Duckling/Ranking/Classifiers/EN

-- Copyright (c) 2016-present, Facebook, Inc. -- All rights reserved. -- -- This source code is licensed under the BSD-style license found in the -- LICENSE file in the root directory of this source tree. An additional grant -- of patent rights can be found in the PATENTS file in the same directory. ----------------------------------------------------------------- -- Auto-generated by regenClassifiers -- -- DO NOT EDIT UNLESS YOU ARE SURE THAT YOU KNOW WHAT YOU ARE DOING -- @generated ----------------------------------------------------------------- {-# LANGUAGE OverloadedStrings #-} module Duckling.Ranking.Classifiers.EN_US (classifiers) where import Data.String import Prelude import qualified Data.HashMap.Strict as HashMap import Duckling.Ranking.Types classifiers :: Classifiers classifiers = HashMap.fromList [("Military Spouse Day", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Bhai Dooj", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("<integer> to|till|before <hour-of-day>", Classifier{okData = ClassData{prior = -2.5649493574615367, unseen = -1.791759469228055, likelihoods = HashMap.fromList [("integer (numeric)noon|midnight|EOD|end of day", -0.916290731874155), ("hour", -0.916290731874155)], n = 1}, koData = ClassData{prior = -8.004270767353637e-2, unseen = -3.332204510175204, likelihoods = HashMap.fromList [("hour", -0.7308875085427924), ("integer (numeric)time-of-day (latent)", -0.7308875085427924)], n = 12}}), ("week", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("<time> timezone", Classifier{okData = ClassData{prior = -9.237332013101517e-2, unseen = -4.23410650459726, likelihoods = HashMap.fromList [("at <time-of-day>", -2.4277482359480516), ("hhhmm", -1.65455834771457), ("<time-of-day> am|pm", -2.0222831278398874), ("hh:mm", -2.2735975561207935), ("hour", -1.821612432377736), ("minute", -1.128465251817791)], n = 31}, koData = ClassData{prior = -2.4277482359480516, unseen = -2.5649493574615367, likelihoods = HashMap.fromList [("hhhmm", -1.3862943611198906), ("hh:mm", -1.791759469228055), ("minute", -1.0986122886681098)], n = 3}}), ("Thursday", Classifier{okData = ClassData{prior = -7.79615414697118e-2, unseen = -3.6635616461296463, likelihoods = HashMap.fromList [("", 0.0)], n = 37}, koData = ClassData{prior = -2.5902671654458267, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("", 0.0)], n = 3}}), ("integer (numeric)", Classifier{okData = ClassData{prior = -0.5300783472814723, unseen = -6.285998094508865, likelihoods = HashMap.fromList [("", 0.0)], n = 535}, koData = ClassData{prior = -0.8880892967629469, unseen = -5.929589143389895, likelihoods = HashMap.fromList [("", 0.0)], n = 374}}), ("<year> (bc|ad)", Classifier{okData = ClassData{prior = 0.0, unseen = -1.9459101490553135, likelihoods = HashMap.fromList [("integer (numeric)", 0.0)], n = 5}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("the nth <day-of-week> of <month-or-greater>", Classifier{okData = ClassData{prior = 0.0, unseen = -2.5649493574615367, likelihoods = HashMap.fromList [("daymonth", -1.0986122886681098), ("dayyear", -1.791759469228055), ("ordinals (first..twentieth,thirtieth,...)Mondaythis|last|next <cycle>", -1.0986122886681098), ("ordinals (first..twentieth,thirtieth,...)Sundayyear (latent)", -1.791759469228055)], n = 4}, koData = ClassData{prior = -infinity, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [], n = 0}}), ("<duration> hence|ago", Classifier{okData = ClassData{prior = -0.10008345855698253, unseen = -3.828641396489095, likelihoods = HashMap.fromList [("week", -1.6094379124341003), ("day", -1.8607523407150064), ("year", -2.4203681286504293), ("<integer> <unit-of-duration>", -1.0340737675305385), ("a <unit-of-duration>", -2.70805020110221), ("month", -2.70805020110221), ("fortnight", -2.70805020110221)], n = 19}, koData = ClassData{prior = -2.3513752571634776, unseen = -2.4849066497880004, likelihoods = HashMap.fromList [("year", -1.2992829841302609), ("<integer> <unit-of-duration>", -1.2992829841302609)], n = 2}}), ("noon|midnight|EOD|end of day", Classifier{okData = ClassData{prior = 0.0, unseen = -2.3978952727983707, likelihoods = HashMap.fromList [("", 0.0)], n = 9}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("quarter to|till|before <hour-of-day>", Classifier{okData = ClassData{prior = 0.0, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("noon|midnight|EOD|end of day", -0.6931471805599453), ("hour", -0.6931471805599453)], n = 1}, koData = ClassData{prior = -infinity, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [], n = 0}}), ("Karva Chauth", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Father's Day", Classifier{okData = ClassData{prior = 0.0, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("", 0.0)], n = 3}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("<cycle> after|before <time>", Classifier{okData = ClassData{prior = -0.6931471805599453, unseen = -2.833213344056216, likelihoods = HashMap.fromList [("day (grain)tomorrow", -1.6739764335716716), ("dayday", -1.1631508098056809), ("day (grain)yesterday", -1.6739764335716716)], n = 4}, koData = ClassData{prior = -0.6931471805599453, unseen = -2.833213344056216, likelihoods = HashMap.fromList [("dayhour", -1.6739764335716716), ("year (grain)Christmas", -2.0794415416798357), ("dayday", -2.0794415416798357), ("day (grain)intersect", -1.6739764335716716), ("day (grain)Easter Sunday", -2.0794415416798357), ("yearday", -2.0794415416798357)], n = 4}}), ("Easter Monday", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Navaratri", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Martin Luther King's Day", Classifier{okData = ClassData{prior = 0.0, unseen = -2.4849066497880004, likelihoods = HashMap.fromList [("", 0.0)], n = 10}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("integer (20..90)", Classifier{okData = ClassData{prior = 0.0, unseen = -2.1972245773362196, likelihoods = HashMap.fromList [("", 0.0)], n = 7}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Shemini Atzeret", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("in <duration> at <time-of-day>", Classifier{okData = ClassData{prior = -0.6931471805599453, unseen = -2.1972245773362196, likelihoods = HashMap.fromList [("dayhour", -1.3862943611198906), ("yearhour", -1.3862943611198906), ("<integer> <unit-of-duration><time-of-day> am|pm", -0.9808292530117262)], n = 2}, koData = ClassData{prior = -0.6931471805599453, unseen = -2.1972245773362196, likelihoods = HashMap.fromList [("dayhour", -1.3862943611198906), ("yearhour", -1.3862943611198906), ("<integer> <unit-of-duration>time-of-day (latent)", -0.9808292530117262)], n = 2}}), ("Maha Shivaratri", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Ramadan", Classifier{okData = ClassData{prior = 0.0, unseen = -2.0794415416798357, likelihoods = HashMap.fromList [("", 0.0)], n = 6}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Lazarus Saturday", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("intersect 2 numbers", Classifier{okData = ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055, likelihoods = HashMap.fromList [("compose by multiplicationinteger (0..19)", -0.2231435513142097)], n = 3}, koData = ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055, likelihoods = HashMap.fromList [("powers of tensinteger (0..19)", -0.2231435513142097)], n = 3}}), ("mm/yyyy", Classifier{okData = ClassData{prior = -0.6931471805599453, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -0.6931471805599453, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}}), ("from|since|after <time>", Classifier{okData = ClassData{prior = -1.6945957207744071, unseen = -4.51085950651685, likelihoods = HashMap.fromList [("<day-of-month> (ordinal or number) <named-month>", -3.8066624897703196), ("July", -3.8066624897703196), ("intersect", -3.8066624897703196), ("year (latent)", -3.4011973816621555), ("day", -2.4203681286504293), ("the <day-of-month> (ordinal)", -3.4011973816621555), ("the <day-of-month> (number)", -3.8066624897703196), ("time-of-day (latent)", -2.5538995212749516), ("year", -3.4011973816621555), ("<time-of-day> am|pm", -2.5538995212749516), ("hh:mm", -2.890371757896165), ("<day-of-month> (ordinal)", -3.4011973816621555), ("hour", -1.9348603128687285), ("month", -3.4011973816621555), ("minute", -2.890371757896165), ("August", -3.8066624897703196)], n = 27}, koData = ClassData{prior = -0.2029408439966903, unseen = -5.6240175061873385, likelihoods = HashMap.fromList [("<integer> to|till|before <hour-of-day>", -4.01096295328305), ("week", -4.927253685157205), ("<day-of-month> (ordinal or number) <named-month>", -4.927253685157205), ("today", -4.927253685157205), ("intersect", -3.2225055929187794), ("year (latent)", -4.927253685157205), ("<time> for <duration>", -4.23410650459726), ("second", -4.927253685157205), ("now", -3.317815772723104), ("tomorrow", -4.5217885770490405), ("this|last|next <cycle>", -4.5217885770490405), ("day", -1.8137383759468302), ("the <day-of-month> (ordinal)", -4.5217885770490405), ("the <day-of-month> (number)", -3.5409593240373143), ("time-of-day (latent)", -2.4849066497880004), ("year", -4.5217885770490405), ("<time-of-day> am|pm", -4.23410650459726), ("hh:mm", -4.5217885770490405), ("nograin", -3.317815772723104), ("intersect by \",\", \"of\", \"from\", \"'s\"", -4.5217885770490405), ("<named-month>|<named-day> <day-of-month> (ordinal)", -4.927253685157205), ("<day-of-month> (ordinal)", -3.828641396489095), ("Easter Sunday", -4.927253685157205), ("Christmas", -4.23410650459726), ("hour", -2.324563999712821), ("month", -4.927253685157205), ("<datetime> - <datetime> (interval)", -2.7300291078209855), ("<time-of-day> - <time-of-day> (interval)", -2.981343536101891), ("<named-month> <day-of-month> (non ordinal)", -4.5217885770490405), ("minute", -2.0094829530729257), ("right now", -4.927253685157205), ("<month> dd-dd (interval)", -4.23410650459726), ("part of days", -4.927253685157205), ("dd-dd <month> (interval)", -4.5217885770490405)], n = 120}}), ("integer after|past <hour-of-day>", Classifier{okData = ClassData{prior = 0.0, unseen = -2.5649493574615367, likelihoods = HashMap.fromList [("integer (numeric)noon|midnight|EOD|end of day", -1.791759469228055), ("hour", -0.8754687373538999), ("integer (numeric)time-of-day (latent)", -1.3862943611198906), ("integer (20..90)time-of-day (latent)", -1.791759469228055)], n = 4}, koData = ClassData{prior = -infinity, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [], n = 0}}), ("<ordinal> last <cycle> of <time>", Classifier{okData = ClassData{prior = 0.0, unseen = -3.4011973816621555, likelihoods = HashMap.fromList [("ordinals (first..twentieth,thirtieth,...)week (grain)year (latent)", -2.268683541318364), ("daymonth", -2.268683541318364), ("ordinal (digits)day (grain)May", -2.6741486494265287), ("ordinals (first..twentieth,thirtieth,...)week (grain)intersect", -2.6741486494265287), ("weekmonth", -1.7578579175523736), ("ordinal (digits)week (grain)October", -2.6741486494265287), ("ordinal (digits)week (grain)intersect", -2.6741486494265287), ("ordinal (digits)week (grain)year (latent)", -2.6741486494265287), ("weekyear", -1.9810014688665833), ("ordinals (first..twentieth,thirtieth,...)week (grain)October", -2.6741486494265287), ("ordinals (first..twentieth,thirtieth,...)day (grain)May", -2.6741486494265287)], n = 9}, koData = ClassData{prior = -infinity, unseen = -2.4849066497880004, likelihoods = HashMap.fromList [], n = 0}}), ("Yom HaShoah", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("<day-of-month> (ordinal or number) <named-month>", Classifier{okData = ClassData{prior = -1.1631508098056809, unseen = -3.044522437723423, likelihoods = HashMap.fromList [("ordinal (digits)December", -1.6094379124341003), ("ordinal (digits)February", -2.3025850929940455), ("integer (numeric)April", -2.3025850929940455), ("month", -1.2039728043259361)], n = 5}, koData = ClassData{prior = -0.3746934494414107, unseen = -3.4965075614664802, likelihoods = HashMap.fromList [("ordinal (digits)October", -2.772588722239781), ("ordinal (digits)July", -2.0794415416798357), ("integer (numeric)September", -2.367123614131617), ("ordinal (digits)August", -2.772588722239781), ("ordinal (digits)April", -2.772588722239781), ("month", -0.9808292530117262), ("integer (numeric)July", -2.0794415416798357)], n = 11}}), ("<time> <part-of-day>", Classifier{okData = ClassData{prior = -0.19105523676270922, unseen = -4.6443908991413725, likelihoods = HashMap.fromList [("<day-of-month> (ordinal)in|during the <part-of-day>", -3.9415818076696905), ("dayhour", -1.499234772300486), ("Mondayearly morning", -3.536116699561526), ("time-of-day (latent)tonight", -3.536116699561526), ("hourhour", -2.236833715431265), ("<time-of-day> o'clockin|during the <part-of-day>", -3.9415818076696905), ("todaypart of days", -3.9415818076696905), ("minutehour", -2.6888188391743224), ("at <time-of-day>in|during the <part-of-day>", -3.536116699561526), ("time-of-day (latent)this <part-of-day>", -3.9415818076696905), ("Mondayin|during the <part-of-day>", -3.9415818076696905), ("intersectpart of days", -3.0252910757955354), ("Saturdaypart of days", -3.9415818076696905), ("intersectin|during the <part-of-day>", -3.9415818076696905), ("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>", -3.9415818076696905), ("the <day-of-month> (ordinal)in|during the <part-of-day>", -3.9415818076696905), ("tomorrowpart of days", -2.33214389523559), ("hh:mmin|during the <part-of-day>", -3.0252910757955354), ("time-of-day (latent)in|during the <part-of-day>", -3.9415818076696905), ("hhmm (latent)in|during the <part-of-day>", -3.9415818076696905), ("yesterdaypart of days", -3.536116699561526), ("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>", -3.9415818076696905), ("Mondaypart of days", -3.9415818076696905)], n = 38}, koData = ClassData{prior = -1.749199854809259, unseen = -3.784189633918261, likelihoods = HashMap.fromList [("dayhour", -3.068052935133617), ("yearhour", -3.068052935133617), ("monthhour", -3.068052935133617), ("hourhour", -1.9694406464655074), ("at <time-of-day>in|during the <part-of-day>", -3.068052935133617), ("year (latent)in|during the <part-of-day>", -3.068052935133617), ("Februaryin|during the <part-of-day>", -3.068052935133617), ("tomorrowpart of days", -3.068052935133617), ("time-of-day (latent)in|during the <part-of-day>", -2.151762203259462)], n = 8}}), ("Cyber Monday", Classifier{okData = ClassData{prior = 0.0, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("", 0.0)], n = 3}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("today", Classifier{okData = ClassData{prior = 0.0, unseen = -2.3978952727983707, likelihoods = HashMap.fromList [("", 0.0)], n = 9}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("mm/dd", Classifier{okData = ClassData{prior = -1.4271163556401458, unseen = -2.0794415416798357, likelihoods = HashMap.fromList [("", 0.0)], n = 6}, koData = ClassData{prior = -0.2744368457017603, unseen = -3.044522437723423, likelihoods = HashMap.fromList [("", 0.0)], n = 19}}), ("at <time-of-day>", Classifier{okData = ClassData{prior = -0.2336148511815052, unseen = -5.327876168789581, likelihoods = HashMap.fromList [("<time> timezone", -3.9367156180185177), ("noon|midnight|EOD|end of day", -4.2243976904702984), ("integer after|past <hour-of-day>", -3.9367156180185177), ("<time-of-day> o'clock", -4.629862798578463), ("half after|past <hour-of-day>", -4.629862798578463), ("hhhmm", -3.713572066704308), ("<hour-of-day> <integer>", -3.9367156180185177), ("time-of-day (latent)", -1.6594483330087617), ("hhmm (latent)", -3.9367156180185177), ("<time-of-day> am|pm", -1.9908054689632042), ("hh:mm", -3.2435684374585723), ("about|exactly <time-of-day>", -4.2243976904702984), ("hour", -1.1333552371119826), ("<time-of-day> sharp|exactly", -4.629862798578463), ("minute", -1.889022774653262)], n = 95}, koData = ClassData{prior = -1.5686159179138452, unseen = -4.189654742026425, likelihoods = HashMap.fromList [("time-of-day (latent)", -0.9963334395476915), ("<time-of-day> am|pm", -3.0757749812275272), ("hour", -0.916290731874155)], n = 25}}), ("December", Classifier{okData = ClassData{prior = 0.0, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("", 0.0)], n = 3}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("absorption of , after named day", Classifier{okData = ClassData{prior = 0.0, unseen = -3.58351893845611, likelihoods = HashMap.fromList [("Wednesday", -2.8622008809294686), ("Saturday", -2.8622008809294686), ("Monday", -2.456735772821304), ("Friday", -1.6094379124341003), ("day", -0.8472978603872037), ("Sunday", -2.8622008809294686), ("on <day>", -2.169053700369523)], n = 14}, koData = ClassData{prior = -infinity, unseen = -2.0794415416798357, likelihoods = HashMap.fromList [], n = 0}}), ("September", Classifier{okData = ClassData{prior = 0.0, unseen = -2.1972245773362196, likelihoods = HashMap.fromList [("", 0.0)], n = 7}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("tonight", Classifier{okData = ClassData{prior = 0.0, unseen = -2.4849066497880004, likelihoods = HashMap.fromList [("", 0.0)], n = 10}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("last|past|next <duration>", Classifier{okData = ClassData{prior = -3.17486983145803e-2, unseen = -4.2626798770413155, likelihoods = HashMap.fromList [("week", -2.456735772821304), ("second", -2.639057329615259), ("day", -2.3025850929940455), ("year", -2.639057329615259), ("<integer> <unit-of-duration>", -0.7827593392496325), ("hour", -2.639057329615259), ("month", -2.639057329615259), ("minute", -2.639057329615259)], n = 31}, koData = ClassData{prior = -3.4657359027997265, unseen = -2.3978952727983707, likelihoods = HashMap.fromList [("<integer> <unit-of-duration>", -1.6094379124341003), ("hour", -1.6094379124341003)], n = 1}}), ("the ides of <named-month>", Classifier{okData = ClassData{prior = 0.0, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("March", -0.6931471805599453), ("month", -0.6931471805599453)], n = 1}, koData = ClassData{prior = -infinity, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [], n = 0}}), ("the <day-of-month> (ordinal or number) of <named-month>", Classifier{okData = ClassData{prior = -0.7621400520468967, unseen = -3.044522437723423, likelihoods = HashMap.fromList [("ordinals (first..twentieth,thirtieth,...)March", -1.6094379124341003), ("ordinal (digits)February", -1.8971199848858813), ("month", -0.916290731874155), ("ordinal (digits)March", -1.8971199848858813)], n = 7}, koData = ClassData{prior = -0.6286086594223742, unseen = -3.1354942159291497, likelihoods = HashMap.fromList [("ordinal (digits)July", -1.4816045409242156), ("month", -0.8938178760220964), ("integer (numeric)July", -1.4816045409242156)], n = 8}}), ("integer (0..19)", Classifier{okData = ClassData{prior = -1.1834457647002796e-2, unseen = -4.454347296253507, likelihoods = HashMap.fromList [("", 0.0)], n = 84}, koData = ClassData{prior = -4.442651256490317, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}}), ("in|during <named-month>|year", Classifier{okData = ClassData{prior = -0.262364264467491, unseen = -3.8501476017100584, likelihoods = HashMap.fromList [("<year> (bc|ad)", -2.03688192726104), ("October", -3.1354942159291497), ("year (latent)", -1.2636920390275583), ("year", -0.9382696385929302), ("March", -2.7300291078209855), ("month", -2.4423470353692043)], n = 20}, koData = ClassData{prior = -1.466337068793427, unseen = -2.9444389791664407, likelihoods = HashMap.fromList [("October", -1.5040773967762742), ("year (latent)", -1.5040773967762742), ("year", -1.5040773967762742), ("month", -1.5040773967762742)], n = 6}}), ("<part-of-day> at <time-of-day>", Classifier{okData = ClassData{prior = -8.223809823697212e-2, unseen = -4.406719247264253, likelihoods = HashMap.fromList [("this <part-of-day>hh:mm", -3.7013019741124937), ("tonighthh:mm", -3.7013019741124937), ("hourhour", -0.8979415932059586), ("hourminute", -3.0081547935525483), ("in|during the <part-of-day>time-of-day (latent)", -3.7013019741124937), ("this <part-of-day>time-of-day (latent)", -1.9965538818740682), ("early morningtime-of-day (latent)", -3.7013019741124937), ("tonight<time-of-day> o'clock", -3.7013019741124937), ("tonighttime-of-day (latent)", -2.7850112422383386), ("part of dayshh:mm", -3.7013019741124937), ("part of daystime-of-day (latent)", -1.6218604324326575)], n = 35}, koData = ClassData{prior = -2.538973871058276, unseen = -2.890371757896165, likelihoods = HashMap.fromList [("hourhour", -1.4469189829363254), ("this <part-of-day>time-of-day (latent)", -2.1400661634962708), ("tonighttime-of-day (latent)", -2.1400661634962708), ("part of daystime-of-day (latent)", -2.1400661634962708)], n = 3}}), ("between <time-of-day> and <time-of-day> (interval)", Classifier{okData = ClassData{prior = -0.40546510810816444, unseen = -2.833213344056216, likelihoods = HashMap.fromList [("minuteminute", -1.6739764335716716), ("hh:mmhh:mm", -2.0794415416798357), ("<time-of-day> am|pmtime-of-day (latent)", -2.0794415416798357), ("hhhmmhhhmm", -2.0794415416798357), ("minutehour", -1.6739764335716716), ("<time-of-day> am|pm<time-of-day> am|pm", -2.0794415416798357)], n = 4}, koData = ClassData{prior = -1.0986122886681098, unseen = -2.5649493574615367, likelihoods = HashMap.fromList [("hh:mmtime-of-day (latent)", -1.791759469228055), ("minutehour", -1.3862943611198906), ("hhhmmtime-of-day (latent)", -1.791759469228055)], n = 2}}), ("Halloween", Classifier{okData = ClassData{prior = 0.0, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("", 0.0)], n = 3}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Passover", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("from <month> dd-dd (interval)", Classifier{okData = ClassData{prior = 0.0, unseen = -2.3978952727983707, likelihoods = HashMap.fromList [("Julyinteger (numeric)integer (numeric)", -1.6094379124341003), ("Augustordinal (digits)integer (numeric)", -1.6094379124341003), ("month", -0.916290731874155), ("Augustordinal (digits)ordinal (digits)", -1.6094379124341003)], n = 3}, koData = ClassData{prior = -infinity, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [], n = 0}}), ("Good Friday", Classifier{okData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}, koData = ClassData{prior = 0.0, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}}), ("October", Classifier{okData = ClassData{prior = 0.0, unseen = -3.1780538303479458, likelihoods = HashMap.fromList [("", 0.0)], n = 22}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("month (grain)", Classifier{okData = ClassData{prior = -0.12136085700426748, unseen = -3.4965075614664802, likelihoods = HashMap.fromList [("", 0.0)], n = 31}, koData = ClassData{prior = -2.169053700369523, unseen = -1.791759469228055, likelihoods = HashMap.fromList [("", 0.0)], n = 4}}), ("<integer> more <unit-of-duration>", Classifier{okData = ClassData{prior = 0.0, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("integer (numeric)minute (grain)", -0.6931471805599453), ("minute", -0.6931471805599453)], n = 1}, koData = ClassData{prior = -infinity, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [], n = 0}}), ("<time-of-day> o'clock", Classifier{okData = ClassData{prior = 0.0, unseen = -2.833213344056216, likelihoods = HashMap.fromList [("at <time-of-day>", -2.0794415416798357), ("<part-of-day> at <time-of-day>", -2.0794415416798357), ("time-of-day (latent)", -1.1631508098056809), ("hour", -0.8266785731844679)], n = 6}, koData = ClassData{prior = -infinity, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [], n = 0}}), ("Vesak", Classifier{okData = ClassData{prior = 0.0, unseen = -1.791759469228055, likelihoods = HashMap.fromList [("", 0.0)], n = 4}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Earth Hour", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("in|within|after <duration>", Classifier{okData = ClassData{prior = -0.16034265007517937, unseen = -4.709530201312334, likelihoods = HashMap.fromList [("week", -3.3141860046725258), ("<integer> more <unit-of-duration>", -4.007333185232471), ("three-quarters of an hour", -3.0910424533583156), ("<integer> + '\"", -3.3141860046725258), ("number.number hours", -4.007333185232471), ("second", -3.6018680771243066), ("half a <time-grain>", -3.0910424533583156), ("day", -3.3141860046725258), ("year", -4.007333185232471), ("<integer> <unit-of-duration>", -1.6094379124341003), ("a <unit-of-duration>", -3.0910424533583156), ("quarter of an hour", -3.0910424533583156), ("hour", -2.503255788456197), ("about|exactly <duration>", -4.007333185232471), ("half an hour (abbrev).", -3.6018680771243066), ("<integer> and an half hour", -4.007333185232471), ("minute", -1.2992829841302609)], n = 46}, koData = ClassData{prior = -1.9095425048844386, unseen = -3.5553480614894135, likelihoods = HashMap.fromList [("day", -2.833213344056216), ("quarter", -2.833213344056216), ("year", -1.580450375560848), ("<integer> <unit-of-duration>", -1.580450375560848), ("a <unit-of-duration>", -2.4277482359480516)], n = 8}}), ("the closest <day> to <time>", Classifier{okData = ClassData{prior = -0.40546510810816444, unseen = -3.2188758248682006, likelihoods = HashMap.fromList [("dayday", -1.3862943611198906), ("dayyear", -2.4849066497880004), ("Super Tuesdayintersect by \",\", \"of\", \"from\" for year", -2.4849066497880004), ("Christmastoday", -2.4849066497880004), ("Super TuesdayMini-Tuesday", -2.4849066497880004), ("Super Tuesdayyear (latent)", -2.4849066497880004), ("Monday<named-month>|<named-day> <day-of-month> (ordinal)", -2.4849066497880004), ("Monday<named-month> <day-of-month> (non ordinal)", -2.4849066497880004)], n = 6}, koData = ClassData{prior = -1.0986122886681098, unseen = -2.9444389791664407, likelihoods = HashMap.fromList [("daymonth", -1.791759469228055), ("Super TuesdayMarch", -2.1972245773362196), ("MondayOctober", -2.1972245773362196), ("dayday", -2.1972245773362196), ("Super Tuesday<named-month> <day-of-month> (non ordinal)", -2.1972245773362196)], n = 3}}), ("January", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("three-quarters of an hour", Classifier{okData = ClassData{prior = 0.0, unseen = -1.791759469228055, likelihoods = HashMap.fromList [("", 0.0)], n = 4}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Mattu Pongal", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Wednesday", Classifier{okData = ClassData{prior = 0.0, unseen = -2.3025850929940455, likelihoods = HashMap.fromList [("", 0.0)], n = 8}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("half after|past <hour-of-day>", Classifier{okData = ClassData{prior = 0.0, unseen = -1.9459101490553135, likelihoods = HashMap.fromList [("time-of-day (latent)", -0.6931471805599453), ("hour", -0.6931471805599453)], n = 2}, koData = ClassData{prior = -infinity, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [], n = 0}}), ("<integer> + '\"", Classifier{okData = ClassData{prior = 0.0, unseen = -1.791759469228055, likelihoods = HashMap.fromList [("integer (numeric)", 0.0)], n = 4}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("half <integer> (UK style hour-of-day)", Classifier{okData = ClassData{prior = 0.0, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("time-of-day (latent)", -0.6931471805599453), ("hour", -0.6931471805599453)], n = 1}, koData = ClassData{prior = -infinity, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [], n = 0}}), ("Ganesh Chaturthi", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("July", Classifier{okData = ClassData{prior = 0.0, unseen = -3.5553480614894135, likelihoods = HashMap.fromList [("", 0.0)], n = 33}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("<time-of-day> <part-of-day>", Classifier{okData = ClassData{prior = -0.12516314295400605, unseen = -3.6888794541139363, likelihoods = HashMap.fromList [("time-of-day (latent)tonight", -2.5649493574615367), ("hourhour", -1.3609765531356008), ("<time-of-day> o'clockin|during the <part-of-day>", -2.9704144655697013), ("minutehour", -1.717651497074333), ("at <time-of-day>in|during the <part-of-day>", -2.277267285009756), ("time-of-day (latent)this <part-of-day>", -2.9704144655697013), ("hh:mmin|during the <part-of-day>", -2.0541237336955462), ("time-of-day (latent)in|during the <part-of-day>", -2.277267285009756), ("hhmm (latent)in|during the <part-of-day>", -2.9704144655697013)], n = 15}, koData = ClassData{prior = -2.1400661634962708, unseen = -2.639057329615259, likelihoods = HashMap.fromList [("hourhour", -1.466337068793427), ("time-of-day (latent)in|during the <part-of-day>", -1.466337068793427)], n = 2}}), ("hour (grain)", Classifier{okData = ClassData{prior = -1.3723081191451507, unseen = -2.995732273553991, likelihoods = HashMap.fromList [("", 0.0)], n = 18}, koData = ClassData{prior = -0.2923879634891936, unseen = -4.007333185232471, likelihoods = HashMap.fromList [("", 0.0)], n = 53}}), ("Parsi New Year", Classifier{okData = ClassData{prior = 0.0, unseen = -1.791759469228055, likelihoods = HashMap.fromList [("", 0.0)], n = 4}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Shavuot", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("<day> <duration> hence|ago", Classifier{okData = ClassData{prior = -0.2876820724517809, unseen = -2.4849066497880004, likelihoods = HashMap.fromList [("dayyear", -1.0116009116784799), ("Tax Day<integer> <unit-of-duration>", -1.7047480922384253), ("Mini-Tuesday<integer> <unit-of-duration>", -1.7047480922384253), ("Diwali<integer> <unit-of-duration>", -1.7047480922384253)], n = 3}, koData = ClassData{prior = -1.3862943611198906, unseen = -2.0794415416798357, likelihoods = HashMap.fromList [("Tuesday<integer> <unit-of-duration>", -1.252762968495368), ("dayyear", -1.252762968495368)], n = 1}}), ("Daylight Saving Start Day", Classifier{okData = ClassData{prior = 0.0, unseen = -1.791759469228055, likelihoods = HashMap.fromList [("", 0.0)], n = 4}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("<ordinal> quarter", Classifier{okData = ClassData{prior = -0.4700036292457356, unseen = -2.639057329615259, likelihoods = HashMap.fromList [("ordinal (digits)quarter (grain)", -1.1786549963416462), ("ordinals (first..twentieth,thirtieth,...)quarter (grain)", -1.466337068793427), ("quarter", -0.7731898882334817)], n = 5}, koData = ClassData{prior = -0.9808292530117262, unseen = -2.3025850929940455, likelihoods = HashMap.fromList [("ordinal (digits)quarter (grain)", -0.8109302162163288), ("quarter", -0.8109302162163288)], n = 3}}), ("Boss's Day", Classifier{okData = ClassData{prior = 0.0, unseen = -2.0794415416798357, likelihoods = HashMap.fromList [("", 0.0)], n = 6}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Orthodox Easter Sunday", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("one twenty two", Classifier{okData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}, koData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}}), ("May", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("intersect", Classifier{okData = ClassData{prior = -0.44737150540954457, unseen = -7.271008538280992, likelihoods = HashMap.fromList [("Navaratriyear (latent)", -6.5771657055190795), ("Father's Dayyear (latent)", -6.5771657055190795), ("Karva Chauthyear (latent)", -6.5771657055190795), ("<day-of-month> (ordinal)in|during the <part-of-day>", -6.5771657055190795), ("Maha Shivaratriyear (latent)", -6.5771657055190795), ("Ramadanyear (latent)", -5.3244027370237115), ("<datetime> - <datetime> (interval)on <day>", -5.190871344399189), ("Military Spouse Dayyear (latent)", -6.5771657055190795), ("Bhai Doojyear (latent)", -6.5771657055190795), ("hourday", -4.562262684976815), ("dayhour", -3.5326432677956565), ("<time-of-day> - <time-of-day> (interval)on <day>", -5.190871344399189), ("Martin Luther King's Dayyear (latent)", -6.171700597410915), ("Shemini Atzeretyear (latent)", -6.5771657055190795), ("daymonth", -4.562262684976815), ("monthday", -6.171700597410915), ("monthyear", -4.785406236291025), ("Yom Ha'atzmautyear (latent)", -6.5771657055190795), ("Orthodox Good Fridayyear (latent)", -6.171700597410915), ("Vijayadashamiyear (latent)", -6.5771657055190795), ("Administrative Professionals' Dayyear (latent)", -5.190871344399189), ("Thanksgiving Dayyear (latent)", -5.47855341685097), ("Thai Pongalyear (latent)", -5.884018524959134), ("Thiru Onamyear (latent)", -5.884018524959134), ("hhhmmabsorption of , after named day", -6.5771657055190795), ("Tuesdaythe <day-of-month> (ordinal)", -6.5771657055190795), ("from <datetime> - <datetime> (interval)July", -5.660874973644924), ("<day-of-month> (ordinal)Wednesday", -6.5771657055190795), ("Krishna Janmashtamiyear (latent)", -6.171700597410915), ("Guru Gobind Singh Jayantiyear (latent)", -6.5771657055190795), ("houryear", -5.660874973644924), ("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm", -6.5771657055190795), ("Christmas<time-of-day> am|pm", -6.5771657055190795), ("last <day-of-week> of <time>year (latent)", -6.5771657055190795), ("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"", -5.884018524959134), ("intersectin|during <named-month>|year", -6.5771657055190795), ("<time-of-day> am|pmintersect", -5.3244027370237115), ("Earth Houryear (latent)", -6.5771657055190795), ("Ganesh Chaturthiyear (latent)", -6.5771657055190795), ("Octoberyear (latent)", -5.073088308742806), ("intersect<time-of-day> am|pm", -6.5771657055190795), ("Mattu Pongalyear (latent)", -6.5771657055190795), ("Saturday<part-of-day> at <time-of-day>", -6.5771657055190795), ("Daylight Saving Start Dayyear (latent)", -5.660874973644924), ("Shavuotyear (latent)", -6.5771657055190795), ("Parsi New Yearyear (latent)", -5.660874973644924), ("at <time-of-day>in|within|after <duration>", -6.5771657055190795), ("the <day-of-month> (ordinal)intersect by \",\", \"of\", \"from\" for year", -6.5771657055190795), ("Thursdayhh(:mm) - <time-of-day> am|pm", -6.5771657055190795), ("todayin|within|after <duration>", -6.5771657055190795), ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)", -6.171700597410915), ("Marchyear (latent)", -6.5771657055190795), ("intersect by \",\", \"of\", \"from\", \"'s\"hhhmm", -6.171700597410915), ("Sukkotyear (latent)", -6.171700597410915), ("hhhmmintersect", -6.171700597410915), ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)", -6.171700597410915), ("Daylight Saving End Dayyear (latent)", -5.660874973644924), ("Clean Mondayyear (latent)", -6.171700597410915), ("the <day-of-month> (ordinal)Sunday", -6.5771657055190795), ("monthhour", -6.171700597410915), ("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"", -5.660874973644924), ("todayat <time-of-day>", -6.5771657055190795), ("Thursday<time> timezone", -4.179270432720709), ("tonight<time-of-day> am|pm", 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(interval)", -5.76309905181262), ("tomorrowfrom <time-of-day> - <time-of-day> (interval)", -6.168564159920785), ("tonight<time-of-day> - <time-of-day> (interval)", -6.168564159920785), ("Tuesdayin|during <named-month>|year", -6.168564159920785), ("Sundayyear (latent)", -5.25227342804663), ("hourweek", -5.25227342804663), ("the <day-of-month> (ordinal)Monday", -5.47541697936084), ("Christmasat <time-of-day>", -6.168564159920785), ("from|since|after <time>year (latent)", -5.76309905181262), ("hhhmmon <day>", -5.25227342804663), ("yesterday<time-of-day> am|pm", -6.168564159920785), ("<day-of-month> (ordinal)July", -5.47541697936084), ("Tuesday<duration> hence|ago", -6.168564159920785), ("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm", -6.168564159920785), ("Thursday<time-of-day> - <time-of-day> (interval)", -6.168564159920785), ("in|during <named-month>|yearyear (latent)", -6.168564159920785), ("Tuesdaythis|last|next <cycle>", -6.168564159920785), ("at <time-of-day>intersect", -5.25227342804663), ("Holiyear (latent)", -6.168564159920785), ("until <time><time-of-day> am|pm", -6.168564159920785), ("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"", -5.76309905181262), ("dayminute", -3.2781924020246205), ("yyyy-mm-ddhh:mm", -5.76309905181262), ("intersectfrom|since|after <time>", -5.76309905181262), ("intersectSeptember", -4.296761983019193), ("minuteday", -3.0115637387706715), ("absorption of , after named dayintersect", -6.168564159920785), ("intersectyear (latent)", -6.168564159920785), ("Februaryin|during the <part-of-day>", -6.168564159920785), ("<duration> after|before|from|past <time>December", -6.168564159920785), ("time-of-day (latent)July", -5.47541697936084), ("Saturdayyear (latent)", -6.168564159920785), ("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"", -6.168564159920785), ("<day-of-month> (ordinal)Monday", -4.915801191425417), ("at <time-of-day>on <day>", -5.25227342804663), ("absorption of , after named daySeptember", -4.915801191425417), ("Naraka Chaturdashiyear (latent)", -6.168564159920785), ("from|since|after <time>on <day>", -5.25227342804663), ("dayweek", -6.168564159920785), ("Easter Sundayyear (latent)", -5.76309905181262), ("Thursday<time-of-day> am|pm", -4.915801191425417), ("weekyear", -5.76309905181262), ("time-of-day (latent)Thursday", -5.76309905181262), ("<named-month> <day-of-month> (non ordinal)until <time>", -6.168564159920785), ("<day-of-month> (ordinal)April", -6.168564159920785), ("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)", -5.76309905181262), ("intersect by \",\", \"of\", \"from\" for yearhh:mm", -5.47541697936084), ("Sundayfrom|since|after <time>", -6.168564159920785), ("absorption of , after named dayFebruary", -5.25227342804663), ("time-of-day (latent)in|during the <part-of-day>", -5.76309905181262), ("July<integer> to|till|before <hour-of-day>", -6.168564159920785), ("tomorrowat <time-of-day>", -6.168564159920785), ("daynograin", -5.76309905181262), ("Fridayin|during <named-month>|year", -6.168564159920785), ("<integer> to|till|before <hour-of-day>July", -5.76309905181262), ("last <cycle> of <time>year (latent)", -5.76309905181262), ("tomorrow<time-of-day> am|pm", -6.168564159920785), ("Diwaliyear (latent)", -5.76309905181262), ("<time-of-day> - <time-of-day> (interval)July", -6.168564159920785), ("this <part-of-day>at <time-of-day>", -5.25227342804663), ("Fridayyear (latent)", -5.25227342804663), ("Tuesdayin|within|after <duration>", -6.168564159920785), ("time-of-day (latent)April", -6.168564159920785)], n = 312}}), ("one eleven", Classifier{okData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}, koData = ClassData{prior = 0.0, unseen = -1.791759469228055, likelihoods = HashMap.fromList [("", 0.0)], n = 4}}), ("after lunch/work/school", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("early morning", Classifier{okData = ClassData{prior = 0.0, unseen = -1.791759469228055, likelihoods = HashMap.fromList [("", 0.0)], n = 4}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("in <number> (implicit minutes)", Classifier{okData = ClassData{prior = -1.3862943611198906, unseen = -2.4849066497880004, likelihoods = HashMap.fromList [("integer (numeric)", -0.3184537311185346), ("integer (0..19)", -1.2992829841302609)], n = 9}, koData = ClassData{prior = -0.2876820724517809, unseen = -3.4011973816621555, likelihoods = HashMap.fromList [("integer (numeric)", -0.2318016140573243), ("integer (0..19)", -1.575536360758419)], n = 27}}), ("<ordinal> <cycle> of <time>", Classifier{okData = ClassData{prior = 0.0, unseen = -2.9444389791664407, likelihoods = HashMap.fromList [("daymonth", -1.791759469228055), ("ordinal (digits)quarter (grain)year (latent)", -2.1972245773362196), ("quarteryear", -2.1972245773362196), ("ordinals (first..twentieth,thirtieth,...)day (grain)October", -2.1972245773362196), ("ordinal (digits)day (grain)this|last|next <cycle>", -2.1972245773362196), ("ordinals (first..twentieth,thirtieth,...)week (grain)intersect", -2.1972245773362196), ("weekmonth", -1.791759469228055), ("ordinals (first..twentieth,thirtieth,...)week (grain)October", -2.1972245773362196)], n = 5}, koData = ClassData{prior = -infinity, unseen = -2.1972245773362196, likelihoods = HashMap.fromList [], n = 0}}), ("year (grain)", Classifier{okData = ClassData{prior = 0.0, unseen = -3.891820298110627, likelihoods = HashMap.fromList [("", 0.0)], n = 47}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("from <datetime> - <datetime> (interval)", Classifier{okData = ClassData{prior = -1.3737155789130304, unseen = -4.532599493153256, likelihoods = HashMap.fromList [("hh:mmtime-of-day (latent)", -3.4231762883809305), ("minuteminute", -2.91235066461494), ("the <day-of-month> (number)the <day-of-month> (ordinal)", -3.828641396489095), ("<day-of-month> (ordinal)<day-of-month> (ordinal)", -3.4231762883809305), ("the <day-of-month> (ordinal)the <day-of-month> (ordinal)", -3.4231762883809305), ("hh:mmhh:mm", -2.91235066461494), ("dayday", -1.9568392195875037), ("the <day-of-month> (ordinal)the <day-of-month> (number)", -3.828641396489095), ("the <day-of-month> (number)the <day-of-month> (number)", -3.4231762883809305), ("<named-month>|<named-day> <day-of-month> (ordinal)<day-of-month> (ordinal)", -3.828641396489095), ("<time-of-day> am|pmtime-of-day (latent)", -3.828641396489095), ("hourhour", -3.4231762883809305), ("minutehour", -3.4231762883809305), ("<day-of-month> (ordinal)the <day-of-month> (ordinal)", -3.828641396489095), ("the <day-of-month> (ordinal)<day-of-month> (ordinal)", -3.828641396489095), ("<time-of-day> am|pm<time-of-day> am|pm", -3.828641396489095), ("<day-of-month> (ordinal)the <day-of-month> (number)", -3.828641396489095)], n = 20}, koData = ClassData{prior = -0.29191040856130207, unseen = -5.14166355650266, likelihoods = HashMap.fromList [("hourday", -2.570849079588725), ("dayhour", -3.056356895370426), ("<day-of-month> (ordinal)the <day-of-month> (ordinal or number) of <named-month>", -4.037186148382152), ("time-of-day (latent)intersect by \",\", \"of\", \"from\", \"'s\"", -4.442651256490317), ("time-of-day (latent)<day-of-month> (ordinal)", -4.442651256490317), ("time-of-day (latent)intersect", -4.442651256490317), ("<day-of-month> (ordinal)time-of-day (latent)", -3.7495040759303713), ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)", -4.442651256490317), ("hh:mmtime-of-day (latent)", -3.5263605246161616), ("hh:mm<time-of-day> am|pm", -4.037186148382152), ("minuteminute", -3.5263605246161616), ("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"", -4.442651256490317), ("time-of-day (latent)time-of-day (latent)", -3.5263605246161616), ("hh:mmhh:mm", -4.442651256490317), ("dayday", -1.916922612182061), ("the <day-of-month> (ordinal)the <day-of-month> (number)", -4.037186148382152), ("the <day-of-month> (number)the <day-of-month> (number)", -4.442651256490317), ("time-of-day (latent)the <day-of-month> (ordinal or number) of <named-month>", -4.037186148382152), ("<day-of-month> (ordinal)intersect", -4.442651256490317), ("hourhour", -3.1898882879949486), ("time-of-day (latent)the <day-of-month> (ordinal)", -4.442651256490317), ("dayyear", -4.442651256490317), ("the <day-of-month> (ordinal)time-of-day (latent)", -4.442651256490317), ("the <day-of-month> (number)time-of-day (latent)", -4.442651256490317), ("minutehour", -3.3440389678222067), ("the <day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"", -4.442651256490317), ("the <day-of-month> (number)intersect by \",\", \"of\", \"from\", \"'s\"", -4.442651256490317), ("hh:mmintersect", -4.037186148382152), ("time-of-day (latent)<day-of-month> (ordinal or number) of <month>", -4.037186148382152), ("<day-of-month> (ordinal)<day-of-month> (ordinal or number) <named-month>", -4.442651256490317), ("<day-of-month> (ordinal)<day-of-month> (ordinal or number) of <month>", -4.037186148382152), ("time-of-day (latent)<time-of-day> am|pm", -4.442651256490317), ("time-of-day (latent)<day-of-month> (ordinal or number) <named-month>", -4.442651256490317), ("time-of-day (latent)the <day-of-month> (number)", -4.037186148382152), ("the <day-of-month> (ordinal)<day-of-month> (ordinal or number) <named-month>", -4.442651256490317), ("the <day-of-month> (number)<day-of-month> (ordinal or number) <named-month>", -4.442651256490317), ("the <day-of-month> (number)the <day-of-month> (ordinal or number) of <named-month>", -4.037186148382152), ("the <day-of-month> (ordinal)the <day-of-month> (ordinal or number) of <named-month>", -4.037186148382152), ("<day-of-month> (ordinal)<day-of-month> (ordinal or number) of <named-month>", -4.037186148382152), ("time-of-day (latent)<day-of-month> (ordinal or number) of <named-month>", -4.037186148382152), ("<day-of-month> (ordinal)the <day-of-month> (number)", -4.442651256490317), ("the <day-of-month> (ordinal)intersect", -4.037186148382152), ("<named-month> <day-of-month> (non ordinal)time-of-day (latent)", -4.442651256490317), ("the <day-of-month> (number)intersect", -4.037186148382152)], n = 59}}), ("Saturday", Classifier{okData = ClassData{prior = -0.11778303565638351, unseen = -2.3025850929940455, likelihoods = HashMap.fromList [("", 0.0)], n = 8}, koData = ClassData{prior = -2.1972245773362196, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}}), ("Mini-Tuesday", Classifier{okData = ClassData{prior = 0.0, unseen = -2.0794415416798357, likelihoods = HashMap.fromList [("", 0.0)], n = 6}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("the <cycle> of <time>", Classifier{okData = ClassData{prior = -0.15415067982725836, unseen = -2.995732273553991, likelihoods = HashMap.fromList [("week (grain)<named-month>|<named-day> <day-of-month> (ordinal)", -1.845826690498331), ("weekmonth", -1.845826690498331), ("week (grain)October", -1.845826690498331), ("week (grain)<named-month> <day-of-month> (non ordinal)", -1.845826690498331), ("weekday", -1.3350010667323402)], n = 6}, koData = ClassData{prior = -1.9459101490553135, unseen = -2.3025850929940455, likelihoods = HashMap.fromList [("second (grain) March", -1.5040773967762742), ("secondmonth", -1.5040773967762742)], n = 1}}), ("number.number hours", Classifier{okData = ClassData{prior = 0.0, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("hour (grain)", -0.6931471805599453), ("hour", -0.6931471805599453)], n = 1}, koData = ClassData{prior = -infinity, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [], n = 0}}), ("from <time-of-day> - <time-of-day> (interval)", Classifier{okData = ClassData{prior = -0.7308875085427924, unseen = -3.6888794541139363, likelihoods = HashMap.fromList [("hh:mmtime-of-day (latent)", -2.5649493574615367), ("minuteminute", -1.8718021769015913), ("hh:mmhh:mm", -1.8718021769015913), ("<time-of-day> am|pmtime-of-day (latent)", -2.5649493574615367), ("hourhour", -2.5649493574615367), ("hourminute", -2.5649493574615367), ("minutehour", -2.0541237336955462), ("time-of-day (latent)<time-of-day> sharp|exactly", -2.9704144655697013), ("time-of-day (latent)hh:mm", -2.9704144655697013), ("<time-of-day> am|pm<time-of-day> am|pm", -2.5649493574615367)], n = 13}, koData = ClassData{prior = -0.6567795363890705, unseen = -3.7376696182833684, likelihoods = HashMap.fromList [("hh:mmtime-of-day (latent)", -1.9218125974762528), ("hh:mm<time-of-day> am|pm", -2.6149597780361984), ("minuteminute", -2.6149597780361984), ("time-of-day (latent)time-of-day (latent)", -1.9218125974762528), ("hh:mmhh:mm", -3.0204248861443626), ("hourhour", -1.7676619176489945), ("minutehour", -1.7676619176489945), ("time-of-day (latent)<time-of-day> am|pm", -3.0204248861443626)], n = 14}}), ("integer 21..99", Classifier{okData = ClassData{prior = -0.916290731874155, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("integer (20..90)integer (0..19)", -0.2876820724517809)], n = 2}, koData = ClassData{prior = -0.5108256237659907, unseen = -1.791759469228055, likelihoods = HashMap.fromList [("integer (numeric)integer (numeric)", -0.2231435513142097)], n = 3}}), ("Global Youth Service Day", Classifier{okData = ClassData{prior = 0.0, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("", 0.0)], n = 3}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Tisha B'Av", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("yyyy-mm-dd", Classifier{okData = ClassData{prior = 0.0, unseen = -1.791759469228055, likelihoods = HashMap.fromList [("", 0.0)], n = 4}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("year (latent)", Classifier{okData = ClassData{prior = -3.7179003241754015e-2, unseen = -5.5909869805108565, likelihoods = HashMap.fromList [("integer (numeric)", -1.8904154639152723e-2), ("intersect 2 numbers", -4.200954297280359)], n = 264}, koData = ClassData{prior = -3.3105430133940246, unseen = -2.639057329615259, likelihoods = HashMap.fromList [("integer (numeric)", -0.48550781578170077), ("compose by multiplication", -1.1786549963416462)], n = 10}}), ("mm/dd/yyyy", Classifier{okData = ClassData{prior = 0.0, unseen = -2.0794415416798357, likelihoods = HashMap.fromList [("", 0.0)], n = 6}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("<time> for <duration>", Classifier{okData = ClassData{prior = -0.15415067982725836, unseen = -3.5553480614894135, likelihoods = HashMap.fromList [("minuteminute", -2.833213344056216), ("<time-of-day> am|pm<integer> <unit-of-duration>", -2.1400661634962708), ("dayday", -1.4469189829363254), ("hourminute", -1.916922612182061), ("hhhmm<integer> <unit-of-duration>", -2.833213344056216), ("intersect<integer> <unit-of-duration>", -2.1400661634962708), ("<day-of-month> (ordinal or number) <named-month><integer> <unit-of-duration>", -2.4277482359480516), ("from|since|after <time><integer> <unit-of-duration>", -2.1400661634962708)], n = 12}, koData = ClassData{prior = -1.9459101490553135, unseen = -2.70805020110221, likelihoods = HashMap.fromList [("monthday", -1.540445040947149), ("December<integer> <unit-of-duration>", -1.540445040947149)], n = 2}}), ("hhhmm", Classifier{okData = ClassData{prior = -2.247285585205863e-2, unseen = -3.828641396489095, likelihoods = HashMap.fromList [("", 0.0)], n = 44}, koData = ClassData{prior = -3.8066624897703196, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}}), ("as soon as possible", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Memorial Day", Classifier{okData = ClassData{prior = -0.1823215567939546, unseen = -1.9459101490553135, likelihoods = HashMap.fromList [("", 0.0)], n = 5}, koData = ClassData{prior = -1.791759469228055, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}}), ("Mahavir Jayanti", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Monday", Classifier{okData = ClassData{prior = -0.322773392263051, unseen = -3.1354942159291497, likelihoods = HashMap.fromList [("", 0.0)], n = 21}, koData = ClassData{prior = -1.2878542883066382, unseen = -2.3025850929940455, likelihoods = HashMap.fromList [("", 0.0)], n = 8}}), ("yesterday", Classifier{okData = ClassData{prior = 0.0, unseen = -1.9459101490553135, likelihoods = HashMap.fromList [("", 0.0)], n = 5}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("<ordinal> quarter <year>", Classifier{okData = ClassData{prior = 0.0, unseen = -1.9459101490553135, likelihoods = HashMap.fromList [("ordinal (digits)quarter (grain)year (latent)", -0.6931471805599453), ("quarteryear", -0.6931471805599453)], n = 2}, koData = ClassData{prior = -infinity, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [], n = 0}}), ("Lincoln's Birthday", Classifier{okData = ClassData{prior = 0.0, unseen = -1.791759469228055, likelihoods = HashMap.fromList [("", 0.0)], n = 4}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Dayananda Saraswati Jayanti", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("hh:mm:ss", Classifier{okData = ClassData{prior = 0.0, unseen = -1.9459101490553135, likelihoods = HashMap.fromList [("", 0.0)], n = 5}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Emergency Medical Services for Children Day", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Hanukkah", Classifier{okData = ClassData{prior = 0.0, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("", 0.0)], n = 3}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("first|second|third|fourth|fifth <day-of-week> of <time>", Classifier{okData = ClassData{prior = -6.453852113757118e-2, unseen = -3.713572066704308, likelihoods = HashMap.fromList [("daymonth", -0.916290731874155), ("ordinals (first..twentieth,thirtieth,...)Tuesdaythis|last|next <cycle>", -2.995732273553991), ("ordinals (first..twentieth,thirtieth,...)TuesdaySeptember", -2.995732273553991), ("ordinals (first..twentieth,thirtieth,...)Tuesdayintersect", -2.995732273553991), ("ordinals (first..twentieth,thirtieth,...)WednesdayOctober", -2.5902671654458267), ("ordinals (first..twentieth,thirtieth,...)Wednesdayintersect", -2.5902671654458267), ("ordinals (first..twentieth,thirtieth,...)Mondaythis|last|next <cycle>", -1.742969305058623), ("ordinals (first..twentieth,thirtieth,...)TuesdayOctober", -2.5902671654458267)], n = 15}, koData = ClassData{prior = -2.772588722239781, unseen = -2.5649493574615367, likelihoods = HashMap.fromList [("dayyear", -1.791759469228055), ("ordinals (first..twentieth,thirtieth,...)Sundayyear (latent)", -1.791759469228055)], n = 1}}), ("Siblings Day", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("<hour-of-day> <integer>", Classifier{okData = ClassData{prior = -9.53101798043249e-2, unseen = -3.295836866004329, likelihoods = HashMap.fromList [("at <time-of-day>integer (20..90)", -2.5649493574615367), ("time-of-day (latent)integer (numeric)", -2.159484249353372), ("time-of-day (latent)integer 21..99", -2.159484249353372), ("hour", -0.8602012652231115), ("at <time-of-day>integer (numeric)", -2.159484249353372), ("time-of-day (latent)integer (20..90)", -1.8718021769015913)], n = 10}, koData = ClassData{prior = -2.3978952727983707, unseen = -2.1972245773362196, likelihoods = HashMap.fromList [("hour", -1.3862943611198906), ("time-of-day (latent)integer (20..90)", -1.3862943611198906)], n = 1}}), ("Rama Navami", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("National Grandparents Day", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("<hour-of-day> quarter", Classifier{okData = ClassData{prior = -infinity, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [], n = 0}, koData = ClassData{prior = 0.0, unseen = -1.9459101490553135, likelihoods = HashMap.fromList [("time-of-day (latent)", -0.6931471805599453), ("hour", -0.6931471805599453)], n = 2}}), ("half a <time-grain>", Classifier{okData = ClassData{prior = -0.1823215567939546, unseen = -2.5649493574615367, likelihoods = HashMap.fromList [("hour (grain)", -0.6931471805599453), ("hour", -0.6931471805599453)], n = 5}, koData = ClassData{prior = -1.791759469228055, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("hour (grain)", -0.6931471805599453), ("hour", -0.6931471805599453)], n = 1}}), ("King's Day", Classifier{okData = ClassData{prior = -0.11778303565638351, unseen = -2.3025850929940455, likelihoods = HashMap.fromList [("", 0.0)], n = 8}, koData = ClassData{prior = -2.1972245773362196, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}}), ("Valentine's Day", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("from the <day-of-month> (ordinal or number) to the <day-of-month> (ordinal or number) of <named-month> (interval)", Classifier{okData = ClassData{prior = 0.0, unseen = -3.4011973816621555, likelihoods = HashMap.fromList [("ordinal (digits)ordinal (digits)July", -1.9810014688665833), ("integer (numeric)integer (numeric)July", -1.9810014688665833), ("integer (numeric)ordinal (digits)July", -1.9810014688665833), ("ordinal (digits)integer (numeric)July", -1.9810014688665833), ("month", -0.8023464725249373)], n = 12}, koData = ClassData{prior = -infinity, unseen = -1.791759469228055, likelihoods = HashMap.fromList [], n = 0}}), ("April", Classifier{okData = ClassData{prior = 0.0, unseen = -1.9459101490553135, likelihoods = HashMap.fromList [("", 0.0)], n = 5}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Maha Saptami", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("end of month", Classifier{okData = ClassData{prior = 0.0, unseen = -2.4849066497880004, likelihoods = HashMap.fromList [("", 0.0)], n = 10}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("week (grain)", Classifier{okData = ClassData{prior = -4.546237407675729e-2, unseen = -4.477336814478207, likelihoods = HashMap.fromList [("", 0.0)], n = 86}, koData = ClassData{prior = -3.1135153092103742, unseen = -1.791759469228055, likelihoods = HashMap.fromList [("", 0.0)], n = 4}}), ("<part-of-day> of <time>", Classifier{okData = ClassData{prior = 0.0, unseen = -3.2188758248682006, likelihoods = HashMap.fromList [("part of daysintersect by \",\", \"of\", \"from\", \"'s\"", -2.4849066497880004), ("part of daysintersect", -2.4849066497880004), ("hourday", -0.9808292530117262), ("part of daysthe <day-of-month> (ordinal)", -2.4849066497880004), ("part of daysthe <day-of-month> (number)", -2.4849066497880004), ("part of daysthis <time>", -2.4849066497880004), ("part of daysthe <day-of-month> (ordinal or number) of <named-month>", -2.4849066497880004), ("part of daysChristmas", -2.0794415416798357)], n = 8}, koData = ClassData{prior = -infinity, unseen = -2.1972245773362196, likelihoods = HashMap.fromList [], n = 0}}), ("from <time> for <duration>", Classifier{okData = ClassData{prior = 0.0, unseen = -2.4849066497880004, likelihoods = HashMap.fromList [("<time-of-day> am|pm<integer> <unit-of-duration>", -1.7047480922384253), ("dayday", -1.2992829841302609), ("hourminute", -1.7047480922384253), ("intersect<integer> <unit-of-duration>", -1.7047480922384253), ("<day-of-month> (ordinal or number) <named-month><integer> <unit-of-duration>", -1.7047480922384253)], n = 3}, koData = ClassData{prior = -infinity, unseen = -1.791759469228055, likelihoods = HashMap.fromList [], n = 0}}), ("Loyalty Day", Classifier{okData = ClassData{prior = 0.0, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("", 0.0)], n = 3}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("<integer> <day-of-week> from <time>", Classifier{okData = ClassData{prior = 0.0, unseen = -2.995732273553991, likelihoods = HashMap.fromList [("integer (numeric)Fridaynow", -2.2512917986064953), ("integer (0..19)Tuesdaynow", -2.2512917986064953), ("integer (0..19)Sundaynow", -2.2512917986064953), ("integer (0..19)Fridaynow", -2.2512917986064953), ("daynograin", -0.9985288301111273), ("integer (numeric)Sundaynow", -2.2512917986064953), ("integer (numeric)Tuesdaynow", -2.2512917986064953)], n = 6}, koData = ClassData{prior = -infinity, unseen = -2.0794415416798357, likelihoods = HashMap.fromList [], n = 0}}), ("Shrove Tuesday", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("now", Classifier{okData = ClassData{prior = -6.899287148695143e-2, unseen = -2.772588722239781, likelihoods = HashMap.fromList [("", 0.0)], n = 14}, koData = ClassData{prior = -2.70805020110221, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}}), ("<day-of-month> (ordinal or number) of <named-month>", Classifier{okData = ClassData{prior = -0.7339691750802004, unseen = -3.4657359027997265, likelihoods = HashMap.fromList [("ordinal (digits)July", -2.740840023925201), ("ordinals (first..twentieth,thirtieth,...)March", -1.6422277352570913), ("ordinal (digits)February", -2.740840023925201), ("integer (numeric)February", -2.3353749158170367), ("month", -0.8690378470236094), ("ordinal (digits)March", -2.3353749158170367), ("integer (numeric)July", -2.740840023925201)], n = 12}, koData = ClassData{prior = -0.6539264674066639, unseen = -3.5263605246161616, likelihoods = HashMap.fromList [("ordinal (digits)July", -1.550597412411167), ("ordinal (digits)February", -2.803360380906535), ("month", -0.8574502318512216), ("integer (numeric)July", -1.550597412411167)], n = 13}}), ("this <part-of-day>", Classifier{okData = ClassData{prior = 0.0, unseen = -3.4339872044851463, likelihoods = HashMap.fromList [("hour", -0.6931471805599453), ("part of days", -0.6931471805599453)], n = 14}, koData = ClassData{prior = -infinity, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [], n = 0}}), ("Kaanum Pongal", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Yom Kippur", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("<integer> minutes to|till|before <hour-of-day>", Classifier{okData = ClassData{prior = 0.0, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("integer (numeric)minute (grain)time-of-day (latent)", -0.6931471805599453), ("minutehour", -0.6931471805599453)], n = 1}, koData = ClassData{prior = -infinity, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [], n = 0}}), ("Rabindra Jayanti", Classifier{okData = ClassData{prior = 0.0, unseen = -2.0794415416798357, likelihoods = HashMap.fromList [("", 0.0)], n = 6}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Tax Day", Classifier{okData = ClassData{prior = 0.0, unseen = -2.3978952727983707, likelihoods = HashMap.fromList [("", 0.0)], n = 9}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("powers of tens", Classifier{okData = ClassData{prior = 0.0, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("", 0.0)], n = 3}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Pargat Diwas", Classifier{okData = ClassData{prior = 0.0, unseen = -2.0794415416798357, likelihoods = HashMap.fromList [("", 0.0)], n = 6}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Friday", Classifier{okData = ClassData{prior = -0.3184537311185346, unseen = -2.890371757896165, likelihoods = HashMap.fromList [("", 0.0)], n = 16}, koData = ClassData{prior = -1.2992829841302609, unseen = -2.0794415416798357, likelihoods = HashMap.fromList [("", 0.0)], n = 6}}), ("in|during the <part-of-day>", Classifier{okData = ClassData{prior = -6.899287148695143e-2, unseen = -3.4657359027997265, likelihoods = HashMap.fromList [("early morning", -2.740840023925201), ("hour", -0.7259370033829361), ("part of days", -0.7949298748698876)], n = 14}, koData = ClassData{prior = -2.70805020110221, unseen = -1.791759469228055, likelihoods = HashMap.fromList [("hour", -0.916290731874155), ("part of days", -0.916290731874155)], n = 1}}), ("St Patrick's Day", Classifier{okData = ClassData{prior = 0.0, unseen = -1.791759469228055, likelihoods = HashMap.fromList [("", 0.0)], n = 4}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("tomorrow", Classifier{okData = ClassData{prior = 0.0, unseen = -3.1780538303479458, likelihoods = HashMap.fromList [("", 0.0)], n = 22}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("hh(:mm) - <time-of-day> am|pm", Classifier{okData = ClassData{prior = 0.0, unseen = -3.1354942159291497, likelihoods = HashMap.fromList [("time-of-day (latent)", -1.0116009116784799), ("hh:mm", -1.9924301646902063), ("hour", -1.0116009116784799), ("minute", -1.9924301646902063)], n = 9}, koData = ClassData{prior = -infinity, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [], n = 0}}), ("Groundhog Day", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("this|last|next <cycle>", Classifier{okData = ClassData{prior = -0.4125322753312568, unseen = -5.303304908059076, likelihoods = HashMap.fromList [("week", -1.3093333199837622), ("month (grain)", -2.4079456086518722), ("year (grain)", -2.2537949288246137), ("week (grain)", -1.3093333199837622), ("quarter", -3.6888794541139363), ("year", -2.2537949288246137), ("month", -2.4079456086518722), ("quarter (grain)", -3.6888794541139363)], n = 94}, koData = ClassData{prior = -1.08462604669337, unseen = -4.6913478822291435, likelihoods = HashMap.fromList [("week", -1.8489178830680035), ("month (grain)", -2.4849066497880004), ("year (grain)", -3.0726933146901194), ("second", -2.7362210780689065), ("week (grain)", -1.8489178830680035), ("day", -2.2842359543258492), ("quarter", -3.0726933146901194), ("year", -3.0726933146901194), ("second (grain) ", -2.7362210780689065), ("month", -2.4849066497880004), ("quarter (grain)", -3.0726933146901194), ("day (grain)", -2.2842359543258492)], n = 48}}), ("Mother's Day", Classifier{okData = ClassData{prior = 0.0, unseen = -1.791759469228055, likelihoods = HashMap.fromList [("", 0.0)], n = 4}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Simchat Torah", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("New Year's Eve", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("the <ordinal> <cycle> of <time>", Classifier{okData = ClassData{prior = 0.0, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("ordinal (digits)quarter (grain)year (latent)", -0.6931471805599453), ("quarteryear", -0.6931471805599453)], n = 1}, koData = ClassData{prior = -infinity, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [], n = 0}}), ("Raksha Bandhan", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Ashura", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Ratha-Yatra", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Palm Sunday", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Eid al-Adha", Classifier{okData = ClassData{prior = 0.0, unseen = -2.890371757896165, likelihoods = HashMap.fromList [("", 0.0)], n = 16}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("by <time>", Classifier{okData = ClassData{prior = 0.0, unseen = -2.70805020110221, likelihoods = HashMap.fromList [("noon|midnight|EOD|end of day", -1.9459101490553135), ("time-of-day (latent)", -1.9459101490553135), ("<time-of-day> am|pm", -1.9459101490553135), ("hh:mm", -1.9459101490553135), ("hour", -1.540445040947149), ("minute", -1.540445040947149)], n = 4}, koData = ClassData{prior = -infinity, unseen = -1.9459101490553135, likelihoods = HashMap.fromList [], n = 0}}), ("the <day-of-month> (ordinal)", Classifier{okData = ClassData{prior = -0.6225296133459919, unseen = -3.2188758248682006, likelihoods = HashMap.fromList [("ordinals (first..twentieth,thirtieth,...)", -1.3862943611198906), ("ordinal (digits)", -0.2876820724517809)], n = 22}, koData = ClassData{prior = -0.7691330875378672, unseen = -3.0910424533583156, likelihoods = HashMap.fromList [("ordinals (first..twentieth,thirtieth,...)", -0.5596157879354228), ("ordinal (digits)", -0.8472978603872037)], n = 19}}), ("last weekend of <named-month>", Classifier{okData = ClassData{prior = 0.0, unseen = -2.639057329615259, likelihoods = HashMap.fromList [("October", -0.9555114450274363), ("July", -1.8718021769015913), ("month", -0.7731898882334817)], n = 5}, koData = ClassData{prior = -infinity, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [], n = 0}}), ("the <day-of-month> (number)", Classifier{okData = ClassData{prior = -0.8649974374866046, unseen = -2.3025850929940455, likelihoods = HashMap.fromList [("integer (numeric)", 0.0)], n = 8}, koData = ClassData{prior = -0.5465437063680699, unseen = -2.5649493574615367, likelihoods = HashMap.fromList [("integer (numeric)", 0.0)], n = 11}}), ("Lag BaOmer", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("fractional number", Classifier{okData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}, koData = ClassData{prior = 0.0, unseen = -3.044522437723423, likelihoods = HashMap.fromList [("", 0.0)], n = 19}}), ("Guru Ravidass Jayanti", Classifier{okData = ClassData{prior = 0.0, unseen = -2.0794415416798357, likelihoods = HashMap.fromList [("", 0.0)], n = 6}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Sunday", Classifier{okData = ClassData{prior = -0.3746934494414107, unseen = -2.5649493574615367, likelihoods = HashMap.fromList [("", 0.0)], n = 11}, koData = ClassData{prior = -1.1631508098056809, unseen = -1.9459101490553135, likelihoods = HashMap.fromList [("", 0.0)], n = 5}}), ("Chinese New Year", Classifier{okData = ClassData{prior = 0.0, unseen = -2.0794415416798357, likelihoods = HashMap.fromList [("", 0.0)], n = 6}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("February", Classifier{okData = ClassData{prior = 0.0, unseen = -2.70805020110221, likelihoods = HashMap.fromList [("", 0.0)], n = 13}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Emancipation Day", Classifier{okData = ClassData{prior = 0.0, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("", 0.0)], n = 3}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("minute (grain)", Classifier{okData = ClassData{prior = -7.696104113612832e-2, unseen = -3.295836866004329, likelihoods = HashMap.fromList [("", 0.0)], n = 25}, koData = ClassData{prior = -2.6026896854443837, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}}), ("last|this|next <season>", Classifier{okData = ClassData{prior = 0.0, unseen = -2.0794415416798357, likelihoods = HashMap.fromList [("", 0.0)], n = 6}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("the <ordinal> quarter", Classifier{okData = ClassData{prior = -0.6931471805599453, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("ordinal (digits)quarter (grain)", -0.6931471805599453), ("quarter", -0.6931471805599453)], n = 1}, koData = ClassData{prior = -0.6931471805599453, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("ordinal (digits)quarter (grain)", -0.6931471805599453), ("quarter", -0.6931471805599453)], n = 1}}), ("the nth <time> after <time>", Classifier{okData = ClassData{prior = 0.0, unseen = -2.0794415416798357, likelihoods = HashMap.fromList [("ordinals (first..twentieth,thirtieth,...)Super Tuesdayyear (latent)", -1.252762968495368), ("dayyear", -0.8472978603872037), ("ordinal (digits)Super Tuesdaythis|last|next <cycle>", -1.252762968495368)], n = 2}, koData = ClassData{prior = -infinity, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [], n = 0}}), ("Orthodox Good Friday", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("time-of-day (latent)", Classifier{okData = ClassData{prior = -0.7087724984630261, unseen = -4.867534450455582, likelihoods = HashMap.fromList [("integer (numeric)", -9.763846956391606e-2), ("integer (0..19)", -2.374905754573672)], n = 127}, koData = ClassData{prior = -0.6777622617204658, unseen = -4.897839799950911, likelihoods = HashMap.fromList [("integer (numeric)", -0.15415067982725836), ("integer (0..19)", -1.9459101490553135)], n = 131}}), ("beginning of year", Classifier{okData = ClassData{prior = 0.0, unseen = -1.791759469228055, likelihoods = HashMap.fromList [("", 0.0)], n = 4}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("last <day-of-week> of <time>", Classifier{okData = ClassData{prior = 0.0, unseen = -2.772588722239781, likelihoods = HashMap.fromList [("daymonth", -0.916290731874155), ("SundayMarch", -2.0149030205422647), ("MondayMarch", -2.0149030205422647), ("FridayOctober", -1.6094379124341003), ("Sundayintersect", -2.0149030205422647)], n = 5}, koData = ClassData{prior = -infinity, unseen = -1.791759469228055, likelihoods = HashMap.fromList [], n = 0}}), ("<integer> <unit-of-duration>", Classifier{okData = ClassData{prior = -0.5962052353677147, unseen = -5.3471075307174685, likelihoods = HashMap.fromList [("week", -2.7032769223495525), ("integer (0..19)year (grain)", -2.9444389791664407), ("integer (numeric)day (grain)", -2.7032769223495525), ("integer (0..19)second (grain) ", -3.9560398908449206), ("integer (0..19)hour (grain)", -3.1451096746285914), ("second", -3.550574782736756), ("integer (numeric)second (grain) ", -4.243721963296701), ("integer (numeric)year (grain)", -3.262892710284975), ("day", -2.4519624940686464), ("year", -2.4519624940686464), ("integer (numeric)week (grain)", -3.262892710284975), ("integer (0..19)month (grain)", -3.7328963395307104), ("integer (20..90)minute (grain)", -4.6491870714048655), ("hour", -2.777384894503274), ("month", -3.3964241029094975), ("integer (numeric)minute (grain)", -2.634284050862601), ("integer (0..19)minute (grain)", -3.262892710284975), ("integer (numeric)month (grain)", -4.243721963296701), ("minute", -2.2068400360356613), ("integer (numeric)hour (grain)", -3.7328963395307104), ("integer (0..19)day (grain)", -3.7328963395307104), ("integer (0..19)week (grain)", -3.3964241029094975)], n = 92}, koData = ClassData{prior = -0.8005056988804446, unseen = -5.170483995038151, likelihoods = HashMap.fromList [("week", -3.5553480614894135), ("integer (0..19)year (grain)", -4.0661736852554045), ("integer (numeric)day (grain)", -4.0661736852554045), ("integer (numeric)quarter (grain)", -4.0661736852554045), ("integer (numeric)year (grain)", -4.0661736852554045), ("day", -3.5553480614894135), ("quarter", -3.5553480614894135), ("year", -3.5553480614894135), ("integer (numeric)week (grain)", -4.0661736852554045), ("integer (0..19)month (grain)", -4.0661736852554045), ("hour", -1.157452788691043), ("month", -3.5553480614894135), ("integer (numeric)minute (grain)", -4.471638793363569), ("integer (numeric)month (grain)", -4.0661736852554045), ("minute", -4.471638793363569), ("integer (numeric)hour (grain)", -1.157452788691043), ("integer (0..19)day (grain)", -4.0661736852554045), ("integer (0..19)week (grain)", -4.0661736852554045), ("integer (0..19)quarter (grain)", -4.0661736852554045)], n = 75}}), ("from the <day-of-month> (ordinal or number) to the <day-of-month> (ordinal or number) <named-month> (interval)", Classifier{okData = ClassData{prior = 0.0, unseen = -2.772588722239781, likelihoods = HashMap.fromList [("ordinal (digits)ordinal (digits)July", -1.3217558399823195), ("integer (numeric)integer (numeric)July", -1.3217558399823195), ("month", -0.7621400520468967)], n = 6}, koData = ClassData{prior = -infinity, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [], n = 0}}), ("Guru Gobind Singh Jayanti", Classifier{okData = ClassData{prior = 0.0, unseen = -1.791759469228055, likelihoods = HashMap.fromList [("", 0.0)], n = 4}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("hhmm (latent)", Classifier{okData = ClassData{prior = 0.0, unseen = -2.0794415416798357, likelihoods = HashMap.fromList [("", 0.0)], n = 6}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Krishna Janmashtami", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("<time-of-day> am|pm", Classifier{okData = ClassData{prior = -0.26452876747706405, unseen = -5.717027701406222, likelihoods = HashMap.fromList [("from|since|after <time>", -3.767822656454056), ("integer after|past <hour-of-day>", -4.327438444389479), ("at <time-of-day>", -2.3815282953341654), ("<time-of-day> o'clock", -4.61512051684126), ("half after|past <hour-of-day>", -4.61512051684126), ("second", -4.61512051684126), ("hh:mm:ss", -4.61512051684126), ("<hour-of-day> <integer>", -4.104294893075269), ("<integer> minutes to|till|before <hour-of-day>", -5.020585624949423), ("time-of-day (latent)", -1.7063996202768983), ("hhmm (latent)", -5.020585624949423), ("hh:mm", -2.3815282953341654), ("quarter after|past <hour-of-day>", -3.5165082281731497), ("until <time>", -4.327438444389479), ("about|exactly <time-of-day>", -5.020585624949423), ("hour", -1.2593855092558615), ("<time-of-day> sharp|exactly", -5.020585624949423), ("minute", -1.68838111477422)], n = 142}, koData = ClassData{prior = -1.4591557093847622, unseen = -4.663439094112067, likelihoods = HashMap.fromList [("<integer> to|till|before <hour-of-day>", -3.2676659890376327), ("from|since|after <time>", -3.2676659890376327), ("at <time-of-day>", -3.5553480614894135), ("time-of-day (latent)", -1.157452788691043), ("hh:mm", -3.5553480614894135), ("until <time>", -3.960813169597578), ("hour", -1.0163741904311376), ("minute", -2.70805020110221)], n = 43}}), ("Yom Ha'atzmaut", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("on <day>", Classifier{okData = ClassData{prior = -0.21511137961694557, unseen = -4.0943445622221, likelihoods = HashMap.fromList [("Thursday", -1.8803128665695), ("mm/dd", -3.3843902633457743), ("absorption of , after named day", -2.691243082785829), ("intersect", -2.691243082785829), ("Saturday", -2.691243082785829), ("Friday", -2.9789251552376097), ("day", -0.8194409058842375), ("the <day-of-month> (ordinal)", -2.9789251552376097), ("intersect by \",\", \"of\", \"from\", \"'s\"", -2.691243082785829)], n = 25}, koData = ClassData{prior = -1.6422277352570913, unseen = -3.0910424533583156, likelihoods = HashMap.fromList [("intersect", -1.6582280766035324), ("day", -1.0986122886681098), ("intersect by \",\", \"of\", \"from\", \"'s\"", -1.6582280766035324)], n = 6}}), ("Thiru Onam", Classifier{okData = ClassData{prior = 0.0, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("", 0.0)], n = 3}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Thai Pongal", Classifier{okData = ClassData{prior = -0.5596157879354228, unseen = -1.791759469228055, likelihoods = HashMap.fromList [("", 0.0)], n = 4}, koData = ClassData{prior = -0.8472978603872037, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("", 0.0)], n = 3}}), ("Vijayadashami", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Administrative Professionals' Day", Classifier{okData = ClassData{prior = 0.0, unseen = -2.3025850929940455, likelihoods = HashMap.fromList [("", 0.0)], n = 8}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Thanksgiving Day", Classifier{okData = ClassData{prior = 0.0, unseen = -2.5649493574615367, likelihoods = HashMap.fromList [("", 0.0)], n = 11}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("part of <named-month>", Classifier{okData = ClassData{prior = 0.0, unseen = -2.1972245773362196, likelihoods = HashMap.fromList [("March", -0.6931471805599453), ("month", -0.6931471805599453)], n = 3}, koData = ClassData{prior = -infinity, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [], n = 0}}), ("a <unit-of-duration>", Classifier{okData = ClassData{prior = -1.0296194171811581, unseen = -3.5553480614894135, likelihoods = HashMap.fromList [("week", -2.1400661634962708), ("year (grain)", -2.4277482359480516), ("second", -2.833213344056216), ("week (grain)", -2.1400661634962708), ("day", -2.1400661634962708), ("minute (grain)", -2.833213344056216), ("year", -2.4277482359480516), ("second (grain) ", -2.833213344056216), ("minute", -2.833213344056216), ("day (grain)", -2.1400661634962708)], n = 10}, koData = ClassData{prior = -0.4418327522790392, unseen = -3.9318256327243257, likelihoods = HashMap.fromList [("hour (grain)", -2.3025850929940455), ("quarter", -1.3470736479666092), ("minute (grain)", -2.8134107167600364), ("hour", -2.3025850929940455), ("quarter (grain)", -1.3470736479666092), ("minute", -2.8134107167600364)], n = 18}}), ("at the beginning|end of <year>", Classifier{okData = ClassData{prior = -0.13353139262452263, unseen = -2.890371757896165, likelihoods = HashMap.fromList [("year (latent)", -1.2237754316221157), ("this|last|next <cycle>", -1.4469189829363254), ("year", -0.7537718023763802)], n = 7}, koData = ClassData{prior = -2.0794415416798357, unseen = -1.791759469228055, likelihoods = HashMap.fromList [("this|last|next <cycle>", -0.916290731874155), ("year", -0.916290731874155)], n = 1}}), ("Dhanteras", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Super Tuesday", Classifier{okData = ClassData{prior = 0.0, unseen = -3.1780538303479458, likelihoods = HashMap.fromList [("", 0.0)], n = 22}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Tu BiShvat", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Whit Monday", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("hh:mm", Classifier{okData = ClassData{prior = -0.14595391262307983, unseen = -4.276666119016055, likelihoods = HashMap.fromList [("", 0.0)], n = 70}, koData = ClassData{prior = -1.9965538818740682, unseen = -2.5649493574615367, likelihoods = HashMap.fromList [("", 0.0)], n = 11}}), ("Holi", Classifier{okData = ClassData{prior = -0.2876820724517809, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("", 0.0)], n = 3}, koData = ClassData{prior = -1.3862943611198906, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}}), ("upcoming <integer> <cycle>", Classifier{okData = ClassData{prior = 0.0, unseen = -4.02535169073515, likelihoods = HashMap.fromList [("week", -2.3978952727983707), ("integer (0..19)year (grain)", -2.908720896564361), ("integer (numeric)day (grain)", -2.908720896564361), ("integer (numeric)quarter (grain)", -2.908720896564361), ("integer (numeric)year (grain)", -2.908720896564361), ("day", -2.3978952727983707), ("quarter", -2.3978952727983707), ("year", -2.3978952727983707), ("integer (numeric)week (grain)", -2.908720896564361), ("integer (0..19)month (grain)", -2.908720896564361), ("month", -2.3978952727983707), ("integer (numeric)month (grain)", -2.908720896564361), ("integer (0..19)day (grain)", -2.908720896564361), ("integer (0..19)week (grain)", -2.908720896564361), ("integer (0..19)quarter (grain)", -2.908720896564361)], n = 20}, koData = ClassData{prior = -infinity, unseen = -2.772588722239781, likelihoods = HashMap.fromList [], n = 0}}), ("Rosh Hashanah", Classifier{okData = ClassData{prior = 0.0, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("", 0.0)], n = 3}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("<integer> <named-day> ago|back", Classifier{okData = ClassData{prior = 0.0, unseen = -1.9459101490553135, likelihoods = HashMap.fromList [("integer (numeric)Thursday", -0.6931471805599453), ("day", -0.6931471805599453)], n = 2}, koData = ClassData{prior = -infinity, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [], n = 0}}), ("<integer> upcoming <cycle>", Classifier{okData = ClassData{prior = 0.0, unseen = -4.02535169073515, likelihoods = HashMap.fromList [("week", -2.3978952727983707), ("integer (0..19)year (grain)", -2.908720896564361), ("integer (numeric)day (grain)", -2.908720896564361), ("integer (numeric)quarter (grain)", -2.908720896564361), ("integer (numeric)year (grain)", -2.908720896564361), ("day", -2.3978952727983707), ("quarter", -2.3978952727983707), ("year", -2.3978952727983707), ("integer (numeric)week (grain)", -2.908720896564361), ("integer (0..19)month (grain)", -2.908720896564361), ("month", -2.3978952727983707), ("integer (numeric)month (grain)", -2.908720896564361), ("integer (0..19)day (grain)", -2.908720896564361), ("integer (0..19)week (grain)", -2.908720896564361), ("integer (0..19)quarter (grain)", -2.908720896564361)], n = 20}, koData = ClassData{prior = -infinity, unseen = -2.772588722239781, likelihoods = HashMap.fromList [], n = 0}}), ("Holika Dahan", Classifier{okData = ClassData{prior = 0.0, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("", 0.0)], n = 3}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("quarter of an hour", Classifier{okData = ClassData{prior = 0.0, unseen = -1.791759469228055, likelihoods = HashMap.fromList [("", 0.0)], n = 4}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("second (grain) ", Classifier{okData = ClassData{prior = -0.6931471805599453, unseen = -2.0794415416798357, likelihoods = HashMap.fromList [("", 0.0)], n = 6}, koData = ClassData{prior = -0.6931471805599453, unseen = -2.0794415416798357, likelihoods = HashMap.fromList [("", 0.0)], n = 6}}), ("ordinals (first..twentieth,thirtieth,...)", Classifier{okData = ClassData{prior = -2.6668247082161294e-2, unseen = -3.6635616461296463, likelihoods = HashMap.fromList [("", 0.0)], n = 37}, koData = ClassData{prior = -3.6375861597263857, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}}), ("Mawlid", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Jumu'atul-Wida", Classifier{okData = ClassData{prior = 0.0, unseen = -1.791759469228055, likelihoods = HashMap.fromList [("", 0.0)], n = 4}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("<duration> after|before|from|past <time>", Classifier{okData = ClassData{prior = -0.7691330875378672, unseen = -4.189654742026425, likelihoods = HashMap.fromList [("a <unit-of-duration>now", -3.481240089335692), ("<integer> <unit-of-duration>hhhmm", -3.481240089335692), ("a <unit-of-duration>Christmas", -3.481240089335692), ("minuteminute", -3.481240089335692), ("dayday", -3.481240089335692), ("<integer> <unit-of-duration>today", -3.481240089335692), ("<integer> <unit-of-duration>time-of-day (latent)", -2.382627800667582), ("minutehour", -1.7764919970972666), ("daysecond", -3.481240089335692), ("a <unit-of-duration>right now", -3.481240089335692), ("minutenograin", -3.481240089335692), ("<integer> <unit-of-duration>Christmas", -3.481240089335692), ("<integer> <unit-of-duration>Easter Sunday", -3.481240089335692), ("secondnograin", -3.481240089335692), ("<integer> <unit-of-duration><time-of-day> am|pm", -2.5649493574615367), ("yearday", -2.7880929087757464), ("<integer> <unit-of-duration>noon|midnight|EOD|end of day", -3.481240089335692), ("daynograin", -3.481240089335692), ("<integer> <unit-of-duration>now", -3.0757749812275272)], n = 19}, koData = ClassData{prior = -0.6225296133459919, unseen = -4.276666119016055, likelihoods = HashMap.fromList [("quarterhour", -1.318240897874875), ("dayhour", -3.56953269648137), ("<integer> <unit-of-duration>intersect", -3.56953269648137), ("<integer> <unit-of-duration><day-of-month> (ordinal)", -3.56953269648137), ("a <unit-of-duration><time-of-day> am|pm", -2.065455299705096), ("a <unit-of-duration>time-of-day (latent)", -2.065455299705096), ("dayday", -2.8763855159214247), ("<integer> <unit-of-duration>time-of-day (latent)", -3.56953269648137), ("a <unit-of-duration>noon|midnight|EOD|end of day", -3.164067588373206), ("<integer> <unit-of-duration><day-of-month> (ordinal or number) <named-month>", -3.56953269648137)], n = 22}}), ("nth <day-of-week> of <month-or-greater>", Classifier{okData = ClassData{prior = -0.3677247801253174, unseen = -3.332204510175204, likelihoods = HashMap.fromList [("daymonth", -0.9932517730102834), ("ordinals (first..twentieth,thirtieth,...)Tuesdayintersect", -2.6026896854443837), ("ordinals (first..twentieth,thirtieth,...)Wednesdayintersect", -2.1972245773362196), ("ordinals (first..twentieth,thirtieth,...)Mondaythis|last|next <cycle>", -1.6863989535702288), ("ordinals (first..twentieth,thirtieth,...)TuesdayOctober", -2.1972245773362196)], n = 9}, koData = ClassData{prior = -1.1786549963416462, unseen = -2.890371757896165, likelihoods = HashMap.fromList [("daymonth", -1.4469189829363254), ("dayyear", -2.1400661634962708), ("ordinals (first..twentieth,thirtieth,...)TuesdaySeptember", -2.1400661634962708), ("ordinals (first..twentieth,thirtieth,...)WednesdayOctober", -1.7346010553881064), ("ordinals (first..twentieth,thirtieth,...)Sundayyear (latent)", -2.1400661634962708)], n = 4}}), ("quarter after|past <hour-of-day>", Classifier{okData = ClassData{prior = 0.0, unseen = -3.1780538303479458, likelihoods = HashMap.fromList [("noon|midnight|EOD|end of day", -2.03688192726104), ("time-of-day (latent)", -0.9382696385929302), ("hour", -0.7375989431307791)], n = 10}, koData = ClassData{prior = -infinity, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [], n = 0}}), ("yyyy-mm", Classifier{okData = ClassData{prior = -1.0986122886681098, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -0.40546510810816444, unseen = -1.791759469228055, likelihoods = HashMap.fromList [("", 0.0)], n = 4}}), ("until <time>", Classifier{okData = ClassData{prior = -1.252762968495368, unseen = -3.295836866004329, likelihoods = HashMap.fromList [("year (latent)", -2.159484249353372), ("time-of-day (latent)", -2.5649493574615367), ("year", -2.159484249353372), ("<time-of-day> am|pm", -1.8718021769015913), ("hh:mm", -2.159484249353372), ("hour", -2.159484249353372), ("minute", -1.6486586255873816)], n = 8}, koData = ClassData{prior = -0.3364722366212129, unseen = -3.9318256327243257, likelihoods = HashMap.fromList [("intersect", -2.3025850929940455), ("yesterday", -2.8134107167600364), ("day", -2.8134107167600364), ("time-of-day (latent)", -1.6094379124341003), ("<time-of-day> am|pm", -3.2188758248682006), ("hh:mm", -2.3025850929940455), ("hour", -1.4271163556401458), ("minute", -1.8325814637483102)], n = 20}}), ("the <cycle> after|before <time>", Classifier{okData = ClassData{prior = 0.0, unseen = -2.0794415416798357, likelihoods = HashMap.fromList [("day (grain)tomorrow", -1.252762968495368), ("dayday", -0.8472978603872037), ("day (grain)yesterday", -1.252762968495368)], n = 2}, koData = ClassData{prior = -infinity, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [], n = 0}}), ("about|exactly <time-of-day>", Classifier{okData = ClassData{prior = -0.15415067982725836, unseen = -3.6109179126442243, likelihoods = HashMap.fromList [("week", -1.791759469228055), ("hh(:mm) - <time-of-day> am|pm", -2.890371757896165), ("this|last|next <cycle>", -1.791759469228055), ("day", -2.4849066497880004), ("time-of-day (latent)", -2.890371757896165), ("hhmm (latent)", -2.4849066497880004), ("<time-of-day> am|pm", -2.890371757896165), ("hour", -2.1972245773362196), ("next <time>", -2.890371757896165), ("this|next <day-of-week>", -2.890371757896165), ("minute", -2.4849066497880004)], n = 12}, koData = ClassData{prior = -1.9459101490553135, unseen = -2.833213344056216, likelihoods = HashMap.fromList [("mm/dd", -2.0794415416798357), ("day", -2.0794415416798357), ("time-of-day (latent)", -2.0794415416798357), ("hour", -2.0794415416798357)], n = 2}}), ("Sukkot", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("<day> in <duration>", Classifier{okData = ClassData{prior = -0.1823215567939546, unseen = -2.9444389791664407, likelihoods = HashMap.fromList [("monthyear", -1.791759469228055), ("Marcha <unit-of-duration>", -2.1972245773362196), ("March<integer> <unit-of-duration>", -2.1972245773362196), ("Super Tuesday<integer> <unit-of-duration>", -2.1972245773362196), ("Vijayadashami<integer> <unit-of-duration>", -2.1972245773362196), ("dayyear", -1.5040773967762742), ("Tax Day<integer> <unit-of-duration>", -2.1972245773362196)], n = 5}, koData = ClassData{prior = -1.791759469228055, unseen = -2.3978952727983707, likelihoods = HashMap.fromList [("Tuesday<integer> <unit-of-duration>", -1.6094379124341003), ("dayyear", -1.6094379124341003)], n = 1}}), ("World Vegan Day", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Daylight Saving End Day", Classifier{okData = ClassData{prior = 0.0, unseen = -1.791759469228055, likelihoods = HashMap.fromList [("", 0.0)], n = 4}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("intersect by \",\", \"of\", \"from\", \"'s\"", Classifier{okData = ClassData{prior = -0.5432070332690304, unseen = -5.44673737166631, likelihoods = HashMap.fromList [("intersectthis|last|next <cycle>", -4.749270529961848), ("Wednesday<named-month> <day-of-month> (non ordinal)", -4.749270529961848), ("dayhour", -4.343805421853684), ("daymonth", -2.0412203288596382), ("<named-month> <day-of-month> (non ordinal)Friday", -4.749270529961848), ("Friday<named-month> <day-of-month> (non ordinal)", -3.4965075614664802), ("Wednesdayintersect", -4.749270529961848), ("Labor Daythis|last|next <cycle>", -4.749270529961848), ("from <datetime> - <datetime> (interval)July", -3.3629761688419575), ("Black Fridaythis|last|next <cycle>", -4.749270529961848), ("<part-of-day> of <time>February", -4.749270529961848), ("Saturday<time-of-day> am|pm", -4.749270529961848), ("Martin Luther King's Daythis|last|next <cycle>", -4.343805421853684), ("hourmonth", -4.749270529961848), ("Fridayintersect by \",\", \"of\", \"from\" for year", -4.056123349401903), ("dayday", -2.497978731355353), ("the <day-of-month> (ordinal)February", -4.343805421853684), ("WednesdayOctober", -4.749270529961848), ("Wednesdaythis|last|next <cycle>", -4.343805421853684), ("intersect<named-month> <day-of-month> (non ordinal)", -3.4965075614664802), ("dayyear", -3.4965075614664802), ("Saturday<named-month> <day-of-month> (non ordinal)", -4.749270529961848), ("Thursdayhh:mm", -4.343805421853684), ("Thanksgiving Daythis|last|next <cycle>", -4.749270529961848), ("Memorial Daythis|last|next <cycle>", -4.749270529961848), ("TuesdayOctober", -4.749270529961848), ("the <day-of-month> (ordinal)March", -3.6506582412937383), ("Mondaythis|last|next <cycle>", -3.832979798087693), ("Fridayintersect", -4.056123349401903), ("Thursday<datetime> - <datetime> (interval)", -4.343805421853684), ("intersectOctober", -4.343805421853684), ("Thursday<time-of-day> - <time-of-day> (interval)", -3.832979798087693), ("Tuesdaythis|last|next <cycle>", -4.343805421853684), ("Sunday<named-month> <day-of-month> (non ordinal)", -4.749270529961848), ("dayminute", -2.9575110607337933), ("minuteday", -3.4965075614664802), ("this|last|next <cycle>Sunday", -4.749270529961848), ("Sundaythis|last|next <cycle>", -4.749270529961848), ("on <day><time-of-day> am|pm", -4.749270529961848), ("intersectintersect", -4.749270529961848), ("weekday", -4.749270529961848), ("dayweek", -3.6506582412937383), ("Monday<named-month> <day-of-month> (non ordinal)", -4.343805421853684), ("<datetime> - <datetime> (interval)July", -3.832979798087693), ("on <day><named-month> <day-of-month> (non ordinal)", -4.056123349401903)], n = 79}, koData = ClassData{prior = -0.8696036179015019, unseen = -5.236441962829949, likelihoods = HashMap.fromList [("week-endJuly", -4.537961436294641), ("week-endOctober", -3.844814255734696), ("daymonth", -1.7971214123694403), ("TuesdaySeptember", -4.537961436294641), ("Wednesdayintersect", -4.537961436294641), ("from <datetime> - <datetime> (interval)July", -3.4393491476265314), ("from <time-of-day> - <time-of-day> (interval)July", -4.537961436294641), ("hournograin", -4.132496328186477), ("from|since|after <time>July", -4.132496328186477), ("hourmonth", -2.592051287239328), ("Fridaythis|last|next <cycle>", -4.537961436294641), ("SundayFebruary", -4.537961436294641), ("on <day>September", -3.844814255734696), ("WednesdayOctober", -4.537961436294641), ("intersectnow", -4.132496328186477), ("week-endintersect", -4.537961436294641), ("dayyear", -4.537961436294641), ("FridayJuly", -3.6216707044204863), ("FridaySeptember", -4.132496328186477), ("the <day-of-month> (ordinal)July", -3.6216707044204863), ("WednesdayFebruary", -4.537961436294641), ("minutemonth", -3.0338840395183673), ("Mondaythis|last|next <cycle>", -4.537961436294641), ("SundayMarch", -4.537961436294641), ("MondayFebruary", -4.132496328186477), ("Fridayintersect", -4.537961436294641), ("intersectOctober", -4.537961436294641), ("dayminute", -4.537961436294641), ("SaturdaySeptember", -4.537961436294641), ("intersectSeptember", -3.1516670751747506), ("Tuesdaynow", -4.132496328186477), ("MondayMarch", -4.537961436294641), ("FridayOctober", -4.537961436294641), ("daynograin", -4.132496328186477), ("<integer> to|till|before <hour-of-day>July", -4.537961436294641), ("Tuesdayintersect", -4.537961436294641), ("<time-of-day> - <time-of-day> (interval)July", -4.537961436294641), ("<datetime> - <datetime> (interval)July", -4.537961436294641), ("Sundayintersect", -4.537961436294641)], n = 57}}), ("last <time>", Classifier{okData = ClassData{prior = -0.496436886313891, unseen = -3.8066624897703196, likelihoods = HashMap.fromList [("Father's Day", -3.0910424533583156), ("Martin Luther King's Day", -3.0910424533583156), ("Cyber Monday", -3.0910424533583156), ("Memorial Day", -3.0910424533583156), ("Mother's Day", -3.0910424533583156), ("day", -1.1451323043030026), ("Sunday", -3.0910424533583156), ("Chinese New Year", -2.3978952727983707), ("Thanksgiving Day", -3.0910424533583156), ("Super Tuesday", -3.0910424533583156), ("Easter Sunday", -3.0910424533583156), ("hour", -3.0910424533583156), ("Tuesday", -3.0910424533583156), ("week-end", -3.0910424533583156)], n = 14}, koData = ClassData{prior = -0.9382696385929302, unseen = -3.5553480614894135, likelihoods = HashMap.fromList [("Monday", -2.833213344056216), ("Friday", -2.4277482359480516), ("day", -1.916922612182061), ("Sunday", -2.833213344056216), ("hour", -1.7346010553881064), ("week-end", -1.7346010553881064)], n = 9}}), ("March", Classifier{okData = ClassData{prior = 0.0, unseen = -3.332204510175204, likelihoods = HashMap.fromList [("", 0.0)], n = 26}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("<named-month>|<named-day> <day-of-month> (ordinal)", Classifier{okData = ClassData{prior = -0.1823215567939546, unseen = -3.4339872044851463, likelihoods = HashMap.fromList [("Octoberordinal (digits)", -2.0149030205422647), ("Thursdayordinal (digits)", -2.70805020110221), ("day", -2.3025850929940455), ("Augustordinal (digits)", -2.70805020110221), ("Marchordinals (first..twentieth,thirtieth,...)", -2.3025850929940455), ("Tuesdayordinal (digits)", -2.70805020110221), ("Octoberordinals (first..twentieth,thirtieth,...)", -2.70805020110221), ("month", -1.2039728043259361), ("Marchordinal (digits)", -2.70805020110221)], n = 10}, koData = ClassData{prior = -1.791759469228055, unseen = -2.70805020110221, likelihoods = HashMap.fromList [("from|since|after <time>ordinal (digits)", -1.9459101490553135), ("Augustordinal (digits)", -1.9459101490553135), ("month", -1.540445040947149)], n = 2}}), ("Labor Day weekend", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Clean Monday", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("<day-of-month> (ordinal)", Classifier{okData = ClassData{prior = -0.6632942174102642, unseen = -2.995732273553991, likelihoods = HashMap.fromList [("ordinals (first..twentieth,thirtieth,...)", -1.3350010667323402), ("ordinal (digits)", -0.3053816495511819)], n = 17}, koData = ClassData{prior = -0.723918839226699, unseen = -2.9444389791664407, likelihoods = HashMap.fromList [("ordinals (first..twentieth,thirtieth,...)", -0.49247648509779407), ("ordinal (digits)", -0.9444616088408514)], n = 16}}), ("<time> (timezone)", Classifier{okData = ClassData{prior = 0.0, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("<time-of-day> am|pm", -0.6931471805599453), ("hour", -0.6931471805599453)], n = 1}, koData = ClassData{prior = -infinity, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [], n = 0}}), ("Emergency Medical Services Week", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Veterans Day", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Easter Sunday", Classifier{okData = ClassData{prior = -0.2876820724517809, unseen = -2.0794415416798357, likelihoods = HashMap.fromList [("", 0.0)], n = 6}, koData = ClassData{prior = -1.3862943611198906, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}}), ("Christmas", Classifier{okData = ClassData{prior = 0.0, unseen = -2.70805020110221, likelihoods = HashMap.fromList [("", 0.0)], n = 13}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("<datetime> - <datetime> (interval) timezone", Classifier{okData = ClassData{prior = 0.0, unseen = -2.3025850929940455, likelihoods = HashMap.fromList [("minuteminute", -0.8109302162163288), ("hh:mmhh:mm", -1.5040773967762742), ("hhhmmhhhmm", -1.0986122886681098)], n = 3}, koData = ClassData{prior = -infinity, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [], n = 0}}), ("mm.dd.yyyy", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Isra and Mi'raj", Classifier{okData = ClassData{prior = 0.0, unseen = -1.791759469228055, likelihoods = HashMap.fromList [("", 0.0)], n = 4}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("<day-of-month> (ordinal or number) of <month>", Classifier{okData = ClassData{prior = -0.5679840376059393, unseen = -3.784189633918261, likelihoods = HashMap.fromList [("ordinal (digits)July", -3.068052935133617), ("ordinals (first..twentieth,thirtieth,...)March", -1.9694406464655074), ("ordinal (digits)this|last|next <cycle>", -2.374905754573672), ("integer (numeric)this|last|next <cycle>", -2.662587827025453), ("ordinal (digits)February", -3.068052935133617), ("integer (numeric)February", -2.662587827025453), ("month", -0.8708283577973976), ("ordinal (digits)March", -2.662587827025453), ("integer (numeric)July", -3.068052935133617)], n = 17}, koData = ClassData{prior = -0.8362480242006186, unseen = -3.58351893845611, likelihoods = HashMap.fromList [("ordinal (digits)July", -1.6094379124341003), ("ordinal (digits)February", -2.8622008809294686), ("month", -0.916290731874155), ("integer (numeric)July", -1.6094379124341003)], n = 13}}), ("Independence Day", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("decimal number", Classifier{okData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}, koData = ClassData{prior = 0.0, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("", 0.0)], n = 3}}), ("<day-of-month>(ordinal or number)/<named-month>/year", Classifier{okData = ClassData{prior = 0.0, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("ordinal (digits)April", -0.6931471805599453), ("month", -0.6931471805599453)], n = 1}, koData = ClassData{prior = -infinity, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [], n = 0}}), ("Naraka Chaturdashi", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("yyyyqq", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("beginning of month", Classifier{okData = ClassData{prior = 0.0, unseen = -2.0794415416798357, likelihoods = HashMap.fromList [("", 0.0)], n = 6}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("next <time>", Classifier{okData = ClassData{prior = -0.12516314295400605, unseen = -3.828641396489095, likelihoods = HashMap.fromList [("Martin Luther King's Day", -2.4203681286504293), ("Halloween", -3.1135153092103742), ("Boss's Day", -3.1135153092103742), ("Memorial Day", -3.1135153092103742), ("Monday", -2.70805020110221), ("Tax Day", -3.1135153092103742), ("Mother's Day", -3.1135153092103742), ("day", -1.0986122886681098), ("Thanksgiving Day", -3.1135153092103742), ("Super Tuesday", -3.1135153092103742), ("March", -3.1135153092103742), ("month", -3.1135153092103742), ("Tuesday", -2.70805020110221)], n = 15}, koData = ClassData{prior = -2.1400661634962708, unseen = -2.995732273553991, likelihoods = HashMap.fromList [("Wednesday", -2.2512917986064953), ("Saturday", -2.2512917986064953), ("day", -1.845826690498331)], n = 2}}), ("<time-of-day> sharp|exactly", Classifier{okData = ClassData{prior = 0.0, unseen = -2.890371757896165, likelihoods = HashMap.fromList [("at <time-of-day>", -2.1400661634962708), ("time-of-day (latent)", -2.1400661634962708), ("hhmm (latent)", -2.1400661634962708), ("<time-of-day> am|pm", -2.1400661634962708), ("hh:mm", -2.1400661634962708), ("hour", -1.7346010553881064), ("minute", -1.4469189829363254)], n = 5}, koData = ClassData{prior = -infinity, unseen = -2.0794415416798357, likelihoods = HashMap.fromList [], n = 0}}), ("the <ordinal> closest <day> to <time>", Classifier{okData = ClassData{prior = -0.3677247801253174, unseen = -3.4657359027997265, likelihoods = HashMap.fromList [("ordinals (first..twentieth,thirtieth,...)Super Tuesdaythe nth <day-of-week> of <month-or-greater>", -2.740840023925201), ("ordinals (first..twentieth,thirtieth,...)Monday<named-month>|<named-day> <day-of-month> (ordinal)", -2.740840023925201), ("ordinals (first..twentieth,thirtieth,...)Christmastoday", -2.740840023925201), ("ordinals (first..twentieth,thirtieth,...)Super TuesdayMini-Tuesday", -2.740840023925201), ("ordinals (first..twentieth,thirtieth,...)Super Tuesdayintersect", -2.3353749158170367), ("dayday", -1.1314021114911006), ("ordinal (digits)Super TuesdayMini-Tuesday", -2.740840023925201), ("ordinals (first..twentieth,thirtieth,...)Super Tuesdayintersect by \",\", \"of\", \"from\" for year", -2.740840023925201), ("ordinal (digits)Christmastoday", -2.740840023925201)], n = 9}, koData = ClassData{prior = -1.1786549963416462, unseen = -3.0910424533583156, likelihoods = HashMap.fromList [("daymonth", -2.3513752571634776), ("ordinals (first..twentieth,thirtieth,...)Super Tuesdayintersect", -2.3513752571634776), ("dayday", -1.6582280766035324), ("ordinals (first..twentieth,thirtieth,...)Super TuesdayTax Day", -2.3513752571634776), ("ordinals (first..twentieth,thirtieth,...)Super Tuesdaythe <day-of-month> (ordinal)", -2.3513752571634776), ("ordinals (first..twentieth,thirtieth,...)MondayOctober", -2.3513752571634776)], n = 4}}), ("Islamic New Year", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Lent", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("negative numbers", Classifier{okData = ClassData{prior = -infinity, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [], n = 0}, koData = ClassData{prior = 0.0, unseen = -3.8066624897703196, likelihoods = HashMap.fromList [("integer (numeric)", -4.652001563489282e-2), ("integer (0..19)", -3.0910424533583156)], n = 42}}), ("about|exactly <duration>", Classifier{okData = ClassData{prior = 0.0, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("half a <time-grain>", -0.6931471805599453), ("minute", -0.6931471805599453)], n = 1}, koData = ClassData{prior = -infinity, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [], n = 0}}), ("Purim", Classifier{okData = ClassData{prior = -0.6931471805599453, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -0.6931471805599453, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}}), ("<time> before last|after next", Classifier{okData = ClassData{prior = -0.1823215567939546, unseen = -2.890371757896165, likelihoods = HashMap.fromList [("Wednesday", -2.1400661634962708), ("Friday", -1.7346010553881064), ("day", -1.2237754316221157), ("Super Tuesday", -2.1400661634962708), ("March", -2.1400661634962708), ("month", -2.1400661634962708)], n = 5}, koData = ClassData{prior = -1.791759469228055, unseen = -2.3025850929940455, likelihoods = HashMap.fromList [("day", -1.5040773967762742), ("Tuesday", -1.5040773967762742)], n = 1}}), ("by the end of <time>", Classifier{okData = ClassData{prior = 0.0, unseen = -2.3025850929940455, likelihoods = HashMap.fromList [("this|last|next <cycle>", -0.8109302162163288), ("year", -1.5040773967762742), ("month", -1.0986122886681098)], n = 3}, koData = ClassData{prior = -infinity, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [], n = 0}}), ("half an hour (abbrev).", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("hhmm (military) am|pm", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("<datetime> - <datetime> (interval)", Classifier{okData = ClassData{prior = -1.3424917384614978, unseen = -4.890349128221754, likelihoods = HashMap.fromList [("intersecthh:mm", -3.784189633918261), ("from|since|after <time>hh:mm", -3.2733640101522705), ("minuteminute", -1.7047480922384253), ("<time> timezone<time> timezone", -3.4965075614664802), ("the <day-of-month> (ordinal)the <day-of-month> (ordinal)", -3.784189633918261), ("hh:mmhh:mm", -2.6855773452501515), ("dayday", -2.6855773452501515), ("hhhmmhhhmm", -3.2733640101522705), ("hourhour", -3.784189633918261), ("<named-month> <day-of-month> (non ordinal)<named-month> <day-of-month> (non ordinal)", -3.784189633918261), ("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm", -3.784189633918261), ("<time-of-day> am|pmhh:mm:ss", -4.189654742026425), ("hoursecond", -3.784189633918261), ("<time-of-day> am|pm<time-of-day> am|pm", -3.4965075614664802), ("from|since|after <time>the <day-of-month> (ordinal)", -3.2733640101522705)], n = 35}, koData = ClassData{prior = -0.3027199498163214, unseen = -5.564520407322694, likelihoods = HashMap.fromList [("hhhmm<time> timezone", -4.462069342347418), ("<time> timezonehhhmm", -4.462069342347418), ("hourday", -3.258096538021482), ("<named-month> <day-of-month> (non ordinal)July", -4.867534450455582), ("dayhour", -4.867534450455582), ("daymonth", -3.6147714819602146), ("Super TuesdayMarch", -4.867534450455582), ("Tuesdaythe nth <day-of-week> of <month-or-greater>", -4.867534450455582), ("Tuesdaythe <day-of-month> (ordinal)", -4.867534450455582), ("from|since|after <time><day-of-month> (ordinal or number) of <month>", -3.951243718581427), ("TuesdayTax Day", -4.867534450455582), ("<time-of-day> am|pmintersect", -4.867534450455582), ("MondayOctober", -4.462069342347418), ("from|since|after <time>hh:mm", -4.867534450455582), ("hh:mm<time-of-day> am|pm", -3.7689221617874726), ("hhhmmintersect", -4.867534450455582), ("minuteminute", -2.425187415086378), ("from|since|after <time><time-of-day> am|pm", -4.174387269895637), ("hh:mmhh:mm", -4.174387269895637), ("dayday", -1.5903897174634058), ("from|since|after <time><day-of-month> (ordinal or number) <named-month>", -3.951243718581427), ("hhhmmhhhmm", -4.462069342347418), ("hourhour", -3.951243718581427), ("Super Tuesdayintersect by \",\", \"of\", \"from\" for year", -4.462069342347418), ("hourminute", -4.867534450455582), ("Super Tuesdaythe nth <day-of-week> of <month-or-greater>", -4.867534450455582), ("TuesdayMarch", -4.867534450455582), ("minutehour", -3.951243718581427), ("<time> timezonehh:mm", -4.867534450455582), ("hh:mm<time> timezone", -4.867534450455582), ("the <day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"", -4.867534450455582), ("from|since|after <time><day-of-month> (ordinal or number) of <named-month>", -3.951243718581427), ("Super Tuesday<named-month> <day-of-month> (non ordinal)", -4.867534450455582), ("hh:mmintersect", -3.951243718581427), ("Super Tuesdayintersect", -4.174387269895637), ("<named-month> <day-of-month> (non ordinal)August", -4.867534450455582), ("Christmastoday", -4.174387269895637), ("Super TuesdayMini-Tuesday", -4.174387269895637), ("about|exactly <time-of-day><time-of-day> am|pm", -4.867534450455582), ("from|since|after <time>intersect", -3.3634570536793085), ("Tuesdayintersect by \",\", \"of\", \"from\" for year", -4.462069342347418), ("from|since|after <time>intersect by \",\", \"of\", \"from\", \"'s\"", -3.951243718581427), ("Monday<named-month>|<named-day> <day-of-month> (ordinal)", -4.462069342347418), ("<time-of-day> am|pmhh:mm", -4.867534450455582), ("Tuesday<named-month> <day-of-month> (non ordinal)", -4.867534450455582), ("from|since|after <time>the <day-of-month> (ordinal or number) of <named-month>", -3.3634570536793085), ("the <day-of-month> (ordinal)<day-of-month> (ordinal or number) <named-month>", -4.867534450455582), ("Super TuesdayTax Day", -4.867534450455582), ("from|since|after <time>the <day-of-month> (ordinal)", -4.867534450455582), ("the <day-of-month> (ordinal)the <day-of-month> (ordinal or number) of <named-month>", -4.462069342347418), ("Monday<named-month> <day-of-month> (non ordinal)", -4.867534450455582), ("Super Tuesdaythe <day-of-month> (ordinal)", -4.867534450455582), ("Tuesdayintersect", -4.462069342347418), ("the <day-of-month> (ordinal)intersect", -4.462069342347418)], n = 99}}), ("Tuesday", Classifier{okData = ClassData{prior = -1.0986122886681098, unseen = -2.772588722239781, likelihoods = HashMap.fromList [("", 0.0)], n = 14}, koData = ClassData{prior = -0.40546510810816444, unseen = -3.4011973816621555, likelihoods = HashMap.fromList [("", 0.0)], n = 28}}), ("New Year's Day", Classifier{okData = ClassData{prior = -1.8718021769015913, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -0.1670540846631662, unseen = -2.5649493574615367, likelihoods = HashMap.fromList [("", 0.0)], n = 11}}), ("fortnight", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Memorial Day weekend", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("<integer> and an half hour", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("integer (numeric)", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Laylat al-Qadr", Classifier{okData = ClassData{prior = 0.0, unseen = -1.791759469228055, likelihoods = HashMap.fromList [("", 0.0)], n = 4}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Boghi", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("at the beginning|end of <named-month>", Classifier{okData = ClassData{prior = -0.2231435513142097, unseen = -2.5649493574615367, likelihoods = HashMap.fromList [("January", -1.3862943611198906), ("April", -1.3862943611198906), ("month", -0.8754687373538999)], n = 4}, koData = ClassData{prior = -1.6094379124341003, unseen = -1.9459101490553135, likelihoods = HashMap.fromList [("October", -1.0986122886681098), ("month", -1.0986122886681098)], n = 1}}), ("<time-of-day> - <time-of-day> (interval)", Classifier{okData = ClassData{prior = -1.1512560221535317, unseen = -4.68213122712422, likelihoods = HashMap.fromList [("from|since|after <time>hh:mm", -3.0633909220278057), ("hh:mmtime-of-day (latent)", -3.2865344733420154), ("minuteminute", -1.6770965609079151), ("<time> timezone<time> timezone", -3.2865344733420154), ("from|since|after <time><time-of-day> am|pm", -3.979681653901961), ("hh:mmhh:mm", -2.4756042571256867), ("<time-of-day> am|pmtime-of-day (latent)", -3.2865344733420154), ("hhhmmhhhmm", -3.0633909220278057), ("hourhour", -2.4756042571256867), ("minutehour", -2.4756042571256867), ("<time-of-day> am|pmhh:mm:ss", -3.979681653901961), ("hhhmmtime-of-day (latent)", -3.2865344733420154), ("hoursecond", -3.5742165457937967), ("from|since|after <time>time-of-day (latent)", -3.2865344733420154), ("<time-of-day> am|pm<time-of-day> am|pm", -3.0633909220278057)], n = 37}, koData = ClassData{prior = -0.3801473001238745, unseen = -5.267858159063328, likelihoods = HashMap.fromList [("hhhmm<time> timezone", -4.164077900236776), ("<time> timezonehhhmm", -4.164077900236776), ("about|exactly <time-of-day>time-of-day (latent)", -4.56954300834494), ("until <time>time-of-day (latent)", -3.316780039849572), ("from|since|after <time>hh:mm", -4.56954300834494), ("hh:mmtime-of-day (latent)", -2.4901014666651045), ("hh:mm<time-of-day> am|pm", -3.1832486472250494), ("minuteminute", -2.4901014666651045), ("from|since|after <time><time-of-day> am|pm", -3.653252276470785), ("hh:mmhh:mm", -3.876395827784995), ("<time-of-day> am|pmtime-of-day (latent)", -4.164077900236776), ("hhhmmhhhmm", -4.164077900236776), ("at <time-of-day><time-of-day> am|pm", -4.56954300834494), ("hourhour", -2.0045936508834035), ("from|since|after <time><integer> to|till|before <hour-of-day>", -3.876395827784995), ("hourminute", -3.4709307196768306), ("minutehour", -1.6791712504487755), ("<time> timezonehh:mm", -4.56954300834494), ("hh:mm<time> timezone", -4.56954300834494), ("hhhmmtime-of-day (latent)", -3.876395827784995), ("until <time><time-of-day> am|pm", -4.164077900236776), ("about|exactly <time-of-day><time-of-day> am|pm", -4.56954300834494), ("<time-of-day> am|pmhh:mm", -4.56954300834494), ("<part-of-day> at <time-of-day>time-of-day (latent)", -3.876395827784995), ("from|since|after <time>time-of-day (latent)", -3.065465611568666), ("at <time-of-day>time-of-day (latent)", -3.653252276470785), ("<time> timezonetime-of-day (latent)", -3.876395827784995), ("<integer> to|till|before <hour-of-day><time-of-day> am|pm", -4.56954300834494), ("<integer> to|till|before <hour-of-day>time-of-day (latent)", -3.876395827784995)], n = 80}}), ("winter", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("nth <time> after <time>", Classifier{okData = ClassData{prior = -0.2876820724517809, unseen = -2.5649493574615367, likelihoods = HashMap.fromList [("dayday", -1.791759469228055), ("ordinals (first..twentieth,thirtieth,...)Super Tuesdayyear (latent)", -1.791759469228055), ("dayyear", -1.3862943611198906), ("ordinals (first..twentieth,thirtieth,...)Tuesdayintersect", -1.791759469228055), ("ordinal (digits)Super Tuesdaythis|last|next <cycle>", -1.791759469228055)], n = 3}, koData = ClassData{prior = -1.3862943611198906, unseen = -2.1972245773362196, likelihoods = HashMap.fromList [("dayday", -1.3862943611198906), ("ordinals (first..twentieth,thirtieth,...)TuesdayChristmas", -1.3862943611198906)], n = 1}}), ("Ugadi", Classifier{okData = ClassData{prior = 0.0, unseen = -2.1972245773362196, likelihoods = HashMap.fromList [("", 0.0)], n = 7}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("<named-month> <day-of-month> (non ordinal)", Classifier{okData = ClassData{prior = -0.3528213746227423, unseen = -4.127134385045092, likelihoods = HashMap.fromList [("Augustinteger (numeric)", -2.7245795030534206), ("Marchinteger (numeric)", -2.7245795030534206), ("Aprilinteger (numeric)", -3.417726683613366), ("month", -0.8150369981689822), ("Februaryinteger (numeric)", -2.164963715117998), ("Septemberinteger (numeric)", -2.7245795030534206), ("Octoberinteger (numeric)", -2.7245795030534206), ("Julyinteger (numeric)", -2.031432322493475)], n = 26}, koData = ClassData{prior = -1.213022639845854, unseen = -3.4657359027997265, likelihoods = HashMap.fromList [("Augustinteger (numeric)", -2.3353749158170367), ("Marchinteger (numeric)", -2.740840023925201), ("Aprilinteger (numeric)", -2.740840023925201), ("month", -0.9490805546971459), ("from|since|after <time>integer (numeric)", -2.3353749158170367), ("Julyinteger (numeric)", -1.6422277352570913)], n = 11}}), ("President's Day", Classifier{okData = ClassData{prior = 0.0, unseen = -1.9459101490553135, likelihoods = HashMap.fromList [("", 0.0)], n = 5}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Diwali", Classifier{okData = ClassData{prior = -0.2876820724517809, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("", 0.0)], n = 3}, koData = ClassData{prior = -1.3862943611198906, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}}), ("last night", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("this|next <day-of-week>", Classifier{okData = ClassData{prior = 0.0, unseen = -3.1354942159291497, likelihoods = HashMap.fromList [("Thursday", -2.3978952727983707), ("Wednesday", -2.3978952727983707), ("Saturday", -2.3978952727983707), ("Monday", -1.7047480922384253), ("day", -0.8938178760220964), ("Tuesday", -1.9924301646902063)], n = 8}, koData = ClassData{prior = -infinity, unseen = -1.9459101490553135, likelihoods = HashMap.fromList [], n = 0}}), ("ordinal (digits)", Classifier{okData = ClassData{prior = 0.0, unseen = -4.174387269895637, likelihoods = HashMap.fromList [("", 0.0)], n = 63}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("quarter (grain)", Classifier{okData = ClassData{prior = -0.4700036292457356, unseen = -3.0910424533583156, likelihoods = HashMap.fromList [("", 0.0)], n = 20}, koData = ClassData{prior = -0.9808292530117262, unseen = -2.639057329615259, likelihoods = HashMap.fromList [("", 0.0)], n = 12}}), ("last <cycle> of <time>", Classifier{okData = ClassData{prior = -0.916290731874155, unseen = -3.1354942159291497, likelihoods = HashMap.fromList [("day (grain)October", -1.9924301646902063), ("daymonth", -1.4816045409242156), ("day (grain)intersect", -1.9924301646902063), ("weekmonth", -1.9924301646902063), ("week (grain)intersect", -2.3978952727983707), ("week (grain)September", -2.3978952727983707)], n = 6}, koData = ClassData{prior = -0.5108256237659907, unseen = -3.367295829986474, likelihoods = HashMap.fromList [("daymonth", -2.2335922215070942), ("day (grain)May", -2.2335922215070942), ("week (grain)year (latent)", -1.9459101490553135), ("weekmonth", -1.7227665977411035), ("week (grain)October", -2.2335922215070942), ("weekyear", -1.9459101490553135), ("week (grain)intersect", -2.2335922215070942)], n = 9}}), ("Chhath", Classifier{okData = ClassData{prior = 0.0, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("", 0.0)], n = 3}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Vasant Panchami", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("<day-of-month>(ordinal) <named-month> year", Classifier{okData = ClassData{prior = 0.0, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("ordinal (digits)April", -0.6931471805599453), ("month", -0.6931471805599453)], n = 1}, koData = ClassData{prior = -infinity, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [], n = 0}}), ("the <ordinal> last <cycle> of <time>", Classifier{okData = ClassData{prior = 0.0, unseen = -2.9444389791664407, likelihoods = HashMap.fromList [("ordinals (first..twentieth,thirtieth,...)week (grain)year (latent)", -2.1972245773362196), ("daymonth", -2.1972245773362196), ("ordinal (digits)day (grain)May", -2.1972245773362196), ("ordinals (first..twentieth,thirtieth,...)week (grain)intersect", -2.1972245773362196), ("weekmonth", -1.791759469228055), ("ordinal (digits)week (grain)year (latent)", -2.1972245773362196), ("weekyear", -1.791759469228055), ("ordinals (first..twentieth,thirtieth,...)week (grain)October", -2.1972245773362196)], n = 5}, koData = ClassData{prior = -infinity, unseen = -2.1972245773362196, likelihoods = HashMap.fromList [], n = 0}}), ("Black Friday", Classifier{okData = ClassData{prior = 0.0, unseen = -1.791759469228055, likelihoods = HashMap.fromList [("", 0.0)], n = 4}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Labor Day", Classifier{okData = ClassData{prior = -0.2876820724517809, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("", 0.0)], n = 3}, koData = ClassData{prior = -1.3862943611198906, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}}), ("week-end", Classifier{okData = ClassData{prior = -1.5040773967762742, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -0.25131442828090605, unseen = -2.1972245773362196, likelihoods = HashMap.fromList [("", 0.0)], n = 7}}), ("Great Lent", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Maundy Thursday", Classifier{okData = ClassData{prior = 0.0, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("", 0.0)], n = 3}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("day (grain)", Classifier{okData = ClassData{prior = 0.0, unseen = -3.6888794541139363, likelihoods = HashMap.fromList [("", 0.0)], n = 38}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Vaisakhi", Classifier{okData = ClassData{prior = 0.0, unseen = -1.791759469228055, likelihoods = HashMap.fromList [("", 0.0)], n = 4}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("right now", Classifier{okData = ClassData{prior = 0.0, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("", 0.0)], n = 3}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("for <duration> from <time>", Classifier{okData = ClassData{prior = -0.3364722366212129, unseen = -2.995732273553991, likelihoods = HashMap.fromList [("<integer> <unit-of-duration>intersect", -2.2512917986064953), ("<integer> <unit-of-duration><day-of-month> (ordinal)", -2.2512917986064953), ("<integer> + '\"from|since|after <time>", -2.2512917986064953), ("dayday", -1.55814461804655), ("minutehour", -1.845826690498331), ("<integer> + '\"<time-of-day> am|pm", -2.2512917986064953), ("<integer> <unit-of-duration><day-of-month> (ordinal or number) <named-month>", -2.2512917986064953)], n = 5}, koData = ClassData{prior = -1.252762968495368, unseen = -2.639057329615259, likelihoods = HashMap.fromList [("dayhour", -1.8718021769015913), ("<integer> + '\"from|since|after <time>", -1.8718021769015913), ("<integer> <unit-of-duration>time-of-day (latent)", -1.8718021769015913), ("minutehour", -1.8718021769015913)], n = 2}}), ("compose by multiplication", Classifier{okData = ClassData{prior = 0.0, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("integer (0..19)powers of tens", 0.0)], n = 3}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("end of year", Classifier{okData = ClassData{prior = 0.0, unseen = -2.4849066497880004, likelihoods = HashMap.fromList [("", 0.0)], n = 10}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("between <time> and <time>", Classifier{okData = ClassData{prior = -0.6931471805599453, unseen = -2.9444389791664407, likelihoods = HashMap.fromList [("minuteminute", -1.791759469228055), ("hh:mmhh:mm", -2.1972245773362196), ("<time-of-day> am|pmtime-of-day (latent)", -2.1972245773362196), ("hhhmmhhhmm", -2.1972245773362196), ("minutehour", -1.791759469228055), ("<time-of-day> am|pm<time-of-day> am|pm", -2.1972245773362196)], n = 4}, koData = ClassData{prior = -0.6931471805599453, unseen = -2.9444389791664407, likelihoods = HashMap.fromList [("hh:mmtime-of-day (latent)", -2.1972245773362196), ("hhhmmintersect", -2.1972245773362196), ("minuteminute", -1.791759469228055), ("minutehour", -1.791759469228055), ("hh:mmintersect", -2.1972245773362196), ("hhhmmtime-of-day (latent)", -2.1972245773362196)], n = 4}}), ("<month> dd-dd (interval)", Classifier{okData = ClassData{prior = 0.0, unseen = -3.4657359027997265, likelihoods = HashMap.fromList [("from|since|after <time>integer (numeric)integer (numeric)", -2.740840023925201), ("from|since|after <time>ordinal (digits)ordinal (digits)", -2.740840023925201), ("Julyinteger (numeric)integer (numeric)", -1.6422277352570913), ("Augustordinal (digits)integer (numeric)", -2.3353749158170367), ("from|since|after <time>ordinal (digits)integer (numeric)", -2.740840023925201), ("month", -0.8690378470236094), ("Augustordinal (digits)ordinal (digits)", -2.3353749158170367)], n = 12}, koData = ClassData{prior = -infinity, unseen = -2.0794415416798357, likelihoods = HashMap.fromList [], n = 0}}), ("intersect by \",\", \"of\", \"from\" for year", Classifier{okData = ClassData{prior = -0.2231435513142097, unseen = -3.9889840465642745, likelihoods = HashMap.fromList [("Labor Daythis|last|next <cycle>", -3.2771447329921766), ("Administrative Professionals' Dayyear (latent)", -3.2771447329921766), ("Black Fridaythis|last|next <cycle>", -3.2771447329921766), ("Martin Luther King's Daythis|last|next <cycle>", -2.871679624884012), ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)", -2.583997552432231), ("dayyear", -0.9257694758286987), ("Thanksgiving Daythis|last|next <cycle>", -3.2771447329921766), ("Memorial Daythis|last|next <cycle>", -3.2771447329921766), ("Sundayyear (latent)", -3.2771447329921766), ("intersectyear (latent)", -2.3608540011180215), ("<named-month> <day-of-month> (non ordinal)year (latent)", -2.178532444324067)], n = 20}, koData = ClassData{prior = -1.6094379124341003, unseen = -3.1780538303479458, likelihoods = HashMap.fromList [("Fridaythis|last|next <cycle>", -2.4423470353692043), ("<datetime> - <datetime> (interval)year (latent)", -2.03688192726104), ("dayyear", -1.3437347467010947), ("intersectyear (latent)", -2.03688192726104)], n = 5}}), ("part of days", Classifier{okData = ClassData{prior = -4.1672696400568074e-2, unseen = -3.891820298110627, likelihoods = HashMap.fromList [("", 0.0)], n = 47}, koData = ClassData{prior = -3.1986731175506815, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}}), ("at the beginning|end of <week>", Classifier{okData = ClassData{prior = 0.0, unseen = -4.330733340286331, likelihoods = HashMap.fromList [("week", -0.706570200892086), ("this|last|next <cycle>", -0.8209805520698302), ("about|exactly <time-of-day>", -2.70805020110221)], n = 36}, koData = ClassData{prior = -infinity, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [], n = 0}}), ("Eid al-Fitr", Classifier{okData = ClassData{prior = 0.0, unseen = -2.1972245773362196, likelihoods = HashMap.fromList [("", 0.0)], n = 7}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("summer", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("Trinity Sunday", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("<datetime>/<datetime> (interval)", Classifier{okData = ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055, likelihoods = HashMap.fromList [("secondsecond", -0.916290731874155), ("intersectintersect", -0.916290731874155)], n = 1}, koData = ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055, likelihoods = HashMap.fromList [("hh:mm:ssintersect", -0.916290731874155), ("secondsecond", -0.916290731874155)], n = 1}}), ("Mid-day", Classifier{okData = ClassData{prior = 0.0, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("", 0.0)], n = 3}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("dd-dd <month> (interval)", Classifier{okData = ClassData{prior = 0.0, unseen = -3.1354942159291497, likelihoods = HashMap.fromList [("integer (numeric)integer (numeric)September", -1.9924301646902063), ("ordinal (digits)ordinal (digits)July", -1.9924301646902063), ("ordinal (digits)ordinal (digits)October", -2.3978952727983707), ("integer (numeric)integer (numeric)July", -1.9924301646902063), ("month", -0.8938178760220964), ("ordinal (digits)ordinal (digits)August", -2.3978952727983707)], n = 8}, koData = ClassData{prior = -infinity, unseen = -1.9459101490553135, likelihoods = HashMap.fromList [], n = 0}}), ("Pentecost", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("this <time>", Classifier{okData = ClassData{prior = 0.0, unseen = -3.367295829986474, likelihoods = HashMap.fromList [("Thursday", -2.639057329615259), ("Martin Luther King's Day", -2.639057329615259), ("Monday", -2.639057329615259), ("day", -1.1349799328389845), ("Thanksgiving Day", -2.639057329615259), ("Christmas", -2.639057329615259), ("hour", -2.639057329615259), ("winter", -2.639057329615259), ("week-end", -2.639057329615259), ("summer", -2.2335922215070942)], n = 9}, koData = ClassData{prior = -infinity, unseen = -2.3978952727983707, likelihoods = HashMap.fromList [], n = 0}}), ("Shushan Purim", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("August", Classifier{okData = ClassData{prior = 0.0, unseen = -2.0794415416798357, likelihoods = HashMap.fromList [("", 0.0)], n = 6}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}})]

Duckling/Ranking/Classifiers/EN_US.hs (4,484 lines of code) (raw):