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_XX (classifiers) where import Data.String import Prelude import qualified Data.HashMap.Strict as HashMap import Duckling.Ranking.Types classifiers :: Classifiers classifiers = HashMap.fromList [("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 = -0.5667760648397627, unseen = -6.212606095751519, likelihoods = HashMap.fromList [("", 0.0)], n = 497}, koData = ClassData{prior = -0.8378298858539651, unseen = -5.942799375126701, likelihoods = HashMap.fromList [("", 0.0)], n = 379}}), ("<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 = -2.1972245773362196, likelihoods = HashMap.fromList [("daymonth", -0.6931471805599453), ("ordinals (first..twentieth,thirtieth,...)Mondaythis|last|next <cycle>", -0.6931471805599453)], n = 3}, koData = ClassData{prior = -infinity, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [], n = 0}}), ("<duration> hence|ago", Classifier{okData = ClassData{prior = -0.15415067982725836, unseen = -3.784189633918261, likelihoods = HashMap.fromList [("week", -1.563975538357343), ("day", -1.8152899666382492), ("year", -2.662587827025453), ("<integer> <unit-of-duration>", -1.0531499145913523), ("a <unit-of-duration>", -2.662587827025453), ("month", -2.662587827025453), ("fortnight", -2.662587827025453)], n = 18}, koData = ClassData{prior = -1.9459101490553135, unseen = -2.639057329615259, likelihoods = HashMap.fromList [("year", -1.466337068793427), ("<integer> <unit-of-duration>", -1.1786549963416462), ("month", -1.8718021769015913)], n = 3}}), ("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}}), ("<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 = -1.6877697557040074, 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 = -0.204483128596807, unseen = -5.616771097666572, likelihoods = HashMap.fromList [("<integer> to|till|before <hour-of-day>", -4.00369019395397), ("week", -4.919980925828125), ("<day-of-month> (ordinal or number) <named-month>", -4.919980925828125), ("today", -4.919980925828125), ("intersect", -3.2152328335897), ("<time> for <duration>", -4.22683374526818), ("second", -4.919980925828125), ("now", -3.2152328335897), ("tomorrow", -4.5145158177199605), ("this|last|next <cycle>", -4.919980925828125), ("day", -1.8064656166177504), ("the <day-of-month> (ordinal)", -4.5145158177199605), ("the <day-of-month> (number)", -3.5336865647082343), ("time-of-day (latent)", -2.477633890458921), ("<time-of-day> am|pm", -4.22683374526818), ("hh:mm", -4.5145158177199605), ("nograin", -3.2152328335897), ("intersect by \",\", \"of\", \"from\", \"'s\"", -4.5145158177199605), ("<named-month>|<named-day> <day-of-month> (ordinal)", -4.919980925828125), ("<day-of-month> (ordinal)", -3.821368637160015), ("Easter Sunday", -4.919980925828125), ("Christmas", -4.22683374526818), ("hour", -2.317291240383741), ("month", -4.919980925828125), ("<datetime> - <datetime> (interval)", -2.7227563484919055), ("<time-of-day> - <time-of-day> (interval)", -2.9740707767728116), ("<named-month> <day-of-month> (non ordinal)", -4.5145158177199605), ("minute", -2.0022101937438457), ("right now", -4.919980925828125), ("<month> dd-dd (interval)", -4.22683374526818), ("part of days", -4.919980925828125), ("dd-dd <month> (interval)", -4.5145158177199605)], n = 119}}), ("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 = -1.041453874828161, unseen = -3.1354942159291497, likelihoods = HashMap.fromList [("ordinal (digits)October", -2.3978952727983707), ("ordinal (digits)December", -1.7047480922384253), ("ordinal (digits)February", -2.3978952727983707), ("integer (numeric)April", -2.3978952727983707), ("month", -1.1451323043030026)], n = 6}, koData = ClassData{prior = -0.4353180712578455, 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}}), ("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 = -1.2163953243244932, unseen = -2.3025850929940455, likelihoods = HashMap.fromList [("", 0.0)], n = 8}, koData = ClassData{prior = -0.3513978868378886, unseen = -3.044522437723423, likelihoods = HashMap.fromList [("", 0.0)], n = 19}}), ("at <time-of-day>", Classifier{okData = ClassData{prior = -0.24557058710165408, unseen = -5.3471075307174685, likelihoods = HashMap.fromList [("<time> timezone", -3.9560398908449206), ("noon|midnight|EOD|end of day", -4.243721963296701), ("integer after|past <hour-of-day>", -3.9560398908449206), ("<time-of-day> o'clock", -4.6491870714048655), ("half after|past <hour-of-day>", -4.6491870714048655), ("hhhmm", -3.3964241029094975), ("<hour-of-day> <integer>", -3.9560398908449206), ("time-of-day (latent)", -1.6787726058351646), ("hhmm (latent)", -3.9560398908449206), ("<time-of-day> am|pm", -2.010129741789607), ("hh:mm", -3.262892710284975), ("about|exactly <time-of-day>", -4.243721963296701), ("hour", -1.1526795099383855), ("<time-of-day> sharp|exactly", -4.6491870714048655), ("minute", -1.845826690498331)], n = 97}, koData = ClassData{prior = -1.5244446996007077, unseen = -4.248495242049359, likelihoods = HashMap.fromList [("time-of-day (latent)", -0.9760099665757773), ("<time-of-day> am|pm", -3.1354942159291497), ("hour", -0.9019019944220554)], n = 27}}), ("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 = -1.227009259181436e-2, unseen = -4.418840607796598, likelihoods = HashMap.fromList [("", 0.0)], n = 81}, koData = ClassData{prior = -4.406719247264253, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}}), ("in|during <named-month>|year", Classifier{okData = ClassData{prior = -0.2744368457017603, unseen = -3.8066624897703196, likelihoods = HashMap.fromList [("<year> (bc|ad)", -1.9924301646902063), ("October", -3.0910424533583156), ("year (latent)", -1.2992829841302609), ("year", -0.9509762898620451), ("March", -2.6855773452501515), ("month", -2.3978952727983707)], n = 19}, koData = ClassData{prior = -1.4271163556401458, 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 = -3.295836866004329, likelihoods = HashMap.fromList [("", 0.0)], n = 25}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("month (grain)", Classifier{okData = ClassData{prior = -0.11122563511022437, unseen = -3.58351893845611, likelihoods = HashMap.fromList [("", 0.0)], n = 34}, koData = ClassData{prior = -2.2512917986064953, 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 = -0.178691788743376, unseen = -4.718498871295094, likelihoods = HashMap.fromList [("week", -3.3232358401924436), ("<integer> more <unit-of-duration>", -4.0163830207523885), ("three-quarters of an hour", -3.100092288878234), ("<integer> + '\"", -3.3232358401924436), ("number.number hours", -4.0163830207523885), ("second", -3.6109179126442243), ("half a <time-grain>", -3.100092288878234), ("day", -3.3232358401924436), ("year", -4.0163830207523885), ("<integer> <unit-of-duration>", -1.6184877479540183), ("a <unit-of-duration>", -3.100092288878234), ("quarter of an hour", -3.100092288878234), ("hour", -2.512305623976115), ("about|exactly <duration>", -4.0163830207523885), ("half an hour (abbrev).", -3.6109179126442243), ("<integer> and an half hour", -4.0163830207523885), ("minute", -1.3083328196501787)], n = 46}, koData = ClassData{prior = -1.8101086078962516, unseen = -3.6375861597263857, likelihoods = HashMap.fromList [("day", -2.917770732084279), ("quarter", -2.917770732084279), ("year", -1.6650077635889111), ("<integer> <unit-of-duration>", -1.6650077635889111), ("a <unit-of-duration>", -2.2246235515243336), ("month", -2.917770732084279)], n = 9}}), ("the closest <day> to <time>", Classifier{okData = ClassData{prior = -0.2876820724517809, unseen = -2.5649493574615367, likelihoods = HashMap.fromList [("dayday", -1.0986122886681098), ("Christmastoday", -1.791759469228055), ("Monday<named-month>|<named-day> <day-of-month> (ordinal)", -1.791759469228055), ("Monday<named-month> <day-of-month> (non ordinal)", -1.791759469228055)], n = 3}, koData = ClassData{prior = -1.3862943611198906, unseen = -2.1972245773362196, likelihoods = HashMap.fromList [("daymonth", -1.3862943611198906), ("MondayOctober", -1.3862943611198906)], n = 1}}), ("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 = -1.4000876832522264, unseen = -2.995732273553991, likelihoods = HashMap.fromList [("", 0.0)], n = 18}, koData = ClassData{prior = -0.28312625591592017, unseen = -4.04305126783455, likelihoods = HashMap.fromList [("", 0.0)], n = 55}}), ("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 = 0.0, unseen = -2.5649493574615367, likelihoods = HashMap.fromList [("daymonth", -1.3862943611198906), ("Thanksgiving Day<integer> <unit-of-duration>", -1.0986122886681098), ("dayyear", -1.3862943611198906), ("Diwali<integer> <unit-of-duration>", -1.791759469228055)], n = 4}, koData = ClassData{prior = -infinity, unseen = -1.6094379124341003, 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 = -0.45216128863385024, unseen = -7.195187320178708, likelihoods = HashMap.fromList [("Navaratriyear (latent)", -6.501289670540389), ("Karva Chauthyear (latent)", -6.501289670540389), ("<day-of-month> (ordinal)in|during the <part-of-day>", -6.501289670540389), ("Maha Shivaratriyear (latent)", -6.501289670540389), ("Ramadanyear (latent)", -5.248526702045021), ("<datetime> - <datetime> (interval)on <day>", -5.1149953094204985), ("Bhai Doojyear (latent)", -6.501289670540389), ("hourday", -4.486386649998124), ("dayhour", -3.4567672328169663), ("<time-of-day> - <time-of-day> (interval)on <day>", -5.1149953094204985), ("Martin Luther King's Dayyear (latent)", -6.095824562432225), ("Shemini Atzeretyear (latent)", -6.501289670540389), ("daymonth", -4.3612235070441185), ("monthday", -6.095824562432225), ("monthyear", -4.6294874936387975), ("Yom Ha'atzmautyear (latent)", -6.501289670540389), ("Orthodox Good Fridayyear (latent)", -6.095824562432225), ("Vijayadashamiyear (latent)", -6.501289670540389), ("Thanksgiving Dayyear (latent)", -5.402677381872279), ("Thai Pongalyear (latent)", -5.808142489980444), ("Thiru Onamyear (latent)", -5.808142489980444), ("hhhmmabsorption of , after named day", -6.501289670540389), ("Tuesdaythe <day-of-month> (ordinal)", -6.501289670540389), ("from <datetime> - <datetime> (interval)July", -5.584998938666234), ("<day-of-month> (ordinal)Wednesday", -6.501289670540389), ("Krishna Janmashtamiyear (latent)", -6.095824562432225), ("Guru Gobind Singh Jayantiyear (latent)", -6.501289670540389), ("houryear", -5.584998938666234), ("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm", -6.501289670540389), ("Christmas<time-of-day> am|pm", -6.501289670540389), ("<day-of-month> (ordinal)October", -6.501289670540389), ("last <day-of-week> of <time>year (latent)", -6.501289670540389), ("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"", -5.808142489980444), ("intersectin|during <named-month>|year", -6.501289670540389), ("<time-of-day> am|pmintersect", -5.248526702045021), ("Earth Houryear (latent)", -6.501289670540389), ("Ganesh Chaturthiyear (latent)", -6.501289670540389), ("Octoberyear (latent)", -4.891851758106289), ("intersect<time-of-day> am|pm", -6.501289670540389), ("Mattu Pongalyear (latent)", -6.501289670540389), ("Saturday<part-of-day> at <time-of-day>", -6.501289670540389), ("Shavuotyear (latent)", -6.501289670540389), ("Parsi New Yearyear (latent)", -5.584998938666234), ("at <time-of-day>in|within|after <duration>", -6.501289670540389), ("Thursdayhh(:mm) - <time-of-day> am|pm", -6.501289670540389), ("todayin|within|after <duration>", -6.501289670540389), ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)", -6.095824562432225), ("Marchyear (latent)", -6.501289670540389), ("intersect by \",\", \"of\", \"from\", \"'s\"hhhmm", -6.095824562432225), ("Sukkotyear (latent)", -6.095824562432225), ("hhhmmintersect", -6.095824562432225), ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)", -6.095824562432225), ("Clean Mondayyear (latent)", -6.095824562432225), ("monthhour", -6.095824562432225), ("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"", -5.584998938666234), ("todayat <time-of-day>", -6.501289670540389), ("Thursday<time> timezone", -4.103394397742019), ("tonight<time-of-day> am|pm", -6.501289670540389), ("time-of-day (latent)tonight", -6.095824562432225), ("from|since|after <time>December", -6.501289670540389), ("<time-of-day> am|pmon <day>", -4.486386649998124), ("this <time>hh(:mm) - <time-of-day> am|pm", -6.501289670540389), ("yyyy-mm-ddhh:mm:ss", -6.095824562432225), ("dayday", -3.7287009483006077), ("<time> <part-of-day>at <time-of-day>", -6.095824562432225), ("mm/ddat <time-of-day>", -5.808142489980444), ("tonightat <time-of-day>", -5.402677381872279), ("<time-of-day> am|pmabsorption of , after named day", -5.808142489980444), ("Dayananda Saraswati Jayantiyear (latent)", -6.501289670540389), ("today<time-of-day> am|pm", -6.501289670540389), ("Februarythe <day-of-month> (ordinal)", -6.095824562432225), ("at <time-of-day><time> <part-of-day>", -6.501289670540389), ("<day-of-month> (ordinal)intersect", -5.808142489980444), ("mm/dd<time-of-day> am|pm", -6.501289670540389), ("hourhour", -3.530875204970688), ("Mahavir Jayantiyear (latent)", -6.095824562432225), ("Navaratriin|during <named-month>|year", -6.501289670540389), ("Wednesdaythis|last|next <cycle>", -6.501289670540389), ("Lentyear (latent)", -6.501289670540389), ("intersect<named-month> <day-of-month> (non ordinal)", -4.6294874936387975), ("Boghiyear (latent)", -6.501289670540389), ("dayyear", -1.906169820405799), ("Karva Chauthin|during <named-month>|year", -6.501289670540389), ("Thursdayfrom|since|after <time>", -6.095824562432225), ("<time-of-day> o'clockin|during the <part-of-day>", -6.501289670540389), ("Thursdayat <time-of-day>", -5.808142489980444), ("Islamic New Yearyear (latent)", -6.095824562432225), ("Laylat al-Qadryear (latent)", -5.584998938666234), ("part of days<time-of-day> am|pm", -6.501289670540389), ("Shrove Tuesdayyear (latent)", -6.501289670540389), ("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm", -5.808142489980444), ("hourminute", -6.095824562432225), ("<time-of-day> am|pmtomorrow", -5.584998938666234), ("Yom Kippuryear (latent)", -6.501289670540389), ("<day-of-month> (ordinal)Tuesday", -5.808142489980444), ("<part-of-day> of <time>year (latent)", -6.501289670540389), ("minutehour", -5.248526702045021), ("Kaanum Pongalyear (latent)", -6.095824562432225), ("Maha Saptamiyear (latent)", -6.501289670540389), ("at <time-of-day>in|during the <part-of-day>", -5.808142489980444), ("time-of-day (latent)tomorrow", -5.584998938666234), ("part of daysat <time-of-day>", -4.891851758106289), ("absorption of , after named day<named-month> <day-of-month> (non ordinal)", -4.486386649998124), ("for <duration> from <time>December", -6.501289670540389), ("tomorrow<time-of-day> sharp|exactly", -6.501289670540389), ("Thursdayfrom <datetime> - <datetime> (interval)", -5.248526702045021), ("intersect by \",\", \"of\", \"from\" for yearhhhmm", -5.248526702045021), ("time-of-day (latent)this <part-of-day>", -6.501289670540389), ("Pentecostyear (latent)", -6.501289670540389), ("Thursdayfrom <time-of-day> - <time-of-day> (interval)", -5.248526702045021), ("<day-of-month> (ordinal)February", -6.501289670540389), ("Eid al-Fitryear (latent)", -5.1149953094204985), ("Vasant Panchamiin|during <named-month>|year", -6.501289670540389), ("Mondayin|during the <part-of-day>", -6.501289670540389), ("Chhathin|during <named-month>|year", -6.501289670540389), ("Diwaliin|during <named-month>|year", -6.501289670540389), ("this <part-of-day><time-of-day> am|pm", -6.501289670540389), ("Vaisakhiin|during <named-month>|year", -6.501289670540389), ("Guru Ravidass Jayantiyear (latent)", -5.248526702045021), ("Raksha Bandhanyear (latent)", -6.501289670540389), ("daysecond", -6.095824562432225), ("tomorrowfrom <time-of-day> - <time-of-day> (interval)", -6.095824562432225), ("Ratha-Yatrayear (latent)", -6.501289670540389), ("Ashurayear (latent)", -6.501289670540389), ("Tuesdayin|during <named-month>|year", -6.501289670540389), ("Chinese New Yearyear (latent)", -6.501289670540389), ("tomorrowintersect", -6.501289670540389), ("Lag BaOmeryear (latent)", -6.501289670540389), ("last weekend of <named-month>year (latent)", -6.501289670540389), ("Eid al-Adhayear (latent)", -4.3612235070441185), ("intersectin|during the <part-of-day>", -6.501289670540389), ("Palm Sundayyear (latent)", -6.501289670540389), ("Christmasat <time-of-day>", -6.501289670540389), ("Passoveryear (latent)", -6.501289670540389), ("Lazarus Saturdayyear (latent)", -6.501289670540389), ("<day-of-month> (ordinal or number) <named-month>year (latent)", -6.095824562432225), ("hhhmmon <day>", -5.584998938666234), ("Yom HaShoahyear (latent)", -6.095824562432225), ("Thursday<datetime> - <datetime> (interval)", -6.095824562432225), ("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>", -6.501289670540389), ("Septemberyear (latent)", -6.095824562432225), ("Thursday<time-of-day> - <time-of-day> (interval)", -4.997212273764115), ("Halloweenyear (latent)", -6.501289670540389), ("<ordinal> last <cycle> of <time>year (latent)", -6.095824562432225), ("from <time-of-day> - <time-of-day> (interval)on <day>", -5.808142489980444), ("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm", -6.501289670540389), ("at <time-of-day>intersect", -5.584998938666234), ("Rosh Hashanahyear (latent)", -5.808142489980444), ("Dhanterasyear (latent)", -6.501289670540389), ("Tu BiShvatyear (latent)", -6.501289670540389), ("<day-of-month> (ordinal)December", -5.808142489980444), ("Holiyear (latent)", -5.808142489980444), ("<time-of-day> - <time-of-day> (interval)tomorrow", -6.501289670540389), ("Holika Dahanyear (latent)", -5.808142489980444), ("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"", -6.095824562432225), ("dayminute", -3.116899407194615), ("Mawlidyear (latent)", -6.501289670540389), ("from <datetime> - <datetime> (interval)on <day>", -6.095824562432225), ("<datetime> - <datetime> (interval)tomorrow", -6.501289670540389), ("Jumu'atul-Widayear (latent)", -5.584998938666234), ("minuteday", -2.751785594610018), ("absorption of , after named dayintersect", -5.808142489980444), ("intersectyear (latent)", -6.095824562432225), ("Orthodox Easter Sundayyear (latent)", -6.501289670540389), ("time-of-day (latent)in|within|after <duration>", -6.501289670540389), ("<ordinal> <cycle> of <time>year (latent)", -6.501289670540389), ("intersecthhhmm", -6.095824562432225), ("the <day-of-month> (ordinal)in|during the <part-of-day>", -6.501289670540389), ("Boss's Dayyear (latent)", -6.095824562432225), ("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"", -6.501289670540389), ("Global Youth Service Dayyear (latent)", -6.501289670540389), ("Dhanterasin|during <named-month>|year", -6.501289670540389), ("tonight<time-of-day> o'clock", -6.501289670540389), ("Tisha B'Avyear (latent)", -6.501289670540389), ("Isra and Mi'rajyear (latent)", -5.584998938666234), ("at <time-of-day>on <day>", -4.891851758106289), ("at <time-of-day>absorption of , after named day", -6.095824562432225), ("time-of-day (latent)<time> <part-of-day>", -5.808142489980444), ("Christmasyear (latent)", -6.095824562432225), ("Saturdayintersect", -6.501289670540389), ("Naraka Chaturdashiyear (latent)", -6.095824562432225), ("Thai Pongalin|during <named-month>|year", -6.501289670540389), ("dayweek", -6.501289670540389), ("Easter Sundayyear (latent)", -5.808142489980444), ("between <time-of-day> and <time-of-day> (interval)on <day>", -6.095824562432225), ("weekyear", -5.402677381872279), ("King's Dayyear (latent)", -4.997212273764115), ("hh:mmin|during the <part-of-day>", -5.584998938666234), ("<cycle> after|before <time><time-of-day> am|pm", -6.095824562432225), ("first|second|third|fourth|fifth <day-of-week> of <time>year (latent)", -5.808142489980444), ("Hanukkahyear (latent)", -5.808142489980444), ("Rama Navamiyear (latent)", -6.501289670540389), ("February<time> <part-of-day>", -6.501289670540389), ("time-of-day (latent)in|during the <part-of-day>", -5.808142489980444), ("Great Lentyear (latent)", -6.501289670540389), ("tomorrowat <time-of-day>", -5.808142489980444), ("hhmm (latent)in|during the <part-of-day>", -6.501289670540389), ("tomorrow<part-of-day> at <time-of-day>", -6.095824562432225), ("Ugadiyear (latent)", -5.1149953094204985), ("Vaisakhiyear (latent)", -5.808142489980444), ("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year", -5.808142489980444), ("last <cycle> of <time>year (latent)", -5.808142489980444), ("at <time-of-day>tomorrow", -6.095824562432225), ("tomorrow<time-of-day> am|pm", -6.501289670540389), ("<named-month> <day-of-month> (non ordinal)year (latent)", -6.501289670540389), ("Diwaliyear (latent)", -6.501289670540389), ("between <time> and <time>on <day>", -6.095824562432225), ("Black Fridayyear (latent)", -6.095824562432225), ("the <ordinal> last <cycle> of <time>year (latent)", -6.501289670540389), ("in|during the <part-of-day>at <time-of-day>", -6.501289670540389), ("Chhathyear (latent)", -6.095824562432225), ("Vasant Panchamiyear (latent)", -6.501289670540389), ("Rabindra Jayantiyear (latent)", -5.248526702045021), ("this <part-of-day>at <time-of-day>", -5.248526702045021), ("St Patrick's Dayyear (latent)", -6.501289670540389), ("Thursday<time> (timezone)", -6.501289670540389), ("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>", -6.501289670540389), ("Pargat Diwasyear (latent)", -5.248526702045021), ("<datetime> - <datetime> (interval)July", -6.095824562432225), ("on <day><named-month> <day-of-month> (non ordinal)", -5.808142489980444), ("Februaryintersect", -6.501289670540389), ("Simchat Torahyear (latent)", -6.501289670540389), ("minuteyear", -6.501289670540389)], n = 516}, koData = ClassData{prior = -1.0112926977755932, unseen = -6.792344427470809, likelihoods = HashMap.fromList [("Thursdayhhhmm", -4.593996885389966), ("hourday", -3.4953845967218564), ("<hour-of-day> <integer><time-of-day> am|pm", -6.09807428216624), ("<day-of-month> (ordinal)August", -6.09807428216624), ("dayhour", -3.3572342582410393), ("<time-of-day> - <time-of-day> (interval)on <day>", -5.181783550292085), ("Tuesdayfrom|since|after <time>", -5.404927101606295), ("daymonth", -3.39002408106403), ("hourquarter", -5.181783550292085), ("monthyear", -4.845311313670872), ("Thai Pongalyear (latent)", -5.404927101606295), ("intersecthh:mm", -6.09807428216624), ("from <datetime> - <datetime> (interval)July", -5.6926091740580755), ("<day-of-month> (ordinal)Wednesday", -6.09807428216624), ("houryear", -4.711779921046349), ("from <time-of-day> - <time-of-day> (interval)July", -6.09807428216624), ("<day-of-month> (ordinal)October", -6.09807428216624), ("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"", -5.404927101606295), ("hournograin", -4.845311313670872), ("<time-of-day> am|pmintersect", -4.845311313670872), ("Octoberyear (latent)", -6.09807428216624), ("Good Fridayyear (latent)", -5.6926091740580755), ("time-of-day (latent)intersect by \",\", \"of\", \"from\", \"'s\"", -5.6926091740580755), ("early morningat <time-of-day>", -6.09807428216624), ("until <time>on <day>", -5.404927101606295), ("part of days<time-of-day> - <time-of-day> (interval)", -6.09807428216624), ("time-of-day (latent)intersect", -5.404927101606295), ("todayin <number> (implicit minutes)", -6.09807428216624), ("this <part-of-day><time-of-day> - <time-of-day> (interval)", -6.09807428216624), ("hh:mmon <day>", -4.845311313670872), ("hhhmmintersect", -5.6926091740580755), ("absorption of , after named dayJuly", -5.181783550292085), ("from|since|after <time>July", -5.6926091740580755), ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)", -5.181783550292085), ("Clean Mondayyear (latent)", -6.09807428216624), ("monthhour", -6.09807428216624), ("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"", -5.6926091740580755), ("hourmonth", -3.9580081186699694), ("todayat <time-of-day>", -6.09807428216624), ("from|since|after <time>December", -6.09807428216624), ("from|since|after <time><time-of-day> am|pm", -6.09807428216624), ("<time-of-day> am|pmon <day>", -4.845311313670872), ("Mondayyear (latent)", -5.404927101606295), ("dayday", -3.9580081186699694), ("mm/ddat <time-of-day>", -5.181783550292085), ("on <day>September", -5.404927101606295), ("time-of-day (latent)September", -5.6926091740580755), ("hourhour", -4.018632740486404), ("time-of-day (latent)on <day>", -4.593996885389966), ("time-of-day (latent)<cycle> after|before <time>", -5.6926091740580755), ("dayyear", -3.2947139012597053), ("Thursdaymm/dd", -6.09807428216624), ("New Year's Dayyear (latent)", -5.181783550292085), ("time-of-day (latent)Sunday", -5.6926091740580755), ("Thursdayfrom|since|after <time>", -4.393326189927815), ("Thursdayat <time-of-day>", -4.48863636973214), ("<integer> to|till|before <hour-of-day>September", -6.09807428216624), ("Aprilyear (latent)", -6.09807428216624), ("the <day-of-month> (ordinal)July", -6.09807428216624), ("the <day-of-month> (number)July", -6.09807428216624), ("monthminute", -6.09807428216624), ("<time-of-day> am|pmtomorrow", -5.6926091740580755), ("Thursdayhh:mm", -5.181783550292085), ("<day-of-month> (ordinal)Tuesday", -5.6926091740580755), ("minutemonth", -3.9580081186699694), ("time-of-day (latent)Friday", -5.6926091740580755), ("minutehour", -6.09807428216624), ("part of daysat <time-of-day>", -4.99946199349813), ("time-of-day (latent)this|last|next <cycle>", -3.7466990250027625), ("Augustyear (latent)", -5.6926091740580755), ("week-endin|during <named-month>|year", -6.09807428216624), ("time-of-day (latent)Tuesday", -5.6926091740580755), ("mm/dd<time-of-day> - <time-of-day> (interval)", -5.6926091740580755), ("tomorrowfrom <time-of-day> - <time-of-day> (interval)", -6.09807428216624), ("tonight<time-of-day> - <time-of-day> (interval)", -6.09807428216624), ("Sundayyear (latent)", -5.181783550292085), ("hourweek", -5.181783550292085), ("the <day-of-month> (ordinal)Monday", -5.404927101606295), ("Christmasat <time-of-day>", -6.09807428216624), ("from|since|after <time>year (latent)", -5.6926091740580755), ("hhhmmon <day>", -5.181783550292085), ("yesterday<time-of-day> am|pm", -6.09807428216624), ("<day-of-month> (ordinal)July", -5.404927101606295), ("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm", -6.09807428216624), ("Thursday<time-of-day> - <time-of-day> (interval)", -6.09807428216624), ("in|during <named-month>|yearyear (latent)", -6.09807428216624), ("at <time-of-day>intersect", -5.181783550292085), ("Holiyear (latent)", -6.09807428216624), ("until <time><time-of-day> am|pm", -6.09807428216624), ("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"", -5.6926091740580755), ("dayminute", -3.235873401236772), ("yyyy-mm-ddhh:mm", -5.6926091740580755), ("intersectfrom|since|after <time>", -5.6926091740580755), ("intersectSeptember", -4.226272105264648), ("minuteday", -2.9410738610161267), ("absorption of , after named dayintersect", -6.09807428216624), ("intersectyear (latent)", -6.09807428216624), ("Februaryin|during the <part-of-day>", -6.09807428216624), ("<duration> after|before|from|past <time>December", -6.09807428216624), ("time-of-day (latent)July", -5.404927101606295), ("Saturdayyear (latent)", -6.09807428216624), ("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"", -6.09807428216624), ("<day-of-month> (ordinal)Monday", -4.845311313670872), ("at <time-of-day>on <day>", -5.181783550292085), ("absorption of , after named daySeptember", -4.845311313670872), ("Naraka Chaturdashiyear (latent)", -6.09807428216624), ("from|since|after <time>on <day>", -5.181783550292085), ("dayweek", -6.09807428216624), ("Easter Sundayyear (latent)", -5.6926091740580755), ("Thursday<time-of-day> am|pm", -4.845311313670872), ("weekyear", -5.6926091740580755), ("time-of-day (latent)Thursday", -5.6926091740580755), ("<named-month> <day-of-month> (non ordinal)until <time>", -6.09807428216624), ("<day-of-month> (ordinal)April", -6.09807428216624), ("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)", -5.6926091740580755), ("intersect by \",\", \"of\", \"from\" for yearhh:mm", -5.404927101606295), ("Sundayfrom|since|after <time>", -6.09807428216624), ("absorption of , after named dayFebruary", -5.181783550292085), ("time-of-day (latent)in|during the <part-of-day>", -5.6926091740580755), ("July<integer> to|till|before <hour-of-day>", -6.09807428216624), ("tomorrowat <time-of-day>", -6.09807428216624), ("daynograin", -5.6926091740580755), ("Fridayin|during <named-month>|year", -6.09807428216624), ("<integer> to|till|before <hour-of-day>July", -5.6926091740580755), ("last <cycle> of <time>year (latent)", -5.6926091740580755), ("tomorrow<time-of-day> am|pm", -6.09807428216624), ("Diwaliyear (latent)", -5.6926091740580755), ("<time-of-day> - <time-of-day> (interval)July", -6.09807428216624), ("this <part-of-day>at <time-of-day>", -5.181783550292085), ("Fridayyear (latent)", -5.181783550292085), ("time-of-day (latent)April", -6.09807428216624)], n = 295}}), ("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)", -0.18924199963852842), ("integer (0..19)", -1.7578579175523736)], 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 = -3.7612001156935624, likelihoods = HashMap.fromList [("", 0.0)], n = 41}, 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}}), ("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 = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, 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 = -4.42550090040407e-2, unseen = -5.41610040220442, likelihoods = HashMap.fromList [("integer (numeric)", -2.2574322038539065e-2), ("intersect 2 numbers", -4.02535169073515)], n = 221}, koData = ClassData{prior = -3.139832617527748, 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 = -1.9459101490553135, likelihoods = HashMap.fromList [("", 0.0)], n = 5}, 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 = -2.150620522096362e-2, unseen = -3.871201010907891, likelihoods = HashMap.fromList [("", 0.0)], n = 46}, koData = ClassData{prior = -3.8501476017100584, 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}}), ("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 = -0.21357410029805904, unseen = -3.1354942159291497, likelihoods = HashMap.fromList [("", 0.0)], n = 21}, koData = ClassData{prior = -1.6486586255873816, unseen = -1.9459101490553135, likelihoods = HashMap.fromList [("", 0.0)], n = 5}}), ("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}}), ("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}}), ("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 = 0.0, unseen = -3.6635616461296463, likelihoods = HashMap.fromList [("daymonth", -0.8649974374866046), ("ordinals (first..twentieth,thirtieth,...)Tuesdaythis|last|next <cycle>", -2.9444389791664407), ("ordinals (first..twentieth,thirtieth,...)TuesdaySeptember", -2.9444389791664407), ("ordinals (first..twentieth,thirtieth,...)Tuesdayintersect", -2.9444389791664407), ("ordinals (first..twentieth,thirtieth,...)WednesdayOctober", -2.538973871058276), ("ordinals (first..twentieth,thirtieth,...)Wednesdayintersect", -2.538973871058276), ("ordinals (first..twentieth,thirtieth,...)Mondaythis|last|next <cycle>", -1.6916760106710724), ("ordinals (first..twentieth,thirtieth,...)TuesdayOctober", -2.538973871058276)], n = 15}, koData = ClassData{prior = -infinity, unseen = -2.1972245773362196, 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}}), ("<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}}), ("<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 = -0.13353139262452263, unseen = -2.772588722239781, likelihoods = HashMap.fromList [("", 0.0)], n = 14}, koData = ClassData{prior = -2.0794415416798357, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}}), ("<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}}), ("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}}), ("this|last|next <cycle>", Classifier{okData = ClassData{prior = -0.4166384087062897, unseen = -5.25227342804663, likelihoods = HashMap.fromList [("week", -1.2580400255962119), ("month (grain)", -2.356652314264321), ("year (grain)", -2.474435349920705), ("week (grain)", -1.2580400255962119), ("quarter", -3.6375861597263857), ("year", -2.474435349920705), ("month", -2.356652314264321), ("quarter (grain)", -3.6375861597263857)], n = 89}, koData = ClassData{prior = -1.0766333819493346, unseen = -4.653960350157523, likelihoods = HashMap.fromList [("week", -1.8111775550851565), ("month (grain)", -2.4471663218051534), ("year (grain)", -3.0349529867072724), ("second", -3.0349529867072724), ("week (grain)", -1.8111775550851565), ("day", -2.2464956263430023), ("quarter", -3.0349529867072724), ("year", -3.0349529867072724), ("second (grain) ", -3.0349529867072724), ("month", -2.4471663218051534), ("quarter (grain)", -3.0349529867072724), ("day (grain)", -2.2464956263430023)], n = 46}}), ("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 = -0.4818380868927383, unseen = -3.1780538303479458, likelihoods = HashMap.fromList [("ordinals (first..twentieth,thirtieth,...)", -1.5260563034950494), ("ordinal (digits)", -0.24512245803298496)], n = 21}, koData = ClassData{prior = -0.9614111671546247, unseen = -2.772588722239781, likelihoods = HashMap.fromList [("ordinals (first..twentieth,thirtieth,...)", -0.6286086594223742), ("ordinal (digits)", -0.7621400520468967)], n = 13}}), ("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 = -3.1354942159291497, likelihoods = HashMap.fromList [("", 0.0)], n = 21}}), ("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 = -0.40546510810816444, unseen = -2.4849066497880004, likelihoods = HashMap.fromList [("", 0.0)], n = 10}, koData = ClassData{prior = -1.0986122886681098, 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}}), ("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}}), ("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 = -0.7164945445569365, unseen = -4.867534450455582, likelihoods = HashMap.fromList [("integer (numeric)", -9.763846956391606e-2), ("integer (0..19)", -2.374905754573672)], n = 127}, koData = ClassData{prior = -0.6703325027937741, unseen = -4.912654885736052, likelihoods = HashMap.fromList [("integer (numeric)", -0.15168458733206477), ("integer (0..19)", -1.960835799271989)], n = 133}}), ("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 = -0.6031989438970057, unseen = -5.356586274672012, likelihoods = HashMap.fromList [("week", -2.712800803860808), ("integer (0..19)year (grain)", -3.2724165917962305), ("integer (numeric)day (grain)", -2.712800803860808), ("integer (0..19)second (grain) ", -3.965563772356176), ("integer (0..19)hour (grain)", -3.154633556139847), ("second", -3.5600986642480117), ("integer (numeric)second (grain) ", -4.253245844807957), ("integer (numeric)year (grain)", -3.154633556139847), ("day", -2.4614863755799017), ("year", -2.579269411236285), ("integer (numeric)week (grain)", -3.2724165917962305), ("integer (0..19)month (grain)", -3.742420221041966), ("integer (20..90)minute (grain)", -4.658710952916121), ("hour", -2.78690877601453), ("month", -3.0492730404820207), ("integer (numeric)minute (grain)", -2.6438079323738566), ("integer (0..19)minute (grain)", -3.2724165917962305), ("integer (numeric)month (grain)", -3.5600986642480117), ("minute", -2.216363917546917), ("integer (numeric)hour (grain)", -3.742420221041966), ("integer (0..19)day (grain)", -3.742420221041966), ("integer (0..19)week (grain)", -3.405947984420753)], n = 93}, koData = ClassData{prior = -0.7919930151965779, unseen = -5.19295685089021, likelihoods = HashMap.fromList [("week", -3.577947893406655), ("integer (0..19)year (grain)", -4.088773517172645), ("integer (numeric)day (grain)", -4.088773517172645), ("integer (numeric)quarter (grain)", -4.088773517172645), ("integer (numeric)year (grain)", -4.088773517172645), ("day", -3.577947893406655), ("quarter", -3.577947893406655), ("year", -3.577947893406655), ("integer (numeric)week (grain)", -4.088773517172645), ("integer (0..19)month (grain)", -4.088773517172645), ("hour", -1.1443345380062049), ("month", -3.577947893406655), ("integer (numeric)minute (grain)", -4.4942386252808095), ("integer (numeric)month (grain)", -4.088773517172645), ("minute", -4.4942386252808095), ("integer (numeric)hour (grain)", -1.1443345380062049), ("integer (0..19)day (grain)", -4.088773517172645), ("integer (0..19)week (grain)", -4.088773517172645), ("integer (0..19)quarter (grain)", -4.088773517172645)], n = 77}}), ("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}}), ("Thanksgiving Day", Classifier{okData = ClassData{prior = 0.0, unseen = -2.9444389791664407, likelihoods = HashMap.fromList [("", 0.0)], n = 17}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("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 = -0.9694005571881036, unseen = -3.6109179126442243, likelihoods = HashMap.fromList [("week", -2.1972245773362196), ("year (grain)", -2.1972245773362196), ("second", -2.890371757896165), ("week (grain)", -2.1972245773362196), ("day", -2.1972245773362196), ("minute (grain)", -2.890371757896165), ("year", -2.1972245773362196), ("second (grain) ", -2.890371757896165), ("minute", -2.890371757896165), ("day (grain)", -2.1972245773362196)], n = 11}, koData = ClassData{prior = -0.4769240720903093, 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}}), ("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 = -0.5108256237659907, unseen = -2.0794415416798357, likelihoods = HashMap.fromList [("", 0.0)], n = 6}, koData = ClassData{prior = -0.916290731874155, unseen = -1.791759469228055, likelihoods = HashMap.fromList [("", 0.0)], n = 4}}), ("ordinals (first..twentieth,thirtieth,...)", Classifier{okData = ClassData{prior = -3.077165866675366e-2, unseen = -3.5263605246161616, likelihoods = HashMap.fromList [("", 0.0)], n = 32}, koData = ClassData{prior = -3.4965075614664802, 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 = -0.7932306391169278, unseen = -4.204692619390966, likelihoods = HashMap.fromList [("a <unit-of-duration>now", -3.4965075614664802), ("<integer> <unit-of-duration>hhhmm", -3.4965075614664802), ("a <unit-of-duration>Christmas", -3.4965075614664802), ("minuteminute", -3.4965075614664802), ("dayday", -3.4965075614664802), ("<integer> <unit-of-duration>today", -3.4965075614664802), ("<integer> <unit-of-duration>time-of-day (latent)", -2.3978952727983707), ("minutehour", -1.791759469228055), ("daysecond", -3.4965075614664802), ("a <unit-of-duration>right now", -3.4965075614664802), ("minutenograin", -3.4965075614664802), ("<integer> <unit-of-duration>Christmas", -3.4965075614664802), ("<integer> <unit-of-duration>Easter Sunday", -3.4965075614664802), ("secondnograin", -3.4965075614664802), ("<integer> <unit-of-duration><time-of-day> am|pm", -2.580216829592325), ("yearday", -2.803360380906535), ("<integer> <unit-of-duration>noon|midnight|EOD|end of day", -3.4965075614664802), ("daynograin", -3.4965075614664802), ("<integer> <unit-of-duration>now", -3.0910424533583156)], n = 19}, koData = ClassData{prior = -0.6021754023542185, unseen = -4.31748811353631, likelihoods = HashMap.fromList [("quarterhour", -1.3596261140377293), ("dayhour", -3.6109179126442243), ("<integer> <unit-of-duration>intersect", -3.6109179126442243), ("<integer> <unit-of-duration><day-of-month> (ordinal)", -3.6109179126442243), ("monthnograin", -3.6109179126442243), ("a <unit-of-duration><time-of-day> am|pm", -2.10684051586795), ("a <unit-of-duration>time-of-day (latent)", -2.10684051586795), ("dayday", -2.917770732084279), ("<integer> <unit-of-duration>time-of-day (latent)", -3.6109179126442243), ("a <unit-of-duration>noon|midnight|EOD|end of day", -3.20545280453606), ("<integer> <unit-of-duration><day-of-month> (ordinal or number) <named-month>", -3.6109179126442243), ("<integer> <unit-of-duration>now", -3.6109179126442243)], n = 23}}), ("nth <day-of-week> of <month-or-greater>", Classifier{okData = ClassData{prior = -0.2876820724517809, unseen = -3.258096538021482, likelihoods = HashMap.fromList [("daymonth", -0.916290731874155), ("ordinals (first..twentieth,thirtieth,...)Tuesdayintersect", -2.5257286443082556), ("ordinals (first..twentieth,thirtieth,...)Wednesdayintersect", -2.120263536200091), ("ordinals (first..twentieth,thirtieth,...)Mondaythis|last|next <cycle>", -1.6094379124341003), ("ordinals (first..twentieth,thirtieth,...)TuesdayOctober", -2.120263536200091)], n = 9}, koData = ClassData{prior = -1.3862943611198906, unseen = -2.639057329615259, likelihoods = HashMap.fromList [("daymonth", -1.1786549963416462), ("ordinals (first..twentieth,thirtieth,...)TuesdaySeptember", -1.8718021769015913), ("ordinals (first..twentieth,thirtieth,...)WednesdayOctober", -1.466337068793427)], n = 3}}), ("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 = 0.0, unseen = -3.044522437723423, likelihoods = HashMap.fromList [("daymonth", -2.3025850929940455), ("monthyear", -1.8971199848858813), ("Marcha <unit-of-duration>", -2.3025850929940455), ("March<integer> <unit-of-duration>", -2.3025850929940455), ("Thanksgiving Daya <unit-of-duration>", -2.3025850929940455), ("Thanksgiving Day<integer> <unit-of-duration>", -1.8971199848858813), ("Vijayadashami<integer> <unit-of-duration>", -2.3025850929940455), ("dayyear", -1.6094379124341003)], n = 6}, koData = ClassData{prior = -infinity, unseen = -2.1972245773362196, likelihoods = HashMap.fromList [], n = 0}}), ("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}}), ("intersect by \",\", \"of\", \"from\", \"'s\"", Classifier{okData = ClassData{prior = -0.5540343780972276, unseen = -5.420534999272286, likelihoods = HashMap.fromList [("intersectthis|last|next <cycle>", -4.722953221644475), ("Wednesday<named-month> <day-of-month> (non ordinal)", -4.722953221644475), ("dayhour", -4.31748811353631), ("daymonth", -2.0149030205422647), ("<named-month> <day-of-month> (non ordinal)Friday", -4.722953221644475), ("Friday<named-month> <day-of-month> (non ordinal)", -3.4701902531491067), ("Wednesdayintersect", -4.722953221644475), ("from <datetime> - <datetime> (interval)July", -3.3366588605245844), ("Black Fridaythis|last|next <cycle>", -4.722953221644475), ("<part-of-day> of <time>February", -4.722953221644475), ("Saturday<time-of-day> am|pm", -4.722953221644475), ("Martin Luther King's Daythis|last|next <cycle>", -4.31748811353631), ("hourmonth", -4.722953221644475), ("Fridayintersect by \",\", \"of\", \"from\" for year", -4.029806041084529), ("dayday", -2.4716614230379794), ("the <day-of-month> (ordinal)February", -4.31748811353631), ("WednesdayOctober", -4.722953221644475), ("Wednesdaythis|last|next <cycle>", -4.31748811353631), ("intersect<named-month> <day-of-month> (non ordinal)", -3.4701902531491067), ("dayyear", -3.8066624897703196), ("Saturday<named-month> <day-of-month> (non ordinal)", -4.722953221644475), ("Thursdayhh:mm", -4.31748811353631), ("Thanksgiving Daythis|last|next <cycle>", -4.722953221644475), ("TuesdayOctober", -4.722953221644475), ("the <day-of-month> (ordinal)March", -3.624340932976365), ("Mondaythis|last|next <cycle>", -3.8066624897703196), ("Fridayintersect", -4.029806041084529), ("Thursday<datetime> - <datetime> (interval)", -4.31748811353631), ("intersectOctober", -4.31748811353631), ("Thursday<time-of-day> - <time-of-day> (interval)", -3.8066624897703196), ("Tuesdaythis|last|next <cycle>", -4.31748811353631), ("Sunday<named-month> <day-of-month> (non ordinal)", -4.722953221644475), ("dayminute", -2.9311937524164198), ("minuteday", -3.4701902531491067), ("this|last|next <cycle>Sunday", -4.722953221644475), ("Sundaythis|last|next <cycle>", -4.722953221644475), ("on <day><time-of-day> am|pm", -4.722953221644475), ("intersectintersect", -4.722953221644475), ("weekday", -4.722953221644475), ("dayweek", -3.624340932976365), ("Monday<named-month> <day-of-month> (non ordinal)", -4.31748811353631), ("<datetime> - <datetime> (interval)July", -3.8066624897703196), ("on <day><named-month> <day-of-month> (non ordinal)", -4.029806041084529)], n = 77}, koData = ClassData{prior = -0.8547885321163612, unseen = -5.225746673713201, likelihoods = HashMap.fromList [("week-endJuly", -4.527208644518379), ("week-endOctober", -3.834061463958434), ("daymonth", -1.7863686205931786), ("TuesdaySeptember", -4.527208644518379), ("Wednesdayintersect", -4.527208644518379), ("from <datetime> - <datetime> (interval)July", -3.42859635585027), ("from <time-of-day> - <time-of-day> (interval)July", -4.527208644518379), ("hournograin", -4.121743536410215), ("from|since|after <time>July", -4.121743536410215), ("hourmonth", -2.581298495463066), ("Fridaythis|last|next <cycle>", -4.527208644518379), ("SundayFebruary", -4.527208644518379), ("on <day>September", -3.834061463958434), ("WednesdayOctober", -4.527208644518379), ("intersectnow", -4.121743536410215), ("week-endintersect", -4.527208644518379), ("dayyear", -4.527208644518379), ("FridayJuly", -3.6109179126442243), ("FridaySeptember", -4.121743536410215), ("the <day-of-month> (ordinal)July", -3.6109179126442243), ("WednesdayFebruary", -4.527208644518379), ("minutemonth", -3.0231312477421053), ("Mondaythis|last|next <cycle>", -4.527208644518379), ("SundayMarch", -4.527208644518379), ("MondayFebruary", -4.121743536410215), ("Fridayintersect", -4.527208644518379), ("intersectOctober", -4.527208644518379), ("dayminute", -4.527208644518379), ("SaturdaySeptember", -4.527208644518379), ("intersectSeptember", -3.1409142833984887), ("Tuesdaynow", -4.121743536410215), ("MondayMarch", -4.527208644518379), ("FridayOctober", -4.527208644518379), ("daynograin", -4.121743536410215), ("<integer> to|till|before <hour-of-day>July", -4.527208644518379), ("Tuesdayintersect", -4.527208644518379), ("<time-of-day> - <time-of-day> (interval)July", -4.527208644518379), ("<datetime> - <datetime> (interval)July", -4.527208644518379), ("Sundayintersect", -4.527208644518379)], n = 57}}), ("last <time>", Classifier{okData = ClassData{prior = -0.6931471805599453, unseen = -3.4011973816621555, likelihoods = HashMap.fromList [("Martin Luther King's Day", -2.6741486494265287), ("day", -1.1700712526502546), ("Sunday", -2.6741486494265287), ("Chinese New Year", -1.9810014688665833), ("Thanksgiving Day", -2.6741486494265287), ("Easter Sunday", -2.6741486494265287), ("hour", -2.6741486494265287), ("Tuesday", -2.6741486494265287), ("week-end", -2.6741486494265287)], n = 9}, koData = ClassData{prior = -0.6931471805599453, unseen = -3.4011973816621555, likelihoods = HashMap.fromList [("Monday", -2.6741486494265287), ("Friday", -2.268683541318364), ("day", -1.7578579175523736), ("Sunday", -2.6741486494265287), ("hour", -1.575536360758419), ("week-end", -1.575536360758419)], n = 9}}), ("March", Classifier{okData = ClassData{prior = 0.0, unseen = -3.295836866004329, likelihoods = HashMap.fromList [("", 0.0)], n = 25}, 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}}), ("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 = -0.6061358035703156, unseen = -3.044522437723423, likelihoods = HashMap.fromList [("ordinals (first..twentieth,thirtieth,...)", -1.3862943611198906), ("ordinal (digits)", -0.2876820724517809)], n = 18}, koData = ClassData{prior = -0.7884573603642702, unseen = -2.890371757896165, likelihoods = HashMap.fromList [("ordinals (first..twentieth,thirtieth,...)", -0.5306282510621704), ("ordinal (digits)", -0.8873031950009028)], n = 15}}), ("<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}}), ("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}}), ("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 = -2.5649493574615367, likelihoods = HashMap.fromList [("ordinal (digits)October", -1.791759469228055), ("ordinal (digits)April", -1.791759469228055), ("month", -0.8754687373538999), ("integer (numeric)October", -1.3862943611198906)], n = 4}, koData = ClassData{prior = -infinity, unseen = -1.6094379124341003, 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 = -0.1670540846631662, unseen = -3.5263605246161616, likelihoods = HashMap.fromList [("Martin Luther King's Day", -2.1102132003465894), ("Halloween", -2.803360380906535), ("Boss's Day", -2.803360380906535), ("Monday", -2.3978952727983707), ("day", -1.0986122886681098), ("Thanksgiving Day", -2.803360380906535), ("March", -2.803360380906535), ("month", -2.803360380906535), ("Tuesday", -2.3978952727983707)], n = 11}, koData = ClassData{prior = -1.8718021769015913, unseen = -2.772588722239781, likelihoods = HashMap.fromList [("Wednesday", -2.0149030205422647), ("Saturday", -2.0149030205422647), ("day", -1.6094379124341003)], 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 = -0.2876820724517809, unseen = -2.5649493574615367, likelihoods = HashMap.fromList [("ordinals (first..twentieth,thirtieth,...)Monday<named-month>|<named-day> <day-of-month> (ordinal)", -1.791759469228055), ("ordinals (first..twentieth,thirtieth,...)Christmastoday", -1.791759469228055), ("dayday", -1.0986122886681098), ("ordinal (digits)Christmastoday", -1.791759469228055)], n = 3}, koData = ClassData{prior = -1.3862943611198906, unseen = -2.1972245773362196, likelihoods = HashMap.fromList [("daymonth", -1.3862943611198906), ("ordinals (first..twentieth,thirtieth,...)MondayOctober", -1.3862943611198906)], n = 1}}), ("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 = -3.828641396489095, likelihoods = HashMap.fromList [("integer (numeric)", -4.546237407675729e-2), ("integer (0..19)", -3.1135153092103742)], n = 43}}), ("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 = 0.0, unseen = -2.639057329615259, likelihoods = HashMap.fromList [("Wednesday", -1.8718021769015913), ("Friday", -1.466337068793427), ("day", -1.1786549963416462), ("March", -1.8718021769015913), ("month", -1.8718021769015913)], n = 4}, koData = ClassData{prior = -infinity, unseen = -1.791759469228055, likelihoods = HashMap.fromList [], n = 0}}), ("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 = -1.1631508098056809, unseen = -4.770684624465665, likelihoods = HashMap.fromList [("intersecthh:mm", -3.6635616461296463), ("from|since|after <time>hh:mm", -3.152736022363656), ("minuteminute", -1.5841201044498106), ("<time> timezone<time> timezone", -3.3758795736778655), ("the <day-of-month> (ordinal)the <day-of-month> (ordinal)", -3.6635616461296463), ("hh:mmhh:mm", -2.5649493574615367), ("dayday", -2.5649493574615367), ("hhhmmhhhmm", -3.152736022363656), ("hourhour", -3.6635616461296463), ("<named-month> <day-of-month> (non ordinal)<named-month> <day-of-month> (non ordinal)", -3.6635616461296463), ("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm", -3.6635616461296463), ("<time-of-day> am|pmhh:mm:ss", -4.069026754237811), ("hoursecond", -3.6635616461296463), ("<time-of-day> am|pm<time-of-day> am|pm", -3.3758795736778655), ("from|since|after <time>the <day-of-month> (ordinal)", -3.152736022363656)], n = 35}, koData = ClassData{prior = -0.3746934494414107, unseen = -5.308267697401205, likelihoods = HashMap.fromList [("hhhmm<time> timezone", -4.204692619390966), ("<time> timezonehhhmm", -4.204692619390966), ("hourday", -3.00071981506503), ("<named-month> <day-of-month> (non ordinal)July", -4.61015772749913), ("dayhour", -4.61015772749913), ("daymonth", -3.6938669956249752), ("from|since|after <time><day-of-month> (ordinal or number) of <month>", -3.6938669956249752), ("<time-of-day> am|pmintersect", -4.61015772749913), ("MondayOctober", -4.204692619390966), ("from|since|after <time>hh:mm", -4.61015772749913), ("hh:mm<time-of-day> am|pm", -3.5115454388310208), ("hhhmmintersect", -4.61015772749913), ("minuteminute", -2.167810692129926), ("from|since|after <time><time-of-day> am|pm", -3.917010546939185), ("hh:mmhh:mm", -3.917010546939185), ("dayday", -1.8067973465925955), ("from|since|after <time><day-of-month> (ordinal or number) <named-month>", -3.6938669956249752), ("hhhmmhhhmm", -4.204692619390966), ("hourhour", -3.6938669956249752), ("hourminute", -4.61015772749913), ("minutehour", -3.6938669956249752), ("<time> timezonehh:mm", -4.61015772749913), ("hh:mm<time> timezone", -4.61015772749913), ("the <day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"", -4.61015772749913), ("from|since|after <time><day-of-month> (ordinal or number) of <named-month>", -3.6938669956249752), ("hh:mmintersect", -3.6938669956249752), ("<named-month> <day-of-month> (non ordinal)August", -4.61015772749913), ("Christmastoday", -3.917010546939185), ("about|exactly <time-of-day><time-of-day> am|pm", -4.61015772749913), ("from|since|after <time>intersect", -3.1060803307228566), ("from|since|after <time>intersect by \",\", \"of\", \"from\", \"'s\"", -3.6938669956249752), ("Monday<named-month>|<named-day> <day-of-month> (ordinal)", -4.204692619390966), ("<time-of-day> am|pmhh:mm", -4.61015772749913), ("from|since|after <time>the <day-of-month> (ordinal or number) of <named-month>", -3.1060803307228566), ("the <day-of-month> (ordinal)<day-of-month> (ordinal or number) <named-month>", -4.61015772749913), ("from|since|after <time>the <day-of-month> (ordinal)", -4.61015772749913), ("the <day-of-month> (ordinal)the <day-of-month> (ordinal or number) of <named-month>", -4.204692619390966), ("Monday<named-month> <day-of-month> (non ordinal)", -4.61015772749913), ("the <day-of-month> (ordinal)intersect", -4.204692619390966)], n = 77}}), ("Tuesday", Classifier{okData = ClassData{prior = 0.0, unseen = -2.772588722239781, likelihoods = HashMap.fromList [("", 0.0)], n = 14}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("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}}), ("<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 = -0.6931471805599453, unseen = -1.791759469228055, likelihoods = HashMap.fromList [("dayday", -0.916290731874155), ("ordinals (first..twentieth,thirtieth,...)Tuesdayintersect", -0.916290731874155)], n = 1}, koData = ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055, likelihoods = HashMap.fromList [("dayday", -0.916290731874155), ("ordinals (first..twentieth,thirtieth,...)TuesdayChristmas", -0.916290731874155)], 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 = -0.3646431135879093, unseen = -4.0943445622221, likelihoods = HashMap.fromList [("Augustinteger (numeric)", -2.691243082785829), ("Marchinteger (numeric)", -2.9789251552376097), ("Aprilinteger (numeric)", -3.3843902633457743), ("month", -0.8194409058842375), ("Februaryinteger (numeric)", -2.1316272948504063), ("Septemberinteger (numeric)", -2.691243082785829), ("Octoberinteger (numeric)", -2.691243082785829), ("Julyinteger (numeric)", -1.9980959022258835)], n = 25}, koData = ClassData{prior = -1.1856236656577395, 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}}), ("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 = -4.1588830833596715, likelihoods = HashMap.fromList [("", 0.0)], n = 62}, 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 = -2.0794415416798357, likelihoods = HashMap.fromList [("ordinal (digits)October", -1.252762968495368), ("ordinal (digits)April", -1.252762968495368), ("month", -0.8472978603872037)], n = 2}, koData = ClassData{prior = -infinity, unseen = -1.3862943611198906, 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}}), ("week-end", Classifier{okData = ClassData{prior = -1.252762968495368, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -0.3364722366212129, unseen = -1.9459101490553135, likelihoods = HashMap.fromList [("", 0.0)], n = 5}}), ("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 = -6.899287148695143e-2, unseen = -3.6109179126442243, likelihoods = HashMap.fromList [("Black Fridaythis|last|next <cycle>", -2.890371757896165), ("Martin Luther King's Daythis|last|next <cycle>", -2.4849066497880004), ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)", -2.1972245773362196), ("dayyear", -0.8754687373538999), ("Thanksgiving Daythis|last|next <cycle>", -2.890371757896165), ("intersectyear (latent)", -2.1972245773362196), ("<named-month> <day-of-month> (non ordinal)year (latent)", -1.9740810260220096)], n = 14}, koData = ClassData{prior = -2.70805020110221, unseen = -2.3978952727983707, likelihoods = HashMap.fromList [("Fridaythis|last|next <cycle>", -1.6094379124341003), ("dayyear", -1.6094379124341003)], n = 1}}), ("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_XX.hs (4,153 lines of code) (raw):