock", -5.319099905730565),
("intersect<day-of-month> (ordinal)", -4.84909627648483),
("absorption of , after named daymm/dd", -6.23539063760472),
("on <date>September", -5.319099905730565),
("Septemberyear", -5.829925529496556),
("<day-of-month> (ordinal)intersect by 'of', 'from', 's",
-5.5422434570447745),
("at <time-of-day>on <date>", -4.363588460703129),
("intersectintersect", -4.095324474108449),
("<day-of-month> (ordinal)Februar", -5.136778348936611),
("dayweek", -5.136778348936611),
("intersect by ','Juli", -5.5422434570447745),
("absorption of , after named daythe <day-of-month> (ordinal)",
-6.23539063760472),
("weekyear", -5.829925529496556),
("hh:mmin|during the <part-of-day>", -5.319099905730565),
("Marzyear", -6.23539063760472),
("tomorrowat <time-of-day>", -5.829925529496556),
("<hour-of-day> <integer> (as relative minutes)on <date>",
-6.23539063760472),
("Donnerstag<time-of-day> - <time-of-day> (interval)",
-6.23539063760472),
("Donnerstag<datetime> - <datetime> (interval)",
-6.23539063760472),
("Sonntaglast <cycle>", -6.23539063760472),
("at <time-of-day>tomorrow", -6.23539063760472),
("about <time-of-day>in|during the <part-of-day>",
-5.829925529496556),
("half <integer> (german style hour-of-day)on <date>",
-6.23539063760472),
("this <part-of-day>at <time-of-day>", -5.829925529496556),
("<datetime> - <datetime> (interval)Juli", -5.829925529496556),
("after lunch<hour-of-day> <integer> (as relative minutes)",
-5.829925529496556),
("<day-of-month> (ordinal)Marz", -6.23539063760472),
("last <cycle> of <time>year", -5.829925529496556),
("<named-month> <day-of-month> (non ordinal)year",
-6.23539063760472),
("<day-of-month> (non ordinal) <named-month>year",
-6.23539063760472)],
n = 427},
koData =
ClassData{prior = -1.4609558898889103, unseen = -6.05443934626937,
likelihoods =
HashMap.fromList
[("Juli<day-of-month> (non ordinal) <named-month>",
-5.358941988364472),
("absorption of , after named daythe <day-of-month> (non ordinal)",
-5.358941988364472),
("<datetime> - <datetime> (interval)year", -5.358941988364472),
("dayhour", -4.665794807804526),
("<named-month> <day-of-month> (non ordinal)Juli",
-5.358941988364472),
("daymonth", -3.48713981146288),
("monthday", -4.953476880256307),
("monthyear", -5.358941988364472),
("yearhour", -5.358941988364472),
("after lunchat <time-of-day>", -4.953476880256307),
("mm/dduntil <time-of-day>", -4.953476880256307),
("until <time-of-day>year", -4.953476880256307),
("<day-of-month> (ordinal)Dienstag", -4.953476880256307),
("absorption of , after named dayFebruar", -4.260329699696362),
("on <date>Februar", -5.358941988364472),
("intersect by 'of', 'from', 'syear", -4.665794807804526),
("<time-of-day> am|pmintersect", -3.654193896126046),
("intersect<time> <part-of-day>", -5.358941988364472),
("<time-of-day> o'clockafter lunch", -5.358941988364472),
("<day-of-month> (ordinal)Mittwoch", -5.358941988364472),
("after lunch<time-of-day> o'clock", -5.358941988364472),
("absorption of , after named dayhh:mm", -5.358941988364472),
("<time-of-day> am|pmintersect by ','", -4.106179019869104),
("<time-of-day> o'clock<time> <part-of-day>",
-4.442651256490317),
("<time-of-day> am|pmFreitag", -4.953476880256307),
("mm/ddhh:mm", -4.442651256490317),
("monthhour", -5.358941988364472),
("on <date>between <datetime> and <datetime> (interval)",
-5.358941988364472),
("todayat <time-of-day>", -5.358941988364472),
("Donnerstagfrom <datetime> - <datetime> (interval)",
-4.953476880256307),
("on <date>between <time-of-day> and <time-of-day> (interval)",
-5.358941988364472),
("dayday", -3.972647627244581),
("<time-of-day> am|pmabsorption of , after named day",
-4.953476880256307),
("hourhour", -3.8548645915881976),
("Donnerstagfrom <time-of-day> - <time-of-day> (interval)",
-4.665794807804526),
("Donnerstagafter <time-of-day>", -5.358941988364472),
("dayyear", -3.2795004466846356),
("minutemonth", -3.48713981146288),
("Aprilyear", -5.358941988364472),
("Dienstagafter <time-of-day>", -5.358941988364472),
("intersect<day-of-month>(ordinal) <named-month>",
-4.665794807804526),
("Donnerstaghh:mm", -4.953476880256307),
("<day-of-month> (ordinal)Juli", -4.953476880256307),
("<day-of-month> (ordinal)hh:mm", -4.442651256490317),
("<named-month> <day-of-month> (non ordinal)August",
-5.358941988364472),
("August<day-of-month> (non ordinal) <named-month>",
-5.358941988364472),
("at <time-of-day>intersect", -4.260329699696362),
("on <date>from <time-of-day> - <time-of-day> (interval)",
-4.953476880256307),
("Donnerstagbetween <time-of-day> and <time-of-day> (interval)",
-5.358941988364472),
("dayminute", -2.6847933389379426),
("on <date>from <datetime> - <datetime> (interval)",
-5.358941988364472),
("Donnerstagbetween <datetime> and <datetime> (interval)",
-5.358941988364472),
("until <time-of-day>Juli", -5.358941988364472),
("intersectSeptember", -3.7495040759303713),
("minuteday", -2.3632097148104805),
("intersect by ','September", -4.665794807804526),
("at <time-of-day>intersect by ','", -4.665794807804526),
("at <time-of-day>Freitag", -5.358941988364472),
("at <time-of-day>absorption of , after named day",
-5.358941988364472),
("year<time> <part-of-day>", -5.358941988364472),
("mm/ddyear", -3.8548645915881976),
("intersect<day-of-month> (ordinal)", -4.665794807804526),
("<day-of-month> (ordinal)intersect by 'of', 'from', 's",
-4.953476880256307),
("intersectintersect", -4.665794807804526),
("Donnerstag<part-of-day> of <time>", -5.358941988364472),
("<day-of-month> (ordinal)April", -5.358941988364472),
("Donnerstag<time-of-day> - <time-of-day> (interval)",
-5.358941988364472),
("after <time-of-day>year", -5.358941988364472),
("on <date>after <time-of-day>", -5.358941988364472),
("tomorrownoon", -5.358941988364472)],
n = 129}}),
("<ordinal> <cycle> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("daymonth", -1.7047480922384253),
("ordinals (first..19th)week (grain)Oktober",
-1.7047480922384253),
("ordinals (first..19th)day (grain)Oktober",
-1.7047480922384253),
("ordinals (first..19th)week (grain)intersect",
-1.7047480922384253),
("weekmonth", -1.2992829841302609)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("year (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}}),
("from <datetime> - <datetime> (interval)",
Classifier{okData =
ClassData{prior = -1.2039728043259361, unseen = -3.295836866004329,
likelihoods =
HashMap.fromList
[("minuteminute", -2.159484249353372),
("time-of-day (latent)time-of-day (latent)",
-2.5649493574615367),
("hh:mmhh:mm", -2.159484249353372),
("dayday", -1.8718021769015913),
("hourhour", -2.5649493574615367),
("mm/ddmm/dd", -1.8718021769015913)],
n = 6},
koData =
ClassData{prior = -0.35667494393873245,
unseen = -3.7612001156935624,
likelihoods =
HashMap.fromList
[("dayhour", -2.3513752571634776),
("mm/ddmm/dd/yyyy", -2.3513752571634776),
("hh:mmtime-of-day (latent)", -2.639057329615259),
("mm/ddhh:mm", -2.3513752571634776),
("dayday", -1.791759469228055),
("minutehour", -2.639057329615259),
("mm/ddintersect", -2.3513752571634776),
("dayminute", -2.3513752571634776),
("mm/ddtime-of-day (latent)", -2.3513752571634776)],
n = 14}}),
("after tomorrow",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("next <cycle>",
Classifier{okData =
ClassData{prior = -0.15415067982725836,
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 = -1.9459101490553135,
unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("week", -1.6094379124341003),
("week (grain)", -1.6094379124341003)],
n = 1}}),
("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 = -0.5596157879354228, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("minuteminute", -1.252762968495368),
("time-of-day (latent)time-of-day (latent)",
-1.9459101490553135),
("hh:mmhh:mm", -1.252762968495368),
("hourhour", -1.9459101490553135)],
n = 4},
koData =
ClassData{prior = -0.8472978603872037,
unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -1.0986122886681098),
("minutehour", -1.0986122886681098)],
n = 3}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 1}}),
("mm/dd/yyyy",
Classifier{okData =
ClassData{prior = -1.252762968495368, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -0.3364722366212129,
unseen = -2.4849066497880004,
likelihoods = HashMap.fromList [("", 0.0)], n = 10}}),
("couple",
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}}),
("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 = -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}}),
("after lunch",
Classifier{okData =
ClassData{prior = -8.701137698962981e-2,
unseen = -2.5649493574615367,
likelihoods = HashMap.fromList [("", 0.0)], n = 11},
koData =
ClassData{prior = -2.4849066497880004,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("quarter to|till|before <integer> (hour-of-day)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Allerheiligen",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("nth <time> of <time>",
Classifier{okData =
ClassData{prior = -0.5596157879354228, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("daymonth", -1.0296194171811581),
("ordinals (first..19th)Dienstagintersect",
-1.9459101490553135),
("ordinals (first..19th)Mittwochintersect", -1.540445040947149),
("ordinals (first..19th)DienstagOktober", -1.9459101490553135)],
n = 4},
koData =
ClassData{prior = -0.8472978603872037,
unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("daymonth", -1.0986122886681098),
("ordinals (first..19th)DienstagSeptember", -1.791759469228055),
("ordinals (first..19th)MittwochOktober", -1.3862943611198906)],
n = 3}}),
("the <day-of-month> (non ordinal)",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 1}}),
("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 = -3.332204510175204,
likelihoods = HashMap.fromList [("", 0.0)], n = 26},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<part-of-day> of <time>",
Classifier{okData =
ClassData{prior = -0.15415067982725836,
unseen = -2.9444389791664407,
likelihoods =
HashMap.fromList
[("hourday", -0.9444616088408514),
("morning<day-of-month>(ordinal) <named-month>",
-1.791759469228055),
("morningintersect", -1.791759469228055),
("morning<day-of-month> (ordinal)", -1.791759469228055)],
n = 6},
koData =
ClassData{prior = -1.9459101490553135,
unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("hourhour", -1.3862943611198906),
("morningtime-of-day (latent)", -1.3862943611198906)],
n = 1}}),
("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}}),
("Sonntag",
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}}),
("now",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("half <integer> (german style hour-of-day)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clock", -1.7047480922384253),
("time-of-day (latent)", -1.0116009116784799),
("hour", -0.7884573603642702)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("this <part-of-day>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("hour", -0.6931471805599453),
("evening", -0.6931471805599453)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Montag",
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}}),
("<day-of-month>(ordinal) <named-month>",
Classifier{okData =
ClassData{prior = -0.2231435513142097,
unseen = -3.4657359027997265,
likelihoods =
HashMap.fromList
[("ordinal (digits)Juli", -2.0476928433652555),
("ordinal (digits)September", -2.3353749158170367),
("ordinal (digits)Oktober", -2.740840023925201),
("month", -0.8690378470236094),
("ordinal (digits)Februar", -1.6422277352570913),
("ordinals (first..19th)Marz", -2.740840023925201)],
n = 12},
koData =
ClassData{prior = -1.6094379124341003, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("ordinal (digits)Juli", -1.466337068793427),
("ordinal (digits)April", -1.8718021769015913),
("month", -1.1786549963416462)],
n = 3}}),
("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 = -2.995732273553991,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 18}}),
("in|during the <part-of-day>",
Classifier{okData =
ClassData{prior = -6.0624621816434854e-2,
unseen = -3.6375861597263857,
likelihoods =
HashMap.fromList
[("after lunch", -1.6650077635889111),
("afternoon", -1.5314763709643884),
("hour", -0.7777045685880083), ("evening", -2.512305623976115),
("morning", -2.917770732084279)],
n = 16},
koData =
ClassData{prior = -2.833213344056216, unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("after lunch", -1.252762968495368),
("hour", -1.252762968495368)],
n = 1}}),
("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 = -0.13353139262452263,
unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [("", 0.0)], n = 7},
koData =
ClassData{prior = -2.0794415416798357,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("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 = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("Freitag", -1.252762968495368), ("day", -0.8472978603872037),
("Mittwoch", -1.252762968495368)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("after next <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("Marz", -1.3862943611198906), ("Freitag", -1.3862943611198906),
("day", -1.3862943611198906), ("month", -1.3862943611198906)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("half an hour",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("the <day-of-month> (ordinal)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("ordinal (digits)", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("afternoon",
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}}),
("this <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.044522437723423,
likelihoods =
HashMap.fromList
[("week", -1.2039728043259361),
("year (grain)", -2.3025850929940455),
("week (grain)", -1.2039728043259361),
("quarter", -2.3025850929940455), ("year", -2.3025850929940455),
("quarter (grain)", -2.3025850929940455)],
n = 7},
koData =
ClassData{prior = -infinity, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0}}),
("minute (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}}),
("about <time-of-day>",
Classifier{okData =
ClassData{prior = -0.13353139262452263,
unseen = -3.4965075614664802,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clock", -1.3862943611198906),
("time-of-day (latent)", -1.3862943611198906),
("hour", -0.7576857016975165)],
n = 14},
koData =
ClassData{prior = -2.0794415416798357,
unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -1.3862943611198906),
("<time-of-day> am|pm", -1.3862943611198906),
("hour", -0.9808292530117262)],
n = 2}}),
("time-of-day (latent)",
Classifier{okData =
ClassData{prior = -0.39890770756200533,
unseen = -3.9889840465642745,
likelihoods =
HashMap.fromList
[("integer (numeric)", -9.909090264423089e-2),
("integer (0..19)", -2.3608540011180215)],
n = 51},
koData =
ClassData{prior = -1.1118575154181303, unseen = -3.332204510175204,
likelihoods =
HashMap.fromList
[("integer (numeric)", -0.11778303565638351),
("integer (0..19)", -2.1972245773362196)],
n = 25}}),
("year",
Classifier{okData =
ClassData{prior = -8.338160893905101e-2,
unseen = -3.2188758248682006,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 23},
koData =
ClassData{prior = -2.5257286443082556,
unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 2}}),
("last <day-of-week> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("daymonth", -0.916290731874155),
("MontagMarz", -1.6094379124341003),
("SonntagMarz", -1.6094379124341003),
("Sonntagintersect", -1.6094379124341003)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("<integer> <unit-of-duration>",
Classifier{okData =
ClassData{prior = -0.8850381883700507, unseen = -4.330733340286331,
likelihoods =
HashMap.fromList
[("week", -2.2380465718564744),
("integer (0..19)year (grain)", -3.2188758248682006),
("integer (numeric)day (grain)", -2.70805020110221),
("couplehour (grain)", -3.624340932976365),
("integer (0..19)hour (grain)", -3.2188758248682006),
("second", -3.624340932976365),
("integer (numeric)year (grain)", -3.624340932976365),
("day", -2.70805020110221), ("year", -2.9311937524164198),
("integer (numeric)week (grain)", -2.9311937524164198),
("integer (0..19)month (grain)", -3.624340932976365),
("integer (0..19)second (grain)", -3.624340932976365),
("hour", -2.70805020110221), ("month", -3.624340932976365),
("integer (numeric)minute (grain)", -2.5257286443082556),
("integer (0..19)minute (grain)", -3.624340932976365),
("minute", -2.371577964480997),
("integer (numeric)hour (grain)", -3.624340932976365),
("integer (0..19)week (grain)", -2.70805020110221)],
n = 26},
koData =
ClassData{prior = -0.5322168137473082, unseen = -4.584967478670572,
likelihoods =
HashMap.fromList
[("week", -2.62880082944807),
("integer (0..19)year (grain)", -2.9652730660692823),
("integer (numeric)day (grain)", -3.4760986898352733),
("integer (0..19)hour (grain)", -3.8815637979434374),
("second", -2.9652730660692823),
("integer (numeric)second (grain)", -3.4760986898352733),
("integer (numeric)year (grain)", -3.4760986898352733),
("day", -2.3774864011671633), ("year", -2.62880082944807),
("integer (numeric)week (grain)", -3.188416617383492),
("integer (0..19)month (grain)", -2.9652730660692823),
("integer (0..19)second (grain)", -3.4760986898352733),
("hour", -3.188416617383492), ("month", -2.62880082944807),
("integer (numeric)minute (grain)", -3.4760986898352733),
("integer (0..19)minute (grain)", -3.4760986898352733),
("integer (numeric)month (grain)", -3.4760986898352733),
("minute", -2.9652730660692823),
("coupleday (grain)", -3.4760986898352733),
("integer (numeric)hour (grain)", -3.4760986898352733),
("integer (0..19)day (grain)", -2.9652730660692823),
("integer (0..19)week (grain)", -3.188416617383492)],
n = 37}}),
("Dienstag",
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}}),
("ordinals (first..19th)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3978952727983707,
likelihoods = HashMap.fromList [("", 0.0)], n = 9},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<time-of-day> am|pm",
Classifier{okData =
ClassData{prior = -1.845826690498331, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -2.0794415416798357),
("hh:mm", -2.0794415416798357),
("until <time-of-day>", -2.0794415416798357),
("hour", -1.6739764335716716), ("minute", -2.0794415416798357)],
n = 3},
koData =
ClassData{prior = -0.17185025692665928,
unseen = -3.7612001156935624,
likelihoods =
HashMap.fromList
[("at <time-of-day>", -2.3513752571634776),
("<time-of-day> o'clock", -2.3513752571634776),
("half <integer> (german style hour-of-day)",
-3.044522437723423),
("about <time-of-day>", -3.044522437723423),
("time-of-day (latent)", -2.128231705849268),
("hh:mm", -2.3513752571634776), ("hour", -1.4350845252893227),
("minute", -1.6582280766035324),
("<hour-of-day> <integer> (as relative minutes)",
-3.044522437723423)],
n = 16}}),
("<duration> after <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("a <unit-of-duration>christmas", -1.252762968495368),
("<integer> <unit-of-duration>christmas", -1.252762968495368),
("yearday", -0.8472978603872037)],
n = 2},
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 = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("hour", -0.8472978603872037),
("integer (numeric)time-of-day (latent)", -1.252762968495368),
("integer (20..90)time-of-day (latent)", -1.252762968495368)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("Mittwoch",
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}}),
("Oktober",
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}}),
("a <unit-of-duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.1354942159291497,
likelihoods =
HashMap.fromList
[("week", -1.9924301646902063),
("hour (grain)", -2.3978952727983707),
("year (grain)", -2.3978952727983707),
("second", -2.3978952727983707),
("week (grain)", -1.9924301646902063),
("minute (grain)", -2.3978952727983707),
("year", -2.3978952727983707),
("second (grain)", -2.3978952727983707),
("hour", -2.3978952727983707), ("minute", -2.3978952727983707)],
n = 6},
koData =
ClassData{prior = -infinity, unseen = -2.3978952727983707,
likelihoods = HashMap.fromList [], n = 0}}),
("dd.(mm.)? - dd.mm.(yy[yy]?)? (interval)",
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}}),
("hh:mm",
Classifier{okData =
ClassData{prior = -0.6061358035703156,
unseen = -3.6375861597263857,
likelihoods = HashMap.fromList [("", 0.0)], n = 36},
koData =
ClassData{prior = -0.7884573603642702,
unseen = -3.4657359027997265,
likelihoods = HashMap.fromList [("", 0.0)], n = 30}}),
("quarter after|past <integer> (hour-of-day)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clock", -1.5040773967762742),
("time-of-day (latent)", -1.0986122886681098),
("hour", -0.8109302162163288)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("<duration> before <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("<integer> <unit-of-duration>time-of-day (latent)",
-0.6931471805599453),
("minutehour", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("intersect by ','",
Classifier{okData =
ClassData{prior = -0.2531958963806117,
unseen = -5.0106352940962555,
likelihoods =
HashMap.fromList
[("Freitag<day-of-month>(ordinal) <named-month> year",
-3.9053340172773496),
("dayhour", -2.8067217286092396),
("Freitagintersect", -2.0082140323914683),
("Samstag<day-of-month>(ordinal) <named-month>",
-4.310799125385514),
("Freitagmm/dd/yyyy", -3.9053340172773496),
("Freitagmm/dd", -3.9053340172773496),
("dayday", -1.3403846598158127),
("Samstagintersect", -4.310799125385514),
("dayyear", -4.310799125385514),
("Freitag<day-of-month>(ordinal) <named-month>",
-3.6176519448255684),
("Freitagthe <day-of-month> (ordinal)", -4.310799125385514),
("on <date><day-of-month>(ordinal) <named-month>",
-3.9053340172773496),
("intersect<day-of-month>(ordinal) <named-month>",
-3.3945083935113587),
("Freitag<day-of-month> (ordinal)", -3.6176519448255684),
("on <date>intersect", -3.9053340172773496),
("on <date><day-of-month> (ordinal)", -3.9053340172773496),
("minuteday", -2.4389969484839225),
("Montag<named-month> <day-of-month> (non ordinal)",
-3.6176519448255684),
("Sonntag<named-month> <day-of-month> (non ordinal)",
-4.310799125385514),
("intersect<day-of-month> (ordinal)", -3.3945083935113587),
("intersectintersect", -3.3945083935113587),
("Samstag<day-of-month> (ordinal)", -4.310799125385514),
("Mittwoch<named-month> <day-of-month> (non ordinal)",
-4.310799125385514),
("<named-month> <day-of-month> (non ordinal)year",
-4.310799125385514)],
n = 59},
koData =
ClassData{prior = -1.497519996230115, unseen = -4.189654742026425,
likelihoods =
HashMap.fromList
[("daymonth", -2.382627800667582),
("dayday", -3.481240089335692),
("SonntagFebruar", -3.481240089335692),
("MontagFebruar", -2.7880929087757464),
("Freitagthe <day-of-month> (non ordinal)", -3.481240089335692),
("intersect<day-of-month>(ordinal) <named-month>",
-2.7880929087757464),
("dayminute", -3.0757749812275272),
("MittwochFebruar", -3.481240089335692),
("minuteday", -1.8718021769015913),
("Freitaghh:mm", -3.0757749812275272),
("intersect<day-of-month> (ordinal)", -2.7880929087757464),
("intersectintersect", -2.7880929087757464)],
n = 17}}),
("second (grain)",
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}}),
("Februar",
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}}),
("intersect by 'of', 'from', 's",
Classifier{okData =
ClassData{prior = -0.45198512374305727,
unseen = -4.248495242049359,
likelihoods =
HashMap.fromList
[("daymonth", -2.2881963555419462),
("intersectOktober", -3.1354942159291497),
("Mittwochintersect", -3.5409593240373143),
("on <date>hh:mm", -3.5409593240373143),
("dayday", -2.624668592163159),
("absorption of , after named day<day-of-month>(ordinal) <named-month>",
-3.5409593240373143),
("absorption of , after named day<day-of-month>(ordinal) <named-month> year",
-3.5409593240373143),
("on <date><time-of-day> - <time-of-day> (interval)",
-3.5409593240373143),
("on <date><datetime> - <datetime> (interval)",
-3.5409593240373143),
("Donnerstaghh:mm", -3.1354942159291497),
("absorption of , after named day<day-of-month> (ordinal)",
-3.5409593240373143),
("dayminute", -1.9315214116032136),
("Mittwochnext <cycle>", -3.5409593240373143),
("absorption of , after named dayintersect",
-3.5409593240373143),
("DienstagOktober", -3.5409593240373143),
("MittwochOktober", -3.5409593240373143),
("intersectintersect", -3.5409593240373143),
("dayweek", -3.1354942159291497),
("Donnerstag<time-of-day> - <time-of-day> (interval)",
-3.1354942159291497),
("Donnerstag<datetime> - <datetime> (interval)",
-3.1354942159291497),
("Sonntaglast <cycle>", -3.5409593240373143)],
n = 21},
koData =
ClassData{prior = -1.0116009116784799, unseen = -3.951243718581427,
likelihoods =
HashMap.fromList
[("daymonth", -1.62924053973028),
("intersectOktober", -3.2386784521643803),
("Mittwochintersect", -3.2386784521643803),
("Dienstagintersect", -3.2386784521643803),
("DienstagSeptember", -3.2386784521643803),
("on <date><time-of-day> - <time-of-day> (interval)",
-3.2386784521643803),
("MontagMarz", -3.2386784521643803),
("dayminute", -2.5455312716044354),
("SonntagMarz", -3.2386784521643803),
("intersectSeptember", -3.2386784521643803),
("MittwochOktober", -3.2386784521643803),
("Sonntagintersect", -3.2386784521643803),
("Donnerstag<time-of-day> - <time-of-day> (interval)",
-2.833213344056216)],
n = 12}}),
("Donnerstag",
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}}),
("<duration> ago",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.1354942159291497,
likelihoods =
HashMap.fromList
[("week", -1.4816045409242156), ("day", -1.9924301646902063),
("year", -2.3978952727983707),
("<integer> <unit-of-duration>", -1.0116009116784799),
("a <unit-of-duration>", -2.3978952727983707),
("month", -2.3978952727983707)],
n = 8},
koData =
ClassData{prior = -infinity, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0}}),
("last <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("Sonntag", -1.252762968495368), ("day", -0.8472978603872037),
("Dienstag", -1.252762968495368)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("EOM|End of month",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<day-of-month> (ordinal)",
Classifier{okData =
ClassData{prior = -0.5520685823000397,
unseen = -3.0910424533583156,
likelihoods =
HashMap.fromList
[("ordinals (first..19th)", -1.6582280766035324),
("ordinal (digits)", -0.2113090936672069)],
n = 19},
koData =
ClassData{prior = -0.8574502318512216, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("ordinals (first..19th)", -0.8266785731844679),
("ordinal (digits)", -0.5753641449035618)],
n = 14}}),
("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 = -0.5108256237659907, unseen = -4.0943445622221,
likelihoods =
HashMap.fromList
[("<time> <part-of-day>", -2.1316272948504063),
("<time-of-day> o'clock", -2.2857779746776643),
("intersect", -3.3843902633457743),
("time-of-day (latent)", -2.1316272948504063),
("<time-of-day> am|pm", -3.3843902633457743),
("EOM|End of month", -3.3843902633457743),
("hour", -1.0330150061822965), ("month", -3.3843902633457743),
("midnight|EOD|end of day", -3.3843902633457743)],
n = 21},
koData =
ClassData{prior = -0.916290731874155, unseen = -3.828641396489095,
likelihoods =
HashMap.fromList
[("mm/dd", -2.70805020110221),
("intersect", -2.4203681286504293),
("mm/dd/yyyy", -2.70805020110221),
("<day-of-month>(ordinal) <named-month>", -3.1135153092103742),
("day", -1.4087672169719492), ("hh:mm", -2.1972245773362196),
("<day-of-month> (ordinal)", -3.1135153092103742),
("<day-of-month> (non ordinal) <named-month>",
-3.1135153092103742),
("minute", -2.1972245773362196)],
n = 14}}),
("<integer> and an half hours",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("integer (0..19)", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Nikolaus",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("evening",
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}}),
("midnight|EOD|end of 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-of-day> until",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clock", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("next <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.9444389791664407,
likelihoods =
HashMap.fromList
[("Marz", -2.1972245773362196), ("Montag", -1.791759469228055),
("day", -1.0986122886681098), ("Dienstag", -1.791759469228055),
("Mittwoch", -2.1972245773362196),
("month", -2.1972245773362196)],
n = 6},
koData =
ClassData{prior = -infinity, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0}}),
("last <cycle>",
Classifier{okData =
ClassData{prior = -0.3364722366212129,
unseen = -2.9444389791664407,
likelihoods =
HashMap.fromList
[("week", -1.5040773967762742),
("month (grain)", -2.1972245773362196),
("year (grain)", -2.1972245773362196),
("week (grain)", -1.5040773967762742),
("year", -2.1972245773362196), ("month", -2.1972245773362196)],
n = 5},
koData =
ClassData{prior = -1.252762968495368, unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("week", -1.791759469228055),
("week (grain)", -1.791759469228055),
("day", -1.791759469228055),
("day (grain)", -1.791759469228055)],
n = 2}}),
("christmas",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Tag der Deutschen Einheit",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("new year's 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}}),
("next n <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -4.143134726391533,
likelihoods =
HashMap.fromList
[("week", -2.740840023925201),
("integer (0..19)year (grain)", -3.028522096376982),
("integer (numeric)day (grain)", -3.4339872044851463),
("integer (0..19)hour (grain)", -3.4339872044851463),
("second", -3.028522096376982),
("integer (numeric)second (grain)", -3.4339872044851463),
("integer (numeric)year (grain)", -3.4339872044851463),
("day", -2.3353749158170367), ("year", -2.740840023925201),
("integer (numeric)week (grain)", -3.4339872044851463),
("integer (0..19)month (grain)", -3.028522096376982),
("integer (0..19)second (grain)", -3.4339872044851463),
("hour", -3.028522096376982), ("month", -2.740840023925201),
("integer (numeric)minute (grain)", -3.4339872044851463),
("integer (0..19)minute (grain)", -3.4339872044851463),
("integer (numeric)month (grain)", -3.4339872044851463),
("minute", -3.028522096376982),
("coupleday (grain)", -3.028522096376982),
("integer (numeric)hour (grain)", -3.4339872044851463),
("integer (0..19)day (grain)", -3.028522096376982),
("integer (0..19)week (grain)", -3.028522096376982)],
n = 20},
koData =
ClassData{prior = -infinity, unseen = -3.1354942159291497,
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 = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -1.0986122886681098),
("hh:mm", -1.791759469228055), ("hour", -1.0986122886681098),
("minute", -1.791759469228055)],
n = 4}}),
("in <duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -4.07753744390572,
likelihoods =
HashMap.fromList
[("week", -2.6741486494265287),
("number.number hours", -3.367295829986474),
("second", -2.9618307218783095), ("day", -2.9618307218783095),
("half an hour", -3.367295829986474),
("year", -3.367295829986474),
("<integer> <unit-of-duration>", -1.2878542883066382),
("a <unit-of-duration>", -2.451005098112319),
("<integer> and an half hours", -3.367295829986474),
("hour", -2.268683541318364), ("minute", -1.6625477377480489),
("about <duration>", -3.367295829986474)],
n = 23},
koData =
ClassData{prior = -infinity, unseen = -2.5649493574615367,
likelihoods = HashMap.fromList [], n = 0}}),
("<datetime> - <datetime> (interval)",
Classifier{okData =
ClassData{prior = -0.9694005571881036, unseen = -4.189654742026425,
likelihoods =
HashMap.fromList
[("intersecthh:mm", -3.481240089335692),
("on <date>hh:mm", -3.481240089335692),
("minuteminute", -1.6894806201076367),
("<day-of-month> (ordinal)<day-of-month> (ordinal)",
-3.0757749812275272),
("hh:mmhh:mm", -2.228477120840324),
("dayday", -1.6894806201076367),
("<named-month> <day-of-month> (non ordinal)<named-month> <day-of-month> (non ordinal)",
-3.0757749812275272),
("intersect by 'of', 'from', 'shh:mm", -2.7880929087757464),
("mm/ddmm/dd", -2.094945728215801)],
n = 22},
koData =
ClassData{prior = -0.4769240720903093, unseen = -4.543294782270004,
likelihoods =
HashMap.fromList
[("<day-of-month> (ordinal)<day-of-month>(ordinal) <named-month>",
-3.4339872044851463),
("<named-month> <day-of-month> (non ordinal)Juli",
-3.8394523125933104),
("daymonth", -3.4339872044851463),
("mm/ddmm/dd/yyyy", -2.5866893440979424),
("<day-of-month> (ordinal)mm/dd", -2.9231615807191553),
("mm/ddhh:mm", -2.45315795147342),
("dayday", -1.3545456628053103),
("<day-of-month> (ordinal)intersect", -3.146305132033365),
("<day-of-month> (ordinal)hh:mm", -2.9231615807191553),
("<named-month> <day-of-month> (non ordinal)August",
-3.8394523125933104),
("mm/ddintersect", -2.5866893440979424),
("dayminute", -2.0476928433652555),
("<day-of-month> (ordinal)mm/dd/yyyy", -3.4339872044851463)],
n = 36}}),
("<time-of-day> - <time-of-day> (interval)",
Classifier{okData =
ClassData{prior = -0.8266785731844679, unseen = -3.044522437723423,
likelihoods =
HashMap.fromList
[("minuteminute", -0.916290731874155),
("hh:mmhh:mm", -0.916290731874155)],
n = 7},
koData =
ClassData{prior = -0.5753641449035618,
unseen = -3.2188758248682006,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -1.2321436812926323),
("hourminute", -1.791759469228055),
("minutehour", -1.2321436812926323),
("time-of-day (latent)hh:mm", -1.791759469228055)],
n = 9}}),
("sommer",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("winter",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("last n <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.9318256327243257,
likelihoods =
HashMap.fromList
[("week", -2.5257286443082556),
("integer (0..19)year (grain)", -2.8134107167600364),
("integer (numeric)day (grain)", -3.2188758248682006),
("second", -2.8134107167600364),
("integer (numeric)second (grain)", -3.2188758248682006),
("integer (numeric)year (grain)", -3.2188758248682006),
("day", -2.5257286443082556), ("year", -2.5257286443082556),
("integer (numeric)week (grain)", -2.8134107167600364),
("integer (0..19)month (grain)", -2.8134107167600364),
("integer (0..19)second (grain)", -3.2188758248682006),
("month", -2.5257286443082556),
("integer (numeric)minute (grain)", -3.2188758248682006),
("integer (0..19)minute (grain)", -3.2188758248682006),
("integer (numeric)month (grain)", -3.2188758248682006),
("minute", -2.8134107167600364),
("integer (0..19)day (grain)", -2.8134107167600364),
("integer (0..19)week (grain)", -3.2188758248682006)],
n = 16},
koData =
ClassData{prior = -infinity, unseen = -2.9444389791664407,
likelihoods = HashMap.fromList [], n = 0}}),
("nth <time> after <time>",
Classifier{okData =
ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("ordinals (first..19th)Dienstagintersect", -0.916290731874155),
("dayday", -0.916290731874155)],
n = 1},
koData =
ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("dayday", -0.916290731874155),
("ordinals (first..19th)Dienstagchristmas",
-0.916290731874155)],
n = 1}}),
("<named-month> <day-of-month> (non ordinal)",
Classifier{okData =
ClassData{prior = -0.12516314295400605,
unseen = -3.6109179126442243,
likelihoods =
HashMap.fromList
[("Augustinteger (numeric)", -2.1972245773362196),
("Marzinteger (numeric)", -2.4849066497880004),
("Februarinteger (numeric)", -1.5040773967762742),
("Aprilinteger (numeric)", -2.890371757896165),
("month", -0.8109302162163288),
("Juliinteger (numeric)", -2.4849066497880004)],
n = 15},
koData =
ClassData{prior = -2.1400661634962708,
unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("Aprilinteger (numeric)", -1.6094379124341003),
("month", -1.2039728043259361),
("Juliinteger (numeric)", -1.6094379124341003)],
n = 2}}),
("<day-of-month> (non ordinal) <named-month>",
Classifier{okData =
ClassData{prior = -1.0986122886681098,
unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("integer (numeric)Marz", -1.5040773967762742),
("integer (numeric)April", -1.5040773967762742),
("month", -1.0986122886681098)],
n = 2},
koData =
ClassData{prior = -0.40546510810816444,
unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("integer (numeric)August", -1.8718021769015913),
("month", -0.9555114450274363),
("integer (numeric)Juli", -1.1786549963416462)],
n = 4}}),
("this|next <day-of-week>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("Montag", -1.3862943611198906), ("day", -0.8266785731844679),
("Dienstag", -1.6739764335716716),
("Mittwoch", -2.0794415416798357)],
n = 6},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("<time-of-day> after",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clock", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("ordinal (digits)",
Classifier{okData =
ClassData{prior = -0.2876820724517809, unseen = -2.995732273553991,
likelihoods = HashMap.fromList [("", 0.0)], n = 18},
koData =
ClassData{prior = -1.3862943611198906,
unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6}}),
("quarter (grain)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("last <cycle> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("daymonth", -1.540445040947149),
("day (grain)intersect", -1.9459101490553135),
("weekmonth", -1.540445040947149),
("day (grain)Oktober", -1.9459101490553135),
("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 = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("ordinal (digits)Juli", -1.0116009116784799),
("ordinal (digits)April", -1.7047480922384253),
("month", -0.7884573603642702)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("Samstag",
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}}),
("morning",
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}}),
("week-end",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("after <time-of-day>",
Classifier{okData =
ClassData{prior = -0.4700036292457356, unseen = -3.367295829986474,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clock", -1.540445040947149),
("time-of-day (latent)", -1.540445040947149),
("hour", -0.9343092373768334)],
n = 10},
koData =
ClassData{prior = -0.9808292530117262, unseen = -3.044522437723423,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clock", -2.3025850929940455),
("intersect", -2.3025850929940455),
("day", -1.6094379124341003),
("time-of-day (latent)", -2.3025850929940455),
("hh:mm", -2.3025850929940455), ("hour", -1.8971199848858813),
("christmas", -1.8971199848858813),
("minute", -2.3025850929940455)],
n = 6}}),
("day (grain)",
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> dd-dd (interval)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("Juli", -0.6931471805599453), ("month", -0.6931471805599453)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("about <duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("half an hour", -0.6931471805599453),
("minute", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("<hour-of-day> <integer> (as relative minutes)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("hour", -0.7731898882334817),
("at <time-of-day>integer (numeric)", -1.8718021769015913),
("<time-of-day> o'clockinteger (numeric)",
-0.9555114450274363)],
n = 5},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("this <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("Montag", -1.9459101490553135), ("day", -1.252762968495368),
("hour", -1.9459101490553135), ("sommer", -1.9459101490553135),
("winter", -1.9459101490553135),
("week-end", -1.9459101490553135)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.9459101490553135,
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}}),
("before yesterday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("August",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}})]