duckling/Duckling/Ranking/Classifiers/EN.hs

-- Copyright (c) 2016-present, Facebook, Inc.
-- All rights reserved.
--
-- This source code is licensed under the BSD-style license found in the
-- LICENSE file in the root directory of this source tree. An additional grant
-- of patent rights can be found in the PATENTS file in the same directory.

-----------------------------------------------------------------
-- Auto-generated by regenClassifiers
--
-- DO NOT EDIT UNLESS YOU ARE SURE THAT YOU KNOW WHAT YOU ARE DOING
--  @generated
-----------------------------------------------------------------
{-# LANGUAGE OverloadedStrings #-}
module Duckling.Ranking.Classifiers.EN (classifiers) where
import Prelude
import Duckling.Ranking.Types
import qualified Data.HashMap.Strict as HashMap
import Data.String

classifiers :: Classifiers
classifiers
  = HashMap.fromList
      [("<integer> to|till|before <hour-of-day>",
        Classifier{okData =
                     ClassData{prior = -1.791759469228055, unseen = -1.791759469228055,
                               likelihoods =
                                 HashMap.fromList
                                   [("integer (numeric)noon|midnight|EOD|end of day",
                                     -0.916290731874155),
                                    ("hour", -0.916290731874155)],
                               n = 1},
                   koData =
                     ClassData{prior = -0.1823215567939546, unseen = -2.639057329615259,
                               likelihoods =
                                 HashMap.fromList
                                   [("hour", -0.7731898882334817),
                                    ("integer (numeric)time-of-day (latent)", -0.7731898882334817)],
                               n = 5}}),
       ("<time> timezone",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -2.4849066497880004,
                               likelihoods =
                                 HashMap.fromList
                                   [("at <time-of-day>", -1.7047480922384253),
                                    ("<time-of-day> am|pm", -1.7047480922384253),
                                    ("hh:mm", -1.7047480922384253), ("hour", -1.2992829841302609),
                                    ("minute", -1.7047480922384253)],
                               n = 3},
                   koData =
                     ClassData{prior = -infinity, unseen = -1.791759469228055,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("Thursday",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -2.995732273553991,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 18},
                   koData =
                     ClassData{prior = -infinity, unseen = -0.6931471805599453,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("integer (numeric)",
        Classifier{okData =
                     ClassData{prior = -0.8291589382428, unseen = -5.030437921392435,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 151},
                   koData =
                     ClassData{prior = -0.5734392164939774,
                               unseen = -5.2832037287379885,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 195}}),
       ("<duration> hence|ago",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -3.784189633918261,
                               likelihoods =
                                 HashMap.fromList
                                   [("week", -1.563975538357343), ("day", -1.8152899666382492),
                                    ("year", -2.662587827025453),
                                    ("<integer> <unit-of-duration>", -1.0531499145913523),
                                    ("a <unit-of-duration>", -2.662587827025453),
                                    ("month", -2.662587827025453),
                                    ("fortnight", -2.662587827025453)],
                               n = 18},
                   koData =
                     ClassData{prior = -infinity, unseen = -2.0794415416798357,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("noon|midnight|EOD|end of day",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -1.9459101490553135,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 5},
                   koData =
                     ClassData{prior = -infinity, unseen = -0.6931471805599453,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("quarter to|till|before <hour-of-day>",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -1.6094379124341003,
                               likelihoods =
                                 HashMap.fromList
                                   [("noon|midnight|EOD|end of day", -0.6931471805599453),
                                    ("hour", -0.6931471805599453)],
                               n = 1},
                   koData =
                     ClassData{prior = -infinity, unseen = -1.0986122886681098,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("Father's Day",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -1.6094379124341003,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 3},
                   koData =
                     ClassData{prior = -infinity, unseen = -0.6931471805599453,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("<cycle> after|before <time>",
        Classifier{okData =
                     ClassData{prior = -0.8109302162163288, unseen = -2.833213344056216,
                               likelihoods =
                                 HashMap.fromList
                                   [("day (grain)tomorrow", -1.6739764335716716),
                                    ("dayday", -1.1631508098056809),
                                    ("day (grain)yesterday", -1.6739764335716716)],
                               n = 4},
                   koData =
                     ClassData{prior = -0.587786664902119, unseen = -2.9444389791664407,
                               likelihoods =
                                 HashMap.fromList
                                   [("dayhour", -1.2809338454620642),
                                    ("year (grain)Christmas", -2.1972245773362196),
                                    ("day (grain)intersect", -1.791759469228055),
                                    ("day (grain)intersect2", -1.791759469228055),
                                    ("yearday", -2.1972245773362196)],
                               n = 5}}),
       ("Martin Luther King's Day",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -2.1972245773362196,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 7},
                   koData =
                     ClassData{prior = -infinity, unseen = -0.6931471805599453,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("integer (20..90)",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -1.0986122886681098,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 1},
                   koData =
                     ClassData{prior = -infinity, unseen = -0.6931471805599453,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("integer after|past <hour-of-day>",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -2.3025850929940455,
                               likelihoods =
                                 HashMap.fromList
                                   [("hour", -0.8109302162163288),
                                    ("integer (numeric)time-of-day (latent)", -1.0986122886681098),
                                    ("integer (20..90)time-of-day (latent)", -1.5040773967762742)],
                               n = 3},
                   koData =
                     ClassData{prior = -infinity, unseen = -1.3862943611198906,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("intersect2",
        Classifier{okData =
                     ClassData{prior = -0.47457431954056717,
                               unseen = -6.236369590203704,
                               likelihoods =
                                 HashMap.fromList
                                   [("<datetime> - <datetime> (interval)on <date>",
                                     -4.624972813284271),
                                    ("<time-of-day> - <time-of-day> (interval)on <date>",
                                     -4.624972813284271),
                                    ("hourday", -3.836515452920001),
                                    ("dayhour", -3.2386784521643803),
                                    ("daymonth", -5.541263545158426),
                                    ("monthday", -5.135798437050262),
                                    ("monthyear", -3.9318256327243257),
                                    ("Tuesdaythe <day-of-month> (ordinal)", -5.541263545158426),
                                    ("Christmasyear", -5.541263545158426),
                                    ("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
                                     -5.541263545158426),
                                    ("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
                                     -4.848116364598481),
                                    ("<time-of-day> am|pmintersect", -4.288500576663058),
                                    ("intersect by \",\", \"of\", \"from\", \"'s\"year",
                                     -5.541263545158426),
                                    ("Marchyear", -5.541263545158426),
                                    ("<named-month>|<named-day> <day-of-month> (ordinal)year",
                                     -5.135798437050262),
                                    ("intersect<time-of-day> am|pm", -5.541263545158426),
                                    ("Thursdayhh(:mm) - <time-of-day> am|pm", -5.541263545158426),
                                    ("monthhour", -4.848116364598481),
                                    ("last <day-of-week> of <time>year", -5.541263545158426),
                                    ("intersect2<time-of-day> am|pm", -5.541263545158426),
                                    ("todayat <time-of-day>", -5.541263545158426),
                                    ("Thursday<time> timezone", -5.135798437050262),
                                    ("at <time-of-day>intersect2", -5.135798437050262),
                                    ("this <time>hh(:mm) - <time-of-day> am|pm",
                                     -5.541263545158426),
                                    ("dayday", -3.5263605246161616),
                                    ("Thanksgiving Dayyear", -5.135798437050262),
                                    ("<time> <part-of-day>at <time-of-day>", -5.541263545158426),
                                    ("Tuesdayin <named-month>", -5.541263545158426),
                                    ("mm/ddat <time-of-day>", -5.541263545158426),
                                    ("tonightat <time-of-day>", -5.541263545158426),
                                    ("<time-of-day> am|pmabsorption of , after named day",
                                     -4.848116364598481),
                                    ("today<time-of-day> am|pm", -5.541263545158426),
                                    ("Februarythe <day-of-month> (ordinal)", -5.135798437050262),
                                    ("at <time-of-day><time> <part-of-day>", -5.541263545158426),
                                    ("mm/dd<time-of-day> am|pm", -5.541263545158426),
                                    ("hourhour", -4.288500576663058),
                                    ("<time-of-day> am|pmon <date>", -3.3440389678222067),
                                    ("absorption of , after named dayintersect2",
                                     -5.541263545158426),
                                    ("Wednesdaythis|last|next <cycle>", -5.541263545158426),
                                    ("intersect<named-month> <day-of-month> (non ordinal)",
                                     -4.037186148382152),
                                    ("dayyear", -3.3440389678222067),
                                    ("<time-of-day> o'clockin|during the <part-of-day>",
                                     -5.541263545158426),
                                    ("<time-of-day> am|pmtomorrow", -4.848116364598481),
                                    ("intersect2in|during the <part-of-day>", -5.541263545158426),
                                    ("minutehour", -4.624972813284271),
                                    ("Mother's Dayyear", -5.541263545158426),
                                    ("at <time-of-day>in|during the <part-of-day>",
                                     -5.135798437050262),
                                    ("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
                                     -3.836515452920001),
                                    ("tomorrow<time-of-day> sharp|exactly", -5.541263545158426),
                                    ("Thursdayfrom <datetime> - <datetime> (interval)",
                                     -4.624972813284271),
                                    ("on <date><named-month> <day-of-month> (non ordinal)",
                                     -5.135798437050262),
                                    ("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
                                     -4.624972813284271),
                                    ("Mondayin|during the <part-of-day>", -5.541263545158426),
                                    ("intersect2<named-month> <day-of-month> (non ordinal)",
                                     -4.037186148382152),
                                    ("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
                                     -5.135798437050262),
                                    ("intersectin|during the <part-of-day>", -5.541263545158426),
                                    ("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
                                     -5.541263545158426),
                                    ("from <time-of-day> - <time-of-day> (interval)on <date>",
                                     -4.848116364598481),
                                    ("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
                                     -4.442651256490317),
                                    ("at <time-of-day>intersect", -5.135798437050262),
                                    ("<time-of-day> - <time-of-day> (interval)tomorrow",
                                     -5.541263545158426),
                                    ("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
                                     -5.541263545158426),
                                    ("dayminute", -3.056356895370426),
                                    ("from <datetime> - <datetime> (interval)on <date>",
                                     -5.135798437050262),
                                    ("<datetime> - <datetime> (interval)tomorrow",
                                     -5.541263545158426),
                                    ("absorption of , after named dayintersect by \",\", \"of\", \"from\", \"'s\"",
                                     -4.848116364598481),
                                    ("<ordinal> <cycle> of <time>year", -5.541263545158426),
                                    ("minuteday", -1.8523840910444898),
                                    ("absorption of , after named dayintersect",
                                     -5.541263545158426),
                                    ("Octoberyear", -4.288500576663058),
                                    ("the <day-of-month> (ordinal)in|during the <part-of-day>",
                                     -5.541263545158426),
                                    ("at <time-of-day>absorption of , after named day",
                                     -5.541263545158426),
                                    ("<day-of-month> (ordinal or number) <named-month>year",
                                     -5.541263545158426),
                                    ("year<time-of-day> am|pm", -5.541263545158426),
                                    ("Septemberyear", -5.135798437050262),
                                    ("at <time-of-day>on <date>", -4.288500576663058),
                                    ("between <time-of-day> and <time-of-day> (interval)on <date>",
                                     -4.848116364598481),
                                    ("<time-of-day> am|pmintersect2", -4.288500576663058),
                                    ("Halloweenyear", -5.541263545158426),
                                    ("dayweek", -5.541263545158426),
                                    ("weekyear", -5.135798437050262),
                                    ("hh:mmin|during the <part-of-day>", -4.848116364598481),
                                    ("Father's Dayyear", -5.541263545158426),
                                    ("<cycle> after|before <time><time-of-day> am|pm",
                                     -5.135798437050262),
                                    ("February<time> <part-of-day>", -5.541263545158426),
                                    ("Martin Luther King's Dayyear", -5.135798437050262),
                                    ("Februaryintersect2", -5.541263545158426),
                                    ("tomorrowat <time-of-day>", -4.848116364598481),
                                    ("between <time> and <time>on <date>", -4.848116364598481),
                                    ("at <time-of-day>tomorrow", -5.135798437050262),
                                    ("tomorrow<time-of-day> am|pm", -5.541263545158426),
                                    ("in|during the <part-of-day>at <time-of-day>",
                                     -5.541263545158426),
                                    ("Labor Dayyear", -5.541263545158426),
                                    ("Februaryintersect", -5.541263545158426),
                                    ("last <cycle> of <time>year", -4.848116364598481),
                                    ("<named-month> <day-of-month> (non ordinal)year",
                                     -5.541263545158426),
                                    ("yearminute", -5.541263545158426)],
                               n = 191},
                   koData =
                     ClassData{prior = -0.9732575564808325,
                               unseen = -5.8888779583328805,
                               likelihoods =
                                 HashMap.fromList
                                   [("in <named-month>year", -5.19295685089021),
                                    ("<time-of-day> - <time-of-day> (interval)on <date>",
                                     -5.19295685089021),
                                    ("hourday", -5.19295685089021),
                                    ("<named-month> <day-of-month> (non ordinal)July",
                                     -5.19295685089021),
                                    ("dayhour", -3.4011973816621555),
                                    ("daymonth", -3.1780538303479458),
                                    ("monthday", -4.787491742782046),
                                    ("monthyear", -4.787491742782046),
                                    ("intersecthh:mm", -5.19295685089021),
                                    ("until <time-of-day><time-of-day> am|pm", -5.19295685089021),
                                    ("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
                                     -4.499809670330265),
                                    ("<time-of-day> am|pmintersect", -3.9401938823948424),
                                    ("intersect by \",\", \"of\", \"from\", \"'s\"year",
                                     -4.499809670330265),
                                    ("Tuesdayafter <time-of-day>", -5.19295685089021),
                                    ("July<day-of-month> (ordinal or number) <named-month>",
                                     -5.19295685089021),
                                    ("intersect2hh:mm", -5.19295685089021),
                                    ("absorption of , after named dayJuly", -4.787491742782046),
                                    ("monthhour", -4.787491742782046),
                                    ("todayat <time-of-day>", -5.19295685089021),
                                    ("at <time-of-day>intersect2", -4.787491742782046),
                                    ("dayday", -5.19295685089021),
                                    ("mm/ddat <time-of-day>", -4.787491742782046),
                                    ("<time-of-day> am|pmon <date>", -3.58351893845611),
                                    ("absorption of , after named dayintersect2",
                                     -5.19295685089021),
                                    ("dayyear", -4.276666119016055),
                                    ("Thursdayat <time-of-day>", -5.19295685089021),
                                    ("August<time-of-day> am|pm", -5.19295685089021),
                                    ("monthminute", -5.19295685089021),
                                    ("<time-of-day> am|pmtomorrow", -5.19295685089021),
                                    ("Thursdayhh:mm", -5.19295685089021),
                                    ("August<day-of-month> (ordinal or number) <named-month>",
                                     -5.19295685089021),
                                    ("minutemonth", -3.0528906873939397),
                                    ("Thursdayfrom <datetime> - <datetime> (interval)",
                                     -4.787491742782046),
                                    ("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
                                     -4.787491742782046),
                                    ("Aprilyear", -5.19295685089021),
                                    ("mm/dd<time-of-day> - <time-of-day> (interval)",
                                     -4.787491742782046),
                                    ("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
                                     -5.19295685089021),
                                    ("yesterday<time-of-day> am|pm", -5.19295685089021),
                                    ("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
                                     -4.0943445622221),
                                    ("<named-month> <day-of-month> (non ordinal)August",
                                     -5.19295685089021),
                                    ("until <time-of-day>on <date>", -4.499809670330265),
                                    ("at <time-of-day>intersect", -4.787491742782046),
                                    ("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
                                     -5.19295685089021),
                                    ("dayminute", -2.995732273553991),
                                    ("intersectSeptember", -3.6888794541139363),
                                    ("absorption of , after named dayintersect by \",\", \"of\", \"from\", \"'s\"",
                                     -4.787491742782046),
                                    ("minuteday", -2.0794415416798357),
                                    ("absorption of , after named dayintersect", -5.19295685089021),
                                    ("Februaryin|during the <part-of-day>", -5.19295685089021),
                                    ("yearhh:mm", -5.19295685089021),
                                    ("hh:mmon <date>", -3.6888794541139363),
                                    ("intersect2September", -3.6888794541139363),
                                    ("absorption of , after named daySeptember",
                                     -4.276666119016055),
                                    ("on <date>September", -4.787491742782046),
                                    ("at <time-of-day>on <date>", -4.499809670330265),
                                    ("<time-of-day> am|pmintersect2", -3.9401938823948424),
                                    ("absorption of , after named dayFebruary", -4.276666119016055),
                                    ("July<integer> to|till|before <hour-of-day>",
                                     -5.19295685089021),
                                    ("tomorrowat <time-of-day>", -5.19295685089021),
                                    ("tomorrow<time-of-day> am|pm", -5.19295685089021),
                                    ("after <time-of-day><time-of-day> am|pm", -5.19295685089021),
                                    ("after <time-of-day>year", -5.19295685089021),
                                    ("yearminute", -5.19295685089021)],
                               n = 116}}),
       ("<day-of-month> (ordinal or number) <named-month>",
        Classifier{okData =
                     ClassData{prior = -0.916290731874155, unseen = -2.3978952727983707,
                               likelihoods =
                                 HashMap.fromList
                                   [("ordinal (digits)February", -1.6094379124341003),
                                    ("integer (numeric)April", -1.6094379124341003),
                                    ("month", -1.2039728043259361)],
                               n = 2},
                   koData =
                     ClassData{prior = -0.5108256237659907,
                               unseen = -2.5649493574615367,
                               likelihoods =
                                 HashMap.fromList
                                   [("integer (numeric)August", -1.791759469228055),
                                    ("ordinal (digits)April", -1.791759469228055),
                                    ("month", -1.0986122886681098),
                                    ("integer (numeric)July", -1.791759469228055)],
                               n = 3}}),
       ("<time> <part-of-day>",
        Classifier{okData =
                     ClassData{prior = -9.844007281325252e-2,
                               unseen = -4.454347296253507,
                               likelihoods =
                                 HashMap.fromList
                                   [("<day-of-month> (ordinal)in|during the <part-of-day>",
                                     -3.7495040759303713),
                                    ("dayhour", -1.6094379124341003),
                                    ("Mondayearly morning", -3.3440389678222067),
                                    ("time-of-day (latent)tonight", -3.3440389678222067),
                                    ("hourhour", -2.245426679154097),
                                    ("<time-of-day> o'clockin|during the <part-of-day>",
                                     -3.7495040759303713),
                                    ("todaypart of days", -3.7495040759303713),
                                    ("intersect2part of days", -3.7495040759303713),
                                    ("intersect2in|during the <part-of-day>", -3.7495040759303713),
                                    ("minutehour", -2.6508917872622613),
                                    ("at <time-of-day>in|during the <part-of-day>",
                                     -3.3440389678222067),
                                    ("time-of-day (latent)this <part-of-day>", -3.7495040759303713),
                                    ("Mondayin|during the <part-of-day>", -3.7495040759303713),
                                    ("intersectpart of days", -3.7495040759303713),
                                    ("intersectin|during the <part-of-day>", -3.7495040759303713),
                                    ("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
                                     -3.7495040759303713),
                                    ("the <day-of-month> (ordinal)in|during the <part-of-day>",
                                     -3.7495040759303713),
                                    ("tomorrowpart of days", -2.6508917872622613),
                                    ("hh:mmin|during the <part-of-day>", -3.056356895370426),
                                    ("time-of-day (latent)in|during the <part-of-day>",
                                     -3.7495040759303713),
                                    ("hhmm (latent)in|during the <part-of-day>",
                                     -3.7495040759303713),
                                    ("yesterdaypart of days", -3.7495040759303713),
                                    ("Mondaypart of days", -3.7495040759303713)],
                               n = 29},
                   koData =
                     ClassData{prior = -2.367123614131617, unseen = -3.5263605246161616,
                               likelihoods =
                                 HashMap.fromList
                                   [("yearhour", -2.803360380906535),
                                    ("monthhour", -2.803360380906535),
                                    ("hourhour", -2.803360380906535),
                                    ("past year (latent)in|during the <part-of-day>",
                                     -2.803360380906535),
                                    ("Februaryin|during the <part-of-day>", -2.803360380906535),
                                    ("time-of-day (latent)in|during the <part-of-day>",
                                     -2.803360380906535)],
                               n = 3}}),
       ("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}}),
       ("mm/dd",
        Classifier{okData =
                     ClassData{prior = -1.6739764335716716,
                               unseen = -1.6094379124341003,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 3},
                   koData =
                     ClassData{prior = -0.2076393647782445, unseen = -2.70805020110221,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 13}}),
       ("at <time-of-day>",
        Classifier{okData =
                     ClassData{prior = -9.352605801082348e-2,
                               unseen = -4.736198448394496,
                               likelihoods =
                                 HashMap.fromList
                                   [("noon|midnight|EOD|end of day", -3.628775530044231),
                                    ("integer after|past <hour-of-day>", -3.628775530044231),
                                    ("half after|past <hour-of-day>", -4.034240638152395),
                                    ("time-of-day (latent)", -1.7829488395459),
                                    ("hhmm (latent)", -3.34109345759245),
                                    ("<time-of-day> am|pm", -1.7316555451583495),
                                    ("hh:mm", -3.34109345759245),
                                    ("about|exactly <time-of-day>", -3.628775530044231),
                                    ("hour", -1.1438688802562307),
                                    ("<time-of-day> sharp|exactly", -4.034240638152395),
                                    ("minute", -1.8941744746561244)],
                               n = 51},
                   koData =
                     ClassData{prior = -2.4159137783010487,
                               unseen = -3.0910424533583156,
                               likelihoods =
                                 HashMap.fromList
                                   [("time-of-day (latent)", -1.252762968495368),
                                    ("hour", -1.252762968495368)],
                               n = 5}}),
       ("absorption of , after named day",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -3.332204510175204,
                               likelihoods =
                                 HashMap.fromList
                                   [("on <date>", -2.1972245773362196),
                                    ("Wednesday", -2.6026896854443837),
                                    ("Saturday", -2.6026896854443837),
                                    ("Monday", -2.1972245773362196),
                                    ("Friday", -1.9095425048844386), ("day", -0.8979415932059586),
                                    ("Sunday", -2.6026896854443837)],
                               n = 10},
                   koData =
                     ClassData{prior = -infinity, unseen = -2.0794415416798357,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("September",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -1.791759469228055,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 4},
                   koData =
                     ClassData{prior = -infinity, unseen = -0.6931471805599453,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("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}}),
       ("the ides of <named-month>",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -1.6094379124341003,
                               likelihoods =
                                 HashMap.fromList
                                   [("March", -0.6931471805599453), ("month", -0.6931471805599453)],
                               n = 1},
                   koData =
                     ClassData{prior = -infinity, unseen = -1.0986122886681098,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("on <date>",
        Classifier{okData =
                     ClassData{prior = -0.2231435513142097, unseen = -4.0943445622221,
                               likelihoods =
                                 HashMap.fromList
                                   [("Thursday", -1.8803128665695),
                                    ("intersect2", -2.9789251552376097),
                                    ("mm/dd", -3.3843902633457743),
                                    ("absorption of , after named day", -2.9789251552376097),
                                    ("intersect", -2.9789251552376097),
                                    ("Saturday", -2.691243082785829),
                                    ("Friday", -3.3843902633457743), ("day", -0.8994836135577737),
                                    ("the <day-of-month> (ordinal)", -2.9789251552376097),
                                    ("intersect by \",\", \"of\", \"from\", \"'s\"",
                                     -2.691243082785829),
                                    ("hour", -3.3843902633457743)],
                               n = 24},
                   koData =
                     ClassData{prior = -1.6094379124341003,
                               unseen = -3.1780538303479458,
                               likelihoods =
                                 HashMap.fromList
                                   [("intersect2", -2.03688192726104),
                                    ("intersect", -2.03688192726104), ("day", -1.1895840668738362),
                                    ("intersect by \",\", \"of\", \"from\", \"'s\"",
                                     -2.03688192726104)],
                               n = 6}}),
       ("integer (0..19)",
        Classifier{okData =
                     ClassData{prior = -2.7398974188114388e-2,
                               unseen = -3.6375861597263857,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 36},
                   koData =
                     ClassData{prior = -3.6109179126442243,
                               unseen = -1.0986122886681098,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
       ("between <time-of-day> and <time-of-day> (interval)",
        Classifier{okData =
                     ClassData{prior = -0.6931471805599453,
                               unseen = -2.3978952727983707,
                               likelihoods =
                                 HashMap.fromList
                                   [("minuteminute", -0.916290731874155),
                                    ("hh:mmhh:mm", -0.916290731874155)],
                               n = 3},
                   koData =
                     ClassData{prior = -0.6931471805599453,
                               unseen = -2.3978952727983707,
                               likelihoods =
                                 HashMap.fromList
                                   [("hh:mmtime-of-day (latent)", -0.916290731874155),
                                    ("minutehour", -0.916290731874155)],
                               n = 3}}),
       ("Halloween",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -1.6094379124341003,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 3},
                   koData =
                     ClassData{prior = -infinity, unseen = -0.6931471805599453,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("October",
        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}}),
       ("month (grain)",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -2.3978952727983707,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 9},
                   koData =
                     ClassData{prior = -infinity, unseen = -0.6931471805599453,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("<integer> more <unit-of-duration>",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -1.6094379124341003,
                               likelihoods =
                                 HashMap.fromList
                                   [("integer (numeric)minute (grain)", -0.6931471805599453),
                                    ("minute", -0.6931471805599453)],
                               n = 1},
                   koData =
                     ClassData{prior = -infinity, unseen = -1.0986122886681098,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("<time-of-day> o'clock",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -2.1972245773362196,
                               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}}),
       ("in|within|after <duration>",
        Classifier{okData =
                     ClassData{prior = -5.129329438755058e-2,
                               unseen = -4.532599493153256,
                               likelihoods =
                                 HashMap.fromList
                                   [("week", -3.1354942159291497),
                                    ("<integer> more <unit-of-duration>", -3.828641396489095),
                                    ("three-quarters of an hour", -2.91235066461494),
                                    ("<integer> + '\"", -3.1354942159291497),
                                    ("number.number hours", -3.828641396489095),
                                    ("second", -3.4231762883809305), ("day", -3.1354942159291497),
                                    ("half an hour", -2.91235066461494),
                                    ("<integer> <unit-of-duration>", -1.749199854809259),
                                    ("a <unit-of-duration>", -2.91235066461494),
                                    ("quarter of an hour", -2.91235066461494),
                                    ("hour", -2.4423470353692043),
                                    ("about|exactly <duration>", -3.828641396489095),
                                    ("<integer> and an half hour", -3.828641396489095),
                                    ("minute", -1.3437347467010947)],
                               n = 38},
                   koData =
                     ClassData{prior = -2.995732273553991, unseen = -3.044522437723423,
                               likelihoods =
                                 HashMap.fromList
                                   [("quarter", -1.8971199848858813),
                                    ("<integer> <unit-of-duration>", -2.3025850929940455),
                                    ("a <unit-of-duration>", -2.3025850929940455)],
                               n = 2}}),
       ("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}}),
       ("Wednesday",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -2.3025850929940455,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 8},
                   koData =
                     ClassData{prior = -infinity, unseen = -0.6931471805599453,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("half after|past <hour-of-day>",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -1.9459101490553135,
                               likelihoods =
                                 HashMap.fromList
                                   [("time-of-day (latent)", -0.6931471805599453),
                                    ("hour", -0.6931471805599453)],
                               n = 2},
                   koData =
                     ClassData{prior = -infinity, unseen = -1.0986122886681098,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("<integer> + '\"",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -1.6094379124341003,
                               likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
                               n = 3},
                   koData =
                     ClassData{prior = -infinity, unseen = -0.6931471805599453,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("half <integer> (UK style hour-of-day)",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -1.6094379124341003,
                               likelihoods =
                                 HashMap.fromList
                                   [("time-of-day (latent)", -0.6931471805599453),
                                    ("hour", -0.6931471805599453)],
                               n = 1},
                   koData =
                     ClassData{prior = -infinity, unseen = -1.0986122886681098,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("July",
        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}}),
       ("hour (grain)",
        Classifier{okData =
                     ClassData{prior = -0.8209805520698302,
                               unseen = -2.5649493574615367,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 11},
                   koData =
                     ClassData{prior = -0.579818495252942, unseen = -2.772588722239781,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 14}}),
       ("<ordinal> quarter",
        Classifier{okData =
                     ClassData{prior = -0.4700036292457356, unseen = -2.639057329615259,
                               likelihoods =
                                 HashMap.fromList
                                   [("ordinal (digits)quarter (grain)", -1.1786549963416462),
                                    ("ordinals (first..twentieth,thirtieth,...)quarter (grain)",
                                     -1.466337068793427),
                                    ("quarter", -0.7731898882334817)],
                               n = 5},
                   koData =
                     ClassData{prior = -0.9808292530117262,
                               unseen = -2.3025850929940455,
                               likelihoods =
                                 HashMap.fromList
                                   [("ordinal (digits)quarter (grain)", -0.8109302162163288),
                                    ("quarter", -0.8109302162163288)],
                               n = 3}}),
       ("one twenty two",
        Classifier{okData =
                     ClassData{prior = -infinity, unseen = -0.6931471805599453,
                               likelihoods = HashMap.fromList [], n = 0},
                   koData =
                     ClassData{prior = 0.0, unseen = -1.0986122886681098,
                               likelihoods =
                                 HashMap.fromList [("integer (numeric)integer (numeric)", 0.0)],
                               n = 1}}),
       ("intersect",
        Classifier{okData =
                     ClassData{prior = -0.47457431954056717,
                               unseen = -6.236369590203704,
                               likelihoods =
                                 HashMap.fromList
                                   [("<datetime> - <datetime> (interval)on <date>",
                                     -4.624972813284271),
                                    ("<time-of-day> - <time-of-day> (interval)on <date>",
                                     -4.624972813284271),
                                    ("hourday", -3.836515452920001),
                                    ("dayhour", -3.2386784521643803),
                                    ("daymonth", -5.541263545158426),
                                    ("monthday", -5.135798437050262),
                                    ("monthyear", -3.9318256327243257),
                                    ("Tuesdaythe <day-of-month> (ordinal)", -5.541263545158426),
                                    ("Christmasyear", -5.541263545158426),
                                    ("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
                                     -5.541263545158426),
                                    ("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
                                     -4.848116364598481),
                                    ("<time-of-day> am|pmintersect", -4.288500576663058),
                                    ("intersect by \",\", \"of\", \"from\", \"'s\"year",
                                     -5.541263545158426),
                                    ("Marchyear", -5.541263545158426),
                                    ("<named-month>|<named-day> <day-of-month> (ordinal)year",
                                     -5.135798437050262),
                                    ("intersect<time-of-day> am|pm", -5.541263545158426),
                                    ("Thursdayhh(:mm) - <time-of-day> am|pm", -5.541263545158426),
                                    ("monthhour", -4.848116364598481),
                                    ("last <day-of-week> of <time>year", -5.541263545158426),
                                    ("intersect2<time-of-day> am|pm", -5.541263545158426),
                                    ("todayat <time-of-day>", -5.541263545158426),
                                    ("Thursday<time> timezone", -5.135798437050262),
                                    ("at <time-of-day>intersect2", -5.135798437050262),
                                    ("this <time>hh(:mm) - <time-of-day> am|pm",
                                     -5.541263545158426),
                                    ("dayday", -3.5263605246161616),
                                    ("Thanksgiving Dayyear", -5.135798437050262),
                                    ("<time> <part-of-day>at <time-of-day>", -5.541263545158426),
                                    ("Tuesdayin <named-month>", -5.541263545158426),
                                    ("mm/ddat <time-of-day>", -5.541263545158426),
                                    ("tonightat <time-of-day>", -5.541263545158426),
                                    ("<time-of-day> am|pmabsorption of , after named day",
                                     -4.848116364598481),
                                    ("today<time-of-day> am|pm", -5.541263545158426),
                                    ("Februarythe <day-of-month> (ordinal)", -5.135798437050262),
                                    ("at <time-of-day><time> <part-of-day>", -5.541263545158426),
                                    ("mm/dd<time-of-day> am|pm", -5.541263545158426),
                                    ("hourhour", -4.288500576663058),
                                    ("<time-of-day> am|pmon <date>", -3.3440389678222067),
                                    ("absorption of , after named dayintersect2",
                                     -5.541263545158426),
                                    ("Wednesdaythis|last|next <cycle>", -5.541263545158426),
                                    ("intersect<named-month> <day-of-month> (non ordinal)",
                                     -4.037186148382152),
                                    ("dayyear", -3.3440389678222067),
                                    ("<time-of-day> o'clockin|during the <part-of-day>",
                                     -5.541263545158426),
                                    ("<time-of-day> am|pmtomorrow", -4.848116364598481),
                                    ("intersect2in|during the <part-of-day>", -5.541263545158426),
                                    ("minutehour", -4.624972813284271),
                                    ("Mother's Dayyear", -5.541263545158426),
                                    ("at <time-of-day>in|during the <part-of-day>",
                                     -5.135798437050262),
                                    ("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
                                     -3.836515452920001),
                                    ("tomorrow<time-of-day> sharp|exactly", -5.541263545158426),
                                    ("Thursdayfrom <datetime> - <datetime> (interval)",
                                     -4.624972813284271),
                                    ("on <date><named-month> <day-of-month> (non ordinal)",
                                     -5.135798437050262),
                                    ("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
                                     -4.624972813284271),
                                    ("Mondayin|during the <part-of-day>", -5.541263545158426),
                                    ("intersect2<named-month> <day-of-month> (non ordinal)",
                                     -4.037186148382152),
                                    ("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
                                     -5.135798437050262),
                                    ("intersectin|during the <part-of-day>", -5.541263545158426),
                                    ("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
                                     -5.541263545158426),
                                    ("from <time-of-day> - <time-of-day> (interval)on <date>",
                                     -4.848116364598481),
                                    ("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
                                     -4.442651256490317),
                                    ("at <time-of-day>intersect", -5.135798437050262),
                                    ("<time-of-day> - <time-of-day> (interval)tomorrow",
                                     -5.541263545158426),
                                    ("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
                                     -5.541263545158426),
                                    ("dayminute", -3.056356895370426),
                                    ("from <datetime> - <datetime> (interval)on <date>",
                                     -5.135798437050262),
                                    ("<datetime> - <datetime> (interval)tomorrow",
                                     -5.541263545158426),
                                    ("absorption of , after named dayintersect by \",\", \"of\", \"from\", \"'s\"",
                                     -4.848116364598481),
                                    ("<ordinal> <cycle> of <time>year", -5.541263545158426),
                                    ("minuteday", -1.8523840910444898),
                                    ("absorption of , after named dayintersect",
                                     -5.541263545158426),
                                    ("Octoberyear", -4.288500576663058),
                                    ("the <day-of-month> (ordinal)in|during the <part-of-day>",
                                     -5.541263545158426),
                                    ("at <time-of-day>absorption of , after named day",
                                     -5.541263545158426),
                                    ("<day-of-month> (ordinal or number) <named-month>year",
                                     -5.541263545158426),
                                    ("year<time-of-day> am|pm", -5.541263545158426),
                                    ("Septemberyear", -5.135798437050262),
                                    ("at <time-of-day>on <date>", -4.288500576663058),
                                    ("between <time-of-day> and <time-of-day> (interval)on <date>",
                                     -4.848116364598481),
                                    ("<time-of-day> am|pmintersect2", -4.288500576663058),
                                    ("Halloweenyear", -5.541263545158426),
                                    ("dayweek", -5.541263545158426),
                                    ("weekyear", -5.135798437050262),
                                    ("hh:mmin|during the <part-of-day>", -4.848116364598481),
                                    ("Father's Dayyear", -5.541263545158426),
                                    ("<cycle> after|before <time><time-of-day> am|pm",
                                     -5.135798437050262),
                                    ("February<time> <part-of-day>", -5.541263545158426),
                                    ("Martin Luther King's Dayyear", -5.135798437050262),
                                    ("Februaryintersect2", -5.541263545158426),
                                    ("tomorrowat <time-of-day>", -4.848116364598481),
                                    ("between <time> and <time>on <date>", -4.848116364598481),
                                    ("at <time-of-day>tomorrow", -5.135798437050262),
                                    ("tomorrow<time-of-day> am|pm", -5.541263545158426),
                                    ("in|during the <part-of-day>at <time-of-day>",
                                     -5.541263545158426),
                                    ("Labor Dayyear", -5.541263545158426),
                                    ("Februaryintersect", -5.541263545158426),
                                    ("last <cycle> of <time>year", -4.848116364598481),
                                    ("<named-month> <day-of-month> (non ordinal)year",
                                     -5.541263545158426),
                                    ("yearminute", -5.541263545158426)],
                               n = 191},
                   koData =
                     ClassData{prior = -0.9732575564808325,
                               unseen = -5.8888779583328805,
                               likelihoods =
                                 HashMap.fromList
                                   [("in <named-month>year", -5.19295685089021),
                                    ("<time-of-day> - <time-of-day> (interval)on <date>",
                                     -5.19295685089021),
                                    ("hourday", -5.19295685089021),
                                    ("<named-month> <day-of-month> (non ordinal)July",
                                     -5.19295685089021),
                                    ("dayhour", -3.4011973816621555),
                                    ("daymonth", -3.1780538303479458),
                                    ("monthday", -4.787491742782046),
                                    ("monthyear", -4.787491742782046),
                                    ("intersecthh:mm", -5.19295685089021),
                                    ("until <time-of-day><time-of-day> am|pm", -5.19295685089021),
                                    ("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
                                     -4.499809670330265),
                                    ("<time-of-day> am|pmintersect", -3.9401938823948424),
                                    ("intersect by \",\", \"of\", \"from\", \"'s\"year",
                                     -4.499809670330265),
                                    ("Tuesdayafter <time-of-day>", -5.19295685089021),
                                    ("July<day-of-month> (ordinal or number) <named-month>",
                                     -5.19295685089021),
                                    ("intersect2hh:mm", -5.19295685089021),
                                    ("absorption of , after named dayJuly", -4.787491742782046),
                                    ("monthhour", -4.787491742782046),
                                    ("todayat <time-of-day>", -5.19295685089021),
                                    ("at <time-of-day>intersect2", -4.787491742782046),
                                    ("dayday", -5.19295685089021),
                                    ("mm/ddat <time-of-day>", -4.787491742782046),
                                    ("<time-of-day> am|pmon <date>", -3.58351893845611),
                                    ("absorption of , after named dayintersect2",
                                     -5.19295685089021),
                                    ("dayyear", -4.276666119016055),
                                    ("Thursdayat <time-of-day>", -5.19295685089021),
                                    ("August<time-of-day> am|pm", -5.19295685089021),
                                    ("monthminute", -5.19295685089021),
                                    ("<time-of-day> am|pmtomorrow", -5.19295685089021),
                                    ("Thursdayhh:mm", -5.19295685089021),
                                    ("August<day-of-month> (ordinal or number) <named-month>",
                                     -5.19295685089021),
                                    ("minutemonth", -3.0528906873939397),
                                    ("Thursdayfrom <datetime> - <datetime> (interval)",
                                     -4.787491742782046),
                                    ("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
                                     -4.787491742782046),
                                    ("Aprilyear", -5.19295685089021),
                                    ("mm/dd<time-of-day> - <time-of-day> (interval)",
                                     -4.787491742782046),
                                    ("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
                                     -5.19295685089021),
                                    ("yesterday<time-of-day> am|pm", -5.19295685089021),
                                    ("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
                                     -4.0943445622221),
                                    ("<named-month> <day-of-month> (non ordinal)August",
                                     -5.19295685089021),
                                    ("until <time-of-day>on <date>", -4.499809670330265),
                                    ("at <time-of-day>intersect", -4.787491742782046),
                                    ("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
                                     -5.19295685089021),
                                    ("dayminute", -2.995732273553991),
                                    ("intersectSeptember", -3.6888794541139363),
                                    ("absorption of , after named dayintersect by \",\", \"of\", \"from\", \"'s\"",
                                     -4.787491742782046),
                                    ("minuteday", -2.0794415416798357),
                                    ("absorption of , after named dayintersect", -5.19295685089021),
                                    ("Februaryin|during the <part-of-day>", -5.19295685089021),
                                    ("yearhh:mm", -5.19295685089021),
                                    ("hh:mmon <date>", -3.6888794541139363),
                                    ("intersect2September", -3.6888794541139363),
                                    ("absorption of , after named daySeptember",
                                     -4.276666119016055),
                                    ("on <date>September", -4.787491742782046),
                                    ("at <time-of-day>on <date>", -4.499809670330265),
                                    ("<time-of-day> am|pmintersect2", -3.9401938823948424),
                                    ("absorption of , after named dayFebruary", -4.276666119016055),
                                    ("July<integer> to|till|before <hour-of-day>",
                                     -5.19295685089021),
                                    ("tomorrowat <time-of-day>", -5.19295685089021),
                                    ("tomorrow<time-of-day> am|pm", -5.19295685089021),
                                    ("after <time-of-day><time-of-day> am|pm", -5.19295685089021),
                                    ("after <time-of-day>year", -5.19295685089021),
                                    ("yearminute", -5.19295685089021)],
                               n = 116}}),
       ("after lunch/work/school",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -1.3862943611198906,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 2},
                   koData =
                     ClassData{prior = -infinity, unseen = -0.6931471805599453,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("early morning",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -1.6094379124341003,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 3},
                   koData =
                     ClassData{prior = -infinity, unseen = -0.6931471805599453,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("in <number> (implicit minutes)",
        Classifier{okData =
                     ClassData{prior = -1.3217558399823195,
                               unseen = -2.3978952727983707,
                               likelihoods =
                                 HashMap.fromList
                                   [("integer (numeric)", -0.2231435513142097),
                                    ("integer (0..19)", -1.6094379124341003)],
                               n = 8},
                   koData =
                     ClassData{prior = -0.3101549283038396,
                               unseen = -3.2188758248682006,
                               likelihoods =
                                 HashMap.fromList
                                   [("integer (numeric)", -0.3448404862917295),
                                    ("integer (0..19)", -1.2321436812926323)],
                               n = 22}}),
       ("<ordinal> <cycle> of <time>",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -2.9444389791664407,
                               likelihoods =
                                 HashMap.fromList
                                   [("daymonth", -2.1972245773362196),
                                    ("ordinals (first..twentieth,thirtieth,...)week (grain)intersect2",
                                     -2.1972245773362196),
                                    ("quarteryear", -2.1972245773362196),
                                    ("ordinals (first..twentieth,thirtieth,...)day (grain)October",
                                     -2.1972245773362196),
                                    ("ordinals (first..twentieth,thirtieth,...)week (grain)intersect",
                                     -2.1972245773362196),
                                    ("weekmonth", -1.5040773967762742),
                                    ("ordinal (digits)quarter (grain)year", -2.1972245773362196),
                                    ("ordinals (first..twentieth,thirtieth,...)week (grain)October",
                                     -2.1972245773362196)],
                               n = 5},
                   koData =
                     ClassData{prior = -infinity, unseen = -2.1972245773362196,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("year (grain)",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -3.0910424533583156,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 20},
                   koData =
                     ClassData{prior = -infinity, unseen = -0.6931471805599453,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("from <datetime> - <datetime> (interval)",
        Classifier{okData =
                     ClassData{prior = -0.9808292530117262,
                               unseen = -3.1780538303479458,
                               likelihoods =
                                 HashMap.fromList
                                   [("minuteminute", -1.5260563034950494),
                                    ("hh:mmhh:mm", -1.5260563034950494),
                                    ("<time-of-day> am|pmtime-of-day (latent)",
                                     -2.4423470353692043),
                                    ("hourhour", -2.03688192726104),
                                    ("<time-of-day> am|pm<time-of-day> am|pm",
                                     -2.4423470353692043)],
                               n = 6},
                   koData =
                     ClassData{prior = -0.4700036292457356,
                               unseen = -3.4657359027997265,
                               likelihoods =
                                 HashMap.fromList
                                   [("hh:mmtime-of-day (latent)", -1.824549292051046),
                                    ("minuteminute", -1.824549292051046),
                                    ("time-of-day (latent)time-of-day (latent)",
                                     -2.740840023925201),
                                    ("hourhour", -2.3353749158170367),
                                    ("minutehour", -1.824549292051046),
                                    ("hh:mmintersect", -2.3353749158170367),
                                    ("hh:mmintersect2", -2.3353749158170367),
                                    ("time-of-day (latent)<time-of-day> am|pm",
                                     -2.740840023925201)],
                               n = 10}}),
       ("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}}),
       ("the <cycle> of <time>",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -2.890371757896165,
                               likelihoods =
                                 HashMap.fromList
                                   [("week (grain)<named-month>|<named-day> <day-of-month> (ordinal)",
                                     -1.7346010553881064),
                                    ("weekmonth", -1.7346010553881064),
                                    ("week (grain)October", -1.7346010553881064),
                                    ("week (grain)<named-month> <day-of-month> (non ordinal)",
                                     -1.7346010553881064),
                                    ("weekday", -1.2237754316221157)],
                               n = 6},
                   koData =
                     ClassData{prior = -infinity, unseen = -1.791759469228055,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("number.number hours",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -1.0986122886681098,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 1},
                   koData =
                     ClassData{prior = -infinity, unseen = -0.6931471805599453,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("from <time-of-day> - <time-of-day> (interval)",
        Classifier{okData =
                     ClassData{prior = -0.6359887667199967,
                               unseen = -3.4339872044851463,
                               likelihoods =
                                 HashMap.fromList
                                   [("minuteminute", -1.6094379124341003),
                                    ("hh:mmhh:mm", -1.6094379124341003),
                                    ("<time-of-day> am|pmtime-of-day (latent)", -2.70805020110221),
                                    ("hourhour", -2.3025850929940455),
                                    ("hourminute", -2.3025850929940455),
                                    ("time-of-day (latent)<time-of-day> sharp|exactly",
                                     -2.70805020110221),
                                    ("time-of-day (latent)hh:mm", -2.70805020110221),
                                    ("<time-of-day> am|pm<time-of-day> am|pm", -2.70805020110221)],
                               n = 9},
                   koData =
                     ClassData{prior = -0.7537718023763802, unseen = -3.367295829986474,
                               likelihoods =
                                 HashMap.fromList
                                   [("hh:mmtime-of-day (latent)", -1.540445040947149),
                                    ("time-of-day (latent)time-of-day (latent)",
                                     -2.2335922215070942),
                                    ("hourhour", -1.9459101490553135),
                                    ("minutehour", -1.540445040947149),
                                    ("time-of-day (latent)<time-of-day> am|pm",
                                     -2.639057329615259)],
                               n = 8}}),
       ("integer 21..99",
        Classifier{okData =
                     ClassData{prior = -infinity, unseen = -0.6931471805599453,
                               likelihoods = HashMap.fromList [], n = 0},
                   koData =
                     ClassData{prior = 0.0, unseen = -1.3862943611198906,
                               likelihoods =
                                 HashMap.fromList [("integer (numeric)integer (numeric)", 0.0)],
                               n = 2}}),
       ("last|next n <cycle>",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -4.430816798843313,
                               likelihoods =
                                 HashMap.fromList
                                   [("week", -2.627081138568543),
                                    ("integer (0..19)year (grain)", -3.3202283191284883),
                                    ("integer (numeric)day (grain)", -3.0325462466767075),
                                    ("integer (0..19)second (grain) ", -3.3202283191284883),
                                    ("integer (0..19)hour (grain)", -3.3202283191284883),
                                    ("second", -2.8094026953624978),
                                    ("integer (numeric)second (grain) ", -3.3202283191284883),
                                    ("integer (numeric)year (grain)", -3.3202283191284883),
                                    ("day", -2.472930458741285), ("year", -2.8094026953624978),
                                    ("integer (numeric)week (grain)", -3.0325462466767075),
                                    ("integer (0..19)month (grain)", -3.3202283191284883),
                                    ("hour", -2.8094026953624978), ("month", -2.8094026953624978),
                                    ("integer (numeric)minute (grain)", -3.3202283191284883),
                                    ("integer (0..19)minute (grain)", -3.3202283191284883),
                                    ("integer (numeric)month (grain)", -3.3202283191284883),
                                    ("minute", -2.8094026953624978),
                                    ("integer (numeric)hour (grain)", -3.3202283191284883),
                                    ("integer (0..19)day (grain)", -3.0325462466767075),
                                    ("integer (0..19)week (grain)", -3.3202283191284883)],
                               n = 31},
                   koData =
                     ClassData{prior = -infinity, unseen = -3.0910424533583156,
                               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}}),
       ("mm/dd/yyyy",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -1.9459101490553135,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 5},
                   koData =
                     ClassData{prior = -infinity, unseen = -0.6931471805599453,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("Memorial Day",
        Classifier{okData =
                     ClassData{prior = -0.2231435513142097, unseen = -1.791759469228055,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 4},
                   koData =
                     ClassData{prior = -1.6094379124341003,
                               unseen = -1.0986122886681098,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
       ("Monday",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -2.639057329615259,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 12},
                   koData =
                     ClassData{prior = -infinity, unseen = -0.6931471805599453,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("yesterday",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -1.791759469228055,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 4},
                   koData =
                     ClassData{prior = -infinity, unseen = -0.6931471805599453,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("<ordinal> quarter <year>",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -1.9459101490553135,
                               likelihoods =
                                 HashMap.fromList
                                   [("quarteryear", -0.6931471805599453),
                                    ("ordinal (digits)quarter (grain)year", -0.6931471805599453)],
                               n = 2},
                   koData =
                     ClassData{prior = -infinity, unseen = -1.0986122886681098,
                               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}}),
       ("<hour-of-day> <integer>",
        Classifier{okData =
                     ClassData{prior = -infinity, unseen = -1.0986122886681098,
                               likelihoods = HashMap.fromList [], n = 0},
                   koData =
                     ClassData{prior = 0.0, unseen = -1.6094379124341003,
                               likelihoods =
                                 HashMap.fromList
                                   [("about|exactly <time-of-day>integer (numeric)",
                                     -0.6931471805599453),
                                    ("hour", -0.6931471805599453)],
                               n = 1}}),
       ("nth <time> of <time>",
        Classifier{okData =
                     ClassData{prior = -0.3184537311185346,
                               unseen = -3.2188758248682006,
                               likelihoods =
                                 HashMap.fromList
                                   [("daymonth", -0.9808292530117262),
                                    ("ordinals (first..twentieth,thirtieth,...)Tuesdayintersect",
                                     -2.4849066497880004),
                                    ("ordinals (first..twentieth,thirtieth,...)Wednesdayintersect2",
                                     -2.0794415416798357),
                                    ("ordinals (first..twentieth,thirtieth,...)Wednesdayintersect",
                                     -2.0794415416798357),
                                    ("ordinals (first..twentieth,thirtieth,...)TuesdayOctober",
                                     -2.0794415416798357),
                                    ("ordinals (first..twentieth,thirtieth,...)Tuesdayintersect2",
                                     -2.4849066497880004)],
                               n = 8},
                   koData =
                     ClassData{prior = -1.2992829841302609, unseen = -2.70805020110221,
                               likelihoods =
                                 HashMap.fromList
                                   [("daymonth", -1.252762968495368),
                                    ("ordinals (first..twentieth,thirtieth,...)TuesdaySeptember",
                                     -1.9459101490553135),
                                    ("ordinals (first..twentieth,thirtieth,...)WednesdayOctober",
                                     -1.540445040947149)],
                               n = 3}}),
       ("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}}),
       ("April",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -1.6094379124341003,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 3},
                   koData =
                     ClassData{prior = -infinity, unseen = -0.6931471805599453,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("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}}),
       ("week (grain)",
        Classifier{okData =
                     ClassData{prior = -2.7398974188114388e-2,
                               unseen = -3.6375861597263857,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 36},
                   koData =
                     ClassData{prior = -3.6109179126442243,
                               unseen = -1.0986122886681098,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
       ("<part-of-day> of <time>",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -2.3978952727983707,
                               likelihoods =
                                 HashMap.fromList
                                   [("part of daysintersect by \",\", \"of\", \"from\", \"'s\"",
                                     -1.6094379124341003),
                                    ("hourday", -0.916290731874155),
                                    ("part of daysthe <day-of-month> (ordinal)",
                                     -1.6094379124341003),
                                    ("part of daysthe <day-of-month> (number)",
                                     -1.6094379124341003)],
                               n = 3},
                   koData =
                     ClassData{prior = -infinity, unseen = -1.6094379124341003,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("past 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}}),
       ("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 = -0.13353139262452263,
                               unseen = -3.0910424533583156,
                               likelihoods =
                                 HashMap.fromList
                                   [("ordinal (digits)July", -2.3513752571634776),
                                    ("ordinals (first..twentieth,thirtieth,...)March",
                                     -2.3513752571634776),
                                    ("ordinal (digits)February", -2.3513752571634776),
                                    ("integer (numeric)February", -1.9459101490553135),
                                    ("month", -0.9650808960435872),
                                    ("ordinal (digits)March", -2.3513752571634776),
                                    ("integer (numeric)July", -2.3513752571634776)],
                               n = 7},
                   koData =
                     ClassData{prior = -2.0794415416798357,
                               unseen = -2.3025850929940455,
                               likelihoods =
                                 HashMap.fromList
                                   [("ordinal (digits)February", -1.5040773967762742),
                                    ("month", -1.5040773967762742)],
                               n = 1}}),
       ("this <part-of-day>",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -2.1972245773362196,
                               likelihoods =
                                 HashMap.fromList
                                   [("hour", -0.6931471805599453),
                                    ("part of days", -0.6931471805599453)],
                               n = 3},
                   koData =
                     ClassData{prior = -infinity, unseen = -1.0986122886681098,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("Friday",
        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}}),
       ("in|during the <part-of-day>",
        Classifier{okData =
                     ClassData{prior = -8.701137698962981e-2,
                               unseen = -3.258096538021482,
                               likelihoods =
                                 HashMap.fromList
                                   [("early morning", -2.5257286443082556),
                                    ("hour", -0.7339691750802004),
                                    ("part of days", -0.8209805520698302)],
                               n = 11},
                   koData =
                     ClassData{prior = -2.4849066497880004, unseen = -1.791759469228055,
                               likelihoods =
                                 HashMap.fromList
                                   [("hour", -0.916290731874155),
                                    ("part of days", -0.916290731874155)],
                               n = 1}}),
       ("tomorrow",
        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}}),
       ("hh(:mm) - <time-of-day> am|pm",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -2.70805020110221,
                               likelihoods =
                                 HashMap.fromList
                                   [("time-of-day (latent)", -0.6931471805599453),
                                    ("hour", -0.6931471805599453)],
                               n = 6},
                   koData =
                     ClassData{prior = -infinity, unseen = -1.0986122886681098,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("this|last|next <cycle>",
        Classifier{okData =
                     ClassData{prior = -0.11122563511022437,
                               unseen = -4.3694478524670215,
                               likelihoods =
                                 HashMap.fromList
                                   [("week", -1.5234954826333758),
                                    ("month (grain)", -2.9704144655697013),
                                    ("year (grain)", -1.8718021769015913),
                                    ("week (grain)", -1.5234954826333758),
                                    ("quarter", -2.7472709142554916), ("year", -1.8718021769015913),
                                    ("month", -2.9704144655697013),
                                    ("quarter (grain)", -2.7472709142554916)],
                               n = 34},
                   koData =
                     ClassData{prior = -2.2512917986064953,
                               unseen = -2.9444389791664407,
                               likelihoods =
                                 HashMap.fromList
                                   [("week", -1.791759469228055),
                                    ("week (grain)", -1.791759469228055),
                                    ("day", -1.791759469228055),
                                    ("day (grain)", -1.791759469228055)],
                               n = 4}}),
       ("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}}),
       ("New Year's Eve",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -1.3862943611198906,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 2},
                   koData =
                     ClassData{prior = -infinity, unseen = -0.6931471805599453,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("the <ordinal> <cycle> of <time>",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -1.6094379124341003,
                               likelihoods =
                                 HashMap.fromList
                                   [("quarteryear", -0.6931471805599453),
                                    ("ordinal (digits)quarter (grain)year", -0.6931471805599453)],
                               n = 1},
                   koData =
                     ClassData{prior = -infinity, unseen = -1.0986122886681098,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("by <time>",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -2.9444389791664407,
                               likelihoods =
                                 HashMap.fromList
                                   [("noon|midnight|EOD|end of day", -2.1972245773362196),
                                    ("end of month", -2.1972245773362196),
                                    ("time-of-day (latent)", -2.1972245773362196),
                                    ("<time-of-day> am|pm", -2.1972245773362196),
                                    ("hh:mm", -2.1972245773362196), ("hour", -1.791759469228055),
                                    ("month", -2.1972245773362196), ("minute", -1.791759469228055)],
                               n = 5},
                   koData =
                     ClassData{prior = -infinity, unseen = -2.1972245773362196,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("half an hour",
        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}}),
       ("the <day-of-month> (ordinal)",
        Classifier{okData =
                     ClassData{prior = -0.2006706954621511,
                               unseen = -2.4849066497880004,
                               likelihoods =
                                 HashMap.fromList
                                   [("ordinals (first..twentieth,thirtieth,...)",
                                     -1.7047480922384253),
                                    ("ordinal (digits)", -0.2006706954621511)],
                               n = 9},
                   koData =
                     ClassData{prior = -1.7047480922384253,
                               unseen = -1.6094379124341003,
                               likelihoods =
                                 HashMap.fromList [("ordinal (digits)", -0.2876820724517809)],
                               n = 2}}),
       ("the <day-of-month> (number)",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -1.0986122886681098,
                               likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
                               n = 1},
                   koData =
                     ClassData{prior = -infinity, unseen = -0.6931471805599453,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("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}}),
       ("February",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -2.70805020110221,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 13},
                   koData =
                     ClassData{prior = -infinity, unseen = -0.6931471805599453,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("minute (grain)",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -2.5649493574615367,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 11},
                   koData =
                     ClassData{prior = -infinity, unseen = -0.6931471805599453,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("the <ordinal> quarter",
        Classifier{okData =
                     ClassData{prior = -0.6931471805599453,
                               unseen = -1.6094379124341003,
                               likelihoods =
                                 HashMap.fromList
                                   [("ordinal (digits)quarter (grain)", -0.6931471805599453),
                                    ("quarter", -0.6931471805599453)],
                               n = 1},
                   koData =
                     ClassData{prior = -0.6931471805599453,
                               unseen = -1.6094379124341003,
                               likelihoods =
                                 HashMap.fromList
                                   [("ordinal (digits)quarter (grain)", -0.6931471805599453),
                                    ("quarter", -0.6931471805599453)],
                               n = 1}}),
       ("time-of-day (latent)",
        Classifier{okData =
                     ClassData{prior = -0.587786664902119, unseen = -4.143134726391533,
                               likelihoods =
                                 HashMap.fromList
                                   [("integer (numeric)", -0.10178269430994236),
                                    ("integer (0..19)", -2.3353749158170367)],
                               n = 60},
                   koData =
                     ClassData{prior = -0.8109302162163288,
                               unseen = -3.9318256327243257,
                               likelihoods =
                                 HashMap.fromList
                                   [("integer (numeric)", -0.1743533871447778),
                                    ("integer (0..19)", -1.8325814637483102)],
                               n = 48}}),
       ("year",
        Classifier{okData =
                     ClassData{prior = -0.2231435513142097,
                               unseen = -3.4011973816621555,
                               likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
                               n = 28},
                   koData =
                     ClassData{prior = -1.6094379124341003,
                               unseen = -2.1972245773362196,
                               likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
                               n = 7}}),
       ("last <day-of-week> of <time>",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -2.639057329615259,
                               likelihoods =
                                 HashMap.fromList
                                   [("daymonth", -0.9555114450274363),
                                    ("SundayMarch", -1.8718021769015913),
                                    ("MondayMarch", -1.8718021769015913),
                                    ("Sundayintersect2", -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 = -0.8209805520698302, unseen = -4.499809670330265,
                               likelihoods =
                                 HashMap.fromList
                                   [("week", -2.2914117923959205),
                                    ("integer (0..19)year (grain)", -3.1023420086122493),
                                    ("integer (numeric)day (grain)", -2.5427262206768266),
                                    ("integer (0..19)second (grain) ", -3.7954891891721947),
                                    ("integer (0..19)hour (grain)", -2.6968769005040847),
                                    ("second", -3.7954891891721947),
                                    ("integer (numeric)year (grain)", -3.7954891891721947),
                                    ("day", -2.5427262206768266), ("year", -2.8791984572980396),
                                    ("integer (numeric)week (grain)", -2.8791984572980396),
                                    ("integer (0..19)month (grain)", -3.39002408106403),
                                    ("hour", -2.409194828052304), ("month", -3.39002408106403),
                                    ("integer (numeric)minute (grain)", -2.8791984572980396),
                                    ("integer (0..19)minute (grain)", -3.7954891891721947),
                                    ("minute", -2.6968769005040847),
                                    ("integer (numeric)hour (grain)", -3.39002408106403),
                                    ("integer (0..19)week (grain)", -2.8791984572980396)],
                               n = 33},
                   koData =
                     ClassData{prior = -0.579818495252942, unseen = -4.68213122712422,
                               likelihoods =
                                 HashMap.fromList
                                   [("week", -2.8810693652338513),
                                    ("integer (0..19)year (grain)", -3.5742165457937967),
                                    ("integer (numeric)day (grain)", -3.2865344733420154),
                                    ("integer (0..19)second (grain) ", -3.5742165457937967),
                                    ("integer (0..19)hour (grain)", -3.5742165457937967),
                                    ("second", -3.0633909220278057),
                                    ("integer (numeric)second (grain) ", -3.5742165457937967),
                                    ("integer (numeric)year (grain)", -3.5742165457937967),
                                    ("day", -2.7269186854065928), ("quarter", -3.979681653901961),
                                    ("year", -3.0633909220278057),
                                    ("integer (numeric)week (grain)", -3.2865344733420154),
                                    ("integer (0..19)month (grain)", -3.5742165457937967),
                                    ("hour", -1.9647786333596962), ("month", -3.0633909220278057),
                                    ("integer (numeric)minute (grain)", -3.5742165457937967),
                                    ("integer (0..19)minute (grain)", -3.5742165457937967),
                                    ("integer (numeric)month (grain)", -3.5742165457937967),
                                    ("minute", -3.0633909220278057),
                                    ("integer (numeric)hour (grain)", -2.1078794770003695),
                                    ("integer (0..19)day (grain)", -3.2865344733420154),
                                    ("integer (0..19)week (grain)", -3.5742165457937967),
                                    ("integer (0..19)quarter (grain)", -3.979681653901961)],
                               n = 42}}),
       ("hhmm (latent)",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -2.0794415416798357,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 6},
                   koData =
                     ClassData{prior = -infinity, unseen = -0.6931471805599453,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("<time-of-day> am|pm",
        Classifier{okData =
                     ClassData{prior = -0.2696635669491026, unseen = -5.220355825078324,
                               likelihoods =
                                 HashMap.fromList
                                   [("integer after|past <hour-of-day>", -3.828641396489095),
                                    ("at <time-of-day>", -2.2192034840549946),
                                    ("<time-of-day> o'clock", -4.116323468940876),
                                    ("half after|past <hour-of-day>", -4.116323468940876),
                                    ("time-of-day (latent)", -1.749199854809259),
                                    ("hhmm (latent)", -4.5217885770490405),
                                    ("hh:mm", -2.2192034840549946),
                                    ("quarter after|past <hour-of-day>", -4.5217885770490405),
                                    ("about|exactly <time-of-day>", -4.5217885770490405),
                                    ("until <time-of-day>", -3.828641396489095),
                                    ("hour", -1.28311012488466),
                                    ("<time-of-day> sharp|exactly", -4.5217885770490405),
                                    ("minute", -1.659587696119572),
                                    ("after <time-of-day>", -4.5217885770490405)],
                               n = 84},
                   koData =
                     ClassData{prior = -1.4423838277709342, unseen = -4.23410650459726,
                               likelihoods =
                                 HashMap.fromList
                                   [("<integer> to|till|before <hour-of-day>", -3.120895416507997),
                                    ("<hour-of-day> <integer>", -3.5263605246161616),
                                    ("time-of-day (latent)", -1.0840134892469568),
                                    ("hour", -1.041453874828161), ("minute", -2.833213344056216),
                                    ("after <time-of-day>", -3.5263605246161616)],
                               n = 26}}),
       ("Thanksgiving Day",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -2.1972245773362196,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 7},
                   koData =
                     ClassData{prior = -infinity, unseen = -0.6931471805599453,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("a <unit-of-duration>",
        Classifier{okData =
                     ClassData{prior = -0.6286086594223742,
                               unseen = -3.4339872044851463,
                               likelihoods =
                                 HashMap.fromList
                                   [("week", -2.0149030205422647),
                                    ("year (grain)", -2.70805020110221),
                                    ("second", -2.70805020110221),
                                    ("week (grain)", -2.0149030205422647),
                                    ("day", -2.3025850929940455),
                                    ("minute (grain)", -2.70805020110221),
                                    ("year", -2.70805020110221),
                                    ("second (grain) ", -2.70805020110221),
                                    ("minute", -2.70805020110221),
                                    ("day (grain)", -2.3025850929940455)],
                               n = 8},
                   koData =
                     ClassData{prior = -0.7621400520468967, unseen = -3.367295829986474,
                               likelihoods =
                                 HashMap.fromList
                                   [("hour (grain)", -1.7227665977411035),
                                    ("quarter", -1.9459101490553135), ("hour", -1.7227665977411035),
                                    ("quarter (grain)", -1.9459101490553135)],
                               n = 7}}),
       ("hh:mm",
        Classifier{okData =
                     ClassData{prior = -5.6089466651043585e-2,
                               unseen = -3.9889840465642745,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 52},
                   koData =
                     ClassData{prior = -2.908720896564361, unseen = -1.6094379124341003,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
       ("quarter of an hour",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -1.791759469228055,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 4},
                   koData =
                     ClassData{prior = -infinity, unseen = -0.6931471805599453,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("second (grain) ",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -2.0794415416798357,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 6},
                   koData =
                     ClassData{prior = -infinity, unseen = -0.6931471805599453,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("ordinals (first..twentieth,thirtieth,...)",
        Classifier{okData =
                     ClassData{prior = -6.899287148695143e-2,
                               unseen = -2.772588722239781,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 14},
                   koData =
                     ClassData{prior = -2.70805020110221, unseen = -1.0986122886681098,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
       ("quarter after|past <hour-of-day>",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -1.6094379124341003,
                               likelihoods =
                                 HashMap.fromList
                                   [("time-of-day (latent)", -0.6931471805599453),
                                    ("hour", -0.6931471805599453)],
                               n = 1},
                   koData =
                     ClassData{prior = -infinity, unseen = -1.0986122886681098,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("the <cycle> after|before <time>",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -2.0794415416798357,
                               likelihoods =
                                 HashMap.fromList
                                   [("day (grain)tomorrow", -1.252762968495368),
                                    ("dayday", -0.8472978603872037),
                                    ("day (grain)yesterday", -1.252762968495368)],
                               n = 2},
                   koData =
                     ClassData{prior = -infinity, unseen = -1.3862943611198906,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("about|exactly <time-of-day>",
        Classifier{okData =
                     ClassData{prior = -0.11778303565638351,
                               unseen = -3.332204510175204,
                               likelihoods =
                                 HashMap.fromList
                                   [("week", -2.6026896854443837),
                                    ("hh(:mm) - <time-of-day> am|pm", -2.6026896854443837),
                                    ("this|last|next <cycle>", -2.6026896854443837),
                                    ("day", -2.1972245773362196),
                                    ("time-of-day (latent)", -2.6026896854443837),
                                    ("hhmm (latent)", -2.1972245773362196),
                                    ("<time-of-day> am|pm", -2.6026896854443837),
                                    ("hour", -1.9095425048844386),
                                    ("next <time>", -2.6026896854443837),
                                    ("this|next <day-of-week>", -2.6026896854443837),
                                    ("minute", -2.1972245773362196)],
                               n = 8},
                   koData =
                     ClassData{prior = -2.1972245773362196, unseen = -2.639057329615259,
                               likelihoods =
                                 HashMap.fromList
                                   [("time-of-day (latent)", -1.8718021769015913),
                                    ("hour", -1.8718021769015913)],
                               n = 1}}),
       ("intersect by \",\", \"of\", \"from\", \"'s\"",
        Classifier{okData =
                     ClassData{prior = -0.48665526283817767,
                               unseen = -5.332718793265369,
                               likelihoods =
                                 HashMap.fromList
                                   [("Wednesday<named-month> <day-of-month> (non ordinal)",
                                     -4.634728988229636),
                                    ("dayhour", -3.381966019734268),
                                    ("daymonth", -3.248434627109745),
                                    ("<named-month> <day-of-month> (non ordinal)Friday",
                                     -4.634728988229636),
                                    ("Friday<named-month> <day-of-month> (non ordinal)",
                                     -3.9415818076696905),
                                    ("Wednesdayintersect", -4.634728988229636),
                                    ("Labor Daythis|last|next <cycle>", -4.634728988229636),
                                    ("intersectintersect2", -4.634728988229636),
                                    ("intersect by \",\", \"of\", \"from\", \"'s\"year",
                                     -4.634728988229636),
                                    ("<part-of-day> of <time>February", -4.634728988229636),
                                    ("Saturday<time-of-day> am|pm", -4.634728988229636),
                                    ("Wednesdayintersect2", -4.634728988229636),
                                    ("Martin Luther King's Daythis|last|next <cycle>",
                                     -4.634728988229636),
                                    ("on <date><time-of-day> am|pm", -4.634728988229636),
                                    ("hourmonth", -4.634728988229636),
                                    ("intersect by \",\", \"of\", \"from\", \"'s\"intersect",
                                     -4.634728988229636),
                                    ("dayday", -2.7629268113280445),
                                    ("the <day-of-month> (ordinal)February", -4.229263880121471),
                                    ("intersect2intersect2", -4.634728988229636),
                                    ("WednesdayOctober", -4.634728988229636),
                                    ("Wednesdaythis|last|next <cycle>", -4.229263880121471),
                                    ("intersect<named-month> <day-of-month> (non ordinal)",
                                     -3.7184382563554808),
                                    ("dayyear", -3.0252910757955354),
                                    ("Saturday<named-month> <day-of-month> (non ordinal)",
                                     -4.634728988229636),
                                    ("<named-month> <day-of-month> (non ordinal)intersect",
                                     -4.634728988229636),
                                    ("Thursdayhh:mm", -4.229263880121471),
                                    ("Thanksgiving Daythis|last|next <cycle>", -4.634728988229636),
                                    ("Memorial Daythis|last|next <cycle>", -4.634728988229636),
                                    ("<named-month> <day-of-month> (non ordinal)intersect2",
                                     -4.634728988229636),
                                    ("on <date><named-month> <day-of-month> (non ordinal)",
                                     -4.229263880121471),
                                    ("TuesdayOctober", -4.634728988229636),
                                    ("the <day-of-month> (ordinal)March", -4.634728988229636),
                                    ("Mondaythis|last|next <cycle>", -4.634728988229636),
                                    ("intersect2<named-month> <day-of-month> (non ordinal)",
                                     -3.7184382563554808),
                                    ("Fridayintersect by \",\", \"of\", \"from\", \"'s\"",
                                     -3.9415818076696905),
                                    ("Fridayintersect", -4.634728988229636),
                                    ("Thursday<datetime> - <datetime> (interval)",
                                     -3.9415818076696905),
                                    ("Thursday<time-of-day> - <time-of-day> (interval)",
                                     -3.7184382563554808),
                                    ("Tuesdaythis|last|next <cycle>", -4.634728988229636),
                                    ("Sunday<named-month> <day-of-month> (non ordinal)",
                                     -4.634728988229636),
                                    ("dayminute", -2.3834371896231406),
                                    ("intersect by \",\", \"of\", \"from\", \"'s\"intersect2",
                                     -4.634728988229636),
                                    ("intersect2intersect", -4.634728988229636),
                                    ("intersectyear", -4.634728988229636),
                                    ("minuteday", -3.1306515914533617),
                                    ("this|last|next <cycle>Sunday", -4.634728988229636),
                                    ("Sundaythis|last|next <cycle>", -4.634728988229636),
                                    ("intersectintersect", -4.634728988229636),
                                    ("weekday", -4.634728988229636),
                                    ("dayweek", -3.536116699561526),
                                    ("intersect2year", -4.634728988229636),
                                    ("Thursday<time-of-day> am|pm", -4.634728988229636),
                                    ("Monday<named-month> <day-of-month> (non ordinal)",
                                     -4.229263880121471),
                                    ("Fridayintersect2", -4.634728988229636),
                                    ("<named-month> <day-of-month> (non ordinal)year",
                                     -4.229263880121471)],
                               n = 67},
                   koData =
                     ClassData{prior = -0.9536782639457754, unseen = -5.056245805348308,
                               likelihoods =
                                 HashMap.fromList
                                   [("daymonth", -2.005333569526114),
                                    ("TuesdaySeptember", -4.356708826689592),
                                    ("Wednesdayintersect", -4.356708826689592),
                                    ("intersectintersect2", -4.356708826689592),
                                    ("Wednesdayintersect2", -4.356708826689592),
                                    ("intersect by \",\", \"of\", \"from\", \"'s\"intersect",
                                     -4.356708826689592),
                                    ("SundayFebruary", -4.356708826689592),
                                    ("intersect2intersect2", -4.356708826689592),
                                    ("WednesdayOctober", -4.356708826689592),
                                    ("FridayJuly", -3.951243718581427),
                                    ("<named-month> <day-of-month> (non ordinal)intersect",
                                     -4.356708826689592),
                                    ("FridaySeptember", -4.356708826689592),
                                    ("WednesdayFebruary", -4.356708826689592),
                                    ("minutemonth", -2.8526314299133175),
                                    ("<named-month> <day-of-month> (non ordinal)intersect2",
                                     -4.356708826689592),
                                    ("SundayMarch", -4.356708826689592),
                                    ("Fridayintersect by \",\", \"of\", \"from\", \"'s\"",
                                     -3.951243718581427),
                                    ("MondayFebruary", -3.951243718581427),
                                    ("Tuesdayintersect2", -4.356708826689592),
                                    ("Fridayintersect", -4.356708826689592),
                                    ("Thursday<time-of-day> - <time-of-day> (interval)",
                                     -3.951243718581427),
                                    ("dayminute", -2.341805806147327),
                                    ("intersect by \",\", \"of\", \"from\", \"'s\"intersect2",
                                     -4.356708826689592),
                                    ("intersect2intersect", -4.356708826689592),
                                    ("SaturdaySeptember", -4.356708826689592),
                                    ("intersectSeptember", -3.4404180948154366),
                                    ("MondayMarch", -4.356708826689592),
                                    ("intersect2September", -3.4404180948154366),
                                    ("on <date>September", -3.951243718581427),
                                    ("intersectintersect", -4.356708826689592),
                                    ("Sundayintersect2", -4.356708826689592),
                                    ("Fridayintersect2", -4.356708826689592),
                                    ("Tuesdayintersect", -4.356708826689592),
                                    ("Sundayintersect", -4.356708826689592)],
                               n = 42}}),
       ("last <time>",
        Classifier{okData =
                     ClassData{prior = -1.2729656758128873, unseen = -3.295836866004329,
                               likelihoods =
                                 HashMap.fromList
                                   [("Father's Day", -2.5649493574615367),
                                    ("Martin Luther King's Day", -2.5649493574615367),
                                    ("Memorial Day", -2.5649493574615367),
                                    ("Mother's Day", -2.5649493574615367),
                                    ("day", -1.3121863889661687), ("Sunday", -2.5649493574615367),
                                    ("hour", -2.5649493574615367), ("Tuesday", -2.5649493574615367),
                                    ("week-end", -2.5649493574615367)],
                               n = 7},
                   koData =
                     ClassData{prior = -0.3285040669720361, unseen = -3.891820298110627,
                               likelihoods =
                                 HashMap.fromList
                                   [("Monday", -3.1780538303479458), ("day", -2.2617630984737906),
                                    ("Sunday", -3.1780538303479458),
                                    ("time-of-day (latent)", -1.1631508098056809),
                                    ("intersect by \",\", \"of\", \"from\", \"'s\"",
                                     -2.772588722239781),
                                    ("hour", -1.1631508098056809)],
                               n = 18}}),
       ("March",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -2.772588722239781,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 14},
                   koData =
                     ClassData{prior = -infinity, unseen = -0.6931471805599453,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("<named-month>|<named-day> <day-of-month> (ordinal)",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -3.0910424533583156,
                               likelihoods =
                                 HashMap.fromList
                                   [("Octoberordinal (digits)", -1.9459101490553135),
                                    ("Thursdayordinal (digits)", -2.3513752571634776),
                                    ("day", -1.9459101490553135),
                                    ("Marchordinals (first..twentieth,thirtieth,...)",
                                     -1.9459101490553135),
                                    ("Tuesdayordinal (digits)", -2.3513752571634776),
                                    ("month", -1.252762968495368),
                                    ("Marchordinal (digits)", -2.3513752571634776)],
                               n = 7},
                   koData =
                     ClassData{prior = -infinity, unseen = -2.0794415416798357,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("Labor Day weekend",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -1.0986122886681098,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 1},
                   koData =
                     ClassData{prior = -infinity, unseen = -0.6931471805599453,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("<day-of-month> (ordinal)",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -1.0986122886681098,
                               likelihoods = HashMap.fromList [("ordinal (digits)", 0.0)], n = 1},
                   koData =
                     ClassData{prior = -infinity, unseen = -0.6931471805599453,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("Christmas",
        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-of-day>",
        Classifier{okData =
                     ClassData{prior = -1.2039728043259361,
                               unseen = -3.0910424533583156,
                               likelihoods =
                                 HashMap.fromList
                                   [("time-of-day (latent)", -2.3513752571634776),
                                    ("<time-of-day> am|pm", -1.6582280766035324),
                                    ("hh:mm", -1.9459101490553135), ("hour", -1.9459101490553135),
                                    ("minute", -1.4350845252893227)],
                               n = 6},
                   koData =
                     ClassData{prior = -0.35667494393873245,
                               unseen = -3.6375861597263857,
                               likelihoods =
                                 HashMap.fromList
                                   [("intersect2", -2.001480000210124),
                                    ("intersect", -2.001480000210124),
                                    ("yesterday", -2.512305623976115), ("day", -2.512305623976115),
                                    ("hh:mm", -2.001480000210124), ("hour", -2.512305623976115),
                                    ("minute", -1.213022639845854)],
                               n = 14}}),
       ("<duration> after|before|from <time>",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -3.0910424533583156,
                               likelihoods =
                                 HashMap.fromList
                                   [("a <unit-of-duration>now", -2.3513752571634776),
                                    ("a <unit-of-duration>Christmas", -2.3513752571634776),
                                    ("<integer> <unit-of-duration>today", -2.3513752571634776),
                                    ("secondsecond", -2.3513752571634776),
                                    ("daysecond", -2.3513752571634776),
                                    ("<integer> <unit-of-duration>Christmas", -2.3513752571634776),
                                    ("yearday", -1.6582280766035324),
                                    ("minutesecond", -2.3513752571634776),
                                    ("<integer> <unit-of-duration>now", -1.9459101490553135)],
                               n = 6},
                   koData =
                     ClassData{prior = -infinity, unseen = -2.3025850929940455,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("Independence Day",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -1.0986122886681098,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 1},
                   koData =
                     ClassData{prior = -infinity, unseen = -0.6931471805599453,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("decimal number",
        Classifier{okData =
                     ClassData{prior = -infinity, unseen = -0.6931471805599453,
                               likelihoods = HashMap.fromList [], n = 0},
                   koData =
                     ClassData{prior = 0.0, unseen = -1.0986122886681098,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
       ("next <time>",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -3.5263605246161616,
                               likelihoods =
                                 HashMap.fromList
                                   [("Martin Luther King's Day", -2.803360380906535),
                                    ("Halloween", -2.803360380906535),
                                    ("Wednesday", -2.803360380906535),
                                    ("Memorial Day", -2.803360380906535),
                                    ("Monday", -2.803360380906535),
                                    ("Mother's Day", -2.803360380906535),
                                    ("day", -1.0986122886681098),
                                    ("Thanksgiving Day", -2.803360380906535),
                                    ("March", -2.803360380906535), ("month", -2.803360380906535),
                                    ("Tuesday", -2.1102132003465894)],
                               n = 11},
                   koData =
                     ClassData{prior = -infinity, unseen = -2.4849066497880004,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("<time-of-day> sharp|exactly",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -2.890371757896165,
                               likelihoods =
                                 HashMap.fromList
                                   [("at <time-of-day>", -2.1400661634962708),
                                    ("time-of-day (latent)", -2.1400661634962708),
                                    ("hhmm (latent)", -2.1400661634962708),
                                    ("<time-of-day> am|pm", -2.1400661634962708),
                                    ("hh:mm", -2.1400661634962708), ("hour", -1.7346010553881064),
                                    ("minute", -1.4469189829363254)],
                               n = 5},
                   koData =
                     ClassData{prior = -infinity, unseen = -2.0794415416798357,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("Memorial Day Weekend",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -1.0986122886681098,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 1},
                   koData =
                     ClassData{prior = -infinity, unseen = -0.6931471805599453,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("negative numbers",
        Classifier{okData =
                     ClassData{prior = -infinity, unseen = -0.6931471805599453,
                               likelihoods = HashMap.fromList [], n = 0},
                   koData =
                     ClassData{prior = 0.0, unseen = -2.995732273553991,
                               likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
                               n = 18}}),
       ("about|exactly <duration>",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -1.6094379124341003,
                               likelihoods =
                                 HashMap.fromList
                                   [("half an hour", -0.6931471805599453),
                                    ("minute", -0.6931471805599453)],
                               n = 1},
                   koData =
                     ClassData{prior = -infinity, unseen = -1.0986122886681098,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("<time> before last|after next",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -2.639057329615259,
                               likelihoods =
                                 HashMap.fromList
                                   [("Wednesday", -1.8718021769015913),
                                    ("Friday", -1.466337068793427), ("day", -1.1786549963416462),
                                    ("March", -1.8718021769015913), ("month", -1.8718021769015913)],
                               n = 4},
                   koData =
                     ClassData{prior = -infinity, unseen = -1.791759469228055,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("by the end of <time>",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -1.6094379124341003,
                               likelihoods =
                                 HashMap.fromList
                                   [("this|last|next <cycle>", -0.6931471805599453),
                                    ("month", -0.6931471805599453)],
                               n = 1},
                   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}}),
       ("<datetime> - <datetime> (interval)",
        Classifier{okData =
                     ClassData{prior = -0.661398482245365, unseen = -3.9318256327243257,
                               likelihoods =
                                 HashMap.fromList
                                   [("minuteminute", -1.5141277326297755),
                                    ("hh:mmhh:mm", -1.7147984280919266),
                                    ("dayday", -2.8134107167600364),
                                    ("hourhour", -2.3025850929940455),
                                    ("<named-month> <day-of-month> (non ordinal)<named-month> <day-of-month> (non ordinal)",
                                     -2.8134107167600364),
                                    ("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
                                     -2.8134107167600364),
                                    ("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
                                     -3.2188758248682006),
                                    ("<time-of-day> am|pm<time-of-day> am|pm",
                                     -2.5257286443082556)],
                               n = 16},
                   koData =
                     ClassData{prior = -0.7259370033829361, unseen = -3.891820298110627,
                               likelihoods =
                                 HashMap.fromList
                                   [("<named-month> <day-of-month> (non ordinal)July",
                                     -3.1780538303479458),
                                    ("daymonth", -2.772588722239781),
                                    ("<time-of-day> am|pmintersect", -3.1780538303479458),
                                    ("hh:mm<time-of-day> am|pm", -2.772588722239781),
                                    ("minuteminute", -1.6739764335716716),
                                    ("hourhour", -2.4849066497880004),
                                    ("minutehour", -2.772588722239781),
                                    ("hh:mmintersect", -2.2617630984737906),
                                    ("<named-month> <day-of-month> (non ordinal)August",
                                     -3.1780538303479458),
                                    ("about|exactly <time-of-day><time-of-day> am|pm",
                                     -3.1780538303479458),
                                    ("hh:mmintersect2", -2.2617630984737906),
                                    ("<time-of-day> am|pmintersect2", -3.1780538303479458)],
                               n = 15}}),
       ("Tuesday",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -2.639057329615259,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 12},
                   koData =
                     ClassData{prior = -infinity, unseen = -0.6931471805599453,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("New Year's Day",
        Classifier{okData =
                     ClassData{prior = -0.6931471805599453,
                               unseen = -1.3862943611198906,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 2},
                   koData =
                     ClassData{prior = -0.6931471805599453,
                               unseen = -1.3862943611198906,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),
       ("fortnight",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -1.3862943611198906,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 2},
                   koData =
                     ClassData{prior = -infinity, unseen = -0.6931471805599453,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("<integer> and an half hour",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -1.0986122886681098,
                               likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
                               n = 1},
                   koData =
                     ClassData{prior = -infinity, unseen = -0.6931471805599453,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("in <named-month>",
        Classifier{okData =
                     ClassData{prior = -0.40546510810816444,
                               unseen = -2.0794415416798357,
                               likelihoods =
                                 HashMap.fromList
                                   [("October", -1.252762968495368), ("March", -1.252762968495368),
                                    ("month", -0.8472978603872037)],
                               n = 2},
                   koData =
                     ClassData{prior = -1.0986122886681098, unseen = -1.791759469228055,
                               likelihoods =
                                 HashMap.fromList
                                   [("October", -0.916290731874155), ("month", -0.916290731874155)],
                               n = 1}}),
       ("<time-of-day> - <time-of-day> (interval)",
        Classifier{okData =
                     ClassData{prior = -0.8574502318512216,
                               unseen = -3.7376696182833684,
                               likelihoods =
                                 HashMap.fromList
                                   [("minuteminute", -1.5163474893680884),
                                    ("hh:mmhh:mm", -1.5163474893680884),
                                    ("<time-of-day> am|pmtime-of-day (latent)", -2.327277705584417),
                                    ("hourhour", -1.7676619176489945),
                                    ("<time-of-day> am|pm<time-of-day> am|pm", -2.327277705584417)],
                               n = 14},
                   koData =
                     ClassData{prior = -0.5520685823000397, unseen = -3.951243718581427,
                               likelihoods =
                                 HashMap.fromList
                                   [("about|exactly <time-of-day>time-of-day (latent)",
                                     -3.2386784521643803),
                                    ("hh:mmtime-of-day (latent)", -1.5339303599259553),
                                    ("hh:mm<time-of-day> am|pm", -2.833213344056216),
                                    ("<time-of-day> am|pmtime-of-day (latent)",
                                     -3.2386784521643803),
                                    ("at <time-of-day><time-of-day> am|pm", -3.2386784521643803),
                                    ("hourhour", -2.1400661634962708),
                                    ("minutehour", -1.2237754316221157),
                                    ("about|exactly <time-of-day><time-of-day> am|pm",
                                     -3.2386784521643803),
                                    ("at <time-of-day>time-of-day (latent)", -3.2386784521643803),
                                    ("<integer> to|till|before <hour-of-day>time-of-day (latent)",
                                     -2.833213344056216)],
                               n = 19}}),
       ("nth <time> after <time>",
        Classifier{okData =
                     ClassData{prior = -0.40546510810816444,
                               unseen = -2.1972245773362196,
                               likelihoods =
                                 HashMap.fromList
                                   [("dayday", -0.9808292530117262),
                                    ("ordinals (first..twentieth,thirtieth,...)Tuesdayintersect",
                                     -1.3862943611198906),
                                    ("ordinals (first..twentieth,thirtieth,...)Tuesdayintersect2",
                                     -1.3862943611198906)],
                               n = 2},
                   koData =
                     ClassData{prior = -1.0986122886681098,
                               unseen = -1.9459101490553135,
                               likelihoods =
                                 HashMap.fromList
                                   [("dayday", -1.0986122886681098),
                                    ("ordinals (first..twentieth,thirtieth,...)TuesdayChristmas",
                                     -1.0986122886681098)],
                               n = 1}}),
       ("<named-month> <day-of-month> (non ordinal)",
        Classifier{okData =
                     ClassData{prior = -0.25131442828090605,
                               unseen = -3.9318256327243257,
                               likelihoods =
                                 HashMap.fromList
                                   [("Augustinteger (numeric)", -2.5257286443082556),
                                    ("Marchinteger (numeric)", -2.8134107167600364),
                                    ("Aprilinteger (numeric)", -3.2188758248682006),
                                    ("month", -0.8209805520698302),
                                    ("Februaryinteger (numeric)", -1.9661128563728327),
                                    ("Septemberinteger (numeric)", -2.8134107167600364),
                                    ("Octoberinteger (numeric)", -2.8134107167600364),
                                    ("Julyinteger (numeric)", -2.120263536200091)],
                               n = 21},
                   koData =
                     ClassData{prior = -1.5040773967762742, unseen = -3.044522437723423,
                               likelihoods =
                                 HashMap.fromList
                                   [("Marchinteger (numeric)", -2.3025850929940455),
                                    ("Aprilinteger (numeric)", -2.3025850929940455),
                                    ("month", -1.0498221244986778),
                                    ("Julyinteger (numeric)", -1.3862943611198906)],
                               n = 6}}),
       ("this|next <day-of-week>",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -2.995732273553991,
                               likelihoods =
                                 HashMap.fromList
                                   [("Thursday", -2.2512917986064953),
                                    ("Wednesday", -2.2512917986064953),
                                    ("Monday", -1.845826690498331), ("day", -0.8649974374866046),
                                    ("Tuesday", -1.55814461804655)],
                               n = 7},
                   koData =
                     ClassData{prior = -infinity, unseen = -1.791759469228055,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("ordinal (digits)",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -3.1780538303479458,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 22},
                   koData =
                     ClassData{prior = -infinity, unseen = -0.6931471805599453,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("quarter (grain)",
        Classifier{okData =
                     ClassData{prior = -0.2876820724517809, unseen = -2.639057329615259,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 12},
                   koData =
                     ClassData{prior = -1.3862943611198906, unseen = -1.791759469228055,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),
       ("last <cycle> of <time>",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -3.295836866004329,
                               likelihoods =
                                 HashMap.fromList
                                   [("day (grain)October", -2.159484249353372),
                                    ("daymonth", -1.3121863889661687),
                                    ("day (grain)intersect", -2.159484249353372),
                                    ("day (grain)intersect2", -2.159484249353372),
                                    ("weekmonth", -1.8718021769015913),
                                    ("week (grain)intersect", -2.5649493574615367),
                                    ("week (grain)September", -2.5649493574615367),
                                    ("week (grain)intersect2", -2.5649493574615367)],
                               n = 9},
                   koData =
                     ClassData{prior = -infinity, unseen = -2.1972245773362196,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("seasons",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -1.6094379124341003,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 3},
                   koData =
                     ClassData{prior = -infinity, unseen = -0.6931471805599453,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("<day-of-month>(ordinal) <named-month> year",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -1.6094379124341003,
                               likelihoods =
                                 HashMap.fromList
                                   [("ordinal (digits)April", -0.6931471805599453),
                                    ("month", -0.6931471805599453)],
                               n = 1},
                   koData =
                     ClassData{prior = -infinity, unseen = -1.0986122886681098,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("Labor Day",
        Classifier{okData =
                     ClassData{prior = -0.2876820724517809,
                               unseen = -1.6094379124341003,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 3},
                   koData =
                     ClassData{prior = -1.3862943611198906,
                               unseen = -1.0986122886681098,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
       ("week-end",
        Classifier{okData =
                     ClassData{prior = -0.6931471805599453,
                               unseen = -1.3862943611198906,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 2},
                   koData =
                     ClassData{prior = -0.6931471805599453,
                               unseen = -1.3862943611198906,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),
       ("after <time-of-day>",
        Classifier{okData =
                     ClassData{prior = -1.791759469228055, unseen = -2.5649493574615367,
                               likelihoods =
                                 HashMap.fromList
                                   [("time-of-day (latent)", -1.791759469228055),
                                    ("<time-of-day> am|pm", -1.791759469228055),
                                    ("hour", -1.3862943611198906)],
                               n = 2},
                   koData =
                     ClassData{prior = -0.1823215567939546, unseen = -3.367295829986474,
                               likelihoods =
                                 HashMap.fromList
                                   [("intersect2", -2.2335922215070942),
                                    ("intersect", -2.2335922215070942),
                                    ("tomorrow", -2.2335922215070942), ("day", -1.3862943611198906),
                                    ("time-of-day (latent)", -2.639057329615259),
                                    ("<time-of-day> am|pm", -2.639057329615259),
                                    ("Christmas", -2.2335922215070942),
                                    ("hour", -1.7227665977411035)],
                               n = 10}}),
       ("day (grain)",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -3.1354942159291497,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 21},
                   koData =
                     ClassData{prior = -infinity, unseen = -0.6931471805599453,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("between <time> and <time>",
        Classifier{okData =
                     ClassData{prior = -1.3862943611198906,
                               unseen = -2.5649493574615367,
                               likelihoods =
                                 HashMap.fromList
                                   [("minuteminute", -1.0986122886681098),
                                    ("hh:mmhh:mm", -1.0986122886681098)],
                               n = 3},
                   koData =
                     ClassData{prior = -0.2876820724517809,
                               unseen = -3.2188758248682006,
                               likelihoods =
                                 HashMap.fromList
                                   [("hh:mmtime-of-day (latent)", -1.791759469228055),
                                    ("minuteminute", -1.2321436812926323),
                                    ("minutehour", -1.791759469228055),
                                    ("hh:mmintersect", -1.791759469228055),
                                    ("hh:mmintersect2", -1.791759469228055)],
                               n = 9}}),
       ("<month> dd-dd (interval)",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -2.3978952727983707,
                               likelihoods =
                                 HashMap.fromList
                                   [("July", -0.6931471805599453), ("month", -0.6931471805599453)],
                               n = 4},
                   koData =
                     ClassData{prior = -infinity, unseen = -1.0986122886681098,
                               likelihoods = HashMap.fromList [], n = 0}}),
       ("part of days",
        Classifier{okData =
                     ClassData{prior = -4.445176257083381e-2,
                               unseen = -3.1780538303479458,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 22},
                   koData =
                     ClassData{prior = -3.1354942159291497,
                               unseen = -1.0986122886681098,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
       ("this <time>",
        Classifier{okData =
                     ClassData{prior = -8.004270767353637e-2,
                               unseen = -3.58351893845611,
                               likelihoods =
                                 HashMap.fromList
                                   [("Thursday", -2.8622008809294686),
                                    ("Martin Luther King's Day", -2.8622008809294686),
                                    ("intersect2", -2.8622008809294686),
                                    ("intersect", -2.8622008809294686),
                                    ("Monday", -2.8622008809294686), ("day", -1.4759065198095778),
                                    ("Thanksgiving Day", -2.8622008809294686),
                                    ("hour", -1.7635885922613588), ("seasons", -2.169053700369523),
                                    ("week-end", -2.8622008809294686),
                                    ("part of days", -2.456735772821304)],
                               n = 12},
                   koData =
                     ClassData{prior = -2.5649493574615367, unseen = -2.639057329615259,
                               likelihoods =
                                 HashMap.fromList
                                   [("hour", -1.8718021769015913),
                                    ("part of days", -1.8718021769015913)],
                               n = 1}}),
       ("August",
        Classifier{okData =
                     ClassData{prior = 0.0, unseen = -1.6094379124341003,
                               likelihoods = HashMap.fromList [("", 0.0)], n = 3},
                   koData =
                     ClassData{prior = -infinity, unseen = -0.6931471805599453,
                               likelihoods = HashMap.fromList [], n = 0}})]