module Duckling.Ranking.Classifiers.NL_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 = 0.7090205297162354, unseen = 4.844187086458591,
likelihoods = HashMap.fromList [("", 0.0)], n = 125},
koData =
ClassData{prior = 0.6775218626568645, unseen = 4.875197323201151,
likelihoods = HashMap.fromList [("", 0.0)], n = 129}}),
("exactly <time-of-day>",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.0794415416798357,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clock", 1.252762968495368),
("time-of-day (latent)", 1.252762968495368),
("hour", 0.8472978603872037)],
n = 2},
koData =
ClassData{prior = infinity, unseen = 1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("<duration> hence|ago",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.995732273553991,
likelihoods =
HashMap.fromList
[("week", 1.55814461804655), ("day", 1.845826690498331),
("year", 2.2512917986064953),
("<integer> <unit-of-duration>", 0.8649974374866046),
("month", 2.2512917986064953)],
n = 7},
koData =
ClassData{prior = infinity, unseen = 1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("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}}),
("thursday",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.4849066497880004,
likelihoods = HashMap.fromList [("", 0.0)], n = 10},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("integer (20..90)",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<time> <part-of-day>",
Classifier{okData =
ClassData{prior = 0.15415067982725836,
unseen = 5.030437921392435,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clockmorning", 3.077970371790963),
("until <time-of-day>afternoon", 4.330733340286331),
("dayhour", 2.9444389791664407),
("todayevening", 4.330733340286331),
("on <date>evening", 3.925268232178167),
("thursdaymorning", 4.330733340286331),
("intersectevening", 2.384823191231018),
("tomorrowafternoon", 3.925268232178167),
("half to|till|before <integer> (hour-of-day)afternoon",
4.330733340286331),
("hourhour", 1.1737329191362178),
("<day-of-month> (non ordinal) <named-month>morning",
3.925268232178167),
("at <time-of-day>afternoon", 4.330733340286331),
("todayafternoon", 4.330733340286331),
("<time-of-day> o'clockafternoon", 3.2321210516182215),
("<time-of-day> o'clocknight", 4.330733340286331),
("until <time-of-day>morning", 3.925268232178167),
("minutehour", 2.9444389791664407),
("<time-of-day> am|pmmorning", 3.925268232178167),
("hh:mmmorning", 3.925268232178167),
("about <time-of-day>evening", 4.330733340286331),
("<time-of-day> o'clockevening", 3.6375861597263857),
("<hour-of-day> <integer> (as relative minutes)afternoon",
3.925268232178167),
("intersectmorning", 3.077970371790963),
("about <time-of-day>afternoon", 4.330733340286331),
("hh:mmafternoon", 4.330733340286331),
("on <date>morning", 3.925268232178167),
("at <time-of-day>morning", 4.330733340286331)],
n = 60},
koData =
ClassData{prior = 1.9459101490553135, unseen = 3.970291913552122,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clockmorning", 3.258096538021482),
("yearhour", 3.258096538021482),
("intersectevening", 2.5649493574615367),
("monthhour", 2.8526314299133175),
("hourhour", 1.8718021769015913),
("year (latent)afternoon", 3.258096538021482),
("Februarymorning", 2.8526314299133175),
("<time-of-day> o'clockevening", 3.258096538021482),
("time-of-day (latent)afternoon", 2.8526314299133175)],
n = 10}}),
("dd/mm",
Classifier{okData =
ClassData{prior = 0.4307829160924542, unseen = 2.70805020110221,
likelihoods = HashMap.fromList [("", 0.0)], n = 13},
koData =
ClassData{prior = 1.0498221244986778,
unseen = 2.1972245773362196,
likelihoods = HashMap.fromList [("", 0.0)], n = 7}}),
("today",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("at <time-of-day>",
Classifier{okData =
ClassData{prior = 0.19237189264745613, unseen = 4.31748811353631,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clock", 1.739115735742633),
("half to|till|before <integer> (hour-of-day)",
3.6109179126442243),
("about <time-of-day>", 2.6946271807700692),
("time-of-day (latent)", 1.906169820405799),
("hh:mm", 2.512305623976115), ("hour", 1.0082282271998406),
("minute", 2.2246235515243336),
("<hour-of-day> <integer> (as relative minutes)",
3.6109179126442243)],
n = 33},
koData =
ClassData{prior = 1.742969305058623, unseen = 3.1354942159291497,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clock", 2.3978952727983707),
("time-of-day (latent)", 1.1451323043030026),
("hour", 1.0116009116784799)],
n = 7}}),
("absorption of , after named day",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.995732273553991,
likelihoods =
HashMap.fromList
[("wednesday", 2.2512917986064953),
("monday", 1.845826690498331), ("friday", 1.55814461804655),
("day", 0.8649974374866046), ("sunday", 2.2512917986064953)],
n = 7},
koData =
ClassData{prior = infinity, unseen = 1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("September",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("on <date>",
Classifier{okData =
ClassData{prior = 0.19845093872383832,
unseen = 4.574710978503383,
likelihoods =
HashMap.fromList
[("thursday", 3.1780538303479458),
("<time> <part-of-day>", 2.9549102790337356),
("dd/mm", 2.9549102790337356),
("saturday", 3.871201010907891),
("intersect", 1.4733057381095205),
("<day-of-month>(ordinal) <named-month>", 3.871201010907891),
("friday", 3.871201010907891), ("day", 1.7311348474116202),
("hh:mm", 3.871201010907891),
("<day-of-month> (ordinal)", 3.1780538303479458),
("hour", 1.7311348474116202),
("<datetime> - <datetime> (interval)", 3.871201010907891),
("<day-of-month> (non ordinal) <named-month>",
3.871201010907891),
("minute", 2.2617630984737906)],
n = 41},
koData =
ClassData{prior = 1.7147984280919266,
unseen = 3.4965075614664802,
likelihoods =
HashMap.fromList
[("intersect", 1.2685113254635072), ("day", 2.772588722239781),
("<day-of-month> (ordinal)", 2.772588722239781),
("hour", 2.367123614131617), ("minute", 1.5198257537444133)],
n = 9}}),
("integer (0..19)",
Classifier{okData =
ClassData{prior = 5.5569851154810765e-2,
unseen = 3.6109179126442243,
likelihoods = HashMap.fromList [("", 0.0)], n = 35},
koData =
ClassData{prior = 2.917770732084279, unseen = 1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),
("between <time-of-day> and <time-of-day> (interval)",
Classifier{okData =
ClassData{prior = 0.6931471805599453,
unseen = 1.9459101490553135,
likelihoods =
HashMap.fromList
[("minuteminute", 1.0986122886681098),
("hh:mmhh:mm", 1.0986122886681098)],
n = 1},
koData =
ClassData{prior = 0.6931471805599453,
unseen = 1.9459101490553135,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", 1.0986122886681098),
("minutehour", 1.0986122886681098)],
n = 1}}),
("between <datetime> and <datetime> (interval)",
Classifier{okData =
ClassData{prior = 0.6931471805599453,
unseen = 1.9459101490553135,
likelihoods =
HashMap.fromList
[("minuteminute", 1.0986122886681098),
("hh:mmhh:mm", 1.0986122886681098)],
n = 1},
koData =
ClassData{prior = 0.6931471805599453,
unseen = 1.9459101490553135,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", 1.0986122886681098),
("minutehour", 1.0986122886681098)],
n = 1}}),
("October",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.3025850929940455,
likelihoods = HashMap.fromList [("", 0.0)], n = 8},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("month (grain)",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.1972245773362196,
likelihoods = HashMap.fromList [("", 0.0)], n = 7},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("on a named-day",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.70805020110221,
likelihoods =
HashMap.fromList
[("thursday", 1.252762968495368),
("saturday", 1.9459101490553135),
("friday", 1.9459101490553135), ("day", 0.8472978603872037)],
n = 5},
koData =
ClassData{prior = infinity, unseen = 1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("yesterday/tomorrow night",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("wednesday",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.3025850929940455,
likelihoods = HashMap.fromList [("", 0.0)], n = 8},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<time-of-day> o'clock",
Classifier{okData =
ClassData{prior = 0.14107859825990549,
unseen = 4.955827057601261,
likelihoods =
HashMap.fromList
[("exactly <time-of-day>", 4.255612709818223),
("at <time-of-day>", 2.3838105329166317),
("about <time-of-day>", 2.8693183486983322),
("time-of-day (latent)", 1.259880436264232),
("quarter after|past <integer> (hour-of-day)",
4.255612709818223),
("until <time-of-day>", 3.339321977944068),
("hour", 0.7591051483517427), ("minute", 4.255612709818223),
("after <time-of-day>", 3.8501476017100584)],
n = 66},
koData =
ClassData{prior = 2.0281482472922856,
unseen = 3.4011973816621555,
likelihoods =
HashMap.fromList
[("at <time-of-day>", 2.6741486494265287),
("time-of-day (latent)", 1.0647107369924282),
("hour", 0.9694005571881036)],
n = 10}}),
("<integer> + '\"",
Classifier{okData =
ClassData{prior = infinity, unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = 1.9459101490553135,
likelihoods =
HashMap.fromList
[("integer (numeric)", 0.40546510810816444),
("integer (0..19)", 1.0986122886681098)],
n = 4}}),
("July",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.3978952727983707,
likelihoods = HashMap.fromList [("", 0.0)], n = 9},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("hour (grain)",
Classifier{okData =
ClassData{prior = 1.9661128563728327,
unseen = 2.1972245773362196,
likelihoods = HashMap.fromList [("", 0.0)], n = 7},
koData =
ClassData{prior = 0.15082288973458366,
unseen = 3.8066624897703196,
likelihoods = HashMap.fromList [("", 0.0)], n = 43}}),
("<ordinal> quarter",
Classifier{okData =
ClassData{prior = 0.6931471805599453, unseen = 1.791759469228055,
likelihoods =
HashMap.fromList
[("ordinals (first..19th)quarter (grain)", 0.916290731874155),
("quarter", 0.916290731874155)],
n = 1},
koData =
ClassData{prior = 0.6931471805599453, unseen = 1.791759469228055,
likelihoods =
HashMap.fromList
[("ordinal (digits)quarter (grain)", 0.916290731874155),
("quarter", 0.916290731874155)],
n = 1}}),
("saturday",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("May",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("intersect",
Classifier{okData =
ClassData{prior = 0.30818059400012193,
unseen = 6.182084906716631,
likelihoods =
HashMap.fromList
[("last <cycle>sunday", 5.486869473092628),
("hourday", 4.388257184424518),
("on a named-day<day-of-month> (non ordinal) <named-month>",
5.486869473092628),
("<day-of-month> (non ordinal) <named-month><time-of-day> o'clock",
5.486869473092628),
("dayhour", 2.3513752571634776),
("daymonth", 4.570578741218473),
("next <cycle>friday", 5.486869473092628),
("monthyear", 3.8774315606585272),
("friday<day-of-month> (non ordinal) <named-month>",
5.081404364984463),
("yearhour", 5.486869473092628),
("intersect<time-of-day> o'clock", 4.793722292532682),
("tuesdaythis <cycle>", 5.486869473092628),
("christmasyear", 5.486869473092628),
("on a named-dayfrom <time-of-day> - <time-of-day> (interval)",
5.081404364984463),
("saturday<time-of-day> o'clock", 5.486869473092628),
("absorption of , after named daydd/mm/yyyy",
5.081404364984463),
("<time-of-day> am|pmintersect", 5.486869473092628),
("intersect<time> <part-of-day>", 4.793722292532682),
("Marchyear", 5.486869473092628),
("saturdayat <time-of-day>", 5.081404364984463),
("saturday<time> <part-of-day>", 5.081404364984463),
("dd/mm<time-of-day> o'clock", 5.486869473092628),
("on a named-dayat <time-of-day>", 4.793722292532682),
("today<time-of-day> o'clock", 5.486869473092628),
("at <time-of-day>on a named-day", 5.486869473092628),
("on a named-daybetween <datetime> and <datetime> (interval)",
5.486869473092628),
("intersect by ','year", 5.486869473092628),
("on <date><time-of-day> o'clock", 4.793722292532682),
("next <cycle>monday", 5.486869473092628),
("on a named-daybetween <time-of-day> and <time-of-day> (interval)",
5.486869473092628),
("exactly <time-of-day>tomorrow", 5.486869473092628),
("on a named-day<time> <part-of-day>", 5.081404364984463),
("monthhour", 4.570578741218473),
("on <date>between <datetime> and <datetime> (interval)",
5.486869473092628),
("last <day-of-week> of <time>year", 5.486869473092628),
("on a named-day<time-of-day> o'clock", 5.486869473092628),
("next <cycle>March", 5.486869473092628),
("todayat <time-of-day>", 4.793722292532682),
("on <date>between <time-of-day> and <time-of-day> (interval)",
5.486869473092628),
("on <date>at <time-of-day>", 4.793722292532682),
("thursday<time> timezone", 5.081404364984463),
("on <date>about <time-of-day>", 4.793722292532682),
("dayday", 3.184284380098582),
("on <date><time> <part-of-day>", 4.570578741218473),
("dd/mmabout <time-of-day>", 5.081404364984463),
("<day-of-month> (ordinal)intersect", 5.486869473092628),
("hourhour", 4.388257184424518),
("saturday<day-of-month> (non ordinal) <named-month>",
5.486869473092628),
("thursdayat <time-of-day>", 5.486869473092628),
("today/tomorrow/yesterday afternoon<hour-of-day> <integer> (as relative minutes)",
5.081404364984463),
("intersect<day-of-month> (non ordinal) <named-month>",
4.388257184424518),
("dayyear", 3.4074279314127915),
("tuesdayafter <duration>", 5.486869473092628),
("tomorrow<time-of-day> o'clock", 5.486869473092628),
("<time-of-day> o'clocktomorrow", 4.793722292532682),
("<day-of-month> (non ordinal) <named-month>intersect",
5.486869473092628),
("thursdaybetween <time-of-day> and <time-of-day> (interval)",
5.486869473092628),
("thursdaybetween <datetime> and <datetime> (interval)",
5.486869473092628),
("<day-of-month>(ordinal) <named-month>year",
5.486869473092628),
("<day-of-month> (ordinal)tuesday", 5.486869473092628),
("hourminute", 4.793722292532682),
("thursdayhh:mm", 5.486869473092628),
("this <cycle>wednesday", 5.486869473092628),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
5.486869473092628),
("<day-of-month> (non ordinal) <named-month><time> <part-of-day>",
5.081404364984463),
("on <date><day-of-month> (non ordinal) <named-month>",
5.486869473092628),
("Aprilabout <time-of-day>", 5.486869473092628),
("thursdayfrom <datetime> - <datetime> (interval)",
5.486869473092628),
("<day-of-month> (ordinal)February", 5.486869473092628),
("thursdayfrom <time-of-day> - <time-of-day> (interval)",
4.793722292532682),
("absorption of , after named day<day-of-month> (non ordinal) <named-month>",
4.570578741218473),
("today/tomorrow/yesterday evening<time-of-day> o'clock",
5.486869473092628),
("fridayintersect", 4.793722292532682),
("on <date><time-of-day> - <time-of-day> (interval)",
5.486869473092628),
("on <date><datetime> - <datetime> (interval)",
5.486869473092628),
("this <cycle>monday", 5.486869473092628),
("April<time-of-day> o'clock", 5.486869473092628),
("next <cycle>wednesday", 5.486869473092628),
("hh:mmintersect", 5.081404364984463),
("thursday<datetime> - <datetime> (interval)",
5.081404364984463),
("<day-of-month> (ordinal)July", 5.486869473092628),
("thursday<time-of-day> - <time-of-day> (interval)",
5.081404364984463),
("yearmonth", 5.486869473092628),
("at <time-of-day>intersect", 5.081404364984463),
("on <date>from <time-of-day> - <time-of-day> (interval)",
5.081404364984463),
("<time> <part-of-day>from <time-of-day> - <time-of-day> (interval)",
5.486869473092628),
("dayminute", 2.7788192719904172),
("<time> <part-of-day>from <datetime> - <datetime> (interval)",
5.486869473092628),
("intersectyear", 4.793722292532682),
("<time-of-day> am|pmsaturday", 5.486869473092628),
("<ordinal> <cycle> of <time>year", 5.486869473092628),
("minuteday", 3.289644895756408),
("absorption of , after named dayintersect",
5.486869473092628),
("Julyyear", 5.486869473092628),
("year<time-of-day> o'clock", 5.486869473092628),
("Octoberyear", 4.388257184424518),
("hh:mmon <date>", 5.081404364984463),
("today/tomorrow/yesterday afternoonat <time-of-day>",
5.486869473092628),
("dd/mmyear", 5.486869473092628),
("tuesdayin <duration>", 5.486869473092628),
("Septemberyear", 5.081404364984463),
("at <time-of-day>on <date>", 5.081404364984463),
("absorption of , after named daydd/mm", 5.081404364984463),
("intersectintersect", 5.486869473092628),
("hh:mmon a named-day", 5.486869473092628),
("weekday", 4.100575111972737),
("dayweek", 4.793722292532682),
("weekyear", 5.081404364984463),
("on <date>February", 5.486869473092628),
("<month> dd-dd (interval)year", 5.486869473092628),
("Dutch King dayyear", 5.486869473092628),
("tomorrowat <time-of-day>", 5.081404364984463),
("next <cycle>tuesday", 5.486869473092628),
("monday<day-of-month> (non ordinal) <named-month>",
5.486869473092628),
("at <time-of-day>tomorrow", 5.486869473092628),
("monday<named-month> <day-of-month> (non ordinal)",
5.486869473092628),
("<day-of-month> (non ordinal) <named-month>about <time-of-day>",
5.486869473092628),
("on a named-day<time-of-day> - <time-of-day> (interval)",
5.486869473092628),
("today/tomorrow/yesterday eveningat <time-of-day>",
5.081404364984463),
("last <cycle> of <time>year", 5.081404364984463),
("on a named-day<datetime> - <datetime> (interval)",
5.486869473092628),
("<day-of-month> (non ordinal) <named-month>year",
4.570578741218473),
("April<time> <part-of-day>", 5.081404364984463)],
n = 169},
koData =
ClassData{prior = 1.327205444749884, unseen = 5.5909869805108565,
likelihoods =
HashMap.fromList
[("<named-month> <day-of-month> (non ordinal)July",
4.894101477840304),
("dayhour", 3.5078071167204135),
("on a named-dayafter <time-of-day>", 4.894101477840304),
("July<day-of-month> (non ordinal) <named-month>",
4.894101477840304),
("daymonth", 3.977810745966149),
("monthday", 4.48863636973214),
("monthyear", 3.7954891891721947),
("yearhour", 4.894101477840304),
("intersect<time-of-day> o'clock", 4.894101477840304),
("on a named-dayfrom <time-of-day> - <time-of-day> (interval)",
4.48863636973214),
("<day-of-month> (ordinal)wednesday", 4.48863636973214),
("Julyintersect", 4.894101477840304),
("thursdayafter <time-of-day>", 4.894101477840304),
("intersect<time> <part-of-day>", 4.894101477840304),
("Marchyear", 4.894101477840304),
("<day-of-month> (ordinal)year", 4.894101477840304),
("on a named-dayat <time-of-day>", 4.894101477840304),
("on a named-daybetween <datetime> and <datetime> (interval)",
4.894101477840304),
("tuesdayafter <time-of-day>", 4.894101477840304),
("on a named-daybetween <time-of-day> and <time-of-day> (interval)",
4.894101477840304),
("monthhour", 3.977810745966149),
("on <date>between <datetime> and <datetime> (interval)",
4.894101477840304),
("todayat <time-of-day>", 4.894101477840304),
("on <date>between <time-of-day> and <time-of-day> (interval)",
4.894101477840304),
("on <date>at <time-of-day>", 4.894101477840304),
("on <date>about <time-of-day>", 4.894101477840304),
("dayday", 3.5078071167204135),
("hourhour", 4.200954297280359),
("thursdayat <time-of-day>", 4.894101477840304),
("dayyear", 4.200954297280359),
("thursdaybetween <time-of-day> and <time-of-day> (interval)",
4.894101477840304),
("thursdaybetween <datetime> and <datetime> (interval)",
4.894101477840304),
("<day-of-month> (ordinal)tuesday", 4.48863636973214),
("thursdayhh:mm", 4.48863636973214),
("Aprilabout <time-of-day>", 4.894101477840304),
("thursdayfrom <datetime> - <datetime> (interval)",
4.894101477840304),
("Aprilyear", 4.894101477840304),
("<day-of-month> (ordinal)sunday", 4.48863636973214),
("thursdayfrom <time-of-day> - <time-of-day> (interval)",
4.200954297280359),
("mondayFebruary", 4.894101477840304),
("on <date><time-of-day> - <time-of-day> (interval)",
4.894101477840304),
("yearuntil <time-of-day>", 4.48863636973214),
("thursday<time-of-day> - <time-of-day> (interval)",
4.48863636973214),
("<named-month> <day-of-month> (non ordinal)August",
4.894101477840304),
("August<day-of-month> (non ordinal) <named-month>",
4.894101477840304),
("on <date>from <time-of-day> - <time-of-day> (interval)",
4.48863636973214),
("dayminute", 2.409194828052304),
("thursday<part-of-day> of <time>", 4.894101477840304),
("Julyyear", 4.48863636973214),
("Octoberyear", 4.894101477840304),
("today/tomorrow/yesterday afternoonat <time-of-day>",
4.48863636973214),
("year<time> <part-of-day>", 4.894101477840304),
("today/tomorrow/yesterday afternoon<time-of-day> o'clock",
4.894101477840304),
("yearday", 4.48863636973214),
("absorption of , after named dayFebruary", 4.894101477840304),
("<day-of-month> (non ordinal) <named-month>about <time-of-day>",
4.894101477840304),
("after <time-of-day>year", 4.894101477840304),
("on a named-day<time-of-day> - <time-of-day> (interval)",
4.894101477840304),
("on <date>after <time-of-day>", 4.894101477840304),
("<day-of-month> (non ordinal) <named-month>year",
4.894101477840304)],
n = 61}}),
("<ordinal> <cycle> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.4849066497880004,
likelihoods =
HashMap.fromList
[("daymonth", 1.7047480922384253),
("ordinals (first..19th)week (grain)intersect",
1.7047480922384253),
("weekmonth", 1.2992829841302609),
("ordinals (first..19th)day (grain)October",
1.7047480922384253),
("ordinals (first..19th)week (grain)October",
1.7047480922384253)],
n = 3},
koData =
ClassData{prior = infinity, unseen = 1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("year (grain)",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.5649493574615367,
likelihoods = HashMap.fromList [("", 0.0)], n = 11},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("from <datetime> - <datetime> (interval)",
Classifier{okData =
ClassData{prior = 0.40546510810816444,
unseen = 2.995732273553991,
likelihoods =
HashMap.fromList
[("dd/mm/yyyydd/mm", 2.2512917986064953),
("minuteminute", 2.2512917986064953),
("time-of-day (latent)time-of-day (latent)",
2.2512917986064953),
("hh:mmhh:mm", 2.2512917986064953),
("dayday", 1.845826690498331),
("dd/mm/yyyydd/mm/yyyy", 2.2512917986064953),
("hourhour", 2.2512917986064953)],
n = 4},
koData =
ClassData{prior = 1.0986122886681098, unseen = 2.772588722239781,
likelihoods =
HashMap.fromList
[("dayhour", 2.0149030205422647),
("hh:mmtime-of-day (latent)", 2.0149030205422647),
("minutehour", 2.0149030205422647),
("dd/mm/yyyytime-of-day (latent)", 2.0149030205422647)],
n = 2}}),
("after tomorrow",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("next <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = 3.295836866004329,
likelihoods =
HashMap.fromList
[("week", 1.466337068793427),
("month (grain)", 2.5649493574615367),
("year (grain)", 2.159484249353372),
("week (grain)", 1.466337068793427),
("quarter", 2.5649493574615367), ("year", 2.159484249353372),
("month", 2.5649493574615367),
("quarter (grain)", 2.5649493574615367)],
n = 9},
koData =
ClassData{prior = infinity, unseen = 2.1972245773362196,
likelihoods = HashMap.fromList [], n = 0}}),
("from <time-of-day> - <time-of-day> (interval)",
Classifier{okData =
ClassData{prior = 0.5596157879354228, unseen = 2.70805020110221,
likelihoods =
HashMap.fromList
[("minuteminute", 1.252762968495368),
("time-of-day (latent)time-of-day (latent)",
1.9459101490553135),
("hh:mmhh:mm", 1.252762968495368),
("hourhour", 1.9459101490553135)],
n = 4},
koData =
ClassData{prior = 0.8472978603872037,
unseen = 2.5649493574615367,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", 1.0986122886681098),
("minutehour", 1.0986122886681098)],
n = 3}}),
("yyyy-mm-dd",
Classifier{okData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("year (latent)",
Classifier{okData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 1}}),
("couple",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("dd/mm/yyyy",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.3025850929940455,
likelihoods = HashMap.fromList [("", 0.0)], n = 8},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("yesterday",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<ordinal> quarter <year>",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.6094379124341003,
likelihoods =
HashMap.fromList
[("quarteryear", 0.6931471805599453),
("ordinal (digits)quarter (grain)year", 0.6931471805599453)],
n = 1},
koData =
ClassData{prior = infinity, unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("today/tomorrow/yesterday morning",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("after lunch",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("monday",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.70805020110221,
likelihoods = HashMap.fromList [("", 0.0)], n = 13},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("quarter to|till|before <integer> (hour-of-day)",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.6094379124341003,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", 0.6931471805599453),
("hour", 0.6931471805599453)],
n = 1},
koData =
ClassData{prior = infinity, unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Allerheiligen",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("nth <time> of <time>",
Classifier{okData =
ClassData{prior = 0.40546510810816444,
unseen = 3.044522437723423,
likelihoods =
HashMap.fromList
[("daymonth", 1.0498221244986778),
("ordinals (first..19th)sundayMay", 2.3025850929940455),
("ordinals (first..19th)tuesdayOctober", 2.3025850929940455),
("ordinals (first..19th)sundayJune", 2.3025850929940455),
("ordinals (first..19th)wednesdayintersect",
1.8971199848858813),
("ordinals (first..19th)tuesdayintersect",
2.3025850929940455)],
n = 6},
koData =
ClassData{prior = 1.0986122886681098, unseen = 2.70805020110221,
likelihoods =
HashMap.fromList
[("daymonth", 1.252762968495368),
("ordinals (first..19th)wednesdayOctober", 1.540445040947149),
("ordinals (first..19th)tuesdaySeptember",
1.9459101490553135)],
n = 3}}),
("the <day-of-month> (non ordinal)",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.3862943611198906,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 2},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("April",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("today/tomorrow/yesterday evening",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("week (grain)",
Classifier{okData =
ClassData{prior = 0.0, unseen = 3.2188758248682006,
likelihoods = HashMap.fromList [("", 0.0)], n = 23},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<part-of-day> of <time>",
Classifier{okData =
ClassData{prior = infinity, unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = 1.6094379124341003,
likelihoods =
HashMap.fromList
[("hourhour", 0.6931471805599453),
("morningtime-of-day (latent)", 0.6931471805599453)],
n = 1}}),
("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}}),
("now",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("number,number uur",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("this <part-of-day>",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.0794415416798357,
likelihoods =
HashMap.fromList
[("afternoon", 1.252762968495368),
("hour", 0.8472978603872037), ("evening", 1.252762968495368)],
n = 2},
koData =
ClassData{prior = infinity, unseen = 1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("<day-of-month>(ordinal) <named-month>",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.0794415416798357,
likelihoods =
HashMap.fromList
[("ordinal (digits)July", 1.252762968495368),
("ordinal (digits)February", 1.252762968495368),
("month", 0.8472978603872037)],
n = 2},
koData =
ClassData{prior = infinity, unseen = 1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("numbers prefix with -, negative or minus",
Classifier{okData =
ClassData{prior = infinity, unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = 3.1354942159291497,
likelihoods =
HashMap.fromList
[("integer (numeric)", 9.53101798043249e-2),
("fractional number", 2.3978952727983707)],
n = 20}}),
("new year's eve",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("tomorrow",
Classifier{okData =
ClassData{prior = 0.2876820724517809,
unseen = 2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = 1.3862943611198906,
unseen = 1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),
("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}}),
("friday",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.3025850929940455,
likelihoods = HashMap.fromList [("", 0.0)], n = 8},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("half to|till|before <integer> (hour-of-day)",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.5649493574615367,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", 0.6931471805599453),
("hour", 0.6931471805599453)],
n = 5},
koData =
ClassData{prior = infinity, unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("half an hour",
Classifier{okData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("fractional number",
Classifier{okData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = 2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6}}),
("June",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("afternoon",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.5649493574615367,
likelihoods = HashMap.fromList [("", 0.0)], n = 11},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("February",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.5649493574615367,
likelihoods = HashMap.fromList [("", 0.0)], n = 11},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("this <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = 3.1354942159291497,
likelihoods =
HashMap.fromList
[("week", 1.4816045409242156),
("year (grain)", 2.3978952727983707),
("week (grain)", 1.4816045409242156),
("day", 2.3978952727983707), ("quarter", 2.3978952727983707),
("year", 2.3978952727983707),
("quarter (grain)", 2.3978952727983707),
("day (grain)", 2.3978952727983707)],
n = 7},
koData =
ClassData{prior = infinity, unseen = 2.1972245773362196,
likelihoods = HashMap.fromList [], n = 0}}),
("minute (grain)",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.639057329615259,
likelihoods = HashMap.fromList [("", 0.0)], n = 12},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("night",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("sunday",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.3978952727983707,
likelihoods = HashMap.fromList [("", 0.0)], n = 9},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("about <time-of-day>",
Classifier{okData =
ClassData{prior = 0.0, unseen = 3.58351893845611,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clock", 1.4759065198095778),
("time-of-day (latent)", 1.4759065198095778),
("quarter after|past <integer> (hour-of-day)",
2.8622008809294686),
("hour", 0.8472978603872037), ("minute", 2.8622008809294686)],
n = 15},
koData =
ClassData{prior = infinity, unseen = 1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("time-of-day (latent)",
Classifier{okData =
ClassData{prior = 0.3925617032722565, unseen = 4.02535169073515,
likelihoods =
HashMap.fromList
[("integer (numeric)", 0.24613306953890846),
("integer (0..19)", 1.6094379124341003)],
n = 52},
koData =
ClassData{prior = 1.1249295969854831, unseen = 3.367295829986474,
likelihoods =
HashMap.fromList
[("integer (numeric)", 0.2411620568168881),
("integer (0..19)", 1.9459101490553135),
("couple", 2.639057329615259)],
n = 25}}),
("year",
Classifier{okData =
ClassData{prior = 0.19105523676270922,
unseen = 3.044522437723423,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 19},
koData =
ClassData{prior = 1.749199854809259, unseen = 1.791759469228055,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 4}}),
("last <day-of-week> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.3978952727983707,
likelihoods =
HashMap.fromList
[("daymonth", 0.916290731874155),
("sundayMarch", 1.6094379124341003),
("mondayMarch", 1.6094379124341003),
("sundayintersect", 1.6094379124341003)],
n = 3},
koData =
ClassData{prior = infinity, unseen = 1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("<integer> <unit-of-duration>",
Classifier{okData =
ClassData{prior = 1.207415148516909, unseen = 4.406719247264253,
likelihoods =
HashMap.fromList
[("week", 2.315007612992603),
("integer (0..19)year (grain)", 3.295836866004329),
("integer (numeric)day (grain)", 2.7850112422383386),
("couplehour (grain)", 3.7013019741124937),
("integer (0..19)second (grain) ", 3.7013019741124937),
("integer (0..19)hour (grain)", 3.0081547935525483),
("second", 3.7013019741124937),
("integer (numeric)year (grain)", 3.7013019741124937),
("day", 2.7850112422383386), ("year", 3.0081547935525483),
("integer (numeric)week (grain)", 3.295836866004329),
("integer (0..19)month (grain)", 3.7013019741124937),
("hour", 2.6026896854443837), ("month", 3.7013019741124937),
("integer (numeric)minute (grain)", 2.4485390056171257),
("integer (0..19)minute (grain)", 3.295836866004329),
("minute", 2.1972245773362196),
("integer (numeric)hour (grain)", 3.7013019741124937),
("integer (0..19)week (grain)", 2.6026896854443837)],
n = 29},
koData =
ClassData{prior = 0.3552032733272762, unseen = 5.075173815233827,
likelihoods =
HashMap.fromList
[("week", 3.6826098411003407),
("integer (0..19)year (grain)", 3.970291913552122),
("integer (numeric)day (grain)", 3.6826098411003407),
("integer (0..19)second (grain) ", 4.375757021660286),
("integer (0..19)hour (grain)", 2.871679624884012),
("second", 3.6826098411003407),
("integer (numeric)second (grain) ", 3.970291913552122),
("integer (numeric)year (grain)", 3.970291913552122),
("day", 3.2771447329921766), ("year", 3.459466289786131),
("integer (numeric)week (grain)", 3.970291913552122),
("integer (0..19)month (grain)", 3.970291913552122),
("hour", 1.2402628057311365), ("month", 3.459466289786131),
("integer (numeric)minute (grain)", 3.970291913552122),
("integer (0..19)minute (grain)", 3.970291913552122),
("integer (numeric)month (grain)", 3.970291913552122),
("minute", 3.459466289786131),
("coupleday (grain)", 4.375757021660286),
("integer (numeric)hour (grain)", 1.4313180424938456),
("integer (0..19)day (grain)", 4.375757021660286),
("integer (0..19)week (grain)", 4.375757021660286)],
n = 68}}),
("ordinals (first..19th)",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.5649493574615367,
likelihoods = HashMap.fromList [("", 0.0)], n = 11},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<time-of-day> am|pm",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.4849066497880004,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", 1.7047480922384253),
("hh:mm", 1.7047480922384253),
("until <time-of-day>", 1.7047480922384253),
("hour", 1.2992829841302609), ("minute", 1.7047480922384253)],
n = 3},
koData =
ClassData{prior = infinity, unseen = 1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("<duration> after <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.6094379124341003,
likelihoods =
HashMap.fromList
[("<integer> <unit-of-duration>christmas", 0.6931471805599453),
("yearday", 0.6931471805599453)],
n = 1},
koData =
ClassData{prior = infinity, unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("today/tomorrow/yesterday afternoon",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("hh:mm",
Classifier{okData =
ClassData{prior = 0.0, unseen = 3.6888794541139363,
likelihoods = HashMap.fromList [("", 0.0)], n = 38},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("quarter after|past <integer> (hour-of-day)",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.3025850929940455,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clock", 1.5040773967762742),
("time-of-day (latent)", 1.0986122886681098),
("hour", 0.8109302162163288)],
n = 3},
koData =
ClassData{prior = infinity, unseen = 1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("<duration> before <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.1972245773362196,
likelihoods =
HashMap.fromList
[("minuteminute", 1.3862943611198906),
("<integer> <unit-of-duration>time-of-day (latent)",
1.3862943611198906),
("minutehour", 1.3862943611198906),
("<integer> <unit-of-duration>half to|till|before <integer> (hour-of-day)",
1.3862943611198906)],
n = 2},
koData =
ClassData{prior = infinity, unseen = 1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("quarter of an hour",
Classifier{okData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("intersect by ','",
Classifier{okData =
ClassData{prior = 8.701137698962981e-2,
unseen = 3.5553480614894135,
likelihoods =
HashMap.fromList
[("wednesday<day-of-month> (non ordinal) <named-month>",
2.833213344056216),
("friday<day-of-month> (non ordinal) <named-month>",
2.833213344056216),
("dayday", 1.128465251817791), ("dayyear", 2.833213344056216),
("fridaydd/mm", 2.4277482359480516),
("fridaydd/mm/yyyy", 2.4277482359480516),
("fridayintersect", 2.833213344056216),
("sunday<named-month> <day-of-month> (non ordinal)",
2.833213344056216),
("monday<day-of-month> (non ordinal) <named-month>",
2.4277482359480516),
("<named-month> <day-of-month> (non ordinal)year",
2.833213344056216)],
n = 11},
koData =
ClassData{prior = 2.4849066497880004, unseen = 2.70805020110221,
likelihoods =
HashMap.fromList
[("daymonth", 1.9459101490553135),
("sundayFebruary", 1.9459101490553135)],
n = 1}}),
("second (grain) ",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("last <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.3025850929940455,
likelihoods =
HashMap.fromList
[("day", 0.8109302162163288), ("sunday", 1.5040773967762742),
("tuesday", 1.0986122886681098)],
n = 3},
koData =
ClassData{prior = infinity, unseen = 1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("EOM|End of month",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("March",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.1972245773362196,
likelihoods = HashMap.fromList [("", 0.0)], n = 7},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<day-of-month> (ordinal)",
Classifier{okData =
ClassData{prior = 1.3862943611198906,
unseen = 2.0794415416798357,
likelihoods =
HashMap.fromList
[("ordinals (first..19th)", 0.8472978603872037),
("ordinal (digits)", 0.5596157879354228)],
n = 5},
koData =
ClassData{prior = 0.2876820724517809, unseen = 2.890371757896165,
likelihoods =
HashMap.fromList
[("ordinals (first..19th)", 0.5306282510621704),
("ordinal (digits)", 0.8873031950009028)],
n = 15}}),
("until <time-of-day>",
Classifier{okData =
ClassData{prior = 0.40546510810816444,
unseen = 3.7376696182833684,
likelihoods =
HashMap.fromList
[("<time> <part-of-day>", 2.327277705584417),
("<time-of-day> o'clock", 2.1041341542702074),
("time-of-day (latent)", 1.9218125974762528),
("<time-of-day> am|pm", 3.0204248861443626),
("EOM|End of month", 3.0204248861443626),
("hour", 1.074514737089049), ("month", 3.0204248861443626)],
n = 14},
koData =
ClassData{prior = 1.0986122886681098, unseen = 3.332204510175204,
likelihoods =
HashMap.fromList
[("dd/mm", 2.6026896854443837),
("dd/mm/yyyy", 2.6026896854443837),
("half to|till|before <integer> (hour-of-day)",
2.1972245773362196),
("day", 2.1972245773362196), ("hh:mm", 1.9095425048844386),
("minute", 1.5040773967762742)],
n = 7}}),
("after <duration>",
Classifier{okData =
ClassData{prior = 0.10536051565782628,
unseen = 3.258096538021482,
likelihoods =
HashMap.fromList
[("week", 2.120263536200091), ("second", 2.5257286443082556),
("day", 2.5257286443082556),
("<integer> <unit-of-duration>", 1.0216512475319814),
("hour", 1.8325814637483102), ("minute", 2.120263536200091),
("<integer> kwartier", 2.5257286443082556)],
n = 9},
koData =
ClassData{prior = 2.3025850929940455,
unseen = 2.3025850929940455,
likelihoods =
HashMap.fromList
[("<integer> <unit-of-duration>", 1.5040773967762742),
("hour", 1.5040773967762742)],
n = 1}}),
("evening",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("decimal number",
Classifier{okData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("<time-of-day> until",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.6094379124341003,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clock", 0.6931471805599453),
("hour", 0.6931471805599453)],
n = 1},
koData =
ClassData{prior = infinity, unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("next <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.639057329615259,
likelihoods =
HashMap.fromList
[("wednesday", 1.8718021769015913),
("monday", 1.466337068793427), ("day", 1.1786549963416462),
("hour", 1.8718021769015913),
("week-end", 1.8718021769015913)],
n = 4},
koData =
ClassData{prior = infinity, unseen = 1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("last <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.70805020110221,
likelihoods =
HashMap.fromList
[("week", 1.540445040947149),
("month (grain)", 1.9459101490553135),
("year (grain)", 1.9459101490553135),
("week (grain)", 1.540445040947149),
("year", 1.9459101490553135), ("month", 1.9459101490553135)],
n = 4},
koData =
ClassData{prior = infinity, unseen = 1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0}}),
("christmas",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("new year's day",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Sinterklaas",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("next n <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = 3.828641396489095,
likelihoods =
HashMap.fromList
[("week", 3.1135153092103742),
("integer (0..19)year (grain)", 3.1135153092103742),
("integer (numeric)day (grain)", 3.1135153092103742),
("integer (0..19)second (grain) ", 3.1135153092103742),
("second", 3.1135153092103742),
("integer (numeric)year (grain)", 3.1135153092103742),
("day", 2.4203681286504293), ("year", 2.70805020110221),
("integer (numeric)week (grain)", 3.1135153092103742),
("integer (0..19)month (grain)", 3.1135153092103742),
("hour", 2.70805020110221), ("month", 2.70805020110221),
("integer (numeric)minute (grain)", 3.1135153092103742),
("integer (0..19)minute (grain)", 3.1135153092103742),
("integer (numeric)month (grain)", 3.1135153092103742),
("minute", 2.70805020110221),
("coupleday (grain)", 3.1135153092103742),
("integer (numeric)hour (grain)", 2.70805020110221),
("integer (0..19)day (grain)", 3.1135153092103742)],
n = 13},
koData =
ClassData{prior = infinity, unseen = 2.995732273553991,
likelihoods = HashMap.fromList [], n = 0}}),
("tuesday",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.4849066497880004,
likelihoods = HashMap.fromList [("", 0.0)], n = 10},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("about|exactly <duration>",
Classifier{okData =
ClassData{prior = infinity, unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = 1.6094379124341003,
likelihoods =
HashMap.fromList
[("<integer> <unit-of-duration>", 0.6931471805599453),
("hour", 0.6931471805599453)],
n = 1}}),
("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 = 1.791759469228055,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = 2.890371757896165,
likelihoods =
HashMap.fromList
[("half to|till|before <integer> (hour-of-day)",
1.7346010553881064),
("time-of-day (latent)", 1.4469189829363254),
("hh:mm", 2.1400661634962708), ("hour", 1.4469189829363254),
("minute", 1.4469189829363254)],
n = 6}}),
("in <duration>",
Classifier{okData =
ClassData{prior = 4.652001563489282e-2,
unseen = 3.970291913552122,
likelihoods =
HashMap.fromList
[("week", 2.5649493574615367), ("second", 3.258096538021482),
("number,number uur", 3.258096538021482),
("day", 2.8526314299133175), ("year", 3.258096538021482),
("<integer> <unit-of-duration>", 1.006804739414987),
("hour", 2.159484249353372),
("<integer> and an half hour", 3.258096538021482),
("minute", 1.6486586255873816),
("<integer> kwartier", 3.258096538021482)],
n = 21},
koData =
ClassData{prior = 3.0910424533583156,
unseen = 2.5649493574615367,
likelihoods =
HashMap.fromList
[("<integer> <unit-of-duration>", 1.791759469228055),
("hour", 1.791759469228055)],
n = 1}}),
("<datetime> - <datetime> (interval)",
Classifier{okData =
ClassData{prior = 0.2076393647782445,
unseen = 3.6375861597263857,
likelihoods =
HashMap.fromList
[("intersecthh:mm", 2.001480000210124),
("on <date>hh:mm", 2.917770732084279),
("at <time-of-day>hh:mm", 2.917770732084279),
("minuteminute", 1.213022639845854),
("hh:mmhh:mm", 2.001480000210124),
("dayday", 2.2246235515243336),
("<named-month> <day-of-month> (non ordinal)<named-month> <day-of-month> (non ordinal)",
2.512305623976115),
("dd/mmdd/mm", 2.917770732084279)],
n = 13},
koData =
ClassData{prior = 1.6739764335716716, unseen = 2.890371757896165,
likelihoods =
HashMap.fromList
[("<named-month> <day-of-month> (non ordinal)July",
2.1400661634962708),
("daymonth", 1.7346010553881064),
("minuteminute", 2.1400661634962708),
("hh:mmhh:mm", 2.1400661634962708),
("<named-month> <day-of-month> (non ordinal)August",
2.1400661634962708)],
n = 3}}),
("<integer> and an half hour",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [("integer (0..19)", 0.0)], n = 1},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("relative minutes to|till|before|after <integer> (time-of-day)",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.4849066497880004,
likelihoods =
HashMap.fromList
[("hour", 1.2992829841302609),
("integer (numeric)half to|till|before <integer> (hour-of-day)",
1.7047480922384253),
("integer (numeric)time-of-day (latent)", 1.7047480922384253),
("integer (20..90)time-of-day (latent)", 1.7047480922384253),
("minute", 1.7047480922384253)],
n = 3},
koData =
ClassData{prior = infinity, unseen = 1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("<time-of-day> - <time-of-day> (interval)",
Classifier{okData =
ClassData{prior = 0.9808292530117262,
unseen = 2.9444389791664407,
likelihoods =
HashMap.fromList
[("at <time-of-day>hh:mm", 2.1972245773362196),
("minuteminute", 0.9444616088408514),
("hh:mmhh:mm", 1.0986122886681098)],
n = 6},
koData =
ClassData{prior = 0.4700036292457356, unseen = 3.295836866004329,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", 1.1786549963416462),
("minuteminute", 2.159484249353372),
("hh:mmhh:mm", 2.159484249353372),
("minutehour", 1.0608719606852628),
("at <time-of-day>time-of-day (latent)", 2.5649493574615367)],
n = 10}}),
("winter",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("last n <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = 3.713572066704308,
likelihoods =
HashMap.fromList
[("week", 2.5902671654458267),
("integer (0..19)year (grain)", 2.995732273553991),
("integer (numeric)day (grain)", 2.5902671654458267),
("second", 2.5902671654458267),
("integer (numeric)second (grain) ", 2.5902671654458267),
("integer (numeric)year (grain)", 2.995732273553991),
("day", 2.5902671654458267), ("year", 2.5902671654458267),
("integer (numeric)week (grain)", 2.995732273553991),
("integer (0..19)month (grain)", 2.995732273553991),
("month", 2.5902671654458267),
("integer (numeric)minute (grain)", 2.995732273553991),
("integer (0..19)minute (grain)", 2.995732273553991),
("integer (numeric)month (grain)", 2.995732273553991),
("minute", 2.5902671654458267),
("integer (0..19)week (grain)", 2.995732273553991)],
n = 12},
koData =
ClassData{prior = infinity, unseen = 2.833213344056216,
likelihoods = HashMap.fromList [], n = 0}}),
("nth <time> after <time>",
Classifier{okData =
ClassData{prior = 0.6931471805599453, unseen = 1.791759469228055,
likelihoods =
HashMap.fromList
[("dayday", 0.916290731874155),
("ordinals (first..19th)tuesdayintersect", 0.916290731874155)],
n = 1},
koData =
ClassData{prior = 0.6931471805599453, unseen = 1.791759469228055,
likelihoods =
HashMap.fromList
[("ordinals (first..19th)tuesdaychristmas", 0.916290731874155),
("dayday", 0.916290731874155)],
n = 1}}),
("<named-month> <day-of-month> (non ordinal)",
Classifier{okData =
ClassData{prior = 0.0, unseen = 3.1780538303479458,
likelihoods =
HashMap.fromList
[("Augustinteger (numeric)", 1.749199854809259),
("Aprilinteger (numeric)", 2.4423470353692043),
("month", 0.832909122935104),
("Februaryinteger (numeric)", 1.749199854809259),
("Julyinteger (numeric)", 2.03688192726104)],
n = 9},
koData =
ClassData{prior = infinity, unseen = 1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("<day-of-month> (non ordinal) <named-month>",
Classifier{okData =
ClassData{prior = 0.3448404862917295,
unseen = 3.7612001156935624,
likelihoods =
HashMap.fromList
[("integer (numeric)September", 2.639057329615259),
("integer (numeric)April", 2.639057329615259),
("integer (numeric)August", 3.044522437723423),
("integer (numeric)February", 1.6582280766035324),
("month", 0.8472978603872037),
("integer (numeric)July", 2.639057329615259),
("integer (numeric)March", 2.3513752571634776)],
n = 17},
koData =
ClassData{prior = 1.2321436812926323,
unseen = 3.1354942159291497,
likelihoods =
HashMap.fromList
[("integer (numeric)August", 2.3978952727983707),
("month", 1.0116009116784799),
("integer (numeric)October", 2.3978952727983707),
("integer (numeric)July", 1.2992829841302609)],
n = 7}}),
("this|next <day-of-week>",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.639057329615259,
likelihoods =
HashMap.fromList
[("wednesday", 1.8718021769015913),
("monday", 0.9555114450274363), ("day", 0.7731898882334817)],
n = 5},
koData =
ClassData{prior = infinity, unseen = 1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("<time-of-day> after",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.6094379124341003,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clock", 0.6931471805599453),
("hour", 0.6931471805599453)],
n = 1},
koData =
ClassData{prior = infinity, unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("ordinal (digits)",
Classifier{okData =
ClassData{prior = 0.8109302162163288, unseen = 1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = 0.587786664902119, unseen = 1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5}}),
("quarter (grain)",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("last <cycle> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.70805020110221,
likelihoods =
HashMap.fromList
[("day (grain)October", 1.9459101490553135),
("daymonth", 1.540445040947149),
("day (grain)intersect", 1.9459101490553135),
("weekmonth", 1.540445040947149),
("week (grain)intersect", 1.9459101490553135),
("week (grain)September", 1.9459101490553135)],
n = 4},
koData =
ClassData{prior = infinity, unseen = 1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0}}),
("<day-of-month>(ordinal) <named-month> year",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.6094379124341003,
likelihoods =
HashMap.fromList
[("ordinal (digits)July", 0.6931471805599453),
("month", 0.6931471805599453)],
n = 1},
koData =
ClassData{prior = infinity, unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("morning",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.5649493574615367,
likelihoods = HashMap.fromList [("", 0.0)], n = 11},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("week-end",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("after <time-of-day>",
Classifier{okData =
ClassData{prior = 0.587786664902119, unseen = 2.995732273553991,
likelihoods =
HashMap.fromList
[("at <time-of-day>", 1.845826690498331),
("<time-of-day> o'clock", 1.845826690498331),
("time-of-day (latent)", 2.2512917986064953),
("hour", 1.1526795099383855)],
n = 5},
koData =
ClassData{prior = 0.8109302162163288, unseen = 2.890371757896165,
likelihoods =
HashMap.fromList
[("intersect", 2.1400661634962708),
("day", 1.4469189829363254), ("hh:mm", 2.1400661634962708),
("christmas", 1.7346010553881064),
("minute", 2.1400661634962708)],
n = 4}}),
("day (grain)",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.639057329615259,
likelihoods = HashMap.fromList [("", 0.0)], n = 12},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<month> dd-dd (interval)",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.639057329615259,
likelihoods =
HashMap.fromList
[("October", 1.8718021769015913), ("July", 0.9555114450274363),
("month", 0.7731898882334817)],
n = 5},
koData =
ClassData{prior = infinity, unseen = 1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("Dutch King 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}}),
("summer",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<hour-of-day> <integer> (as relative minutes)",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.890371757896165,
likelihoods =
HashMap.fromList
[("hour", 0.7537718023763802),
("at <time-of-day>integer (numeric)", 2.1400661634962708),
("<time-of-day> o'clockinteger (numeric)",
0.8873031950009028)],
n = 7},
koData =
ClassData{prior = infinity, unseen = 1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("<integer> kwartier",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [("integer (0..19)", 0.0)], n = 1},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("this <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.4849066497880004,
likelihoods =
HashMap.fromList
[("day", 1.2992829841302609), ("hour", 1.7047480922384253),
("winter", 1.7047480922384253),
("week-end", 1.7047480922384253),
("summer", 1.7047480922384253)],
n = 3},
koData =
ClassData{prior = infinity, unseen = 1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("within <duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.6094379124341003,
likelihoods =
HashMap.fromList
[("week", 0.6931471805599453),
("<integer> <unit-of-duration>", 0.6931471805599453)],
n = 1},
koData =
ClassData{prior = infinity, unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("before yesterday",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("August",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}})]