{-# LANGUAGE OverloadedStrings #-}
module Duckling.Ranking.Classifiers.EL_XX (classifiers) where
import Data.String
import Prelude
import qualified Data.HashMap.Strict as HashMap
import Duckling.Ranking.Types
classifiers :: Classifiers
classifiers
= HashMap.fromList
[("midnight",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("last <cycle> <time>'s'",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.5553480614894135,
likelihoods =
HashMap.fromList
[("daymonth", -1.128465251817791),
("week (grain)intersect by 'of', 'from', 's",
-2.833213344056216),
("day (grain)intersect", -2.4277482359480516),
("weekmonth", -2.1400661634962708),
("day (grain)intersect by 'of', 'from', 's",
-2.4277482359480516),
("week (grain)intersect", -2.833213344056216),
("day (grain)absorption of article before time",
-1.580450375560848),
("week (grain)September", -2.833213344056216)],
n = 13},
koData =
ClassData{prior = -infinity, unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [], n = 0}}),
("<time> timezone",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.044522437723423,
likelihoods =
HashMap.fromList
[("at <time-of-day>", -1.8971199848858813),
("absorption of article before time", -1.8971199848858813),
("<time-of-day> am|pm", -2.3025850929940455),
("hh:mm", -1.8971199848858813), ("hour", -1.2039728043259361),
("minute", -1.8971199848858813)],
n = 7},
koData =
ClassData{prior = -infinity, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0}}),
("ordinals (1st..12th, 20th, 30th..90th)",
Classifier{okData =
ClassData{prior = -0.9480394301887354,
unseen = -3.4965075614664802,
likelihoods = HashMap.fromList [("", 0.0)], n = 31},
koData =
ClassData{prior = -0.4902063365632549,
unseen = -3.9318256327243257,
likelihoods = HashMap.fromList [("", 0.0)], n = 49}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.6150455928747536, unseen = -5.272999558563747,
likelihoods = HashMap.fromList [("", 0.0)], n = 193},
koData =
ClassData{prior = -0.7778693539554407, unseen = -5.111987788356543,
likelihoods = HashMap.fromList [("", 0.0)], n = 164}}),
("<integer> and a half <grain>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("hour", -0.6931471805599453),
("integer (numeric)hour (grain)", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("<duration> hence|ago",
Classifier{okData =
ClassData{prior = -2.1972245773362196,
unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("day", -1.252762968495368),
("<integer> <unit-of-duration>", -1.252762968495368)],
n = 1},
koData =
ClassData{prior = -0.11778303565638351,
unseen = -3.0910424533583156,
likelihoods =
HashMap.fromList
[("day", -2.3513752571634776), ("year", -2.3513752571634776),
("<integer> <unit-of-duration>", -1.0986122886681098),
("quarter of an hour", -1.9459101490553135),
("minute", -1.0986122886681098)],
n = 8}}),
("Father's Day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("thursday",
Classifier{okData =
ClassData{prior = -0.12783337150988489,
unseen = -3.1780538303479458,
likelihoods = HashMap.fromList [("", 0.0)], n = 22},
koData =
ClassData{prior = -2.120263536200091, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("few",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("fall",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<named-month> <day-of-month> (ordinal or number)",
Classifier{okData =
ClassData{prior = -1.6094379124341003,
unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("month", -1.252762968495368),
("Julyinteger (numeric)", -1.252762968495368)],
n = 1},
koData =
ClassData{prior = -0.2231435513142097, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("absorption of article before timeinteger (numeric)",
-1.8718021769015913),
("Augustinteger (numeric)", -1.8718021769015913),
("Aprilinteger (numeric)", -1.8718021769015913),
("month", -0.9555114450274363),
("Julyinteger (numeric)", -1.8718021769015913)],
n = 4}}),
("<time-of-day> approximately",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -1.252762968495368),
("<time-of-day> am|pm", -1.252762968495368),
("hour", -0.8472978603872037)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("<day-of-month> (ordinal or number) <named-month>",
Classifier{okData =
ClassData{prior = -0.24214005200486485,
unseen = -5.147494476813453,
likelihoods =
HashMap.fromList
[("integer (numeric)absorption of article before time",
-2.8390784635086144),
("ordinals (1st..12th, 20th, 30th..90th)absorption of article before time",
-4.04305126783455),
("ordinal (digits)October", -4.04305126783455),
("integer (numeric)September", -2.9444389791664407),
("ordinals (1st..12th, 20th, 30th..90th)September",
-3.5322256440685593),
("integer (numeric)December", -4.448516375942715),
("ordinals (1st..12th, 20th, 30th..90th)May",
-4.448516375942715),
("number (0..19, 20, 30..90)April", -4.448516375942715),
("ordinal (digits)August", -4.448516375942715),
("number (0..19, 20, 30..90)March", -4.448516375942715),
("ordinal (digits)February", -3.5322256440685593),
("integer (numeric)April", -3.5322256440685593),
("ordinals (1st..12th, 20th, 30th..90th)April",
-3.7553691953827695),
("integer (numeric)August", -3.7553691953827695),
("integer (numeric)February", -2.743768283704289),
("ordinals (1st..12th, 20th, 30th..90th)February",
-4.448516375942715),
("month", -0.8375984632984902),
("ordinal (digits)March", -4.04305126783455),
("ordinals (1st..12th, 20th, 30th..90th)October",
-3.5322256440685593),
("ordinals (1st..12th, 20th, 30th..90th)January",
-4.448516375942715),
("integer (numeric)July", -3.5322256440685593),
("integer (numeric)March", -4.04305126783455),
("ordinals (1st..12th, 20th, 30th..90th)March",
-3.349904087274605)],
n = 73},
koData =
ClassData{prior = -1.536867219599265, unseen = -4.189654742026425,
likelihoods =
HashMap.fromList
[("integer (numeric)absorption of article before time",
-2.382627800667582),
("ordinals (1st..12th, 20th, 30th..90th)absorption of article before time",
-2.5649493574615367),
("ordinal (digits)October", -3.481240089335692),
("ordinal (digits)July", -3.481240089335692),
("integer (numeric)September", -3.0757749812275272),
("ordinal (digits)August", -3.0757749812275272),
("ordinal (digits)April", -3.481240089335692),
("month", -1.129864832172214),
("integer (numeric)July", -2.5649493574615367)],
n = 20}}),
("<time> <part-of-day>",
Classifier{okData =
ClassData{prior = -9.038406146826906e-2,
unseen = -5.231108616854587,
likelihoods =
HashMap.fromList
[("dayhour", -2.134704220354885),
("time-of-day (latent)absorption of article before time",
-3.4339872044851463),
("<time-of-day> o'clockabsorption of article before time",
-4.532599493153256),
("mondayearly morning", -4.532599493153256),
("tomorrowafternoon", -4.532599493153256),
("absorption of article before timeabsorption of article before time",
-3.6163087612791007),
("yesterdayabsorption of article before time",
-4.532599493153256),
("hourhour", -1.44155703979494),
("<time-of-day> o'clockin|during the <part-of-day>",
-4.532599493153256),
("todayin|during the <part-of-day>", -4.532599493153256),
("until <time-of-day>morning", -4.532599493153256),
("minutehour", -2.8278514009148306),
("tonightin|during the <part-of-day>", -4.532599493153256),
("at <time-of-day>in|during the <part-of-day>",
-3.6163087612791007),
("intersectafternoon", -4.127134385045092),
("tomorrowevening", -4.532599493153256),
("absorption of article before timein|during the <part-of-day>",
-3.6163087612791007),
("time-of-day (latent)morning", -4.532599493153256),
("yesterdayin|during the <part-of-day>", -4.532599493153256),
("intersectin|during the <part-of-day>", -3.2798365246578878),
("tonightabsorption of article before time",
-4.532599493153256),
("todayabsorption of article before time", -4.532599493153256),
("at <time-of-day>absorption of article before time",
-3.6163087612791007),
("hh:mmabsorption of article before time", -3.8394523125933104),
("intersectabsorption of article before time",
-3.2798365246578878),
("tomorrowin|during the <part-of-day>", -3.4339872044851463),
("hh:mmin|during the <part-of-day>", -3.8394523125933104),
("time-of-day (latent)in|during the <part-of-day>",
-3.4339872044851463),
("mondaymorning", -4.127134385045092),
("absorption of article before timemorning",
-4.532599493153256),
("todaymorning", -4.532599493153256),
("<day-of-month> (ordinal or number) <named-month>morning",
-4.532599493153256),
("tomorrowabsorption of article before time",
-3.4339872044851463)],
n = 74},
koData =
ClassData{prior = -2.4485390056171257, unseen = -3.970291913552122,
likelihoods =
HashMap.fromList
[("yearhour", -2.8526314299133175),
("time-of-day (latent)absorption of article before time",
-2.8526314299133175),
("monthhour", -3.258096538021482),
("year (latent)absorption of article before time",
-3.258096538021482),
("hourhour", -2.341805806147327),
("year (latent)in|during the <part-of-day>",
-3.258096538021482),
("Februarymorning", -3.258096538021482),
("time-of-day (latent)in|during the <part-of-day>",
-2.8526314299133175)],
n = 7}}),
("dd/mm",
Classifier{okData =
ClassData{prior = -3.1354942159291497,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -4.445176257083381e-2,
unseen = -3.1780538303479458,
likelihoods = HashMap.fromList [("", 0.0)], n = 22}}),
("today",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("at <time-of-day>",
Classifier{okData =
ClassData{prior = -9.716374845364774e-2,
unseen = -4.663439094112067,
likelihoods =
HashMap.fromList
[("half after|past <integer> (hour-of-day)", -3.960813169597578),
("<time-of-day> am|pm (verbose)", -3.5553480614894135),
("time-of-day (latent)", -1.3581234841531944),
("<time-of-day> am|pm", -1.8207470061013074),
("hh:mm", -3.044522437723423), ("hour", -0.916290731874155),
("minute", -2.456735772821304)],
n = 49},
koData =
ClassData{prior = -2.379546134130174, unseen = -2.890371757896165,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -1.041453874828161),
("hour", -1.041453874828161)],
n = 5}}),
("December",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("absorption of , after named day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.4965075614664802,
likelihoods =
HashMap.fromList
[("wednesday", -2.772588722239781),
("saturday", -2.772588722239781),
("absorption of article before time", -2.367123614131617),
("monday", -2.367123614131617), ("friday", -2.0794415416798357),
("day", -0.9007865453381898), ("sunday", -2.772588722239781),
("tuesday", -2.367123614131617)],
n = 12},
koData =
ClassData{prior = -infinity, unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [], n = 0}}),
("September",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.044522437723423,
likelihoods = HashMap.fromList [("", 0.0)], n = 19},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("tonight",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("revolution day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("between <time-of-day> and <time-of-day> (interval)",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("minuteminute", -1.791759469228055),
("hh:mmhh:mm", -1.791759469228055),
("hourminute", -1.791759469228055),
("time-of-day (latent)hh:mm", -1.791759469228055)],
n = 2},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -1.791759469228055),
("time-of-day (latent)time-of-day (latent)",
-1.791759469228055),
("hourhour", -1.791759469228055),
("minutehour", -1.791759469228055)],
n = 2}}),
("between <datetime> and <datetime> (interval)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("minuteminute", -0.6931471805599453),
("hh:mmhh:mm", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("October",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.295836866004329,
likelihoods = HashMap.fromList [("", 0.0)], n = 25},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("month (grain)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3025850929940455,
likelihoods = HashMap.fromList [("", 0.0)], n = 8},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<integer> more <unit-of-duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("integer (numeric)minute (grain)", -0.6931471805599453),
("minute", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("wednesday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3978952727983707,
likelihoods = HashMap.fromList [("", 0.0)], n = 9},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("number (0..19, 20, 30..90)",
Classifier{okData =
ClassData{prior = -0.11441035117774422,
unseen = -3.5553480614894135,
likelihoods = HashMap.fromList [("", 0.0)], n = 33},
koData =
ClassData{prior = -2.2246235515243336, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),
("hh(:mm) - <time-of-day> am|pm (verbose)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("January",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<time-of-day> o'clock",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("<integer> + '\"",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("November",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("July",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.833213344056216,
likelihoods = HashMap.fromList [("", 0.0)], n = 15},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("hour (grain)",
Classifier{okData =
ClassData{prior = -0.5260930958967791, unseen = -2.70805020110221,
likelihoods = HashMap.fromList [("", 0.0)], n = 13},
koData =
ClassData{prior = -0.8938178760220964,
unseen = -2.3978952727983707,
likelihoods = HashMap.fromList [("", 0.0)], n = 9}}),
("in <duration> from <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("secondsecond", -1.5040773967762742),
("daysecond", -1.0986122886681098),
("<integer> <unit-of-duration>now", -0.8109302162163288)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("<ordinal> quarter",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("ordinals (1st..12th, 20th, 30th..90th)quarter (grain)",
-1.0986122886681098),
("ordinal (digits)quarter (grain)", -1.5040773967762742),
("quarter", -0.8109302162163288)],
n = 3},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("ordinal (digits)quarter (grain)", -0.8109302162163288),
("quarter", -0.8109302162163288)],
n = 3}}),
("saturday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Last year",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3978952727983707,
likelihoods = HashMap.fromList [("", 0.0)], n = 9},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("May",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.42294807088851183,
unseen = -6.862757913051402,
likelihoods =
HashMap.fromList
[("tuesdaySeptember", -5.25227342804663),
("Father's Dayabsorption of article before time",
-6.168564159920785),
("last <cycle> <time>'s'absorption of article before time",
-5.47541697936084),
("hourday", -4.296761983019193),
("dayhour", -2.3619016701504654),
("daymonth", -3.8171889027573074),
("monthyear", -3.7706688871224143),
("<time-of-day> am|pmabsorption of article before time",
-4.028497996424514),
("tuesdaythis <cycle>", -6.168564159920785),
("last <day-of-week> of <time>absorption of article before time",
-6.168564159920785),
("wednesdayintersect", -5.069951871252675),
("absorption of article before timeabsorption of , after named day",
-6.168564159920785),
("houryear", -6.168564159920785),
("absorption of article before timeat <time-of-day>",
-5.47541697936084),
("absorption of article before time<day-of-month> (ordinal or number) <named-month>",
-5.25227342804663),
("absorption of article before time<time> <part-of-day>",
-5.47541697936084),
("Octoberabsorption of article before time", -5.47541697936084),
("intersect<day-of-month> (ordinal or number) <named-month>",
-4.296761983019193),
("intersect by 'of', 'from', 'syear", -6.168564159920785),
("<time-of-day> am|pmintersect", -4.664486763144511),
("intersectat <time-of-day>", -5.76309905181262),
("thursday<day-of-month> ( ordinal) <named-month> year",
-6.168564159920785),
("saturday<time-of-day> am|pm", -5.76309905181262),
("saturdayat <time-of-day>", -5.76309905181262),
("after tomorrowat <time-of-day>", -6.168564159920785),
("intersect<time-of-day> am|pm", -6.168564159920785),
("<part-of-day> of <time>February", -6.168564159920785),
("absorption of article before timeOctober", -5.76309905181262),
("<time-of-day> o'clockabsorption of article before time",
-6.168564159920785),
("after tomorrow<time-of-day> am|pm", -5.76309905181262),
("wednesdayabsorption of article before time",
-4.664486763144511),
("Marchabsorption of article before time", -6.168564159920785),
("wednesdayat <time-of-day>", -5.76309905181262),
("intersect by ','<time-of-day> am|pm", -5.25227342804663),
("thursdayhh(:mm) - <time-of-day> am|pm", -6.168564159920785),
("<time-of-day> am|pmintersect by ','", -5.25227342804663),
("absorption of article before timeLast year",
-5.76309905181262),
("absorption of article before timeintersect",
-5.25227342804663),
("wednesday<time> <part-of-day>", -5.25227342804663),
("hourmonth", -6.168564159920785),
("todayat <time-of-day>", -6.168564159920785),
("absorption of article before timeabsorption of article before time",
-3.5658744744764013),
("thursday<time> timezone", -4.915801191425417),
("yesterdayabsorption of article before time",
-6.168564159920785),
("dayday", -3.6036148024592483),
("<time> <part-of-day>at <time-of-day>", -5.76309905181262),
("tonightat <time-of-day>", -5.76309905181262),
("<time-of-day> am|pmabsorption of , after named day",
-5.25227342804663),
("today<time-of-day> am|pm", -5.76309905181262),
("at <time-of-day><time> <part-of-day>", -5.47541697936084),
("absorption of , after named day<day-of-month> (ordinal or number) <named-month>",
-4.2226540108654715),
("hourhour", -2.854378155248259),
("<time-of-day> - <time-of-day> (interval)absorption of article before time",
-6.168564159920785),
("halloween dayabsorption of article before time",
-6.168564159920785),
("<datetime> - <datetime> (interval)absorption of article before time",
-5.76309905181262),
("dayyear", -2.949688335052584),
("thursday<day-of-month> (ordinal or number) <named-month>",
-6.168564159920785),
("last weekend of <named-month>year", -6.168564159920785),
("<time-of-day> o'clockin|during the <part-of-day>",
-6.168564159920785),
("thursdaybetween <time-of-day> and <time-of-day> (interval)",
-6.168564159920785),
("tuesdayabsorption of article before time",
-4.664486763144511),
("thursdaybetween <datetime> and <datetime> (interval)",
-6.168564159920785),
("wednesday<time-of-day> am|pm (verbose)", -5.76309905181262),
("before yesterday<time-of-day> am|pm", -5.76309905181262),
("wednesdaythis <cycle>", -6.168564159920785),
("todayin|during the <part-of-day>", -6.168564159920785),
("<time-of-day> am|pmtomorrow", -5.25227342804663),
("thursdayhh:mm", -6.168564159920785),
("minutehour", -4.46381606768236),
("before yesterdayat <time-of-day>", -5.76309905181262),
("tonightin|during the <part-of-day>", -6.168564159920785),
("at <time-of-day>in|during the <part-of-day>",
-5.25227342804663),
("thursdayintersect", -6.168564159920785),
("thursdayfrom <datetime> - <datetime> (interval)",
-5.25227342804663),
("Aprilyear", -5.76309905181262),
("absorption of article before timetomorrow",
-5.47541697936084),
("absorption of article before timehh(:mm) - <time-of-day> am|pm",
-6.168564159920785),
("absorption of article before timein|during the <part-of-day>",
-5.25227342804663),
("yesterdayin|during the <part-of-day>", -6.168564159920785),
("before yesterdayabsorption of article before time",
-5.76309905181262),
("this <day-of-week>hh(:mm) - <time-of-day> am|pm",
-6.168564159920785),
("tuesday<time> <part-of-day>", -5.25227342804663),
("absorption of article before timeFebruary",
-5.76309905181262),
("weekmonth", -5.25227342804663),
("tuesdayat <time-of-day>", -5.76309905181262),
("mondaythis <cycle>", -6.168564159920785),
("tomorrowintersect", -5.25227342804663),
("intersectin|during the <part-of-day>", -4.915801191425417),
("<time> <part-of-day>absorption of article before time",
-5.76309905181262),
("the <cycle> of <time>October", -5.76309905181262),
("revolution dayabsorption of article before time",
-5.76309905181262),
("thursday<datetime> - <datetime> (interval)",
-6.168564159920785),
("Septemberabsorption of article before time",
-6.168564159920785),
("absorption of article before time<time-of-day> am|pm",
-5.76309905181262),
("tonightabsorption of article before time", -5.47541697936084),
("todayabsorption of article before time", -5.76309905181262),
("at <time-of-day>absorption of article before time",
-4.664486763144511),
("thursday<time-of-day> - <time-of-day> (interval)",
-6.168564159920785),
("absorption of article before timeyear", -6.168564159920785),
("tuesday<time-of-day> am|pm (verbose)", -5.76309905181262),
("revolution dayLast year", -5.76309905181262),
("at <time-of-day>intersect", -5.25227342804663),
("<time-of-day> - <time-of-day> (interval)tomorrow",
-6.168564159920785),
("absorption of article before timeintersect by ','",
-6.168564159920785),
("dayminute", -3.9172723613142897),
("intersectyear", -5.069951871252675),
("hh:mmabsorption of article before time", -5.47541697936084),
("<datetime> - <datetime> (interval)tomorrow",
-6.168564159920785),
("minuteday", -2.687324070585093),
("absorption of , after named dayintersect",
-6.168564159920785),
("the <cycle> of <time>absorption of article before time",
-6.168564159920785),
("<ordinal> <cycle> of <time>absorption of article before time",
-6.168564159920785),
("at <time-of-day>intersect by ','", -6.168564159920785),
("Octoberyear", -4.915801191425417),
("absorption of , after named dayintersect by ','",
-5.76309905181262),
("this <cycle>hh(:mm) - <time-of-day> am|pm",
-6.168564159920785),
("intersectabsorption of article before time",
-4.5591262474866845),
("after tomorrowabsorption of article before time",
-6.168564159920785),
("saturdayabsorption of article before time",
-5.76309905181262),
("tuesdaythe <day-of-month> (non ordinal)", -6.168564159920785),
("at <time-of-day>absorption of , after named day",
-6.168564159920785),
("tomorrowin|during the <part-of-day>", -5.069951871252675),
("<day-of-month> (ordinal or number) <named-month>year",
-3.9172723613142897),
("year<time-of-day> am|pm", -6.168564159920785),
("Septemberyear", -5.25227342804663),
("christmasabsorption of article before time",
-6.168564159920785),
("dayweek", -5.069951871252675),
("weekyear", -5.25227342804663),
("hh:mmin|during the <part-of-day>", -5.47541697936084),
("the <day-of-month> (non ordinal)absorption of article before time",
-5.76309905181262),
("tomorrowat <time-of-day>", -6.168564159920785),
("tuesdayintersect", -4.5591262474866845),
("tomorrowbetween <time-of-day> and <time-of-day> (interval)",
-6.168564159920785),
("at <time-of-day>tomorrow", -5.47541697936084),
("tomorrow<time-of-day> am|pm", -5.76309905181262),
("last <cycle> of <time>absorption of article before time",
-5.76309905181262),
("in|during the <part-of-day>at <time-of-day>",
-6.168564159920785),
("in|during the <part-of-day>absorption of article before time",
-6.168564159920785),
("intersectFebruary", -6.168564159920785),
("<datetime> - <datetime> (interval)July", -6.168564159920785),
("tomorrowabsorption of article before time",
-4.915801191425417),
("yearminute", -6.168564159920785),
("Mother's Dayabsorption of article before time",
-6.168564159920785)],
n = 378},
koData =
ClassData{prior = -1.0645374417836073, unseen = -6.393590753950631,
likelihoods =
HashMap.fromList
[("hourday", -5.293304824724492),
("thursdayabsorption of article before time",
-5.293304824724492),
("dayhour", -3.6193283911528207),
("daymonth", -2.520716102484711),
("hourquarter", -5.698769932832657),
("monthday", -5.293304824724492),
("absorption of article before timedd/mm", -5.698769932832657),
("monthyear", -3.3473946756691793),
("absorption of article before timeDecember",
-5.698769932832657),
("tuesdayFebruary", -5.698769932832657),
("wednesdayintersect", -5.698769932832657),
("intersecthh:mm", -5.698769932832657),
("hh:mmuntil <time>", -5.0056227522727115),
("houryear", -5.293304824724492),
("absorption of article before time<day-of-month> (ordinal or number) <named-month>",
-5.698769932832657),
("intersect by 'of', 'from', 'syear", -4.782479200958502),
("absorption of article before timeJuly", -5.293304824724492),
("thursdayafter <time-of-day>", -4.600157644164547),
("Marchyear", -4.194692536056383),
("after tomorrowat <time-of-day>", -5.698769932832657),
("absorption of article before timeOctober",
-5.293304824724492),
("<time-of-day> am|pmuntil <time>", -5.293304824724492),
("wednesdayabsorption of article before time",
-5.293304824724492),
("<named-month> <day-of-month> (ordinal or number)July",
-5.698769932832657),
("intersect by ','<time-of-day> am|pm", -5.698769932832657),
("July<day-of-month> (ordinal or number) <named-month>",
-5.698769932832657),
("absorption of article before timethe <cycle> of <time>",
-5.698769932832657),
("intersect by 'of', 'from', 'sabsorption of article before time",
-5.698769932832657),
("intersect by ','hh:mm", -4.600157644164547),
("mondayabsorption of article before time", -5.698769932832657),
("hourmonth", -3.300874660034286),
("todayat <time-of-day>", -5.698769932832657),
("absorption of article before timeabsorption of article before time",
-3.6193283911528207),
("dayday", -3.396184839838611),
("dayquarter", -5.698769932832657),
("<time-of-day> - <time-of-day> (interval)absorption of article before time",
-5.698769932832657),
("thursdayat <time-of-day>", -5.293304824724492),
("week-endintersect", -5.698769932832657),
("<datetime> - <datetime> (interval)absorption of article before time",
-5.293304824724492),
("dayyear", -3.1730412885244013),
("thursdaydd/mm", -5.698769932832657),
("thursdaybetween <time-of-day> and <time-of-day> (interval)",
-5.698769932832657),
("tuesdayabsorption of article before time",
-5.0056227522727115),
("tuesdayintersect by 'of', 'from', 's", -5.293304824724492),
("monthminute", -5.293304824724492),
("<time-of-day> am|pmtomorrow", -5.698769932832657),
("<named-month> <day-of-month> (ordinal or number)August",
-5.698769932832657),
("tuesdayMarch", -4.782479200958502),
("August<day-of-month> (ordinal or number) <named-month>",
-5.698769932832657),
("thursdayhh:mm", -5.293304824724492),
("after <time-of-day>December", -5.698769932832657),
("for <duration> from <time>December", -5.698769932832657),
("thursdayintersect", -5.293304824724492),
("Aprilyear", -4.600157644164547),
("sundayintersect by 'of', 'from', 's", -5.698769932832657),
("tuesdayJanuary", -5.698769932832657),
("absorption of article before timehh(:mm) - <time-of-day> am|pm",
-5.698769932832657),
("tuesdayOctober", -5.293304824724492),
("<day-of-month> (ordinal or number) of <named-month>year",
-5.0056227522727115),
("absorption of article before timeFebruary",
-5.293304824724492),
("tuesday<day-of-month> (ordinal or number) <named-month>",
-5.698769932832657),
("weekmonth", -4.782479200958502),
("daysecond", -3.8269677559310655),
("sundayabsorption of article before time",
-5.0056227522727115),
("todayabsorption of article before time", -5.698769932832657),
("thursday<time-of-day> - <time-of-day> (interval)",
-5.698769932832657),
("yearmonth", -5.293304824724492),
("absorption of article before timeyear", -4.600157644164547),
("dayminute", -3.907010463604602),
("intersectyear", -3.907010463604602),
("hh:mmabsorption of article before time", -5.293304824724492),
("thursdayApril", -5.698769932832657),
("minuteday", -4.782479200958502),
("absorption of , after named dayintersect",
-5.698769932832657),
("the <cycle> of <time>absorption of article before time",
-5.0056227522727115),
("tuesdayApril", -5.293304824724492),
("Octoberyear", -5.698769932832657),
("absorption of , after named dayintersect by ','",
-5.698769932832657),
("yearhh:mm", -5.698769932832657),
("this <cycle>hh(:mm) - <time-of-day> am|pm",
-5.698769932832657),
("intersectabsorption of article before time",
-4.600157644164547),
("tuesday<day-of-month> (ordinal or number) of <named-month>",
-5.698769932832657),
("after tomorrowabsorption of article before time",
-5.698769932832657),
("absorption of article before timeuntil <time>",
-4.312475571712766),
("hoursecond", -4.446006964337289),
("<day-of-month> (ordinal or number) <named-month>year",
-5.0056227522727115),
("<duration> after <time>December", -5.698769932832657),
("intersectintersect", -5.698769932832657),
("tuesdaytuesday", -5.698769932832657),
("the <day-of-month> (non ordinal)absorption of article before time",
-3.907010463604602),
("at <time-of-day>February", -5.698769932832657),
("week-endabsorption of article before time",
-4.782479200958502),
("thursdayOctober", -5.293304824724492),
("tomorrowat <time-of-day>", -5.698769932832657),
("tuesdayintersect", -3.907010463604602),
("minutesecond", -5.0056227522727115),
("tomorrowbetween <time-of-day> and <time-of-day> (interval)",
-5.698769932832657),
("tuesdayMay", -5.698769932832657),
("after <time-of-day>absorption of article before time",
-5.698769932832657),
("<time-of-day> - <time-of-day> (interval)July",
-5.293304824724492),
("sundayintersect", -5.698769932832657),
("thursdayintersect by 'of', 'from', 's", -5.698769932832657),
("tomorrowabsorption of article before time",
-5.698769932832657),
("absorption of article before timeAugust", -5.698769932832657),
("yearminute", -5.698769932832657)],
n = 199}}),
("quarter to|past <integer> (hour-of-day)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("tomorrownight",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("half after|past <integer> (hour-of-day)",
Classifier{okData =
ClassData{prior = -0.2231435513142097,
unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("at <time-of-day>", -1.791759469228055),
("absorption of article before time", -1.791759469228055),
("time-of-day (latent)", -1.3862943611198906),
("hour", -0.8754687373538999)],
n = 4},
koData =
ClassData{prior = -1.6094379124341003,
unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -1.0986122886681098),
("hour", -1.0986122886681098)],
n = 1}}),
("early morning",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<ordinal> <cycle> of <time>",
Classifier{okData =
ClassData{prior = -0.2876820724517809,
unseen = -3.4657359027997265,
likelihoods =
HashMap.fromList
[("daymonth", -2.740840023925201),
("ordinals (1st..12th, 20th, 30th..90th)week (grain)intersect by 'of', 'from', 's",
-2.740840023925201),
("ordinals (1st..12th, 20th, 30th..90th)day (grain)absorption of article before time",
-2.740840023925201),
("ordinal (digits)quarter (grain)absorption of article before time",
-2.3353749158170367),
("quarteryear", -2.0476928433652555),
("weekmonth", -1.6422277352570913),
("ordinal (digits)quarter (grain)year", -2.740840023925201),
("ordinals (1st..12th, 20th, 30th..90th)week (grain)intersect",
-2.740840023925201),
("ordinals (1st..12th, 20th, 30th..90th)week (grain)absorption of article before time",
-2.0476928433652555)],
n = 9},
koData =
ClassData{prior = -1.3862943611198906, unseen = -2.995732273553991,
likelihoods =
HashMap.fromList
[("ordinal (digits)hour (grain)absorption of article before time",
-2.2512917986064953),
("ordinal (digits)hour (grain)morning", -2.2512917986064953),
("ordinal (digits)hour (grain)in|during the <part-of-day>",
-2.2512917986064953),
("hourhour", -1.55814461804655)],
n = 3}}),
("year (grain)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.5649493574615367,
likelihoods = HashMap.fromList [("", 0.0)], n = 11},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("from <datetime> - <datetime> (interval)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("minuteminute", -1.0986122886681098),
("hh:mmhh:mm", -1.0986122886681098),
("hourhour", -1.791759469228055),
("<time-of-day> am|pm<time-of-day> am|pm", -1.791759469228055)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("after tomorrow",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("next <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.2188758248682006,
likelihoods =
HashMap.fromList
[("week", -1.791759469228055),
("month (grain)", -2.0794415416798357),
("year (grain)", -2.0794415416798357),
("week (grain)", -1.791759469228055),
("quarter", -2.4849066497880004), ("year", -2.0794415416798357),
("month", -2.0794415416798357),
("quarter (grain)", -2.4849066497880004)],
n = 8},
koData =
ClassData{prior = -infinity, unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [], n = 0}}),
("the <cycle> of <time>",
Classifier{okData =
ClassData{prior = -0.587786664902119, unseen = -3.6375861597263857,
likelihoods =
HashMap.fromList
[("dayday", -2.917770732084279),
("week (grain)intersect by 'of', 'from', 's",
-2.917770732084279),
("week (grain)<day-of-month> (ordinal)", -2.512305623976115),
("weekmonth", -2.2246235515243336),
("week (grain)October", -2.917770732084279),
("day (grain)valentine's day", -2.917770732084279),
("weekday", -1.6650077635889111),
("week (grain)intersect", -2.917770732084279),
("week (grain)<day-of-month> (ordinal or number) <named-month>",
-2.001480000210124)],
n = 10},
koData =
ClassData{prior = -0.8109302162163288,
unseen = -3.5263605246161616,
likelihoods =
HashMap.fromList
[("day (grain)October", -2.3978952727983707),
("daymonth", -1.8870696490323797),
("day (grain)intersect", -2.803360380906535),
("quarteryear", -2.3978952727983707),
("week (grain)time-of-day (latent)", -2.3978952727983707),
("weekhour", -2.3978952727983707),
("day (grain)intersect by 'of', 'from', 's",
-2.803360380906535),
("quarter (grain)year", -2.3978952727983707)],
n = 8}}),
("number.number hours",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("hour (grain)", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("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}}),
("this <day-of-week>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("thursday", -1.252762968495368),
("monday", -1.252762968495368), ("day", -0.8472978603872037)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("yyyy-mm-dd",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("integer (numeric)", -0.5108256237659907),
("negative numbers", -0.916290731874155)],
n = 3}}),
("absorption of article before time",
Classifier{okData =
ClassData{prior = -0.24251310408386942, unseen = -6.54965074223381,
likelihoods =
HashMap.fromList
[("midnight", -5.855071922202427),
("last <cycle> <time>'s'", -3.909161773147114),
("week", -3.657847344866208),
("Father's Day", -5.449606814094262),
("thursday", -5.449606814094262), ("fall", -5.449606814094262),
("<day-of-month> (ordinal or number) <named-month>",
-4.468777561082536),
("<time> <part-of-day>", -4.2456340097683265),
("absorption of , after named day", -5.449606814094262),
("revolution day", -4.756459633534318),
("October", -4.150323829964002),
("wednesday", -5.855071922202427), ("July", -5.449606814094262),
("<ordinal> quarter", -5.855071922202427),
("saturday", -5.161924741642482),
("Last year", -5.161924741642482),
("intersect", -2.810549484479004),
("half after|past <integer> (hour-of-day)", -5.855071922202427),
("<ordinal> <cycle> of <time>", -5.855071922202427),
("next <cycle>", -4.468777561082536),
("the <cycle> of <time>", -4.602308953707059),
("<ordinal> quarter <year>", -5.855071922202427),
("second", -4.938781190328272), ("monday", -5.449606814094262),
("valentine's day", -5.449606814094262),
("<day-of-month> (ordinal or number) of <named-month>",
-5.855071922202427),
("this|last|next <cycle>", -4.2456340097683265),
("Mother's Day", -5.449606814094262),
("friday", -5.449606814094262),
("<time-of-day> am|pm (verbose)", -5.161924741642482),
("<time> after next", -5.855071922202427),
("day", -1.8847800086503053),
("next <day-of-week>", -4.938781190328272),
("afternoon", -4.150323829964002),
("February", -4.938781190328272),
("quarter", -4.756459633534318),
("this <cycle>", -5.855071922202427),
("sunday", -5.855071922202427),
("time-of-day (latent)", -2.9647001643062625),
("year", -3.5524868292083815),
("<time-of-day> am|pm", -3.457176649404057),
("<duration> after <time>", -5.161924741642482),
("hh:mm", -4.756459633534318),
("intersect by ','", -5.161924741642482),
("intersect by 'of', 'from', 's", -3.909161773147114),
("last <time>", -4.468777561082536),
("EOM|End of month", -5.855071922202427),
("March", -4.602308953707059),
("<day-of-month> (ordinal)", -4.468777561082536),
("noon", -5.449606814094262), ("hour", -1.9430489167742813),
("evening", -4.468777561082536), ("month", -2.937301190118148),
("EOD|End of day", -5.855071922202427),
("next <time>", -4.756459633534318),
("christmas", -5.449606814094262),
("next n <cycle>", -4.602308953707059),
("tuesday", -5.161924741642482),
("halloween day", -5.855071922202427),
("winter", -5.855071922202427),
("last n <cycle>", -4.756459633534318),
("last <cycle> of <time>", -4.602308953707059),
("minute", -3.051711541295892),
("week-end", -5.449606814094262),
("summer", -5.855071922202427), ("August", -5.855071922202427)],
n = 317},
koData =
ClassData{prior = -1.5355067593065663, unseen = -5.521460917862246,
likelihoods =
HashMap.fromList
[("week", -3.7256934272366524),
("<duration> hence|ago", -4.824305715904762),
("<named-month> <day-of-month> (ordinal or number)",
-4.824305715904762),
("<day-of-month> (ordinal or number) <named-month>",
-3.0325462466767075),
("September", -4.824305715904762),
("October", -4.418840607796598),
("<ordinal> quarter", -4.824305715904762),
("intersect", -3.214867803470662),
("the <cycle> of <time>", -3.9080149840306073),
("year (latent)", -4.418840607796598),
("second", -3.3202283191284883), ("April", -4.824305715904762),
("this|last|next <cycle>", -4.824305715904762),
("day", -2.1501570664782337), ("afternoon", -4.824305715904762),
("quarter", -4.1311585353448175),
("time-of-day (latent)", -2.472930458741285),
("year", -4.418840607796598), ("hh:mm", -4.824305715904762),
("until <time>", -3.3202283191284883),
("intersect by 'of', 'from', 's", -4.824305715904762),
("March", -4.418840607796598),
("<day-of-month> (ordinal)", -2.952503539003171),
("hour", -2.4264104431063918), ("month", -2.7448641742249267),
("last <cycle>", -4.1311585353448175),
("<datetime> - <datetime> (interval)", -4.824305715904762),
("<time-of-day> - <time-of-day> (interval)",
-4.418840607796598),
("minute", -3.7256934272366524),
("August", -4.418840607796598)],
n = 87}}),
("dd/mm/yyyy",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("yesterday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<ordinal> quarter <year>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("ordinal (digits)quarter (grain)absorption of article before time",
-1.0986122886681098),
("quarteryear", -0.8109302162163288),
("ordinal (digits)quarter (grain)year", -1.5040773967762742)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("hh:mm:ss",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("monday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.70805020110221,
likelihoods = HashMap.fromList [("", 0.0)], n = 13},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("nth <time> of <time>",
Classifier{okData =
ClassData{prior = -0.4700036292457356,
unseen = -2.9444389791664407,
likelihoods =
HashMap.fromList
[("daymonth", -1.2809338454620642),
("ordinals (1st..12th, 20th, 30th..90th)tuesdayintersect",
-2.1972245773362196),
("ordinals (1st..12th, 20th, 30th..90th)tuesdayOctober",
-2.1972245773362196),
("ordinals (1st..12th, 20th, 30th..90th)wednesdayintersect",
-1.791759469228055),
("ordinals (1st..12th, 20th, 30th..90th)the <cycle> of <time>year",
-2.1972245773362196),
("weekyear", -2.1972245773362196)],
n = 5},
koData =
ClassData{prior = -0.9808292530117262, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("daymonth", -1.252762968495368),
("ordinals (1st..12th, 20th, 30th..90th)wednesdayOctober",
-1.540445040947149),
("ordinals (1st..12th, 20th, 30th..90th)tuesdaySeptember",
-1.9459101490553135)],
n = 3}}),
("the <day-of-month> (non ordinal)",
Classifier{okData =
ClassData{prior = -0.8109302162163288, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 4},
koData =
ClassData{prior = -0.587786664902119, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 5}}),
("April",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.890371757896165,
likelihoods = HashMap.fromList [("", 0.0)], n = 16},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("week (grain)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.258096538021482,
likelihoods = HashMap.fromList [("", 0.0)], n = 24},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<part-of-day> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("hourday", -0.8109302162163288),
("morning<day-of-month> (ordinal or number) <named-month>",
-1.0986122886681098),
("morning<day-of-month> (ordinal)", -1.5040773967762742)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("valentine's day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("now",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<day-of-month> (ordinal or number) of <named-month>",
Classifier{okData =
ClassData{prior = -1.0986122886681098,
unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("month", -0.9808292530117262),
("ordinals (1st..12th, 20th, 30th..90th)March",
-0.9808292530117262)],
n = 2},
koData =
ClassData{prior = -0.40546510810816444,
unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("ordinals (1st..12th, 20th, 30th..90th)September",
-1.791759469228055),
("month", -0.8754687373538999),
("ordinals (1st..12th, 20th, 30th..90th)October",
-1.0986122886681098)],
n = 4}}),
("in|during the <part-of-day>",
Classifier{okData =
ClassData{prior = -5.715841383994864e-2,
unseen = -3.6375861597263857,
likelihoods =
HashMap.fromList
[("afternoon", -1.213022639845854),
("hour", -0.7205461547480597),
("evening", -1.5314763709643884)],
n = 17},
koData =
ClassData{prior = -2.890371757896165, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("afternoon", -0.916290731874155),
("hour", -0.916290731874155)],
n = 1}}),
("new year's eve",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("tomorrow",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.70805020110221,
likelihoods = HashMap.fromList [("", 0.0)], n = 13},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("hh(:mm) - <time-of-day> am|pm",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 5},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("this|last|next <cycle>",
Classifier{okData =
ClassData{prior = -0.2076393647782445,
unseen = -3.6109179126442243,
likelihoods =
HashMap.fromList
[("week", -1.6376087894007967),
("month (grain)", -2.1972245773362196),
("year (grain)", -2.1972245773362196),
("week (grain)", -1.6376087894007967),
("quarter", -2.890371757896165), ("year", -2.1972245773362196),
("month", -2.1972245773362196),
("quarter (grain)", -2.890371757896165)],
n = 13},
koData =
ClassData{prior = -1.6739764335716716, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("day", -1.3862943611198906),
("day (grain)", -1.3862943611198906)],
n = 3}}),
("Mother's Day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("annunciation day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("this year",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("friday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.4849066497880004,
likelihoods = HashMap.fromList [("", 0.0)], n = 10},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<time-of-day> am|pm (verbose)",
Classifier{okData =
ClassData{prior = -0.1823215567939546,
unseen = -3.6635616461296463,
likelihoods =
HashMap.fromList
[("at <time-of-day>", -2.538973871058276),
("<time-of-day> o'clock", -2.538973871058276),
("absorption of article before time", -2.2512917986064953),
("time-of-day (latent)", -1.845826690498331),
("hh:mm", -2.538973871058276),
("until <time-of-day>", -2.9444389791664407),
("hour", -0.9985288301111273), ("minute", -2.538973871058276)],
n = 15},
koData =
ClassData{prior = -1.791759469228055, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -1.252762968495368),
("hour", -1.252762968495368)],
n = 3}}),
("<time> after next",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("friday", -1.2039728043259361), ("day", -1.2039728043259361),
("March", -1.6094379124341003), ("month", -1.6094379124341003)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("relative integer (minutes) to|till|before|after <integer> (time-of-day)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("number (0..19, 20, 30..90)absorption of article before time",
-1.0986122886681098),
("number (0..19, 20, 30..90)<time-of-day> am|pm",
-1.5040773967762742),
("hour", -0.8109302162163288)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("next <day-of-week>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.0910424533583156,
likelihoods =
HashMap.fromList
[("thursday", -1.6582280766035324),
("wednesday", -2.3513752571634776),
("monday", -2.3513752571634776), ("day", -0.8472978603872037),
("tuesday", -1.6582280766035324)],
n = 8},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("half an hour",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("last weekend of <named-month>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("absorption of article before time", -0.6931471805599453),
("month", -0.6931471805599453)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("fractional number",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -2.639057329615259,
likelihoods = HashMap.fromList [("", 0.0)], n = 12}}),
("June",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("afternoon",
Classifier{okData =
ClassData{prior = -8.701137698962981e-2,
unseen = -2.5649493574615367,
likelihoods = HashMap.fromList [("", 0.0)], n = 11},
koData =
ClassData{prior = -2.4849066497880004,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("<duration> from now",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("second", -1.3862943611198906),
("<integer> <unit-of-duration>", -0.9808292530117262),
("minute", -1.3862943611198906)],
n = 2},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("day", -0.9808292530117262),
("<integer> <unit-of-duration>", -0.9808292530117262)],
n = 2}}),
("February",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.0910424533583156,
likelihoods = HashMap.fromList [("", 0.0)], n = 20},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("this <cycle>",
Classifier{okData =
ClassData{prior = -0.2006706954621511, unseen = -3.871201010907891,
likelihoods =
HashMap.fromList
[("week", -2.2407096892759584),
("intersect", -3.1570004211501135),
("year (grain)", -2.751535313041949),
("absorption of article before time", -1.547562508716013),
("week (grain)", -2.2407096892759584),
("day", -1.7707060600302227), ("quarter", -3.1570004211501135),
("year", -2.751535313041949), ("hour", -2.2407096892759584),
("quarter (grain)", -3.1570004211501135),
("summer", -3.1570004211501135)],
n = 18},
koData =
ClassData{prior = -1.7047480922384253, unseen = -2.995732273553991,
likelihoods =
HashMap.fromList
[("intersect", -1.845826690498331),
("absorption of article before time", -1.845826690498331),
("day", -1.55814461804655), ("hour", -2.2512917986064953)],
n = 4}}),
("minute (grain)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.890371757896165,
likelihoods = HashMap.fromList [("", 0.0)], n = 16},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("sunday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3025850929940455,
likelihoods = HashMap.fromList [("", 0.0)], n = 8},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("about <time-of-day>",
Classifier{okData =
ClassData{prior = -0.1823215567939546,
unseen = -3.4339872044851463,
likelihoods =
HashMap.fromList
[("week", -2.3025850929940455),
("absorption of article before time", -1.455287232606842),
("hh(:mm) - <time-of-day> am|pm", -2.70805020110221),
("day", -1.791759469228055),
("time-of-day (latent)", -2.70805020110221),
("<time-of-day> am|pm", -2.70805020110221),
("hour", -2.0149030205422647),
("hhmm (military)", -2.70805020110221),
("minute", -2.70805020110221)],
n = 10},
koData =
ClassData{prior = -1.791759469228055, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("dd/mm", -1.9459101490553135), ("day", -1.9459101490553135),
("time-of-day (latent)", -1.9459101490553135),
("hour", -1.9459101490553135)],
n = 2}}),
("time-of-day (latent)",
Classifier{okData =
ClassData{prior = -0.4900224961362275,
unseen = -4.2626798770413155,
likelihoods =
HashMap.fromList
[("integer (numeric)", -7.410797215372185e-2),
("number (0..19, 20, 30..90)", -2.639057329615259)],
n = 68},
koData =
ClassData{prior = -0.9483300856187717, unseen = -3.828641396489095,
likelihoods =
HashMap.fromList [("integer (numeric)", -2.247285585205863e-2)],
n = 43}}),
("three quarters of an hour",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("year",
Classifier{okData =
ClassData{prior = -0.11506932978478723,
unseen = -3.7612001156935624,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 41},
koData =
ClassData{prior = -2.2192034840549946,
unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 5}}),
("last <day-of-week> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("daymonth", -0.9555114450274363),
("sundayMarch", -1.8718021769015913),
("sundayintersect by 'of', 'from', 's", -1.8718021769015913),
("mondayMarch", -1.8718021769015913),
("sundayintersect", -1.8718021769015913)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("<integer> <unit-of-duration>",
Classifier{okData =
ClassData{prior = -0.5108256237659907, unseen = -4.74493212836325,
likelihoods =
HashMap.fromList
[("week", -2.538973871058276),
("number (0..19, 20, 30..90)day (grain)", -3.349904087274605),
("number (0..19, 20, 30..90)year (grain)", -3.349904087274605),
("integer (numeric)day (grain)", -2.538973871058276),
("number (0..19, 20, 30..90)month (grain)",
-3.6375861597263857),
("second", -3.6375861597263857),
("number (0..19, 20, 30..90)hour (grain)", -3.349904087274605),
("number (0..19, 20, 30..90)minute (grain)",
-3.6375861597263857),
("integer (numeric)year (grain)", -4.04305126783455),
("day", -2.2512917986064953),
("number (0..19, 20, 30..90)week (grain)", -2.9444389791664407),
("year", -3.126760535960395),
("integer (numeric)week (grain)", -3.349904087274605),
("hour", -2.790288299339182),
("fewminute (grain)", -4.04305126783455),
("month", -3.6375861597263857),
("integer (numeric)minute (grain)", -2.4336133554004498),
("number (0..19, 20, 30..90)second (grain) ",
-3.6375861597263857),
("fewhour (grain)", -4.04305126783455),
("minute", -2.171249090932959),
("integer (numeric)hour (grain)", -3.6375861597263857)],
n = 45},
koData =
ClassData{prior = -0.916290731874155, unseen = -4.442651256490317,
likelihoods =
HashMap.fromList
[("week", -3.332204510175204),
("number (0..19, 20, 30..90)day (grain)", -3.7376696182833684),
("integer (numeric)day (grain)", -3.332204510175204),
("fewday (grain)", -3.7376696182833684),
("second", -2.8213788864092133),
("number (0..19, 20, 30..90)hour (grain)", -3.7376696182833684),
("integer (numeric)second (grain) ", -3.044522437723423),
("number (0..19, 20, 30..90)minute (grain)",
-3.332204510175204),
("integer (numeric)year (grain)", -3.332204510175204),
("day", -2.8213788864092133), ("year", -3.332204510175204),
("integer (numeric)week (grain)", -3.332204510175204),
("hour", -1.9459101490553135), ("month", -3.044522437723423),
("integer (numeric)minute (grain)", -3.332204510175204),
("number (0..19, 20, 30..90)second (grain) ",
-3.7376696182833684),
("integer (numeric)month (grain)", -3.044522437723423),
("minute", -2.8213788864092133),
("integer (numeric)hour (grain)", -2.032921526044943)],
n = 30}}),
("<time-of-day> am|pm",
Classifier{okData =
ClassData{prior = -0.1670540846631662, unseen = -5.365976015021851,
likelihoods =
HashMap.fromList
[("<time-of-day> approximately", -4.66814498514948),
("at <time-of-day>", -2.528078821653209),
("<time-of-day> o'clock", -4.66814498514948),
("quarter to|past <integer> (hour-of-day)", -4.66814498514948),
("half after|past <integer> (hour-of-day)",
-3.9749978045895347),
("absorption of article before time", -2.2702497123511094),
("about <time-of-day>", -4.66814498514948),
("time-of-day (latent)", -1.864784604242945),
("<time-of-day> am|pm", -4.66814498514948),
("hh:mm", -2.4168531865429848), ("hour", -1.156599546318459),
("<integer>-and-half (hour-of-day)", -4.2626798770413155),
("hhmm (military)", -4.66814498514948),
("minute", -1.8349316410932637),
("after <time-of-day>", -4.66814498514948)],
n = 99},
koData =
ClassData{prior = -1.8718021769015913, unseen = -3.951243718581427,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -1.2237754316221157),
("hour", -0.9873866535578852),
("after <time-of-day>", -2.322387720290225)],
n = 18}}),
("<duration> after <time>",
Classifier{okData =
ClassData{prior = -0.17185025692665928,
unseen = -3.8501476017100584,
likelihoods =
HashMap.fromList
[("<integer> <unit-of-duration>absorption of article before time",
-1.8827312474337816),
("quarter of an hour<time-of-day> am|pm", -3.1354942159291497),
("<integer> <unit-of-duration>today", -3.1354942159291497),
("secondsecond", -3.1354942159291497),
("minutehour", -1.4307461236907244),
("daysecond", -2.7300291078209855),
("quarter of an hourabsorption of article before time",
-2.7300291078209855),
("<integer> <unit-of-duration><time-of-day> am|pm",
-2.7300291078209855),
("yearday", -2.7300291078209855),
("minutesecond", -3.1354942159291497),
("<integer> <unit-of-duration>now", -2.2192034840549946)],
n = 16},
koData =
ClassData{prior = -1.845826690498331, unseen = -3.044522437723423,
likelihoods =
HashMap.fromList
[("dayhour", -1.8971199848858813),
("<integer> <unit-of-duration>absorption of article before time",
-1.8971199848858813),
("<integer> <unit-of-duration>intersect", -2.3025850929940455),
("dayday", -2.3025850929940455)],
n = 3}}),
("part of <named-month>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("March", -0.6931471805599453), ("month", -0.6931471805599453)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("hh:mm",
Classifier{okData =
ClassData{prior = -6.317890162153156e-2,
unseen = -3.871201010907891,
likelihoods = HashMap.fromList [("", 0.0)], n = 46},
koData =
ClassData{prior = -2.793208009442517, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("<duration> before <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("<integer> <unit-of-duration>absorption of article before time",
-1.252762968495368),
("minutehour", -0.8472978603872037),
("quarter of an hourabsorption of article before time",
-1.252762968495368)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("quarter of an hour",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("intersect by ','",
Classifier{okData =
ClassData{prior = -0.2876820724517809, unseen = -4.584967478670572,
likelihoods =
HashMap.fromList
[("<day-of-month> (ordinal or number) <named-month>tuesday",
-3.8815637979434374),
("monday<day-of-month> (ordinal or number) <named-month>",
-3.4760986898352733),
("<day-of-month> (ordinal or number) <named-month>monday",
-3.8815637979434374),
("absorption of article before time<day-of-month> (ordinal or number) <named-month>",
-3.188416617383492),
("intersect<day-of-month> (ordinal or number) <named-month>",
-2.62880082944807),
("saturday<day-of-month> (ordinal or number) <named-month>",
-3.8815637979434374),
("intersect by ','year", -3.8815637979434374),
("wednesday<day-of-month> (ordinal or number) <named-month>",
-3.8815637979434374),
("dayday", -1.684339220607218),
("dayyear", -2.9652730660692823),
("tuesday<day-of-month> (ordinal or number) <named-month>",
-3.188416617383492),
("fridayintersect", -3.8815637979434374),
("intersect by ','intersect", -3.8815637979434374),
("dayminute", -2.782951509275328),
("<day-of-month> (ordinal or number) <named-month>intersect",
-3.8815637979434374),
("intersectyear", -3.8815637979434374),
("minuteday", -2.495269436823547),
("<day-of-month> (ordinal or number) <named-month>year",
-3.4760986898352733),
("intersectintersect", -3.8815637979434374),
("fridayintersect by ','", -3.4760986898352733),
("sunday<day-of-month> (ordinal or number) <named-month>",
-3.8815637979434374),
("<named-month> <day-of-month> (ordinal or number)friday",
-3.8815637979434374),
("friday<day-of-month> (ordinal or number) <named-month>",
-3.188416617383492)],
n = 33},
koData =
ClassData{prior = -1.3862943611198906,
unseen = -3.9889840465642745,
likelihoods =
HashMap.fromList
[("monthday", -2.871679624884012),
("Februarytuesday", -3.2771447329921766),
("monthyear", -2.871679624884012),
("Julyintersect", -2.871679624884012),
("monthminute", -2.871679624884012),
("Aprilyear", -3.2771447329921766),
("Februarymonday", -3.2771447329921766),
("fridayintersect", -3.2771447329921766),
("intersect by ','intersect", -3.2771447329921766),
("dayminute", -2.178532444324067),
("<day-of-month> (ordinal or number) <named-month>intersect",
-3.2771447329921766),
("Julyyear", -3.2771447329921766),
("intersectintersect", -3.2771447329921766),
("fridayintersect by ','", -3.2771447329921766)],
n = 11}}),
("second (grain) ",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("until <time>",
Classifier{okData =
ClassData{prior = -1.540445040947149, unseen = -3.1780538303479458,
likelihoods =
HashMap.fromList
[("absorption of article before time", -1.3437347467010947),
("day", -2.4423470353692043),
("<time-of-day> am|pm", -2.4423470353692043),
("hour", -2.4423470353692043), ("month", -2.4423470353692043),
("minute", -1.749199854809259)],
n = 6},
koData =
ClassData{prior = -0.2411620568168881, unseen = -4.02535169073515,
likelihoods =
HashMap.fromList
[("intersect", -2.3978952727983707),
("absorption of article before time", -1.927891643552635),
("the <day-of-month> (non ordinal)", -3.3141860046725258),
("<time-of-day> am|pm (verbose)", -3.3141860046725258),
("day", -1.927891643552635),
("time-of-day (latent)", -2.2155737160044158),
("<time-of-day> am|pm", -2.908720896564361),
("hh:mm", -2.908720896564361), ("hour", -1.3682758556172123),
("minute", -2.908720896564361)],
n = 22}}),
("before <duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.5263605246161616,
likelihoods =
HashMap.fromList
[("week", -1.550597412411167), ("day", -1.8870696490323797),
("year", -2.3978952727983707),
("<integer> <unit-of-duration>", -0.7884573603642702),
("month", -2.3978952727983707)],
n = 14},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("intersect by 'of', 'from', 's",
Classifier{okData =
ClassData{prior = -0.4321333551903257, unseen = -4.74493212836325,
likelihoods =
HashMap.fromList
[("halloween dayyear", -4.04305126783455),
("daymonth", -3.126760535960395),
("monthyear", -2.538973871058276),
("wednesdaynext <cycle>", -4.04305126783455),
("christmasyear", -4.04305126783455),
("wednesdayintersect", -4.04305126783455),
("Marchyear", -4.04305126783455),
("absorption of article before timeLast year",
-3.6375861597263857),
("last <day-of-week> of <time>year", -4.04305126783455),
("wednesdayOctober", -4.04305126783455),
("dayyear", -1.7404661748405046),
("wednesdaythis|last|next <cycle>", -4.04305126783455),
("Mother's Dayyear", -4.04305126783455),
("tuesdayOctober", -4.04305126783455),
("absorption of article before timeyear", -2.2512917986064953),
("revolution dayLast year", -3.6375861597263857),
("the <cycle> of <time>year", -4.04305126783455),
("<ordinal> <cycle> of <time>year", -4.04305126783455),
("absorption of article before timeMarch", -4.04305126783455),
("Octoberyear", -3.349904087274605),
("Septemberyear", -4.04305126783455),
("dayweek", -3.6375861597263857),
("last <cycle> <time>'s'year", -3.349904087274605),
("weekyear", -3.126760535960395),
("last <cycle> of <time>year", -3.6375861597263857)],
n = 37},
koData =
ClassData{prior = -1.0473189942805592, unseen = -4.394449154672439,
likelihoods =
HashMap.fromList
[("tuesdaySeptember", -3.6888794541139363),
("week-endJuly", -3.6888794541139363),
("week-endOctober", -3.283414346005772),
("daymonth", -1.984131361875511),
("monthyear", -3.6888794541139363),
("wednesdayintersect", -3.6888794541139363),
("intersect by 'of', 'from', 'syear", -3.6888794541139363),
("hourmonth", -2.772588722239781),
("wednesdayOctober", -3.6888794541139363),
("week-endintersect", -3.6888794541139363),
("dayyear", -2.5902671654458267),
("sundayMarch", -3.6888794541139363),
("sundayintersect by 'of', 'from', 's", -3.6888794541139363),
("absorption of article before timeyear", -3.6888794541139363),
("the <cycle> of <time>year", -3.6888794541139363),
("intersectyear", -3.283414346005772),
("intersectSeptember", -3.6888794541139363),
("mondayMarch", -3.6888794541139363),
("intersectintersect", -3.6888794541139363),
("tuesdayintersect", -3.6888794541139363),
("sundayintersect", -3.6888794541139363),
("after <time-of-day>year", -3.6888794541139363)],
n = 20}}),
("last <time>",
Classifier{okData =
ClassData{prior = -0.3746934494414107,
unseen = -3.4965075614664802,
likelihoods =
HashMap.fromList
[("Father's Day", -2.772588722239781),
("thursday", -2.772588722239781),
("revolution day", -2.772588722239781),
("Mother's Day", -2.772588722239781),
("day", -1.3862943611198906), ("sunday", -2.367123614131617),
("hour", -1.8562979903656263), ("tuesday", -2.772588722239781),
("week-end", -1.8562979903656263)],
n = 11},
koData =
ClassData{prior = -1.1631508098056809, unseen = -3.044522437723423,
likelihoods =
HashMap.fromList
[("monday", -2.3025850929940455), ("day", -1.8971199848858813),
("sunday", -2.3025850929940455), ("hour", -1.6094379124341003),
("week-end", -1.6094379124341003)],
n = 5}}),
("EOM|End of month",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("March",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.4011973816621555,
likelihoods = HashMap.fromList [("", 0.0)], n = 28},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<day-of-month> (ordinal)",
Classifier{okData =
ClassData{prior = -0.6418538861723948,
unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("ordinals (1st..12th, 20th, 30th..90th)", -1.3862943611198906),
("ordinal (digits)", -0.2876820724517809)],
n = 10},
koData =
ClassData{prior = -0.7472144018302211,
unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("ordinals (1st..12th, 20th, 30th..90th)", -0.3184537311185346),
("ordinal (digits)", -1.2992829841302609)],
n = 9}}),
("noon",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("until <time-of-day>",
Classifier{okData =
ClassData{prior = -0.3364722366212129, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("<time> <part-of-day>", -1.9459101490553135),
("absorption of article before time", -1.252762968495368),
("<time-of-day> am|pm (verbose)", -1.9459101490553135),
("hour", -0.8472978603872037)],
n = 5},
koData =
ClassData{prior = -1.252762968495368, unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("absorption of article before time", -0.9808292530117262),
("hour", -0.9808292530117262)],
n = 2}}),
("evening",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3025850929940455,
likelihoods = HashMap.fromList [("", 0.0)], n = 8},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("decimal number",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("EOD|End of day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("next <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.367295829986474,
likelihoods =
HashMap.fromList
[("thursday", -1.9459101490553135),
("wednesday", -2.639057329615259),
("monday", -2.639057329615259), ("day", -1.0296194171811581),
("March", -2.639057329615259), ("month", -2.639057329615259),
("tuesday", -1.9459101490553135),
("halloween day", -2.639057329615259)],
n = 10},
koData =
ClassData{prior = -infinity, unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [], n = 0}}),
("last <cycle>",
Classifier{okData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("week", -1.6094379124341003),
("week (grain)", -1.6094379124341003),
("day", -1.2039728043259361),
("day (grain)", -1.2039728043259361)],
n = 3}}),
("<integer>-and-half (hour-of-day)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("christmas",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("new year's day",
Classifier{okData =
ClassData{prior = -1.0986122886681098,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -0.40546510810816444,
unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),
("next n <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.713572066704308,
likelihoods =
HashMap.fromList
[("week", -2.995732273553991),
("number (0..19, 20, 30..90)day (grain)", -2.995732273553991),
("fewday (grain)", -2.995732273553991),
("second", -2.5902671654458267),
("number (0..19, 20, 30..90)hour (grain)", -2.995732273553991),
("integer (numeric)second (grain) ", -2.995732273553991),
("number (0..19, 20, 30..90)minute (grain)",
-2.995732273553991),
("integer (numeric)year (grain)", -2.995732273553991),
("day", -2.5902671654458267), ("year", -2.995732273553991),
("integer (numeric)week (grain)", -2.995732273553991),
("hour", -2.5902671654458267), ("month", -2.995732273553991),
("integer (numeric)minute (grain)", -2.995732273553991),
("number (0..19, 20, 30..90)second (grain) ",
-2.995732273553991),
("integer (numeric)month (grain)", -2.995732273553991),
("minute", -2.5902671654458267),
("integer (numeric)hour (grain)", -2.995732273553991)],
n = 11},
koData =
ClassData{prior = -infinity, unseen = -2.9444389791664407,
likelihoods = HashMap.fromList [], n = 0}}),
("tuesday",
Classifier{okData =
ClassData{prior = -0.5306282510621704,
unseen = -3.0910424533583156,
likelihoods = HashMap.fromList [("", 0.0)], n = 20},
koData =
ClassData{prior = -0.8873031950009028, unseen = -2.772588722239781,
likelihoods = HashMap.fromList [("", 0.0)], n = 14}}),
("negative numbers",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -3.1780538303479458,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 22}}),
("about|exactly <duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("half a <grain>", -0.6931471805599453),
("minute", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("half a <grain>",
Classifier{okData =
ClassData{prior = -0.40546510810816444,
unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("hour (grain)", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 2},
koData =
ClassData{prior = -1.0986122886681098,
unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("hour (grain)", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 1}}),
("halloween day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("by the end of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("absorption of article before time", -0.6931471805599453),
("month", -0.6931471805599453)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("hhmm (military) am|pm",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("in <duration>",
Classifier{okData =
ClassData{prior = -7.598590697792199e-2,
unseen = -4.5217885770490405,
likelihoods =
HashMap.fromList
[("week", -3.817712325956905),
("<integer> and a half <grain>", -3.817712325956905),
("<integer> more <unit-of-duration>", -3.817712325956905),
("<integer> + '\"", -3.1245651453969594),
("number.number hours", -3.817712325956905),
("second", -3.1245651453969594), ("day", -3.1245651453969594),
("half an hour", -3.1245651453969594),
("three quarters of an hour", -2.9014215940827497),
("<integer> <unit-of-duration>", -1.5151272329628591),
("quarter of an hour", -2.9014215940827497),
("hour", -2.5649493574615367),
("about|exactly <duration>", -3.817712325956905),
("half a <grain>", -3.817712325956905),
("minute", -1.252762968495368)],
n = 38},
koData =
ClassData{prior = -2.6149597780361984,
unseen = -3.0910424533583156,
likelihoods =
HashMap.fromList
[("week", -2.3513752571634776), ("day", -1.9459101490553135),
("<integer> <unit-of-duration>", -1.6582280766035324)],
n = 3}}),
("<datetime> - <datetime> (interval)",
Classifier{okData =
ClassData{prior = -1.067840630001356, unseen = -3.8066624897703196,
likelihoods =
HashMap.fromList
[("intersecthh:mm", -3.0910424533583156),
("minuteminute", -1.9924301646902063),
("absorption of article before timeabsorption of article before time",
-3.0910424533583156),
("hh:mmhh:mm", -2.174751721484161),
("dayday", -2.174751721484161),
("hourhour", -2.6855773452501515),
("<day-of-month> (ordinal or number) <named-month><day-of-month> (ordinal or number) <named-month>",
-2.6855773452501515),
("absorption of article before timethe <day-of-month> (non ordinal)",
-3.0910424533583156),
("<time-of-day> am|pm<time-of-day> am|pm",
-2.6855773452501515)],
n = 11},
koData =
ClassData{prior = -0.42121346507630353,
unseen = -4.174387269895637,
likelihoods =
HashMap.fromList
[("hourday", -3.0602707946915624),
("dayhour", -3.0602707946915624),
("monthday", -3.0602707946915624),
("absorption of article before time<day-of-month> (ordinal or number) <named-month>",
-3.0602707946915624),
("<time-of-day> am|pmintersect", -3.4657359027997265),
("July<day-of-month> (ordinal or number) <named-month>",
-3.4657359027997265),
("hh:mm<time-of-day> am|pm", -3.0602707946915624),
("absorption of article before timeintersect",
-2.772588722239781),
("minuteminute", -2.2129729343043585),
("absorption of article before timeabsorption of article before time",
-2.772588722239781),
("hh:mmhh:mm", -2.772588722239781),
("dayday", -2.5494451709255714),
("hourhour", -2.772588722239781),
("August<day-of-month> (ordinal or number) <named-month>",
-3.4657359027997265),
("minutehour", -3.0602707946915624),
("hh:mmintersect", -3.0602707946915624),
("absorption of article before timehh:mm", -3.4657359027997265),
("about <time-of-day><time-of-day> am|pm", -3.4657359027997265),
("<time-of-day> am|pm<time-of-day> am|pm",
-3.4657359027997265)],
n = 21}}),
("on the day of <day>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("day", -0.6931471805599453),
("new year's day", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("<time-of-day> - <time-of-day> (interval)",
Classifier{okData =
ClassData{prior = -1.3545456628053103,
unseen = -3.4339872044851463,
likelihoods =
HashMap.fromList
[("<time-of-day> am|pmabsorption of article before time",
-2.70805020110221),
("minuteminute", -1.791759469228055),
("hh:mmhh:mm", -1.791759469228055),
("<time-of-day> am|pmtime-of-day (latent)", -2.70805020110221),
("hourhour", -1.791759469228055),
("<time-of-day> am|pm<time-of-day> am|pm",
-2.3025850929940455)],
n = 8},
koData =
ClassData{prior = -0.29849298855599654,
unseen = -4.110873864173311,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -1.791759469228055),
("hh:mm<time-of-day> am|pm", -2.995732273553991),
("minuteminute", -2.4849066497880004),
("absorption of article before timeabsorption of article before time",
-3.4011973816621555),
("hh:mmhh:mm", -2.70805020110221),
("<time-of-day> am|pmtime-of-day (latent)", -2.995732273553991),
("hourhour", -2.0149030205422647),
("about <time-of-day>time-of-day (latent)",
-3.4011973816621555),
("minutehour", -1.529395204760564),
("absorption of article before timetime-of-day (latent)",
-2.995732273553991),
("absorption of article before timehh:mm", -3.4011973816621555),
("about <time-of-day><time-of-day> am|pm", -3.4011973816621555),
("<time-of-day> am|pm<time-of-day> am|pm",
-3.4011973816621555)],
n = 23}}),
("<number><grain> (one word)",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -2.3025850929940455,
likelihoods = HashMap.fromList [("", 0.0)], n = 8}}),
("winter",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("last n <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.6375861597263857,
likelihoods =
HashMap.fromList
[("week", -2.917770732084279),
("integer (numeric)day (grain)", -2.512305623976115),
("second", -2.512305623976115),
("integer (numeric)second (grain) ", -2.512305623976115),
("number (0..19, 20, 30..90)minute (grain)",
-2.917770732084279),
("integer (numeric)year (grain)", -2.917770732084279),
("day", -2.512305623976115), ("year", -2.917770732084279),
("integer (numeric)week (grain)", -2.917770732084279),
("hour", -2.917770732084279), ("month", -2.512305623976115),
("integer (numeric)minute (grain)", -2.917770732084279),
("integer (numeric)month (grain)", -2.512305623976115),
("minute", -2.512305623976115),
("integer (numeric)hour (grain)", -2.917770732084279)],
n = 11},
koData =
ClassData{prior = -infinity, unseen = -2.772588722239781,
likelihoods = HashMap.fromList [], n = 0}}),
("nth <time> after <time>",
Classifier{okData =
ClassData{prior = -0.2231435513142097,
unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("ordinals (1st..12th, 20th, 30th..90th)thursdayintersect",
-1.791759469228055),
("dayday", -0.8754687373538999),
("ordinals (1st..12th, 20th, 30th..90th)thursdayabsorption of article before time",
-1.3862943611198906),
("ordinals (1st..12th, 20th, 30th..90th)thursdayintersect by 'of', 'from', 's",
-1.791759469228055)],
n = 4},
koData =
ClassData{prior = -1.6094379124341003,
unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("dayday", -1.0986122886681098),
("ordinals (1st..12th, 20th, 30th..90th)thursdayabsorption of article before time",
-1.0986122886681098)],
n = 1}}),
("hhmm (military)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("ordinal (digits)",
Classifier{okData =
ClassData{prior = -0.42488319396526597,
unseen = -2.9444389791664407,
likelihoods = HashMap.fromList [("", 0.0)], n = 17},
koData =
ClassData{prior = -1.0608719606852628,
unseen = -2.3978952727983707,
likelihoods = HashMap.fromList [("", 0.0)], n = 9}}),
("quarter (grain)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3025850929940455,
likelihoods = HashMap.fromList [("", 0.0)], n = 8},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("last <cycle> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("day (grain)October", -1.6739764335716716),
("daymonth", -0.8266785731844679),
("day (grain)intersect", -1.6739764335716716),
("day (grain)intersect by 'of', 'from', 's",
-1.6739764335716716)],
n = 6},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("<day-of-month> ( ordinal) <named-month> year",
Classifier{okData =
ClassData{prior = -0.2411620568168881,
unseen = -3.4011973816621555,
likelihoods =
HashMap.fromList
[("ordinals (1st..12th, 20th, 30th..90th)September",
-1.9810014688665833),
("ordinals (1st..12th, 20th, 30th..90th)April",
-2.268683541318364),
("ordinal (digits)April", -2.6741486494265287),
("month", -0.8823891801984737),
("ordinal (digits)March", -2.268683541318364),
("ordinals (1st..12th, 20th, 30th..90th)March",
-1.9810014688665833)],
n = 11},
koData =
ClassData{prior = -1.540445040947149, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("ordinals (1st..12th, 20th, 30th..90th)absorption of article before time",
-1.1786549963416462),
("month", -1.1786549963416462)],
n = 3}}),
("morning",
Classifier{okData =
ClassData{prior = -0.15415067982725836,
unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -1.9459101490553135,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("week-end",
Classifier{okData =
ClassData{prior = -0.40546510810816444,
unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -1.0986122886681098,
unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("lastnight",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("after <time-of-day>",
Classifier{okData =
ClassData{prior = -2.120263536200091, unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("absorption of article before time", -1.3862943611198906),
("<time-of-day> am|pm", -1.791759469228055),
("hour", -1.0986122886681098)],
n = 3},
koData =
ClassData{prior = -0.12783337150988489,
unseen = -3.9318256327243257,
likelihoods =
HashMap.fromList
[("intersect", -2.8134107167600364),
("absorption of article before time", -1.1394342831883648),
("day", -1.8325814637483102),
("<time-of-day> am|pm", -2.3025850929940455),
("intersect by 'of', 'from', 's", -3.2188758248682006),
("hour", -1.1394342831883648)],
n = 22}}),
("day (grain)",
Classifier{okData =
ClassData{prior = -0.1466034741918754, unseen = -3.044522437723423,
likelihoods = HashMap.fromList [("", 0.0)], n = 19},
koData =
ClassData{prior = -1.9924301646902063,
unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("for <duration> from <time>",
Classifier{okData =
ClassData{prior = -1.0986122886681098,
unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("<integer> <unit-of-duration>absorption of article before time",
-1.0986122886681098),
("dayday", -1.0986122886681098)],
n = 1},
koData =
ClassData{prior = -0.40546510810816444,
unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("dayhour", -0.9808292530117262),
("<integer> <unit-of-duration>absorption of article before time",
-1.3862943611198906),
("<integer> <unit-of-duration>intersect", -1.3862943611198906)],
n = 2}}),
("summer",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<hour-of-day> <integer> (as relative minutes)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("absorption of article before timeinteger (numeric)",
-1.8718021769015913),
("absorption of article before timenumber (0..19, 20, 30..90)",
-1.8718021769015913),
("at <time-of-day>number (0..19, 20, 30..90)",
-1.8718021769015913),
("hour", -0.9555114450274363),
("at <time-of-day>integer (numeric)", -1.8718021769015913)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("dd-dd <month> (interval)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.258096538021482,
likelihoods =
HashMap.fromList
[("September", -2.120263536200091),
("October", -2.5257286443082556), ("July", -1.4271163556401458),
("month", -0.8209805520698302), ("August", -2.120263536200091)],
n = 10},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("within <duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("week", -0.6931471805599453),
("<integer> <unit-of-duration>", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("before yesterday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("August",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3978952727983707,
likelihoods = HashMap.fromList [("", 0.0)], n = 9},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}})]