Duckling/Ranking/Classifiers/EL_XX.hs (2,596 lines of code) (raw):

-- 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.EL_XX (classifiers) where import Data.String import Prelude import qualified Data.HashMap.Strict as HashMap import Duckling.Ranking.Types classifiers :: Classifiers classifiers = HashMap.fromList [("midnight", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("last <cycle> <time>'s'", Classifier{okData = ClassData{prior = 0.0, unseen = -3.5553480614894135, likelihoods = HashMap.fromList [("daymonth", -1.128465251817791), ("week (grain)intersect by 'of', 'from', 's", -2.833213344056216), ("day (grain)intersect", -2.4277482359480516), ("weekmonth", -2.1400661634962708), ("day (grain)intersect by 'of', 'from', 's", -2.4277482359480516), ("week (grain)intersect", -2.833213344056216), ("day (grain)absorption of article before time", -1.580450375560848), ("week (grain)September", -2.833213344056216)], n = 13}, koData = ClassData{prior = -infinity, unseen = -2.1972245773362196, likelihoods = HashMap.fromList [], n = 0}}), ("<time> timezone", Classifier{okData = ClassData{prior = 0.0, unseen = -3.044522437723423, likelihoods = HashMap.fromList [("at <time-of-day>", -1.8971199848858813), ("absorption of article before time", -1.8971199848858813), ("<time-of-day> am|pm", -2.3025850929940455), ("hh:mm", -1.8971199848858813), ("hour", -1.2039728043259361), ("minute", -1.8971199848858813)], n = 7}, koData = ClassData{prior = -infinity, unseen = -1.9459101490553135, likelihoods = HashMap.fromList [], n = 0}}), ("ordinals (1st..12th, 20th, 30th..90th)", Classifier{okData = ClassData{prior = -0.9480394301887354, unseen = -3.4965075614664802, likelihoods = HashMap.fromList [("", 0.0)], n = 31}, koData = ClassData{prior = -0.4902063365632549, unseen = -3.9318256327243257, likelihoods = HashMap.fromList [("", 0.0)], n = 49}}), ("integer (numeric)", Classifier{okData = ClassData{prior = -0.5945320530416505, unseen = -5.293304824724492, likelihoods = HashMap.fromList [("", 0.0)], n = 197}, koData = ClassData{prior = -0.8025619665458121, unseen = -5.0875963352323845, likelihoods = HashMap.fromList [("", 0.0)], n = 160}}), ("<integer> and a half <grain>", Classifier{okData = ClassData{prior = 0.0, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("hour", -0.6931471805599453), ("integer (numeric)hour (grain)", -0.6931471805599453)], n = 1}, koData = ClassData{prior = -infinity, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [], n = 0}}), ("<duration> hence|ago", Classifier{okData = ClassData{prior = -2.1972245773362196, unseen = -2.0794415416798357, likelihoods = HashMap.fromList [("day", -1.252762968495368), ("<integer> <unit-of-duration>", -1.252762968495368)], n = 1}, koData = ClassData{prior = -0.11778303565638351, unseen = -3.0910424533583156, likelihoods = HashMap.fromList [("day", -2.3513752571634776), ("year", -2.3513752571634776), ("<integer> <unit-of-duration>", -1.0986122886681098), ("quarter of an hour", -1.9459101490553135), ("minute", -1.0986122886681098)], n = 8}}), ("Father's Day", Classifier{okData = ClassData{prior = 0.0, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("", 0.0)], n = 3}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("thursday", Classifier{okData = ClassData{prior = -0.12783337150988489, unseen = -3.1780538303479458, likelihoods = HashMap.fromList [("", 0.0)], n = 22}, koData = ClassData{prior = -2.120263536200091, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("", 0.0)], n = 3}}), ("few", 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}}), ("fall", 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}}), ("<named-month> <day-of-month> (ordinal or number)", Classifier{okData = ClassData{prior = -1.0986122886681098, unseen = -1.9459101490553135, likelihoods = HashMap.fromList [("month", -1.0986122886681098), ("Julyinteger (numeric)", -1.0986122886681098)], n = 1}, koData = ClassData{prior = -0.40546510810816444, unseen = -2.1972245773362196, likelihoods = HashMap.fromList [("absorption of article before timeinteger (numeric)", -1.3862943611198906), ("Aprilinteger (numeric)", -1.3862943611198906), ("month", -0.9808292530117262)], n = 2}}), ("<time-of-day> approximately", Classifier{okData = ClassData{prior = 0.0, unseen = -2.0794415416798357, likelihoods = HashMap.fromList [("time-of-day (latent)", -1.252762968495368), ("<time-of-day> am|pm", -1.252762968495368), ("hour", -0.8472978603872037)], n = 2}, koData = ClassData{prior = -infinity, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [], n = 0}}), ("<day-of-month> (ordinal or number) <named-month>", Classifier{okData = ClassData{prior = -0.24214005200486485, unseen = -5.147494476813453, likelihoods = HashMap.fromList [("integer (numeric)absorption of article before time", -2.8390784635086144), ("ordinals (1st..12th, 20th, 30th..90th)absorption of article before time", -4.04305126783455), ("ordinal (digits)October", -4.04305126783455), ("integer (numeric)September", -2.9444389791664407), ("ordinals (1st..12th, 20th, 30th..90th)September", -3.5322256440685593), ("integer (numeric)December", -4.448516375942715), ("ordinals (1st..12th, 20th, 30th..90th)May", -4.448516375942715), ("number (0..19, 20, 30..90)April", -4.448516375942715), ("ordinal (digits)August", -4.448516375942715), ("number (0..19, 20, 30..90)March", -4.448516375942715), ("ordinal (digits)February", -3.5322256440685593), ("integer (numeric)April", -3.5322256440685593), ("ordinals (1st..12th, 20th, 30th..90th)April", -3.7553691953827695), ("integer (numeric)August", -3.7553691953827695), ("integer (numeric)February", -2.743768283704289), ("ordinals (1st..12th, 20th, 30th..90th)February", -4.448516375942715), ("month", -0.8375984632984902), ("ordinal (digits)March", -4.04305126783455), ("ordinals (1st..12th, 20th, 30th..90th)October", -3.5322256440685593), ("ordinals (1st..12th, 20th, 30th..90th)January", -4.448516375942715), ("integer (numeric)July", -3.5322256440685593), ("integer (numeric)March", -4.04305126783455), ("ordinals (1st..12th, 20th, 30th..90th)March", -3.349904087274605)], n = 73}, koData = ClassData{prior = -1.536867219599265, unseen = -4.189654742026425, likelihoods = HashMap.fromList [("integer (numeric)absorption of article before time", -2.382627800667582), ("ordinals (1st..12th, 20th, 30th..90th)absorption of article before time", -2.5649493574615367), ("ordinal (digits)October", -3.481240089335692), ("ordinal (digits)July", -3.481240089335692), ("integer (numeric)September", -3.0757749812275272), ("ordinal (digits)August", -3.0757749812275272), ("ordinal (digits)April", -3.481240089335692), ("month", -1.129864832172214), ("integer (numeric)July", -2.5649493574615367)], n = 20}}), ("<time> <part-of-day>", Classifier{okData = ClassData{prior = -9.038406146826906e-2, unseen = -5.231108616854587, likelihoods = HashMap.fromList [("dayhour", -2.134704220354885), ("time-of-day (latent)absorption of article before time", -3.4339872044851463), ("<time-of-day> o'clockabsorption of article before time", -4.532599493153256), ("mondayearly morning", -4.532599493153256), ("tomorrowafternoon", -4.532599493153256), ("absorption of article before timeabsorption of article before time", -3.6163087612791007), ("yesterdayabsorption of article before time", -4.532599493153256), ("hourhour", -1.44155703979494), ("<time-of-day> o'clockin|during the <part-of-day>", -4.532599493153256), ("todayin|during the <part-of-day>", -4.532599493153256), ("until <time-of-day>morning", -4.532599493153256), ("minutehour", -2.8278514009148306), ("tonightin|during the <part-of-day>", -4.532599493153256), ("at <time-of-day>in|during the <part-of-day>", -3.6163087612791007), ("intersectafternoon", -4.127134385045092), ("tomorrowevening", -4.532599493153256), ("absorption of article before timein|during the <part-of-day>", -3.6163087612791007), ("time-of-day (latent)morning", -4.532599493153256), ("yesterdayin|during the <part-of-day>", -4.532599493153256), ("intersectin|during the <part-of-day>", -3.2798365246578878), ("tonightabsorption of article before time", -4.532599493153256), ("todayabsorption of article before time", -4.532599493153256), ("at <time-of-day>absorption of article before time", -3.6163087612791007), ("hh:mmabsorption of article before time", -3.8394523125933104), ("intersectabsorption of article before time", -3.2798365246578878), ("tomorrowin|during the <part-of-day>", -3.4339872044851463), ("hh:mmin|during the <part-of-day>", -3.8394523125933104), ("time-of-day (latent)in|during the <part-of-day>", -3.4339872044851463), ("mondaymorning", -4.127134385045092), ("absorption of article before timemorning", -4.532599493153256), ("todaymorning", -4.532599493153256), ("<day-of-month> (ordinal or number) <named-month>morning", -4.532599493153256), ("tomorrowabsorption of article before time", -3.4339872044851463)], n = 74}, koData = ClassData{prior = -2.4485390056171257, unseen = -3.970291913552122, likelihoods = HashMap.fromList [("yearhour", -2.8526314299133175), ("time-of-day (latent)absorption of article before time", -2.8526314299133175), ("monthhour", -3.258096538021482), ("year (latent)absorption of article before time", -3.258096538021482), ("hourhour", -2.341805806147327), ("year (latent)in|during the <part-of-day>", -3.258096538021482), ("Februarymorning", -3.258096538021482), ("time-of-day (latent)in|during the <part-of-day>", -2.8526314299133175)], n = 7}}), ("dd/mm", Classifier{okData = ClassData{prior = -3.1354942159291497, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -4.445176257083381e-2, unseen = -3.1780538303479458, likelihoods = HashMap.fromList [("", 0.0)], n = 22}}), ("today", 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}}), ("at <time-of-day>", Classifier{okData = ClassData{prior = -9.716374845364774e-2, unseen = -4.663439094112067, likelihoods = HashMap.fromList [("half after|past <integer> (hour-of-day)", -3.960813169597578), ("<time-of-day> am|pm (verbose)", -3.5553480614894135), ("time-of-day (latent)", -1.3581234841531944), ("<time-of-day> am|pm", -1.8207470061013074), ("hh:mm", -3.044522437723423), ("hour", -0.916290731874155), ("minute", -2.456735772821304)], n = 49}, koData = ClassData{prior = -2.379546134130174, unseen = -2.890371757896165, likelihoods = HashMap.fromList [("time-of-day (latent)", -1.041453874828161), ("hour", -1.041453874828161)], n = 5}}), ("December", 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}}), ("absorption of , after named day", Classifier{okData = ClassData{prior = 0.0, unseen = -3.4965075614664802, likelihoods = HashMap.fromList [("wednesday", -2.772588722239781), ("saturday", -2.772588722239781), ("absorption of article before time", -2.367123614131617), ("monday", -2.367123614131617), ("friday", -2.0794415416798357), ("day", -0.9007865453381898), ("sunday", -2.772588722239781), ("tuesday", -2.367123614131617)], n = 12}, koData = ClassData{prior = -infinity, unseen = -2.1972245773362196, likelihoods = HashMap.fromList [], n = 0}}), ("September", Classifier{okData = ClassData{prior = 0.0, unseen = -3.044522437723423, likelihoods = HashMap.fromList [("", 0.0)], n = 19}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("tonight", 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}}), ("revolution 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}}), ("between <time-of-day> and <time-of-day> (interval)", Classifier{okData = ClassData{prior = -0.2876820724517809, unseen = -2.70805020110221, likelihoods = HashMap.fromList [("hh:mmtime-of-day (latent)", -1.9459101490553135), ("minuteminute", -1.9459101490553135), ("hh:mmhh:mm", -1.9459101490553135), ("hourminute", -1.9459101490553135), ("minutehour", -1.9459101490553135), ("time-of-day (latent)hh:mm", -1.9459101490553135)], n = 3}, koData = ClassData{prior = -1.3862943611198906, unseen = -2.3978952727983707, likelihoods = HashMap.fromList [("time-of-day (latent)time-of-day (latent)", -1.6094379124341003), ("hourhour", -1.6094379124341003)], n = 1}}), ("between <datetime> and <datetime> (interval)", Classifier{okData = ClassData{prior = 0.0, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("minuteminute", -0.6931471805599453), ("hh:mmhh:mm", -0.6931471805599453)], n = 1}, koData = ClassData{prior = -infinity, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [], n = 0}}), ("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 = 0.0, unseen = -2.3025850929940455, likelihoods = HashMap.fromList [("", 0.0)], n = 8}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("<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}}), ("wednesday", 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}}), ("number (0..19, 20, 30..90)", Classifier{okData = ClassData{prior = -0.11441035117774422, unseen = -3.5553480614894135, likelihoods = HashMap.fromList [("", 0.0)], n = 33}, koData = ClassData{prior = -2.2246235515243336, unseen = -1.791759469228055, likelihoods = HashMap.fromList [("", 0.0)], n = 4}}), ("hh(:mm) - <time-of-day> am|pm (verbose)", 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}}), ("January", Classifier{okData = ClassData{prior = 0.0, unseen = -2.0794415416798357, likelihoods = HashMap.fromList [("", 0.0)], n = 6}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("<time-of-day> o'clock", Classifier{okData = ClassData{prior = 0.0, unseen = -2.1972245773362196, likelihoods = HashMap.fromList [("time-of-day (latent)", -0.6931471805599453), ("hour", -0.6931471805599453)], n = 3}, koData = ClassData{prior = -infinity, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [], n = 0}}), ("<integer> + '\"", Classifier{okData = ClassData{prior = 0.0, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("integer (numeric)", 0.0)], n = 3}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("November", 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}}), ("July", Classifier{okData = ClassData{prior = 0.0, unseen = -2.833213344056216, likelihoods = HashMap.fromList [("", 0.0)], n = 15}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("hour (grain)", Classifier{okData = ClassData{prior = -0.5260930958967791, unseen = -2.70805020110221, likelihoods = HashMap.fromList [("", 0.0)], n = 13}, koData = ClassData{prior = -0.8938178760220964, unseen = -2.3978952727983707, likelihoods = HashMap.fromList [("", 0.0)], n = 9}}), ("in <duration> from <time>", Classifier{okData = ClassData{prior = 0.0, unseen = -2.3025850929940455, likelihoods = HashMap.fromList [("secondsecond", -1.5040773967762742), ("daysecond", -1.0986122886681098), ("<integer> <unit-of-duration>now", -0.8109302162163288)], n = 3}, koData = ClassData{prior = -infinity, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [], n = 0}}), ("<ordinal> quarter", Classifier{okData = ClassData{prior = -0.6931471805599453, unseen = -2.3025850929940455, likelihoods = HashMap.fromList [("ordinals (1st..12th, 20th, 30th..90th)quarter (grain)", -1.0986122886681098), ("ordinal (digits)quarter (grain)", -1.5040773967762742), ("quarter", -0.8109302162163288)], n = 3}, koData = ClassData{prior = -0.6931471805599453, unseen = -2.3025850929940455, likelihoods = HashMap.fromList [("ordinal (digits)quarter (grain)", -0.8109302162163288), ("quarter", -0.8109302162163288)], n = 3}}), ("saturday", 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}}), ("Last year", 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}}), ("May", 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}}), ("intersect", Classifier{okData = ClassData{prior = -0.4019501660007199, unseen = -6.859614903654202, likelihoods = HashMap.fromList [("tuesdaySeptember", -5.249127122357264), ("Father's Dayabsorption of article before time", -6.16541785423142), ("last <cycle> <time>'s'absorption of article before time", -5.472270673671475), ("hourday", -4.293615677329829), ("dayhour", -2.3587553644611003), ("daymonth", -3.8140425970679424), ("monthyear", -3.7675225814330493), ("<time-of-day> am|pmabsorption of article before time", -4.02535169073515), ("tuesdaythis <cycle>", -6.16541785423142), ("last <day-of-week> of <time>absorption of article before time", -6.16541785423142), ("wednesdayintersect", -5.06680556556331), ("absorption of article before timeabsorption of , after named day", -6.16541785423142), ("houryear", -6.16541785423142), ("absorption of article before timeat <time-of-day>", -5.472270673671475), ("absorption of article before time<day-of-month> (ordinal or number) <named-month>", -5.249127122357264), ("absorption of article before time<time> <part-of-day>", -5.472270673671475), ("Octoberabsorption of article before time", -5.472270673671475), ("intersect<day-of-month> (ordinal or number) <named-month>", -4.293615677329829), ("intersect by 'of', 'from', 'syear", -6.16541785423142), ("<time-of-day> am|pmintersect", -4.661340457455146), ("intersectat <time-of-day>", -5.759952746123256), ("thursday<day-of-month> ( ordinal) <named-month> year", -6.16541785423142), ("saturday<time-of-day> am|pm", -5.759952746123256), ("saturdayat <time-of-day>", -5.759952746123256), ("after tomorrowat <time-of-day>", -6.16541785423142), ("intersect<time-of-day> am|pm", -6.16541785423142), ("<part-of-day> of <time>February", -6.16541785423142), ("absorption of article before timeOctober", -5.759952746123256), ("<time-of-day> o'clockabsorption of article before time", -6.16541785423142), ("after tomorrow<time-of-day> am|pm", -5.759952746123256), ("wednesdayabsorption of article before time", -4.661340457455146), ("Marchabsorption of article before time", -6.16541785423142), ("wednesdayat <time-of-day>", -5.759952746123256), ("intersect by ','<time-of-day> am|pm", -5.249127122357264), ("thursdayhh(:mm) - <time-of-day> am|pm", -6.16541785423142), ("<time-of-day> am|pmintersect by ','", -5.249127122357264), ("absorption of article before timeLast year", -5.759952746123256), ("absorption of article before timeintersect", -5.249127122357264), ("wednesday<time> <part-of-day>", -5.249127122357264), ("hourmonth", -6.16541785423142), ("todayat <time-of-day>", -6.16541785423142), ("absorption of article before timeabsorption of article before time", -3.5627281687870362), ("thursday<time> timezone", -4.912654885736052), ("yesterdayabsorption of article before time", -6.16541785423142), ("dayday", -3.6004684967698832), ("<time> <part-of-day>at <time-of-day>", -5.759952746123256), ("tonightat <time-of-day>", -5.759952746123256), ("<time-of-day> am|pmabsorption of , after named day", -5.249127122357264), ("today<time-of-day> am|pm", -5.759952746123256), ("at <time-of-day><time> <part-of-day>", -5.472270673671475), ("absorption of , after named day<day-of-month> (ordinal or number) <named-month>", -4.219507705176107), ("hourhour", -2.851231849558894), ("<time-of-day> - <time-of-day> (interval)absorption of article before time", -6.16541785423142), ("halloween dayabsorption of article before time", -6.16541785423142), ("<datetime> - <datetime> (interval)absorption of article before time", -5.759952746123256), ("dayyear", -2.9465420293632194), ("thursday<day-of-month> (ordinal or number) <named-month>", -6.16541785423142), ("last weekend of <named-month>year", -6.16541785423142), ("<time-of-day> o'clockin|during the <part-of-day>", -6.16541785423142), ("thursdaybetween <time-of-day> and <time-of-day> (interval)", -5.759952746123256), ("tuesdayabsorption of article before time", -4.661340457455146), ("thursdaybetween <datetime> and <datetime> (interval)", -6.16541785423142), ("wednesday<time-of-day> am|pm (verbose)", -5.759952746123256), ("before yesterday<time-of-day> am|pm", -5.759952746123256), ("wednesdaythis <cycle>", -6.16541785423142), ("todayin|during the <part-of-day>", -6.16541785423142), ("<time-of-day> am|pmtomorrow", -5.249127122357264), ("thursdayhh:mm", -6.16541785423142), ("minutehour", -4.460669761992995), ("before yesterdayat <time-of-day>", -5.759952746123256), ("tonightin|during the <part-of-day>", -6.16541785423142), ("at <time-of-day>in|during the <part-of-day>", -5.249127122357264), ("thursdayintersect", -6.16541785423142), ("thursdayfrom <datetime> - <datetime> (interval)", -5.249127122357264), ("Aprilyear", -5.759952746123256), ("absorption of article before timetomorrow", -5.472270673671475), ("absorption of article before timehh(:mm) - <time-of-day> am|pm", -6.16541785423142), ("absorption of article before timein|during the <part-of-day>", -5.249127122357264), ("yesterdayin|during the <part-of-day>", -6.16541785423142), ("before yesterdayabsorption of article before time", -5.759952746123256), ("this <day-of-week>hh(:mm) - <time-of-day> am|pm", -6.16541785423142), ("tuesday<time> <part-of-day>", -5.249127122357264), ("absorption of article before timeFebruary", -5.759952746123256), ("weekmonth", -5.249127122357264), ("tuesdayat <time-of-day>", -5.759952746123256), ("mondaythis <cycle>", -6.16541785423142), ("tomorrowintersect", -5.249127122357264), ("intersectin|during the <part-of-day>", -4.912654885736052), ("<time> <part-of-day>absorption of article before time", -5.759952746123256), ("the <cycle> of <time>October", -5.759952746123256), ("revolution dayabsorption of article before time", -5.759952746123256), ("thursday<datetime> - <datetime> (interval)", -6.16541785423142), ("Septemberabsorption of article before time", -6.16541785423142), ("absorption of article before time<time-of-day> am|pm", -5.759952746123256), ("tonightabsorption of article before time", -5.472270673671475), ("todayabsorption of article before time", -5.759952746123256), ("at <time-of-day>absorption of article before time", -4.661340457455146), ("thursday<time-of-day> - <time-of-day> (interval)", -5.759952746123256), ("absorption of article before timeyear", -6.16541785423142), ("tuesday<time-of-day> am|pm (verbose)", -5.759952746123256), ("revolution dayLast year", -5.759952746123256), ("at <time-of-day>intersect", -5.249127122357264), ("<time-of-day> - <time-of-day> (interval)tomorrow", -6.16541785423142), ("absorption of article before timeintersect by ','", -6.16541785423142), ("dayminute", -3.8140425970679424), ("intersectyear", -5.06680556556331), ("hh:mmabsorption of article before time", -5.472270673671475), ("<datetime> - <datetime> (interval)tomorrow", -6.16541785423142), ("minuteday", -2.684177764895728), ("absorption of , after named dayintersect", -6.16541785423142), ("the <cycle> of <time>absorption of article before time", -6.16541785423142), ("<ordinal> <cycle> of <time>absorption of article before time", -6.16541785423142), ("at <time-of-day>intersect by ','", -6.16541785423142), ("Octoberyear", -4.912654885736052), ("absorption of , after named dayintersect by ','", -5.759952746123256), ("this <cycle>hh(:mm) - <time-of-day> am|pm", -6.16541785423142), ("intersectabsorption of article before time", -4.55597994179732), ("after tomorrowabsorption of article before time", -6.16541785423142), ("saturdayabsorption of article before time", -5.759952746123256), ("tuesdaythe <day-of-month> (non ordinal)", -6.16541785423142), ("at <time-of-day>absorption of , after named day", -6.16541785423142), ("tomorrowin|during the <part-of-day>", -5.06680556556331), ("<day-of-month> (ordinal or number) <named-month>year", -3.914126055624925), ("year<time-of-day> am|pm", -6.16541785423142), ("Septemberyear", -5.249127122357264), ("christmasabsorption of article before time", -6.16541785423142), ("dayweek", -5.06680556556331), ("weekyear", -5.249127122357264), ("hh:mmin|during the <part-of-day>", -5.472270673671475), ("the <day-of-month> (non ordinal)absorption of article before time", -5.759952746123256), ("tomorrowat <time-of-day>", -6.16541785423142), ("tuesdayintersect", -4.55597994179732), ("tomorrowbetween <time-of-day> and <time-of-day> (interval)", -6.16541785423142), ("at <time-of-day>tomorrow", -5.472270673671475), ("tomorrow<time-of-day> am|pm", -5.759952746123256), ("last <cycle> of <time>absorption of article before time", -5.759952746123256), ("in|during the <part-of-day>at <time-of-day>", -6.16541785423142), ("in|during the <part-of-day>absorption of article before time", -6.16541785423142), ("intersectFebruary", -6.16541785423142), ("<datetime> - <datetime> (interval)July", -6.16541785423142), ("tomorrowabsorption of article before time", -4.912654885736052), ("yearminute", -6.16541785423142), ("Mother's Dayabsorption of article before time", -6.16541785423142)], n = 380}, koData = ClassData{prior = -1.1056794558912022, unseen = -6.343880434126331, likelihoods = HashMap.fromList [("hourday", -5.648974238161206), ("thursdayabsorption of article before time", -5.243509130053042), ("dayhour", -3.56953269648137), ("daymonth", -2.55793178480289), ("hourquarter", -5.648974238161206), ("absorption of article before timedd/mm", -5.648974238161206), ("monthyear", -3.297598980997728), ("absorption of article before timeDecember", -5.648974238161206), ("tuesdayFebruary", -5.648974238161206), ("wednesdayintersect", -5.648974238161206), ("intersecthh:mm", -5.648974238161206), ("hh:mmuntil <time>", -4.955827057601261), ("houryear", -5.243509130053042), ("hournograin", -4.396211269665838), ("intersect by 'of', 'from', 'syear", -4.732683506287051), ("absorption of article before timeJuly", -5.243509130053042), ("thursdayafter <time-of-day>", -4.550361949493096), ("Marchyear", -4.144896841384932), ("after tomorrowat <time-of-day>", -5.648974238161206), ("absorption of article before timeOctober", -5.243509130053042), ("<time-of-day> am|pmuntil <time>", -5.243509130053042), ("wednesdayabsorption of article before time", -5.243509130053042), ("intersect by ','<time-of-day> am|pm", -5.648974238161206), ("absorption of article before timethe <cycle> of <time>", -5.648974238161206), ("intersect by 'of', 'from', 'sabsorption of article before time", -5.648974238161206), ("intersect by ','hh:mm", -4.550361949493096), ("mondayabsorption of article before time", -5.648974238161206), ("hourmonth", -3.2510789653628356), ("todayat <time-of-day>", -5.648974238161206), ("absorption of article before timeabsorption of article before time", -3.703064089105893), ("dayday", -3.3463891451671604), ("dayquarter", -5.648974238161206), ("<time-of-day> - <time-of-day> (interval)absorption of article before time", -5.648974238161206), ("thursdayat <time-of-day>", -5.243509130053042), ("week-endintersect", -5.648974238161206), ("<datetime> - <datetime> (interval)absorption of article before time", -5.243509130053042), ("dayyear", -3.1232455938529506), ("thursdaydd/mm", -5.648974238161206), ("tuesdayabsorption of article before time", -4.955827057601261), ("tuesdayintersect by 'of', 'from', 's", -5.243509130053042), ("monthminute", -5.243509130053042), ("<time-of-day> am|pmtomorrow", -5.648974238161206), ("tuesdayMarch", -4.732683506287051), ("thursdayhh:mm", -5.243509130053042), ("after <time-of-day>December", -5.648974238161206), ("for <duration> from <time>December", -5.648974238161206), ("thursdayintersect", -5.243509130053042), ("Aprilyear", -4.550361949493096), ("sundayintersect by 'of', 'from', 's", -5.648974238161206), ("tuesdayJanuary", -5.648974238161206), ("absorption of article before timehh(:mm) - <time-of-day> am|pm", -5.648974238161206), ("tuesdayOctober", -5.243509130053042), ("<day-of-month> (ordinal or number) of <named-month>year", -4.955827057601261), ("absorption of article before timeFebruary", -5.243509130053042), ("tuesday<day-of-month> (ordinal or number) <named-month>", -5.648974238161206), ("weekmonth", -4.732683506287051), ("minutenograin", -4.955827057601261), ("sundayabsorption of article before time", -4.955827057601261), ("todayabsorption of article before time", -5.648974238161206), ("absorption of article before timeyear", -4.550361949493096), ("dayminute", -4.039536325727106), ("intersectyear", -3.857214768933151), ("hh:mmabsorption of article before time", -5.243509130053042), ("thursdayApril", -5.648974238161206), ("minuteday", -4.732683506287051), ("absorption of , after named dayintersect", -5.648974238161206), ("the <cycle> of <time>absorption of article before time", -4.955827057601261), ("tuesdayApril", -5.243509130053042), ("Octoberyear", -5.648974238161206), ("absorption of , after named dayintersect by ','", -5.648974238161206), ("yearhh:mm", -5.648974238161206), ("this <cycle>hh(:mm) - <time-of-day> am|pm", -5.648974238161206), ("intersectabsorption of article before time", -4.550361949493096), ("tuesday<day-of-month> (ordinal or number) of <named-month>", -5.648974238161206), ("after tomorrowabsorption of article before time", -5.648974238161206), ("absorption of article before timeuntil <time>", -4.2626798770413155), ("<day-of-month> (ordinal or number) <named-month>year", -4.955827057601261), ("<duration> after <time>December", -5.648974238161206), ("intersectintersect", -5.648974238161206), ("tuesdaytuesday", -5.648974238161206), ("the <day-of-month> (non ordinal)absorption of article before time", -3.944226145922781), ("at <time-of-day>February", -5.648974238161206), ("week-endabsorption of article before time", -4.732683506287051), ("thursdayOctober", -5.243509130053042), ("tomorrowat <time-of-day>", -5.648974238161206), ("tuesdayintersect", -3.857214768933151), ("daynograin", -3.7771720612596145), ("tomorrowbetween <time-of-day> and <time-of-day> (interval)", -5.648974238161206), ("tuesdayMay", -5.648974238161206), ("after <time-of-day>absorption of article before time", -5.648974238161206), ("<time-of-day> - <time-of-day> (interval)July", -5.243509130053042), ("sundayintersect", -5.648974238161206), ("thursdayintersect by 'of', 'from', 's", -5.648974238161206), ("tomorrowabsorption of article before time", -5.648974238161206), ("yearminute", -5.648974238161206)], n = 188}}), ("quarter to|past <integer> (hour-of-day)", Classifier{okData = ClassData{prior = 0.0, unseen = -2.1972245773362196, likelihoods = HashMap.fromList [("time-of-day (latent)", -0.6931471805599453), ("hour", -0.6931471805599453)], n = 3}, koData = ClassData{prior = -infinity, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [], n = 0}}), ("tomorrownight", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("half after|past <integer> (hour-of-day)", Classifier{okData = ClassData{prior = -0.2231435513142097, unseen = -2.5649493574615367, likelihoods = HashMap.fromList [("at <time-of-day>", -1.791759469228055), ("absorption of article before time", -1.791759469228055), ("time-of-day (latent)", -1.3862943611198906), ("hour", -0.8754687373538999)], n = 4}, koData = ClassData{prior = -1.6094379124341003, unseen = -1.9459101490553135, likelihoods = HashMap.fromList [("time-of-day (latent)", -1.0986122886681098), ("hour", -1.0986122886681098)], n = 1}}), ("early morning", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("<ordinal> <cycle> of <time>", Classifier{okData = ClassData{prior = -0.2876820724517809, unseen = -3.4657359027997265, likelihoods = HashMap.fromList [("daymonth", -2.740840023925201), ("ordinals (1st..12th, 20th, 30th..90th)week (grain)intersect by 'of', 'from', 's", -2.740840023925201), ("ordinals (1st..12th, 20th, 30th..90th)day (grain)absorption of article before time", -2.740840023925201), ("ordinal (digits)quarter (grain)absorption of article before time", -2.3353749158170367), ("quarteryear", -2.0476928433652555), ("weekmonth", -1.6422277352570913), ("ordinal (digits)quarter (grain)year", -2.740840023925201), ("ordinals (1st..12th, 20th, 30th..90th)week (grain)intersect", -2.740840023925201), ("ordinals (1st..12th, 20th, 30th..90th)week (grain)absorption of article before time", -2.0476928433652555)], n = 9}, koData = ClassData{prior = -1.3862943611198906, unseen = -2.995732273553991, likelihoods = HashMap.fromList [("ordinal (digits)hour (grain)absorption of article before time", -2.2512917986064953), ("ordinal (digits)hour (grain)morning", -2.2512917986064953), ("ordinal (digits)hour (grain)in|during the <part-of-day>", -2.2512917986064953), ("hourhour", -1.55814461804655)], n = 3}}), ("year (grain)", Classifier{okData = ClassData{prior = 0.0, unseen = -2.5649493574615367, likelihoods = HashMap.fromList [("", 0.0)], n = 11}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("from <datetime> - <datetime> (interval)", Classifier{okData = ClassData{prior = 0.0, unseen = -2.5649493574615367, likelihoods = HashMap.fromList [("minuteminute", -1.0986122886681098), ("hh:mmhh:mm", -1.0986122886681098), ("hourhour", -1.791759469228055), ("<time-of-day> am|pm<time-of-day> am|pm", -1.791759469228055)], n = 4}, koData = ClassData{prior = -infinity, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [], n = 0}}), ("after tomorrow", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("next <cycle>", Classifier{okData = ClassData{prior = 0.0, unseen = -3.2188758248682006, likelihoods = HashMap.fromList [("week", -1.791759469228055), ("month (grain)", -2.0794415416798357), ("year (grain)", -2.0794415416798357), ("week (grain)", -1.791759469228055), ("quarter", -2.4849066497880004), ("year", -2.0794415416798357), ("month", -2.0794415416798357), ("quarter (grain)", -2.4849066497880004)], n = 8}, koData = ClassData{prior = -infinity, unseen = -2.1972245773362196, likelihoods = HashMap.fromList [], n = 0}}), ("the <cycle> of <time>", Classifier{okData = ClassData{prior = -0.587786664902119, unseen = -3.6375861597263857, likelihoods = HashMap.fromList [("dayday", -2.917770732084279), ("week (grain)intersect by 'of', 'from', 's", -2.917770732084279), ("week (grain)<day-of-month> (ordinal)", -2.512305623976115), ("weekmonth", -2.2246235515243336), ("week (grain)October", -2.917770732084279), ("day (grain)valentine's day", -2.917770732084279), ("weekday", -1.6650077635889111), ("week (grain)intersect", -2.917770732084279), ("week (grain)<day-of-month> (ordinal or number) <named-month>", -2.001480000210124)], n = 10}, koData = ClassData{prior = -0.8109302162163288, unseen = -3.5263605246161616, likelihoods = HashMap.fromList [("day (grain)October", -2.3978952727983707), ("daymonth", -1.8870696490323797), ("day (grain)intersect", -2.803360380906535), ("quarteryear", -2.3978952727983707), ("week (grain)time-of-day (latent)", -2.3978952727983707), ("weekhour", -2.3978952727983707), ("day (grain)intersect by 'of', 'from', 's", -2.803360380906535), ("quarter (grain)year", -2.3978952727983707)], n = 8}}), ("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}}), ("this <day-of-week>", Classifier{okData = ClassData{prior = 0.0, unseen = -2.0794415416798357, likelihoods = HashMap.fromList [("thursday", -1.252762968495368), ("monday", -1.252762968495368), ("day", -0.8472978603872037)], n = 2}, koData = ClassData{prior = -infinity, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [], n = 0}}), ("yyyy-mm-dd", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("year (latent)", Classifier{okData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}, koData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("integer (numeric)", 0.0)], n = 1}}), ("absorption of article before time", Classifier{okData = ClassData{prior = -0.23005964301258283, unseen = -6.54965074223381, likelihoods = HashMap.fromList [("midnight", -5.855071922202427), ("last <cycle> <time>'s'", -3.909161773147114), ("week", -3.657847344866208), ("Father's Day", -5.449606814094262), ("thursday", -5.449606814094262), ("fall", -5.449606814094262), ("<day-of-month> (ordinal or number) <named-month>", -4.468777561082536), ("<time> <part-of-day>", -4.2456340097683265), ("absorption of , after named day", -5.449606814094262), ("revolution day", -4.756459633534318), ("October", -4.150323829964002), ("wednesday", -5.855071922202427), ("July", -5.449606814094262), ("<ordinal> quarter", -5.855071922202427), ("saturday", -5.161924741642482), ("Last year", -5.161924741642482), ("intersect", -2.810549484479004), ("half after|past <integer> (hour-of-day)", -5.855071922202427), ("<ordinal> <cycle> of <time>", -5.855071922202427), ("next <cycle>", -4.468777561082536), ("the <cycle> of <time>", -4.602308953707059), ("<ordinal> quarter <year>", -5.855071922202427), ("second", -4.938781190328272), ("monday", -5.449606814094262), ("valentine's day", -5.449606814094262), ("<day-of-month> (ordinal or number) of <named-month>", -5.855071922202427), ("this|last|next <cycle>", -4.2456340097683265), ("Mother's Day", -5.449606814094262), ("friday", -5.449606814094262), ("<time-of-day> am|pm (verbose)", -5.161924741642482), ("<time> after next", -5.855071922202427), ("day", -1.8847800086503053), ("next <day-of-week>", -4.938781190328272), ("afternoon", -4.150323829964002), ("February", -4.938781190328272), ("quarter", -4.756459633534318), ("this <cycle>", -5.855071922202427), ("sunday", -5.855071922202427), ("time-of-day (latent)", -2.9647001643062625), ("year", -3.5524868292083815), ("<time-of-day> am|pm", -3.457176649404057), ("<duration> after <time>", -5.161924741642482), ("hh:mm", -4.756459633534318), ("intersect by ','", -5.161924741642482), ("intersect by 'of', 'from', 's", -3.909161773147114), ("last <time>", -4.468777561082536), ("EOM|End of month", -5.855071922202427), ("March", -4.602308953707059), ("<day-of-month> (ordinal)", -4.468777561082536), ("noon", -5.449606814094262), ("hour", -1.9430489167742813), ("evening", -4.468777561082536), ("month", -2.937301190118148), ("EOD|End of day", -5.855071922202427), ("next <time>", -4.756459633534318), ("christmas", -5.449606814094262), ("next n <cycle>", -4.602308953707059), ("tuesday", -5.161924741642482), ("halloween day", -5.855071922202427), ("winter", -5.855071922202427), ("last n <cycle>", -4.756459633534318), ("last <cycle> of <time>", -4.602308953707059), ("minute", -3.051711541295892), ("week-end", -5.449606814094262), ("summer", -5.855071922202427), ("August", -5.855071922202427)], n = 317}, koData = ClassData{prior = -1.5822421696256104, unseen = -5.480638923341991, likelihoods = HashMap.fromList [("week", -3.6847040827034556), ("<duration> hence|ago", -4.783316371371566), ("<named-month> <day-of-month> (ordinal or number)", -4.783316371371566), ("<day-of-month> (ordinal or number) <named-month>", -3.173878458937465), ("September", -4.783316371371566), ("October", -4.377851263263401), ("<ordinal> quarter", -4.783316371371566), ("intersect", -3.173878458937465), ("the <cycle> of <time>", -3.8670256394974105), ("April", -4.783316371371566), ("this|last|next <cycle>", -4.783316371371566), ("day", -2.2183670139100284), ("afternoon", -4.783316371371566), ("quarter", -4.09016919081162), ("time-of-day (latent)", -2.4319411142080876), ("hh:mm", -4.783316371371566), ("nograin", -3.2792389745952915), ("until <time>", -3.2792389745952915), ("intersect by 'of', 'from', 's", -4.783316371371566), ("March", -4.377851263263401), ("<day-of-month> (ordinal)", -2.99155690214351), ("hour", -2.385421098573195), ("month", -2.7038748296917294), ("last <cycle>", -4.09016919081162), ("<datetime> - <datetime> (interval)", -4.783316371371566), ("<time-of-day> - <time-of-day> (interval)", -4.377851263263401), ("minute", -3.6847040827034556), ("August", -4.377851263263401)], n = 82}}), ("dd/mm/yyyy", Classifier{okData = ClassData{prior = 0.0, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("", 0.0)], n = 3}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("yesterday", Classifier{okData = ClassData{prior = 0.0, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("", 0.0)], n = 3}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("<ordinal> quarter <year>", Classifier{okData = ClassData{prior = 0.0, unseen = -2.3025850929940455, likelihoods = HashMap.fromList [("ordinal (digits)quarter (grain)absorption of article before time", -1.0986122886681098), ("quarteryear", -0.8109302162163288), ("ordinal (digits)quarter (grain)year", -1.5040773967762742)], n = 3}, koData = ClassData{prior = -infinity, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [], n = 0}}), ("hh:mm:ss", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("monday", Classifier{okData = ClassData{prior = 0.0, unseen = -2.70805020110221, likelihoods = HashMap.fromList [("", 0.0)], n = 13}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("nth <time> of <time>", Classifier{okData = ClassData{prior = -0.4700036292457356, unseen = -2.9444389791664407, likelihoods = HashMap.fromList [("daymonth", -1.2809338454620642), ("ordinals (1st..12th, 20th, 30th..90th)tuesdayintersect", -2.1972245773362196), ("ordinals (1st..12th, 20th, 30th..90th)tuesdayOctober", -2.1972245773362196), ("ordinals (1st..12th, 20th, 30th..90th)wednesdayintersect", -1.791759469228055), ("ordinals (1st..12th, 20th, 30th..90th)the <cycle> of <time>year", -2.1972245773362196), ("weekyear", -2.1972245773362196)], n = 5}, koData = ClassData{prior = -0.9808292530117262, unseen = -2.70805020110221, likelihoods = HashMap.fromList [("daymonth", -1.252762968495368), ("ordinals (1st..12th, 20th, 30th..90th)wednesdayOctober", -1.540445040947149), ("ordinals (1st..12th, 20th, 30th..90th)tuesdaySeptember", -1.9459101490553135)], n = 3}}), ("the <day-of-month> (non ordinal)", Classifier{okData = ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055, likelihoods = HashMap.fromList [("integer (numeric)", 0.0)], n = 4}, koData = ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055, likelihoods = HashMap.fromList [("integer (numeric)", 0.0)], n = 4}}), ("April", 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}}), ("week (grain)", Classifier{okData = ClassData{prior = 0.0, unseen = -3.258096538021482, likelihoods = HashMap.fromList [("", 0.0)], n = 24}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("<part-of-day> of <time>", Classifier{okData = ClassData{prior = 0.0, unseen = -2.3025850929940455, likelihoods = HashMap.fromList [("hourday", -0.8109302162163288), ("morning<day-of-month> (ordinal or number) <named-month>", -1.0986122886681098), ("morning<day-of-month> (ordinal)", -1.5040773967762742)], n = 3}, koData = ClassData{prior = -infinity, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [], n = 0}}), ("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}}), ("now", 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}}), ("<day-of-month> (ordinal or number) of <named-month>", Classifier{okData = ClassData{prior = -1.0986122886681098, unseen = -2.1972245773362196, likelihoods = HashMap.fromList [("month", -0.9808292530117262), ("ordinals (1st..12th, 20th, 30th..90th)March", -0.9808292530117262)], n = 2}, koData = ClassData{prior = -0.40546510810816444, unseen = -2.5649493574615367, likelihoods = HashMap.fromList [("ordinals (1st..12th, 20th, 30th..90th)September", -1.791759469228055), ("month", -0.8754687373538999), ("ordinals (1st..12th, 20th, 30th..90th)October", -1.0986122886681098)], n = 4}}), ("in|during the <part-of-day>", Classifier{okData = ClassData{prior = -5.715841383994864e-2, unseen = -3.6375861597263857, likelihoods = HashMap.fromList [("afternoon", -1.213022639845854), ("hour", -0.7205461547480597), ("evening", -1.5314763709643884)], n = 17}, koData = ClassData{prior = -2.890371757896165, unseen = -1.791759469228055, likelihoods = HashMap.fromList [("afternoon", -0.916290731874155), ("hour", -0.916290731874155)], n = 1}}), ("new year's eve", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("tomorrow", Classifier{okData = ClassData{prior = 0.0, unseen = -2.70805020110221, likelihoods = HashMap.fromList [("", 0.0)], n = 13}, 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 = -2.5649493574615367, likelihoods = HashMap.fromList [("time-of-day (latent)", -0.6931471805599453), ("hour", -0.6931471805599453)], n = 5}, koData = ClassData{prior = -infinity, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [], n = 0}}), ("this|last|next <cycle>", Classifier{okData = ClassData{prior = -0.2076393647782445, unseen = -3.6109179126442243, likelihoods = HashMap.fromList [("week", -1.6376087894007967), ("month (grain)", -2.1972245773362196), ("year (grain)", -2.1972245773362196), ("week (grain)", -1.6376087894007967), ("quarter", -2.890371757896165), ("year", -2.1972245773362196), ("month", -2.1972245773362196), ("quarter (grain)", -2.890371757896165)], n = 13}, koData = ClassData{prior = -1.6739764335716716, unseen = -2.833213344056216, likelihoods = HashMap.fromList [("day", -1.3862943611198906), ("day (grain)", -1.3862943611198906)], n = 3}}), ("Mother's Day", Classifier{okData = ClassData{prior = 0.0, unseen = -1.791759469228055, likelihoods = HashMap.fromList [("", 0.0)], n = 4}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("annunciation day", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("this 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}}), ("friday", 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}}), ("<time-of-day> am|pm (verbose)", Classifier{okData = ClassData{prior = -0.1823215567939546, unseen = -3.6635616461296463, likelihoods = HashMap.fromList [("at <time-of-day>", -2.538973871058276), ("<time-of-day> o'clock", -2.538973871058276), ("absorption of article before time", -2.2512917986064953), ("time-of-day (latent)", -1.845826690498331), ("hh:mm", -2.538973871058276), ("until <time-of-day>", -2.9444389791664407), ("hour", -0.9985288301111273), ("minute", -2.538973871058276)], n = 15}, koData = ClassData{prior = -1.791759469228055, unseen = -2.70805020110221, likelihoods = HashMap.fromList [("time-of-day (latent)", -1.252762968495368), ("hour", -1.252762968495368)], n = 3}}), ("<time> after next", Classifier{okData = ClassData{prior = 0.0, unseen = -2.3978952727983707, likelihoods = HashMap.fromList [("friday", -1.2039728043259361), ("day", -1.2039728043259361), ("March", -1.6094379124341003), ("month", -1.6094379124341003)], n = 3}, koData = ClassData{prior = -infinity, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [], n = 0}}), ("relative integer (minutes) to|till|before|after <integer> (time-of-day)", Classifier{okData = ClassData{prior = 0.0, unseen = -2.3025850929940455, likelihoods = HashMap.fromList [("number (0..19, 20, 30..90)absorption of article before time", -1.0986122886681098), ("number (0..19, 20, 30..90)<time-of-day> am|pm", -1.5040773967762742), ("hour", -0.8109302162163288)], n = 3}, koData = ClassData{prior = -infinity, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [], n = 0}}), ("next <day-of-week>", Classifier{okData = ClassData{prior = 0.0, unseen = -3.0910424533583156, likelihoods = HashMap.fromList [("thursday", -1.6582280766035324), ("wednesday", -2.3513752571634776), ("monday", -2.3513752571634776), ("day", -0.8472978603872037), ("tuesday", -1.6582280766035324)], n = 8}, koData = ClassData{prior = -infinity, unseen = -1.791759469228055, likelihoods = HashMap.fromList [], n = 0}}), ("half an hour", 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}}), ("last weekend of <named-month>", Classifier{okData = ClassData{prior = 0.0, unseen = -2.1972245773362196, likelihoods = HashMap.fromList [("absorption of article before time", -0.6931471805599453), ("month", -0.6931471805599453)], n = 3}, koData = ClassData{prior = -infinity, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [], n = 0}}), ("fractional number", Classifier{okData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}, koData = ClassData{prior = 0.0, unseen = -2.639057329615259, likelihoods = HashMap.fromList [("", 0.0)], n = 12}}), ("June", 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}}), ("afternoon", Classifier{okData = ClassData{prior = -8.701137698962981e-2, unseen = -2.5649493574615367, likelihoods = HashMap.fromList [("", 0.0)], n = 11}, koData = ClassData{prior = -2.4849066497880004, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}}), ("<duration> from now", Classifier{okData = ClassData{prior = -0.6931471805599453, unseen = -2.1972245773362196, likelihoods = HashMap.fromList [("second", -1.3862943611198906), ("<integer> <unit-of-duration>", -0.9808292530117262), ("minute", -1.3862943611198906)], n = 2}, koData = ClassData{prior = -0.6931471805599453, unseen = -2.1972245773362196, likelihoods = HashMap.fromList [("day", -0.9808292530117262), ("<integer> <unit-of-duration>", -0.9808292530117262)], n = 2}}), ("February", Classifier{okData = ClassData{prior = 0.0, unseen = -3.0910424533583156, likelihoods = HashMap.fromList [("", 0.0)], n = 20}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("this <cycle>", Classifier{okData = ClassData{prior = -0.2006706954621511, unseen = -3.871201010907891, likelihoods = HashMap.fromList [("week", -2.2407096892759584), ("intersect", -3.1570004211501135), ("year (grain)", -2.751535313041949), ("absorption of article before time", -1.547562508716013), ("week (grain)", -2.2407096892759584), ("day", -1.7707060600302227), ("quarter", -3.1570004211501135), ("year", -2.751535313041949), ("hour", -2.2407096892759584), ("quarter (grain)", -3.1570004211501135), ("summer", -3.1570004211501135)], n = 18}, koData = ClassData{prior = -1.7047480922384253, unseen = -2.995732273553991, likelihoods = HashMap.fromList [("intersect", -1.845826690498331), ("absorption of article before time", -1.845826690498331), ("day", -1.55814461804655), ("hour", -2.2512917986064953)], n = 4}}), ("minute (grain)", Classifier{okData = ClassData{prior = 0.0, unseen = -2.890371757896165, likelihoods = HashMap.fromList [("", 0.0)], n = 16}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("sunday", 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}}), ("about <time-of-day>", Classifier{okData = ClassData{prior = -0.1823215567939546, unseen = -3.4339872044851463, likelihoods = HashMap.fromList [("week", -2.3025850929940455), ("absorption of article before time", -1.455287232606842), ("hh(:mm) - <time-of-day> am|pm", -2.70805020110221), ("day", -1.791759469228055), ("time-of-day (latent)", -2.70805020110221), ("<time-of-day> am|pm", -2.70805020110221), ("hour", -2.0149030205422647), ("hhmm (military)", -2.70805020110221), ("minute", -2.70805020110221)], n = 10}, koData = ClassData{prior = -1.791759469228055, unseen = -2.70805020110221, likelihoods = HashMap.fromList [("dd/mm", -1.9459101490553135), ("day", -1.9459101490553135), ("time-of-day (latent)", -1.9459101490553135), ("hour", -1.9459101490553135)], n = 2}}), ("time-of-day (latent)", Classifier{okData = ClassData{prior = -0.43286408229627876, unseen = -4.31748811353631, likelihoods = HashMap.fromList [("integer (numeric)", -6.995858860691034e-2), ("number (0..19, 20, 30..90)", -2.6946271807700692)], n = 72}, koData = ClassData{prior = -1.0459685551826876, unseen = -3.7376696182833684, likelihoods = HashMap.fromList [("integer (numeric)", -2.469261259037152e-2)], n = 39}}), ("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}}), ("year", Classifier{okData = ClassData{prior = -0.11506932978478723, unseen = -3.7612001156935624, likelihoods = HashMap.fromList [("integer (numeric)", 0.0)], n = 41}, koData = ClassData{prior = -2.2192034840549946, unseen = -1.9459101490553135, likelihoods = HashMap.fromList [("integer (numeric)", 0.0)], n = 5}}), ("last <day-of-week> of <time>", Classifier{okData = ClassData{prior = 0.0, unseen = -2.639057329615259, likelihoods = HashMap.fromList [("daymonth", -0.9555114450274363), ("sundayMarch", -1.8718021769015913), ("sundayintersect by 'of', 'from', 's", -1.8718021769015913), ("mondayMarch", -1.8718021769015913), ("sundayintersect", -1.8718021769015913)], n = 4}, koData = ClassData{prior = -infinity, unseen = -1.791759469228055, likelihoods = HashMap.fromList [], n = 0}}), ("<integer> <unit-of-duration>", Classifier{okData = ClassData{prior = -0.5108256237659907, unseen = -4.74493212836325, likelihoods = HashMap.fromList [("week", -2.538973871058276), ("number (0..19, 20, 30..90)day (grain)", -3.349904087274605), ("number (0..19, 20, 30..90)year (grain)", -3.349904087274605), ("integer (numeric)day (grain)", -2.538973871058276), ("number (0..19, 20, 30..90)month (grain)", -3.6375861597263857), ("second", -3.6375861597263857), ("number (0..19, 20, 30..90)hour (grain)", -3.349904087274605), ("number (0..19, 20, 30..90)minute (grain)", -3.6375861597263857), ("integer (numeric)year (grain)", -4.04305126783455), ("day", -2.2512917986064953), ("number (0..19, 20, 30..90)week (grain)", -2.9444389791664407), ("year", -3.126760535960395), ("integer (numeric)week (grain)", -3.349904087274605), ("hour", -2.790288299339182), ("fewminute (grain)", -4.04305126783455), ("month", -3.6375861597263857), ("integer (numeric)minute (grain)", -2.4336133554004498), ("number (0..19, 20, 30..90)second (grain) ", -3.6375861597263857), ("fewhour (grain)", -4.04305126783455), ("minute", -2.171249090932959), ("integer (numeric)hour (grain)", -3.6375861597263857)], n = 45}, koData = ClassData{prior = -0.916290731874155, unseen = -4.442651256490317, likelihoods = HashMap.fromList [("week", -3.332204510175204), ("number (0..19, 20, 30..90)day (grain)", -3.7376696182833684), ("integer (numeric)day (grain)", -3.332204510175204), ("fewday (grain)", -3.7376696182833684), ("second", -2.8213788864092133), ("number (0..19, 20, 30..90)hour (grain)", -3.7376696182833684), ("integer (numeric)second (grain) ", -3.044522437723423), ("number (0..19, 20, 30..90)minute (grain)", -3.332204510175204), ("integer (numeric)year (grain)", -3.332204510175204), ("day", -2.8213788864092133), ("year", -3.332204510175204), ("integer (numeric)week (grain)", -3.332204510175204), ("hour", -1.9459101490553135), ("month", -3.044522437723423), ("integer (numeric)minute (grain)", -3.332204510175204), ("number (0..19, 20, 30..90)second (grain) ", -3.7376696182833684), ("integer (numeric)month (grain)", -3.044522437723423), ("minute", -2.8213788864092133), ("integer (numeric)hour (grain)", -2.032921526044943)], n = 30}}), ("<time-of-day> am|pm", Classifier{okData = ClassData{prior = -0.1670540846631662, unseen = -5.365976015021851, likelihoods = HashMap.fromList [("<time-of-day> approximately", -4.66814498514948), ("at <time-of-day>", -2.528078821653209), ("<time-of-day> o'clock", -4.66814498514948), ("quarter to|past <integer> (hour-of-day)", -4.66814498514948), ("half after|past <integer> (hour-of-day)", -3.9749978045895347), ("absorption of article before time", -2.2702497123511094), ("about <time-of-day>", -4.66814498514948), ("time-of-day (latent)", -1.864784604242945), ("<time-of-day> am|pm", -4.66814498514948), ("hh:mm", -2.4168531865429848), ("hour", -1.156599546318459), ("<integer>-and-half (hour-of-day)", -4.2626798770413155), ("hhmm (military)", -4.66814498514948), ("minute", -1.8349316410932637), ("after <time-of-day>", -4.66814498514948)], n = 99}, koData = ClassData{prior = -1.8718021769015913, unseen = -3.951243718581427, likelihoods = HashMap.fromList [("time-of-day (latent)", -1.2237754316221157), ("hour", -0.9873866535578852), ("after <time-of-day>", -2.322387720290225)], n = 18}}), ("<duration> after <time>", Classifier{okData = ClassData{prior = -0.17185025692665928, unseen = -3.8501476017100584, likelihoods = HashMap.fromList [("<integer> <unit-of-duration>absorption of article before time", -1.8827312474337816), ("quarter of an hour<time-of-day> am|pm", -3.1354942159291497), ("<integer> <unit-of-duration>today", -3.1354942159291497), ("secondsecond", -3.1354942159291497), ("minutehour", -1.4307461236907244), ("daysecond", -2.7300291078209855), ("quarter of an hourabsorption of article before time", -2.7300291078209855), ("<integer> <unit-of-duration><time-of-day> am|pm", -2.7300291078209855), ("yearday", -2.7300291078209855), ("minutesecond", -3.1354942159291497), ("<integer> <unit-of-duration>now", -2.2192034840549946)], n = 16}, koData = ClassData{prior = -1.845826690498331, unseen = -3.044522437723423, likelihoods = HashMap.fromList [("dayhour", -1.8971199848858813), ("<integer> <unit-of-duration>absorption of article before time", -1.8971199848858813), ("<integer> <unit-of-duration>intersect", -2.3025850929940455), ("dayday", -2.3025850929940455)], n = 3}}), ("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}}), ("hh:mm", Classifier{okData = ClassData{prior = -6.317890162153156e-2, unseen = -3.871201010907891, likelihoods = HashMap.fromList [("", 0.0)], n = 46}, koData = ClassData{prior = -2.793208009442517, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("", 0.0)], n = 3}}), ("<duration> before <time>", Classifier{okData = ClassData{prior = 0.0, unseen = -2.0794415416798357, likelihoods = HashMap.fromList [("<integer> <unit-of-duration>absorption of article before time", -1.252762968495368), ("minutehour", -0.8472978603872037), ("quarter of an hourabsorption of article before time", -1.252762968495368)], n = 2}, koData = ClassData{prior = -infinity, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [], n = 0}}), ("quarter of an hour", 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}}), ("intersect by ','", Classifier{okData = ClassData{prior = -0.2876820724517809, unseen = -4.584967478670572, likelihoods = HashMap.fromList [("<day-of-month> (ordinal or number) <named-month>tuesday", -3.8815637979434374), ("monday<day-of-month> (ordinal or number) <named-month>", -3.4760986898352733), ("<day-of-month> (ordinal or number) <named-month>monday", -3.8815637979434374), ("absorption of article before time<day-of-month> (ordinal or number) <named-month>", -3.188416617383492), ("intersect<day-of-month> (ordinal or number) <named-month>", -2.62880082944807), ("saturday<day-of-month> (ordinal or number) <named-month>", -3.8815637979434374), ("intersect by ','year", -3.8815637979434374), ("wednesday<day-of-month> (ordinal or number) <named-month>", -3.8815637979434374), ("dayday", -1.684339220607218), ("dayyear", -2.9652730660692823), ("tuesday<day-of-month> (ordinal or number) <named-month>", -3.188416617383492), ("fridayintersect", -3.8815637979434374), ("intersect by ','intersect", -3.8815637979434374), ("dayminute", -2.782951509275328), ("<day-of-month> (ordinal or number) <named-month>intersect", -3.8815637979434374), ("intersectyear", -3.8815637979434374), ("minuteday", -2.495269436823547), ("<day-of-month> (ordinal or number) <named-month>year", -3.4760986898352733), ("intersectintersect", -3.8815637979434374), ("fridayintersect by ','", -3.4760986898352733), ("sunday<day-of-month> (ordinal or number) <named-month>", -3.8815637979434374), ("<named-month> <day-of-month> (ordinal or number)friday", -3.8815637979434374), ("friday<day-of-month> (ordinal or number) <named-month>", -3.188416617383492)], n = 33}, koData = ClassData{prior = -1.3862943611198906, unseen = -3.9889840465642745, likelihoods = HashMap.fromList [("monthday", -2.871679624884012), ("Februarytuesday", -3.2771447329921766), ("monthyear", -2.871679624884012), ("Julyintersect", -2.871679624884012), ("monthminute", -2.871679624884012), ("Aprilyear", -3.2771447329921766), ("Februarymonday", -3.2771447329921766), ("fridayintersect", -3.2771447329921766), ("intersect by ','intersect", -3.2771447329921766), ("dayminute", -2.178532444324067), ("<day-of-month> (ordinal or number) <named-month>intersect", -3.2771447329921766), ("Julyyear", -3.2771447329921766), ("intersectintersect", -3.2771447329921766), ("fridayintersect by ','", -3.2771447329921766)], n = 11}}), ("second (grain) ", 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}}), ("until <time>", Classifier{okData = ClassData{prior = -1.540445040947149, unseen = -3.1780538303479458, likelihoods = HashMap.fromList [("absorption of article before time", -1.3437347467010947), ("day", -2.4423470353692043), ("<time-of-day> am|pm", -2.4423470353692043), ("hour", -2.4423470353692043), ("month", -2.4423470353692043), ("minute", -1.749199854809259)], n = 6}, koData = ClassData{prior = -0.2411620568168881, unseen = -4.02535169073515, likelihoods = HashMap.fromList [("intersect", -2.3978952727983707), ("absorption of article before time", -1.927891643552635), ("the <day-of-month> (non ordinal)", -3.3141860046725258), ("<time-of-day> am|pm (verbose)", -3.3141860046725258), ("day", -1.927891643552635), ("time-of-day (latent)", -2.2155737160044158), ("<time-of-day> am|pm", -2.908720896564361), ("hh:mm", -2.908720896564361), ("hour", -1.3682758556172123), ("minute", -2.908720896564361)], n = 22}}), ("before <duration>", Classifier{okData = ClassData{prior = 0.0, unseen = -3.5263605246161616, likelihoods = HashMap.fromList [("week", -1.550597412411167), ("day", -1.8870696490323797), ("year", -2.3978952727983707), ("<integer> <unit-of-duration>", -0.7884573603642702), ("month", -2.3978952727983707)], n = 14}, koData = ClassData{prior = -infinity, unseen = -1.791759469228055, likelihoods = HashMap.fromList [], n = 0}}), ("intersect by 'of', 'from', 's", Classifier{okData = ClassData{prior = -0.4321333551903257, unseen = -4.74493212836325, likelihoods = HashMap.fromList [("halloween dayyear", -4.04305126783455), ("daymonth", -3.126760535960395), ("monthyear", -2.538973871058276), ("wednesdaynext <cycle>", -4.04305126783455), ("christmasyear", -4.04305126783455), ("wednesdayintersect", -4.04305126783455), ("Marchyear", -4.04305126783455), ("absorption of article before timeLast year", -3.6375861597263857), ("last <day-of-week> of <time>year", -4.04305126783455), ("wednesdayOctober", -4.04305126783455), ("dayyear", -1.7404661748405046), ("wednesdaythis|last|next <cycle>", -4.04305126783455), ("Mother's Dayyear", -4.04305126783455), ("tuesdayOctober", -4.04305126783455), ("absorption of article before timeyear", -2.2512917986064953), ("revolution dayLast year", -3.6375861597263857), ("the <cycle> of <time>year", -4.04305126783455), ("<ordinal> <cycle> of <time>year", -4.04305126783455), ("absorption of article before timeMarch", -4.04305126783455), ("Octoberyear", -3.349904087274605), ("Septemberyear", -4.04305126783455), ("dayweek", -3.6375861597263857), ("last <cycle> <time>'s'year", -3.349904087274605), ("weekyear", -3.126760535960395), ("last <cycle> of <time>year", -3.6375861597263857)], n = 37}, koData = ClassData{prior = -1.0473189942805592, unseen = -4.394449154672439, likelihoods = HashMap.fromList [("tuesdaySeptember", -3.6888794541139363), ("week-endJuly", -3.6888794541139363), ("week-endOctober", -3.283414346005772), ("daymonth", -1.984131361875511), ("monthyear", -3.6888794541139363), ("wednesdayintersect", -3.6888794541139363), ("intersect by 'of', 'from', 'syear", -3.6888794541139363), ("hourmonth", -2.772588722239781), ("wednesdayOctober", -3.6888794541139363), ("week-endintersect", -3.6888794541139363), ("dayyear", -2.5902671654458267), ("sundayMarch", -3.6888794541139363), ("sundayintersect by 'of', 'from', 's", -3.6888794541139363), ("absorption of article before timeyear", -3.6888794541139363), ("the <cycle> of <time>year", -3.6888794541139363), ("intersectyear", -3.283414346005772), ("intersectSeptember", -3.6888794541139363), ("mondayMarch", -3.6888794541139363), ("intersectintersect", -3.6888794541139363), ("tuesdayintersect", -3.6888794541139363), ("sundayintersect", -3.6888794541139363), ("after <time-of-day>year", -3.6888794541139363)], n = 20}}), ("last <time>", Classifier{okData = ClassData{prior = -0.3746934494414107, unseen = -3.4965075614664802, likelihoods = HashMap.fromList [("Father's Day", -2.772588722239781), ("thursday", -2.772588722239781), ("revolution day", -2.772588722239781), ("Mother's Day", -2.772588722239781), ("day", -1.3862943611198906), ("sunday", -2.367123614131617), ("hour", -1.8562979903656263), ("tuesday", -2.772588722239781), ("week-end", -1.8562979903656263)], n = 11}, koData = ClassData{prior = -1.1631508098056809, unseen = -3.044522437723423, likelihoods = HashMap.fromList [("monday", -2.3025850929940455), ("day", -1.8971199848858813), ("sunday", -2.3025850929940455), ("hour", -1.6094379124341003), ("week-end", -1.6094379124341003)], n = 5}}), ("EOM|End of month", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("March", Classifier{okData = ClassData{prior = 0.0, unseen = -3.4011973816621555, likelihoods = HashMap.fromList [("", 0.0)], n = 28}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("<day-of-month> (ordinal)", Classifier{okData = ClassData{prior = -0.587786664902119, unseen = -2.5649493574615367, likelihoods = HashMap.fromList [("ordinals (1st..12th, 20th, 30th..90th)", -1.3862943611198906), ("ordinal (digits)", -0.2876820724517809)], n = 10}, koData = ClassData{prior = -0.8109302162163288, unseen = -2.3978952727983707, likelihoods = HashMap.fromList [("ordinals (1st..12th, 20th, 30th..90th)", -0.2231435513142097), ("ordinal (digits)", -1.6094379124341003)], n = 8}}), ("noon", 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}}), ("until <time-of-day>", Classifier{okData = ClassData{prior = -0.3364722366212129, unseen = -2.70805020110221, likelihoods = HashMap.fromList [("<time> <part-of-day>", -1.9459101490553135), ("absorption of article before time", -1.252762968495368), ("<time-of-day> am|pm (verbose)", -1.9459101490553135), ("hour", -0.8472978603872037)], n = 5}, koData = ClassData{prior = -1.252762968495368, unseen = -2.1972245773362196, likelihoods = HashMap.fromList [("absorption of article before time", -0.9808292530117262), ("hour", -0.9808292530117262)], n = 2}}), ("evening", 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}}), ("decimal number", Classifier{okData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}, koData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}}), ("EOD|End of day", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("next <time>", Classifier{okData = ClassData{prior = 0.0, unseen = -3.367295829986474, likelihoods = HashMap.fromList [("thursday", -1.9459101490553135), ("wednesday", -2.639057329615259), ("monday", -2.639057329615259), ("day", -1.0296194171811581), ("March", -2.639057329615259), ("month", -2.639057329615259), ("tuesday", -1.9459101490553135), ("halloween day", -2.639057329615259)], n = 10}, koData = ClassData{prior = -infinity, unseen = -2.1972245773362196, likelihoods = HashMap.fromList [], n = 0}}), ("last <cycle>", Classifier{okData = ClassData{prior = -infinity, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [], n = 0}, koData = ClassData{prior = 0.0, unseen = -2.3978952727983707, likelihoods = HashMap.fromList [("week", -1.6094379124341003), ("week (grain)", -1.6094379124341003), ("day", -1.2039728043259361), ("day (grain)", -1.2039728043259361)], n = 3}}), ("<integer>-and-half (hour-of-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}}), ("christmas", 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}}), ("new year's day", Classifier{okData = ClassData{prior = -1.0986122886681098, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -0.40546510810816444, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}}), ("next n <cycle>", Classifier{okData = ClassData{prior = 0.0, unseen = -3.713572066704308, likelihoods = HashMap.fromList [("week", -2.995732273553991), ("number (0..19, 20, 30..90)day (grain)", -2.995732273553991), ("fewday (grain)", -2.995732273553991), ("second", -2.5902671654458267), ("number (0..19, 20, 30..90)hour (grain)", -2.995732273553991), ("integer (numeric)second (grain) ", -2.995732273553991), ("number (0..19, 20, 30..90)minute (grain)", -2.995732273553991), ("integer (numeric)year (grain)", -2.995732273553991), ("day", -2.5902671654458267), ("year", -2.995732273553991), ("integer (numeric)week (grain)", -2.995732273553991), ("hour", -2.5902671654458267), ("month", -2.995732273553991), ("integer (numeric)minute (grain)", -2.995732273553991), ("number (0..19, 20, 30..90)second (grain) ", -2.995732273553991), ("integer (numeric)month (grain)", -2.995732273553991), ("minute", -2.5902671654458267), ("integer (numeric)hour (grain)", -2.995732273553991)], n = 11}, koData = ClassData{prior = -infinity, unseen = -2.9444389791664407, likelihoods = HashMap.fromList [], n = 0}}), ("tuesday", Classifier{okData = ClassData{prior = -0.5306282510621704, unseen = -3.0910424533583156, likelihoods = HashMap.fromList [("", 0.0)], n = 20}, koData = ClassData{prior = -0.8873031950009028, unseen = -2.772588722239781, likelihoods = HashMap.fromList [("", 0.0)], n = 14}}), ("negative numbers", Classifier{okData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}, koData = ClassData{prior = 0.0, unseen = -3.1780538303479458, likelihoods = HashMap.fromList [("integer (numeric)", 0.0)], n = 22}}), ("about|exactly <duration>", Classifier{okData = ClassData{prior = 0.0, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("half a <grain>", -0.6931471805599453), ("minute", -0.6931471805599453)], n = 1}, koData = ClassData{prior = -infinity, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [], n = 0}}), ("half a <grain>", Classifier{okData = ClassData{prior = -0.40546510810816444, unseen = -1.9459101490553135, likelihoods = HashMap.fromList [("hour (grain)", -0.6931471805599453), ("hour", -0.6931471805599453)], n = 2}, koData = ClassData{prior = -1.0986122886681098, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("hour (grain)", -0.6931471805599453), ("hour", -0.6931471805599453)], n = 1}}), ("halloween 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}}), ("by the end of <time>", Classifier{okData = ClassData{prior = 0.0, unseen = -1.9459101490553135, likelihoods = HashMap.fromList [("absorption of article before time", -0.6931471805599453), ("month", -0.6931471805599453)], n = 2}, koData = ClassData{prior = -infinity, unseen = -1.0986122886681098, 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}}), ("in <duration>", Classifier{okData = ClassData{prior = -7.598590697792199e-2, unseen = -4.5217885770490405, likelihoods = HashMap.fromList [("week", -3.817712325956905), ("<integer> and a half <grain>", -3.817712325956905), ("<integer> more <unit-of-duration>", -3.817712325956905), ("<integer> + '\"", -3.1245651453969594), ("number.number hours", -3.817712325956905), ("second", -3.1245651453969594), ("day", -3.1245651453969594), ("half an hour", -3.1245651453969594), ("three quarters of an hour", -2.9014215940827497), ("<integer> <unit-of-duration>", -1.5151272329628591), ("quarter of an hour", -2.9014215940827497), ("hour", -2.5649493574615367), ("about|exactly <duration>", -3.817712325956905), ("half a <grain>", -3.817712325956905), ("minute", -1.252762968495368)], n = 38}, koData = ClassData{prior = -2.6149597780361984, unseen = -3.0910424533583156, likelihoods = HashMap.fromList [("week", -2.3513752571634776), ("day", -1.9459101490553135), ("<integer> <unit-of-duration>", -1.6582280766035324)], n = 3}}), ("<datetime> - <datetime> (interval)", Classifier{okData = ClassData{prior = -1.067840630001356, unseen = -3.8066624897703196, likelihoods = HashMap.fromList [("intersecthh:mm", -3.0910424533583156), ("minuteminute", -1.9924301646902063), ("absorption of article before timeabsorption of article before time", -3.0910424533583156), ("hh:mmhh:mm", -2.174751721484161), ("dayday", -2.174751721484161), ("hourhour", -2.6855773452501515), ("<day-of-month> (ordinal or number) <named-month><day-of-month> (ordinal or number) <named-month>", -2.6855773452501515), ("absorption of article before timethe <day-of-month> (non ordinal)", -3.0910424533583156), ("<time-of-day> am|pm<time-of-day> am|pm", -2.6855773452501515)], n = 11}, koData = ClassData{prior = -0.42121346507630353, unseen = -4.174387269895637, likelihoods = HashMap.fromList [("hourday", -3.0602707946915624), ("dayhour", -3.0602707946915624), ("monthday", -3.0602707946915624), ("absorption of article before time<day-of-month> (ordinal or number) <named-month>", -3.0602707946915624), ("<time-of-day> am|pmintersect", -3.4657359027997265), ("July<day-of-month> (ordinal or number) <named-month>", -3.4657359027997265), ("hh:mm<time-of-day> am|pm", -3.0602707946915624), ("absorption of article before timeintersect", -2.772588722239781), ("minuteminute", -2.2129729343043585), ("absorption of article before timeabsorption of article before time", -2.772588722239781), ("hh:mmhh:mm", -2.772588722239781), ("dayday", -2.5494451709255714), ("hourhour", -2.772588722239781), ("August<day-of-month> (ordinal or number) <named-month>", -3.4657359027997265), ("minutehour", -3.0602707946915624), ("hh:mmintersect", -3.0602707946915624), ("absorption of article before timehh:mm", -3.4657359027997265), ("about <time-of-day><time-of-day> am|pm", -3.4657359027997265), ("<time-of-day> am|pm<time-of-day> am|pm", -3.4657359027997265)], n = 21}}), ("on the day of <day>", Classifier{okData = ClassData{prior = 0.0, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("day", -0.6931471805599453), ("new year's day", -0.6931471805599453)], n = 1}, koData = ClassData{prior = -infinity, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [], n = 0}}), ("<time-of-day> - <time-of-day> (interval)", Classifier{okData = ClassData{prior = -1.0360919316867756, unseen = -3.6109179126442243, likelihoods = HashMap.fromList [("<time-of-day> am|pmabsorption of article before time", -2.890371757896165), ("hh:mmtime-of-day (latent)", -2.1972245773362196), ("minuteminute", -1.9740810260220096), ("hh:mmhh:mm", -1.9740810260220096), ("<time-of-day> am|pmtime-of-day (latent)", -2.890371757896165), ("hourhour", -1.9740810260220096), ("minutehour", -2.1972245773362196), ("<time-of-day> am|pm<time-of-day> am|pm", -2.4849066497880004)], n = 11}, koData = ClassData{prior = -0.4382549309311553, unseen = -4.007333185232471, likelihoods = HashMap.fromList [("hh:mmtime-of-day (latent)", -2.043073897508961), ("hh:mm<time-of-day> am|pm", -2.890371757896165), ("minuteminute", -2.379546134130174), ("absorption of article before timeabsorption of article before time", -3.295836866004329), ("hh:mmhh:mm", -2.6026896854443837), ("<time-of-day> am|pmtime-of-day (latent)", -2.890371757896165), ("hourhour", -1.9095425048844386), ("about <time-of-day>time-of-day (latent)", -3.295836866004329), ("minutehour", -1.6863989535702288), ("absorption of article before timetime-of-day (latent)", -2.890371757896165), ("absorption of article before timehh:mm", -3.295836866004329), ("about <time-of-day><time-of-day> am|pm", -3.295836866004329), ("<time-of-day> am|pm<time-of-day> am|pm", -3.295836866004329)], n = 20}}), ("<number><grain> (one word)", Classifier{okData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}, koData = ClassData{prior = 0.0, unseen = -2.3025850929940455, likelihoods = HashMap.fromList [("", 0.0)], n = 8}}), ("winter", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("last n <cycle>", Classifier{okData = ClassData{prior = 0.0, unseen = -3.6375861597263857, likelihoods = HashMap.fromList [("week", -2.917770732084279), ("integer (numeric)day (grain)", -2.512305623976115), ("second", -2.512305623976115), ("integer (numeric)second (grain) ", -2.512305623976115), ("number (0..19, 20, 30..90)minute (grain)", -2.917770732084279), ("integer (numeric)year (grain)", -2.917770732084279), ("day", -2.512305623976115), ("year", -2.917770732084279), ("integer (numeric)week (grain)", -2.917770732084279), ("hour", -2.917770732084279), ("month", -2.512305623976115), ("integer (numeric)minute (grain)", -2.917770732084279), ("integer (numeric)month (grain)", -2.512305623976115), ("minute", -2.512305623976115), ("integer (numeric)hour (grain)", -2.917770732084279)], n = 11}, koData = ClassData{prior = -infinity, unseen = -2.772588722239781, likelihoods = HashMap.fromList [], n = 0}}), ("nth <time> after <time>", Classifier{okData = ClassData{prior = -0.2231435513142097, unseen = -2.5649493574615367, likelihoods = HashMap.fromList [("ordinals (1st..12th, 20th, 30th..90th)thursdayintersect", -1.791759469228055), ("dayday", -0.8754687373538999), ("ordinals (1st..12th, 20th, 30th..90th)thursdayabsorption of article before time", -1.3862943611198906), ("ordinals (1st..12th, 20th, 30th..90th)thursdayintersect by 'of', 'from', 's", -1.791759469228055)], n = 4}, koData = ClassData{prior = -1.6094379124341003, unseen = -1.9459101490553135, likelihoods = HashMap.fromList [("dayday", -1.0986122886681098), ("ordinals (1st..12th, 20th, 30th..90th)thursdayabsorption of article before time", -1.0986122886681098)], n = 1}}), ("hhmm (military)", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("ordinal (digits)", Classifier{okData = ClassData{prior = -0.42488319396526597, unseen = -2.9444389791664407, likelihoods = HashMap.fromList [("", 0.0)], n = 17}, koData = ClassData{prior = -1.0608719606852628, unseen = -2.3978952727983707, likelihoods = HashMap.fromList [("", 0.0)], n = 9}}), ("quarter (grain)", Classifier{okData = ClassData{prior = 0.0, unseen = -2.3025850929940455, likelihoods = HashMap.fromList [("", 0.0)], n = 8}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("last <cycle> of <time>", Classifier{okData = ClassData{prior = 0.0, unseen = -2.833213344056216, likelihoods = HashMap.fromList [("day (grain)October", -1.6739764335716716), ("daymonth", -0.8266785731844679), ("day (grain)intersect", -1.6739764335716716), ("day (grain)intersect by 'of', 'from', 's", -1.6739764335716716)], n = 6}, koData = ClassData{prior = -infinity, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [], n = 0}}), ("<day-of-month> ( ordinal) <named-month> year", Classifier{okData = ClassData{prior = -0.2411620568168881, unseen = -3.4011973816621555, likelihoods = HashMap.fromList [("ordinals (1st..12th, 20th, 30th..90th)September", -1.9810014688665833), ("ordinals (1st..12th, 20th, 30th..90th)April", -2.268683541318364), ("ordinal (digits)April", -2.6741486494265287), ("month", -0.8823891801984737), ("ordinal (digits)March", -2.268683541318364), ("ordinals (1st..12th, 20th, 30th..90th)March", -1.9810014688665833)], n = 11}, koData = ClassData{prior = -1.540445040947149, unseen = -2.639057329615259, likelihoods = HashMap.fromList [("ordinals (1st..12th, 20th, 30th..90th)absorption of article before time", -1.1786549963416462), ("month", -1.1786549963416462)], n = 3}}), ("morning", Classifier{okData = ClassData{prior = -0.15415067982725836, unseen = -2.0794415416798357, likelihoods = HashMap.fromList [("", 0.0)], n = 6}, koData = ClassData{prior = -1.9459101490553135, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}}), ("week-end", Classifier{okData = ClassData{prior = -0.40546510810816444, unseen = -2.0794415416798357, likelihoods = HashMap.fromList [("", 0.0)], n = 6}, koData = ClassData{prior = -1.0986122886681098, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("", 0.0)], n = 3}}), ("lastnight", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("after <time-of-day>", Classifier{okData = ClassData{prior = -2.120263536200091, unseen = -2.5649493574615367, likelihoods = HashMap.fromList [("absorption of article before time", -1.3862943611198906), ("<time-of-day> am|pm", -1.791759469228055), ("hour", -1.0986122886681098)], n = 3}, koData = ClassData{prior = -0.12783337150988489, unseen = -3.9318256327243257, likelihoods = HashMap.fromList [("intersect", -2.8134107167600364), ("absorption of article before time", -1.1394342831883648), ("day", -1.8325814637483102), ("<time-of-day> am|pm", -2.3025850929940455), ("intersect by 'of', 'from', 's", -3.2188758248682006), ("hour", -1.1394342831883648)], n = 22}}), ("day (grain)", Classifier{okData = ClassData{prior = -0.1466034741918754, unseen = -3.044522437723423, likelihoods = HashMap.fromList [("", 0.0)], n = 19}, koData = ClassData{prior = -1.9924301646902063, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("", 0.0)], n = 3}}), ("for <duration> from <time>", Classifier{okData = ClassData{prior = -1.0986122886681098, unseen = -1.9459101490553135, likelihoods = HashMap.fromList [("<integer> <unit-of-duration>absorption of article before time", -1.0986122886681098), ("dayday", -1.0986122886681098)], n = 1}, koData = ClassData{prior = -0.40546510810816444, unseen = -2.1972245773362196, likelihoods = HashMap.fromList [("dayhour", -0.9808292530117262), ("<integer> <unit-of-duration>absorption of article before time", -1.3862943611198906), ("<integer> <unit-of-duration>intersect", -1.3862943611198906)], n = 2}}), ("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}}), ("<hour-of-day> <integer> (as relative minutes)", Classifier{okData = ClassData{prior = 0.0, unseen = -2.639057329615259, likelihoods = HashMap.fromList [("absorption of article before timeinteger (numeric)", -1.8718021769015913), ("absorption of article before timenumber (0..19, 20, 30..90)", -1.8718021769015913), ("at <time-of-day>number (0..19, 20, 30..90)", -1.8718021769015913), ("hour", -0.9555114450274363), ("at <time-of-day>integer (numeric)", -1.8718021769015913)], n = 4}, koData = ClassData{prior = -infinity, unseen = -1.791759469228055, likelihoods = HashMap.fromList [], n = 0}}), ("dd-dd <month> (interval)", Classifier{okData = ClassData{prior = 0.0, unseen = -3.258096538021482, likelihoods = HashMap.fromList [("September", -2.120263536200091), ("October", -2.5257286443082556), ("July", -1.4271163556401458), ("month", -0.8209805520698302), ("August", -2.120263536200091)], n = 10}, koData = ClassData{prior = -infinity, unseen = -1.791759469228055, likelihoods = HashMap.fromList [], n = 0}}), ("within <duration>", Classifier{okData = ClassData{prior = 0.0, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("week", -0.6931471805599453), ("<integer> <unit-of-duration>", -0.6931471805599453)], n = 1}, koData = ClassData{prior = -infinity, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [], n = 0}}), ("before yesterday", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("August", Classifier{okData = ClassData{prior = 0.0, unseen = -2.3978952727983707, likelihoods = HashMap.fromList [("", 0.0)], n = 9}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}})]