Duckling/Ranking/Classifiers/HR_XX.hs (1,932 lines of code) (raw):
-- Copyright (c) 2016-present, Facebook, Inc.
-- All rights reserved.
--
-- This source code is licensed under the BSD-style license found in the
-- LICENSE file in the root directory of this source tree. An additional grant
-- of patent rights can be found in the PATENTS file in the same directory.
-----------------------------------------------------------------
-- Auto-generated by regenClassifiers
--
-- DO NOT EDIT UNLESS YOU ARE SURE THAT YOU KNOW WHAT YOU ARE DOING
-- @generated
-----------------------------------------------------------------
{-# LANGUAGE OverloadedStrings #-}
module Duckling.Ranking.Classifiers.HR_XX (classifiers) where
import Data.String
import Prelude
import qualified Data.HashMap.Strict as HashMap
import Duckling.Ranking.Types
classifiers :: Classifiers
classifiers
= HashMap.fromList
[("<time> timezone",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.772588722239781,
likelihoods =
HashMap.fromList
[("<time> <part-of-day>", -2.0149030205422647),
("intersect", -1.6094379124341003),
("hh:mm", -1.6094379124341003), ("hour", -2.0149030205422647),
("minute", -1.0986122886681098)],
n = 5},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("Thursday",
Classifier{okData =
ClassData{prior = -6.899287148695143e-2,
unseen = -2.772588722239781,
likelihoods = HashMap.fromList [("", 0.0)], n = 14},
koData =
ClassData{prior = -2.70805020110221, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.9456429438866826, unseen = -4.564348191467836,
likelihoods = HashMap.fromList [("", 0.0)], n = 94},
koData =
ClassData{prior = -0.49172545239257137,
unseen = -5.0106352940962555,
likelihoods = HashMap.fromList [("", 0.0)], n = 148}}),
("Father's 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}}),
("lunch",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("integer (20..90)",
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}}),
("few",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<time> <part-of-day>",
Classifier{okData =
ClassData{prior = -0.2876820724517809, unseen = -5.214935757608986,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clockmorning", -4.516338972281476),
("until <time-of-day>afternoon", -4.516338972281476),
("dayhour", -2.8115908800430502),
("time-of-day (latent)late night", -3.82319179172153),
("time-of-day (latent)evening|night", -4.110873864173311),
("<time-of-day> o'clockevening|night", -4.516338972281476),
("Mondayearly morning", -3.82319179172153),
("<time-of-day> o'clocktonight", -4.516338972281476),
("<hour-of-day> halfafternoon", -4.516338972281476),
("time-of-day (latent)tonight", -4.110873864173311),
("yesterdayevening|night", -4.516338972281476),
("hourhour", -1.4482860371478585),
("at <time-of-day>afternoon", -3.417726683613366),
("minutehour", -2.501435951739211),
("<time-of-day> o'clockafternoon", -4.516338972281476),
("intersectafternoon", -4.516338972281476),
("time-of-day (latent)morning", -4.516338972281476),
("todayevening|night", -4.516338972281476),
("at <time-of-day>late night", -3.82319179172153),
("hh:mmearly morning", -4.516338972281476),
("<day-of-month>(ordinal) <named-month>morning",
-4.516338972281476),
("half <integer> (HR style hour-of-day)afternoon",
-4.110873864173311),
("numeral after|past (hour-of-day)afternoon",
-4.516338972281476),
("quarter after|past (hour-of-day)afternoon",
-4.516338972281476),
("<time-of-day> o'clocklate night", -4.110873864173311),
("tomorrowlunch", -4.516338972281476),
("todaytonight", -4.516338972281476),
("time-of-day (latent)afternoon", -3.130044611161585),
("intersectmorning", -3.2635760037861075),
("about <time-of-day>afternoon", -3.82319179172153),
("<duration> after <time>afternoon", -4.516338972281476),
("Mondaymorning", -4.516338972281476),
("hh:mmafternoon", -3.2635760037861075),
("between <datetime> and <datetime> (interval)morning",
-4.516338972281476),
("between <time-of-day> and <time-of-day> (interval)morning",
-4.516338972281476),
("at <time-of-day>morning", -4.516338972281476),
("tomorrowevening|night", -4.516338972281476)],
n = 66},
koData =
ClassData{prior = -1.3862943611198906, unseen = -4.564348191467836,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clockmorning", -3.8607297110405954),
("Februarylate night", -3.8607297110405954),
("dayhour", -3.455264602932431),
("yearhour", -3.455264602932431),
("nograinhour", -3.455264602932431),
("monthhour", -3.455264602932431),
("by <time>afternoon", -3.8607297110405954),
("after <time-of-day>morning", -3.8607297110405954),
("hourhour", -2.2512917986064953),
("until <time-of-day>morning", -3.8607297110405954),
("since <time-of-day>morning", -3.8607297110405954),
("minutehour", -2.762117422372486),
("time-of-day (latent)morning", -3.8607297110405954),
("year (latent)afternoon", -3.455264602932431),
("Februarymorning", -3.8607297110405954),
("by <time>morning", -3.8607297110405954),
("numeral to|till|before <integer> (hour-of-day)morning",
-3.8607297110405954),
("Mondaylate night", -3.8607297110405954),
("time-of-day (latent)afternoon", -2.6079667425452278),
("intersectmorning", -3.455264602932431),
("<day-of-month>(ordinal) <named-month>late night",
-3.8607297110405954)],
n = 22}}),
("today",
Classifier{okData =
ClassData{prior = -1.3350010667323402,
unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5},
koData =
ClassData{prior = -0.3053816495511819, unseen = -2.772588722239781,
likelihoods = HashMap.fromList [("", 0.0)], n = 14}}),
("at <time-of-day>",
Classifier{okData =
ClassData{prior = -0.1670540846631662, unseen = -3.912023005428146,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clock", -2.2823823856765264),
("time-of-day (latent)", -1.1192315758708455),
("hh:mm", -2.505525936990736), ("hour", -0.8960880245566356),
("minute", -2.505525936990736)],
n = 22},
koData =
ClassData{prior = -1.8718021769015913, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -0.9555114450274363),
("hour", -0.9555114450274363)],
n = 4}}),
("absorption of , after named day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.5263605246161616,
likelihoods =
HashMap.fromList
[("Wednesday", -2.803360380906535),
("Saturday", -2.803360380906535),
("Monday", -1.8870696490323797),
("Friday", -2.1102132003465894), ("day", -0.8574502318512216),
("Sunday", -2.3978952727983707),
("u <named-day>", -2.3978952727983707)],
n = 13},
koData =
ClassData{prior = -infinity, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [], n = 0}}),
("September",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("tonight",
Classifier{okData =
ClassData{prior = -0.3364722366212129,
unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5},
koData =
ClassData{prior = -1.252762968495368, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),
("integer (0..19)",
Classifier{okData =
ClassData{prior = -0.15822400521489416,
unseen = -3.6109179126442243,
likelihoods = HashMap.fromList [("", 0.0)], n = 35},
koData =
ClassData{prior = -1.9218125974762528,
unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6}}),
("between <time-of-day> and <time-of-day> (interval)",
Classifier{okData =
ClassData{prior = -0.3184537311185346,
unseen = -3.1354942159291497,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -1.9924301646902063),
("minuteminute", -1.2992829841302609),
("time-of-day (latent)time-of-day (latent)",
-2.3978952727983707),
("hh:mmhh:mm", -1.2992829841302609),
("hourhour", -2.3978952727983707),
("minutehour", -1.9924301646902063)],
n = 8},
koData =
ClassData{prior = -1.2992829841302609,
unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -1.0986122886681098),
("minutehour", -1.0986122886681098)],
n = 3}}),
("between <datetime> and <datetime> (interval)",
Classifier{okData =
ClassData{prior = -0.5596157879354228,
unseen = -3.1780538303479458,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -2.03688192726104),
("minuteminute", -1.3437347467010947),
("time-of-day (latent)time-of-day (latent)",
-2.4423470353692043),
("hh:mmhh:mm", -1.3437347467010947),
("hourhour", -2.4423470353692043),
("minutehour", -2.03688192726104)],
n = 8},
koData =
ClassData{prior = -0.8472978603872037, unseen = -2.995732273553991,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -1.55814461804655),
("minuteminute", -1.55814461804655),
("minutehour", -1.55814461804655),
("hh:mmintersect", -1.55814461804655)],
n = 6}}),
("October",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [("", 0.0)], n = 7},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("month (grain)",
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> o'clock",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -3.4657359027997265,
likelihoods =
HashMap.fromList
[("at <time-of-day>", -1.824549292051046),
("time-of-day (latent)", -1.2367626271489267),
("until <time-of-day>", -2.740840023925201),
("hour", -0.7949298748698876)],
n = 13},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -3.4657359027997265,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -0.8690378470236094),
("hour", -0.7949298748698876),
("after <time-of-day>", -2.740840023925201)],
n = 13}}),
("January",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),
("three-quarters of an hour",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Wednesday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3025850929940455,
likelihoods = HashMap.fromList [("", 0.0)], n = 8},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("July",
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}}),
("hour (grain)",
Classifier{okData =
ClassData{prior = -0.8690378470236094, unseen = -2.70805020110221,
likelihoods = HashMap.fromList [("", 0.0)], n = 13},
koData =
ClassData{prior = -0.5436154465889815, unseen = -2.995732273553991,
likelihoods = HashMap.fromList [("", 0.0)], n = 18}}),
("<ordinal> quarter",
Classifier{okData =
ClassData{prior = -0.40546510810816444,
unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("ordinal (digits)quarter (grain)", -1.2992829841302609),
("ordinals (first..19th)quarter (grain)", -1.2992829841302609),
("quarter", -0.7884573603642702)],
n = 4},
koData =
ClassData{prior = -1.0986122886681098,
unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("ordinal (digits)quarter (grain)", -1.252762968495368),
("ordinals (first..19th)quarter (grain)", -1.252762968495368),
("quarter", -0.8472978603872037)],
n = 2}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.44531101665536404,
unseen = -6.100318952020064,
likelihoods =
HashMap.fromList
[("u <named-day><day-of-month>(ordinal) <named-month>",
-5.404927101606295),
("hourday", -4.99946199349813),
("dd.mm<time-of-day> o'clock", -5.404927101606295),
("dayhour", -2.730778452179766),
("daymonth", -3.61316763237824),
("u <named-day><named-month> <day-of-month> (ordinal)",
-5.404927101606295),
("monthyear", -3.7001790093678695),
("Wednesdayintersect", -5.404927101606295),
("christmasyear", -5.404927101606295),
("Wednesdaynext <cycle>", -5.404927101606295),
("u <named-day><time-of-day> o'clock", -5.404927101606295),
("<time> <part-of-day>u <named-day>", -4.018632740486404),
("intersectat <time-of-day>", -5.404927101606295),
("Saturday<time> <part-of-day>", -4.99946199349813),
("day before yesterdayat <time-of-day>", -4.711779921046349),
("Marchyear", -5.404927101606295),
("<named-day> <day-of-month> (ordinal)September",
-4.99946199349813),
("Saturdayat <time-of-day>", -4.99946199349813),
("between <time-of-day> and <time-of-day> (interval)u <named-day>",
-4.711779921046349),
("between <datetime> and <datetime> (interval)u <named-day>",
-4.711779921046349),
("last <cycle>u <named-day>", -5.404927101606295),
("<time-of-day> o'clocktonight", -5.404927101606295),
("from <datetime> - <datetime> (interval)u <named-day>",
-5.404927101606295),
("today<time> <part-of-day>", -4.99946199349813),
("todayat <time-of-day>", -5.404927101606295),
("Thursday<time> timezone", -4.99946199349813),
("from <time-of-day> - <time-of-day> (interval)u <named-day>",
-5.404927101606295),
("next <cycle>u <named-day>", -5.404927101606295),
("dayday", -3.1536353029998), ("hourhour", -5.404927101606295),
("intersect<named-month> <day-of-month> (non ordinal)",
-4.99946199349813),
("Thursdaybetween <time-of-day> and <time-of-day> (interval)",
-4.306314812938186),
("dayyear", -3.900849704830021),
("Thursdaybetween <datetime> and <datetime> (interval)",
-4.306314812938186),
("<time-of-day> o'clocktomorrow", -5.404927101606295),
("Thursday<time> <part-of-day>", -4.99946199349813),
("<time-of-day> - <time-of-day> (interval)u <named-day>",
-4.48863636973214),
("<day-of-month>(ordinal) <named-month>year",
-4.99946199349813),
("<datetime> - <datetime> (interval)u <named-day>",
-4.48863636973214),
("absorption of , after named day<day-of-month>(ordinal) <named-month>",
-4.018632740486404),
("day after tomorrow<time> <part-of-day>", -5.404927101606295),
("Thursdayhh:mm", -4.99946199349813),
("minutemonth", -4.48863636973214),
("day after tomorrowat <time-of-day>", -4.99946199349813),
("absorption of , after named day<named-month> <day-of-month> (ordinal)",
-4.48863636973214),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-4.99946199349813),
("<named-day> <day-of-month> (ordinal)February",
-4.152164133110927),
("this <cycle>u <named-day>", -4.99946199349813),
("last <day-of-week> <time>year", -4.99946199349813),
("dd.mmat <time-of-day>", -4.99946199349813),
("intersect<day-of-month>(ordinal) <named-month>",
-4.48863636973214),
("intersect<named-month> <day-of-month> (ordinal)",
-4.99946199349813),
("Saturday<time-of-day> o'clock", -5.404927101606295),
("day before yesterday<time-of-day> o'clock",
-5.404927101606295),
("<time> <part-of-day><named-day> <day-of-month> (ordinal)",
-4.48863636973214),
("dayminute", -3.0070318288079245),
("u <named-day>at <time-of-day>", -4.99946199349813),
("<time> <part-of-day>intersect", -3.5331249247047034),
("u <named-day><time> <part-of-day>", -4.99946199349813),
("Tuesdayu <named-month>", -5.404927101606295),
("intersectyear", -5.404927101606295),
("intersectSeptember", -4.48863636973214),
("<ordinal> <cycle> of <time>year", -5.404927101606295),
("minuteday", -2.1090902356019656),
("absorption of , after named dayintersect",
-5.404927101606295),
("<time> <part-of-day>intersect by \",\"", -4.48863636973214),
("Octoberyear", -4.306314812938186),
("intersect by \",\"at <time-of-day>", -4.48863636973214),
("absorption of , after named dayintersect by \",\"",
-4.306314812938186),
("yearat <time-of-day>", -5.404927101606295),
("Septemberyear", -4.99946199349813),
("<time> <part-of-day>absorption of , after named day",
-4.711779921046349),
("todaytonight", -5.404927101606295),
("weekday", -4.48863636973214), ("dayweek", -5.404927101606295),
("weekyear", -4.99946199349813),
("Wednesdayu <named-month>", -5.404927101606295),
("u <named-day><named-month> <day-of-month> (non ordinal)",
-5.404927101606295),
("u <named-month>year", -4.99946199349813),
("last <cycle> of <time>year", -4.99946199349813),
("<day-of-month> (non ordinal) <named-month>year",
-5.404927101606295),
("yearminute", -5.404927101606295)],
n = 164},
koData =
ClassData{prior = -1.0233888674305223, unseen = -5.71042701737487,
likelihoods =
HashMap.fromList
[("since <time-of-day>by <time>", -4.3208159036289855),
("year<time-of-day> - <time-of-day> (interval)",
-5.01396308418893),
("hourday", -5.01396308418893), ("dayhour", -3.142160907287339),
("daymonth", -2.9990600636466658),
("monthday", -3.915350795520821),
("monthyear", -3.40452517175483),
("yearhour", -4.608497976080766),
("Wednesdayintersect", -5.01396308418893),
("hh:mmu <named-day>", -3.915350795520821),
("intersectat <time-of-day>", -5.01396308418893),
("Marchyear", -4.608497976080766),
("u <named-day>September", -5.01396308418893),
("<named-day> <day-of-month> (ordinal)September",
-5.01396308418893),
("Thursdayafter <time-of-day>", -4.097672352314775),
("until <time-of-day>u <named-day>", -5.01396308418893),
("since <time-of-day>u <named-day>", -4.608497976080766),
("Sundayu <named-month>", -5.01396308418893),
("absorption of , after named dayJuly", -4.608497976080766),
("JanuaryWednesday", -5.01396308418893),
("Marchintersect", -5.01396308418893),
("dayday", -3.915350795520821),
("<time> <part-of-day>at <time-of-day>", -5.01396308418893),
("monthmonth", -4.097672352314775),
("hourhour", -5.01396308418893),
("<time> <part-of-day>Thursday", -5.01396308418893),
("dayyear", -4.3208159036289855),
("Thursday<time> <part-of-day>", -4.608497976080766),
("<time-of-day> - <time-of-day> (interval)u <named-day>",
-5.01396308418893),
("FebruaryWednesday", -5.01396308418893),
("monthminute", -5.01396308418893),
("absorption of , after named day<day-of-month>(ordinal) <named-month>",
-5.01396308418893),
("minutemonth", -4.608497976080766),
("MarchTuesday", -4.608497976080766),
("absorption of , after named day<named-month> <day-of-month> (ordinal)",
-5.01396308418893),
("intersect<time-of-day> - <time-of-day> (interval)",
-5.01396308418893),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-4.3208159036289855),
("intersect by \",\"<time-of-day> - <time-of-day> (interval)",
-4.097672352314775),
("Aprilyear", -5.01396308418893),
("Julynumeral to|till|before <integer> (hour-of-day)",
-5.01396308418893),
("Thursdaysince <time-of-day>", -4.097672352314775),
("minutenograin", -3.40452517175483),
("dayminute", -3.309214991950505),
("<time> <part-of-day>intersect", -4.608497976080766),
("Tuesdayu <named-month>", -5.01396308418893),
("intersectyear", -4.097672352314775),
("after <time-of-day>by <time>", -4.3208159036289855),
("intersectSeptember", -4.608497976080766),
("minuteday", -2.9990600636466658),
("absorption of , after named dayintersect", -5.01396308418893),
("<time> <part-of-day>intersect by \",\"", -5.01396308418893),
("intersect by \",\"at <time-of-day>", -4.097672352314775),
("absorption of , after named dayintersect by \",\"",
-5.01396308418893),
("yearat <time-of-day>", -5.01396308418893),
("absorption of , after named daySeptember",
-4.608497976080766),
("MarchMarch", -4.3208159036289855),
("after <time-of-day>u <named-day>", -4.608497976080766),
("Wednesdayu <named-month>", -5.01396308418893),
("absorption of , after named dayFebruary", -5.01396308418893),
("hh:mmby <time>", -4.3208159036289855),
("u <named-month>year", -3.915350795520821),
("Tuesdayintersect", -5.01396308418893),
("JanuaryTuesday", -5.01396308418893),
("Sundayintersect", -5.01396308418893),
("Mondayu <named-month>", -5.01396308418893)],
n = 92}}),
("early morning",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<ordinal> <cycle> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("daymonth", -1.7047480922384253),
("ordinals (first..19th)week (grain)intersect",
-1.7047480922384253),
("weekmonth", -1.2992829841302609),
("ordinals (first..19th)day (grain)October",
-1.7047480922384253),
("ordinals (first..19th)week (grain)October",
-1.7047480922384253)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("year (grain)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.639057329615259,
likelihoods = HashMap.fromList [("", 0.0)], n = 12},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("from <datetime> - <datetime> (interval)",
Classifier{okData =
ClassData{prior = -1.0986122886681098,
unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("minuteminute", -1.252762968495368),
("hh:mmhh:mm", -1.252762968495368)],
n = 1},
koData =
ClassData{prior = -0.40546510810816444,
unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -1.5040773967762742),
("minuteminute", -1.5040773967762742),
("minutehour", -1.5040773967762742),
("hh:mmintersect", -1.5040773967762742)],
n = 2}}),
("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}}),
("day before yesterday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("next <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.1354942159291497,
likelihoods =
HashMap.fromList
[("week", -1.7047480922384253),
("month (grain)", -1.9924301646902063),
("year (grain)", -2.3978952727983707),
("week (grain)", -1.7047480922384253),
("quarter", -2.3978952727983707), ("year", -2.3978952727983707),
("month", -1.9924301646902063),
("quarter (grain)", -2.3978952727983707)],
n = 7},
koData =
ClassData{prior = -infinity, unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [], n = 0}}),
("number.number hours",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("from <time-of-day> - <time-of-day> (interval)",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("minuteminute", -1.0986122886681098),
("hh:mmhh:mm", -1.0986122886681098)],
n = 1},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -1.0986122886681098),
("minutehour", -1.0986122886681098)],
n = 1}}),
("yyyy-mm-dd",
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}}),
("year (latent)",
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)", 0.0)],
n = 2}}),
("prije <duration>",
Classifier{okData =
ClassData{prior = -0.13353139262452263,
unseen = -3.044522437723423,
likelihoods =
HashMap.fromList
[("week", -1.6094379124341003), ("day", -1.8971199848858813),
("year", -2.3025850929940455),
("<integer> <unit-of-duration>", -0.916290731874155),
("month", -2.3025850929940455)],
n = 7},
koData =
ClassData{prior = -2.0794415416798357,
unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("<integer> <unit-of-duration>", -1.3862943611198906),
("hour", -1.3862943611198906)],
n = 1}}),
("evening|night",
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}}),
("Monday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.772588722239781,
likelihoods = HashMap.fromList [("", 0.0)], n = 14},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("dd/mm/yyyy",
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}}),
("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 = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("quarteryear", -0.8472978603872037),
("ordinals (first..19th)quarter (grain)year",
-1.252762968495368),
("ordinal (digits)quarter (grain)year", -1.252762968495368)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("after lunch",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("hh:mm:ss",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("numeral to|till|before <integer> (hour-of-day)",
Classifier{okData =
ClassData{prior = -1.791759469228055, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("integer (0..19)noon", -0.916290731874155),
("hour", -0.916290731874155)],
n = 1},
koData =
ClassData{prior = -0.1823215567939546, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("hour", -0.7731898882334817),
("integer (numeric)time-of-day (latent)", -0.7731898882334817)],
n = 5}}),
("quarter to|till|before <integer> (hour-of-day)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("noon", -0.6931471805599453), ("hour", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("a pair",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("nth <time> of <time>",
Classifier{okData =
ClassData{prior = -0.5596157879354228, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("daymonth", -1.0296194171811581),
("ordinals (first..19th)TuesdayOctober", -1.9459101490553135),
("ordinals (first..19th)Wednesdayintersect",
-1.540445040947149),
("ordinals (first..19th)Tuesdayintersect",
-1.9459101490553135)],
n = 4},
koData =
ClassData{prior = -0.8472978603872037,
unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("daymonth", -1.0986122886681098),
("ordinals (first..19th)WednesdayOctober", -1.3862943611198906),
("ordinals (first..19th)TuesdaySeptember", -1.791759469228055)],
n = 3}}),
("April",
Classifier{okData =
ClassData{prior = -0.2876820724517809,
unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -1.3862943611198906,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("week (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}}),
("valentine's 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}}),
("last <day-of-week> <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.9444389791664407,
likelihoods =
HashMap.fromList
[("daymonth", -0.9444616088408514),
("Sundayu <named-month>", -2.1972245773362196),
("SundayMarch", -2.1972245773362196),
("MondayMarch", -2.1972245773362196),
("Sundayintersect", -1.791759469228055),
("Mondayu <named-month>", -2.1972245773362196)],
n = 6},
koData =
ClassData{prior = -infinity, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0}}),
("now",
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}}),
("this <part-of-day>",
Classifier{okData =
ClassData{prior = -0.2231435513142097, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("evening|night", -1.8718021769015913),
("afternoon", -1.466337068793427),
("hour", -0.9555114450274363),
("morning", -1.8718021769015913)],
n = 4},
koData =
ClassData{prior = -1.6094379124341003,
unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("hour", -1.252762968495368),
("late night", -1.252762968495368)],
n = 1}}),
("<day-of-month>(ordinal) <named-month>",
Classifier{okData =
ClassData{prior = -4.652001563489282e-2,
unseen = -3.912023005428146,
likelihoods =
HashMap.fromList
[("ordinal (digits)September", -3.1986731175506815),
("ordinal (digits)August", -2.793208009442517),
("ordinals (first..19th)March", -2.2823823856765264),
("ordinal (digits)February", -1.493925025312256),
("ordinal (digits)April", -3.1986731175506815),
("month", -0.8007778447523107),
("ordinal (digits)March", -2.505525936990736)],
n = 21},
koData =
ClassData{prior = -3.0910424533583156,
unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("ordinal (digits)April", -1.5040773967762742),
("month", -1.5040773967762742)],
n = 1}}),
("numbers i",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods =
HashMap.fromList [("integer (20..90)integer (0..19)", 0.0)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("numbers prefix with -, negative or minus",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -2.5649493574615367,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 11}}),
("Friday",
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}}),
("new year's eve",
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}}),
("tomorrow",
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}}),
("Mother's 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}}),
("<time> after next",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("Friday", -1.3862943611198906), ("day", -1.3862943611198906),
("March", -1.3862943611198906), ("month", -1.3862943611198906)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("by <time>",
Classifier{okData =
ClassData{prior = -2.5649493574615367,
unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("hour", -1.5040773967762742),
("midnight|EOD|end of day", -1.5040773967762742)],
n = 1},
koData =
ClassData{prior = -8.004270767353637e-2,
unseen = -3.4657359027997265,
likelihoods =
HashMap.fromList
[("intersect", -2.740840023925201),
("time-of-day (latent)", -1.488077055429833),
("hh:mm", -2.0476928433652555), ("noon", -2.3353749158170367),
("hour", -1.2367626271489267), ("minute", -1.824549292051046)],
n = 12}}),
("half 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}}),
("fractional number",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -2.833213344056216,
likelihoods = HashMap.fromList [("", 0.0)], n = 15}}),
("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}}),
("afternoon",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.1780538303479458,
likelihoods = HashMap.fromList [("", 0.0)], n = 22},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<duration> from now",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("year", -1.252762968495368),
("<integer> <unit-of-duration>", -0.8472978603872037),
("minute", -1.252762968495368)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("February",
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}}),
("this <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.295836866004329,
likelihoods =
HashMap.fromList
[("week", -1.8718021769015913),
("month (grain)", -2.5649493574615367),
("year (grain)", -2.5649493574615367),
("week (grain)", -1.8718021769015913),
("day", -2.5649493574615367), ("quarter", -2.159484249353372),
("year", -2.5649493574615367), ("month", -2.5649493574615367),
("quarter (grain)", -2.159484249353372),
("day (grain)", -2.5649493574615367)],
n = 8},
koData =
ClassData{prior = -infinity, unseen = -2.3978952727983707,
likelihoods = HashMap.fromList [], n = 0}}),
("minute (grain)",
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}}),
("<hour-of-day> half",
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}}),
("about <time-of-day>",
Classifier{okData =
ClassData{prior = -0.5596157879354228,
unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("at <time-of-day>", -1.7047480922384253),
("time-of-day (latent)", -1.0116009116784799),
("hour", -0.7884573603642702)],
n = 4},
koData =
ClassData{prior = -0.8472978603872037,
unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -0.8109302162163288),
("hour", -0.8109302162163288)],
n = 3}}),
("time-of-day (latent)",
Classifier{okData =
ClassData{prior = -0.5965203448708736,
unseen = -3.7612001156935624,
likelihoods =
HashMap.fromList
[("integer (numeric)", -0.1823215567939546),
("integer (0..19)", -2.128231705849268)],
n = 38},
koData =
ClassData{prior = -0.8001193001121132, unseen = -3.58351893845611,
likelihoods =
HashMap.fromList
[("integer (numeric)", -0.37729423114146804),
("few", -2.8622008809294686),
("integer (0..19)", -1.6094379124341003),
("a pair", -2.8622008809294686)],
n = 31}}),
("for <duration>",
Classifier{okData =
ClassData{prior = -0.11441035117774422,
unseen = -4.3694478524670215,
likelihoods =
HashMap.fromList
[("week", -2.9704144655697013),
("three-quarters of an hour", -2.7472709142554916),
("number.number hours", -3.6635616461296463),
("second", -3.6635616461296463), ("day", -2.5649493574615367),
("half an hour", -2.5649493574615367),
("year", -3.6635616461296463),
("<integer> <unit-of-duration>", -1.221214610760442),
("hour", -2.4107986776342782), ("month", -3.6635616461296463),
("minute", -1.5234954826333758),
("about <duration>", -3.6635616461296463)],
n = 33},
koData =
ClassData{prior = -2.2246235515243336, unseen = -3.044522437723423,
likelihoods =
HashMap.fromList
[("<integer> <unit-of-duration>", -1.3862943611198906),
("hour", -1.3862943611198906)],
n = 4}}),
("year",
Classifier{okData =
ClassData{prior = -0.2006706954621511, unseen = -2.995732273553991,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 18},
koData =
ClassData{prior = -1.7047480922384253, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 4}}),
("<integer> <unit-of-duration>",
Classifier{okData =
ClassData{prior = -0.9808292530117262,
unseen = -4.5217885770490405,
likelihoods =
HashMap.fromList
[("week", -2.5649493574615367),
("integer (0..19)year (grain)", -3.1245651453969594),
("integer (numeric)day (grain)", -2.431417964837014),
("integer (0..19)hour (grain)", -3.817712325956905),
("second", -3.817712325956905),
("a pairhour (grain)", -3.817712325956905),
("integer (numeric)year (grain)", -3.817712325956905),
("day", -2.3136349291806306), ("year", -2.9014215940827497),
("integer (numeric)week (grain)", -3.817712325956905),
("integer (0..19)month (grain)", -3.41224721784874),
("integer (0..19)second (grain)", -3.817712325956905),
("hour", -2.5649493574615367), ("month", -3.41224721784874),
("integer (numeric)minute (grain)", -2.7191000372887952),
("integer (0..19)minute (grain)", -3.817712325956905),
("fewhour (grain)", -3.817712325956905),
("minute", -2.5649493574615367),
("integer (numeric)hour (grain)", -3.1245651453969594),
("integer (0..19)day (grain)", -3.817712325956905),
("integer (0..19)week (grain)", -2.7191000372887952)],
n = 33},
koData =
ClassData{prior = -0.4700036292457356, unseen = -4.912654885736052,
likelihoods =
HashMap.fromList
[("week", -2.959364629383116),
("integer (0..19)year (grain)", -3.8066624897703196),
("integer (numeric)day (grain)", -3.518980417318539),
("fewday (grain)", -4.212127597878484),
("integer (0..19)hour (grain)", -2.959364629383116),
("second", -3.295836866004329),
("numbers ihour (grain)", -3.8066624897703196),
("integer (numeric)second (grain)", -3.8066624897703196),
("integer (numeric)year (grain)", -3.8066624897703196),
("day", -2.959364629383116), ("year", -3.295836866004329),
("integer (numeric)week (grain)", -3.295836866004329),
("integer (0..19)month (grain)", -3.8066624897703196),
("integer (0..19)second (grain)", -3.8066624897703196),
("hour", -1.5730702682632256), ("month", -3.295836866004329),
("integer (numeric)minute (grain)", -3.8066624897703196),
("integer (0..19)minute (grain)", -3.8066624897703196),
("integer (numeric)month (grain)", -3.8066624897703196),
("minute", -3.295836866004329),
("integer (numeric)hour (grain)", -1.9095425048844386),
("integer (0..19)day (grain)", -3.8066624897703196),
("integer (0..19)week (grain)", -3.8066624897703196)],
n = 55}}),
("ordinals (first..19th)",
Classifier{okData =
ClassData{prior = -6.899287148695143e-2,
unseen = -2.772588722239781,
likelihoods = HashMap.fromList [("", 0.0)], n = 14},
koData =
ClassData{prior = -2.70805020110221, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("<duration> after <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.772588722239781,
likelihoods =
HashMap.fromList
[("quarter of an hourtime-of-day (latent)", -2.0149030205422647),
("minutehour", -1.6094379124341003),
("minutenograin", -2.0149030205422647),
("<integer> <unit-of-duration>christmas", -2.0149030205422647),
("quarter of an hour<time> <part-of-day>", -2.0149030205422647),
("yearday", -2.0149030205422647),
("<integer> <unit-of-duration>now", -2.0149030205422647)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [], n = 0}}),
("intersect by \",\"",
Classifier{okData =
ClassData{prior = -0.35667494393873245,
unseen = -4.890349128221754,
likelihoods =
HashMap.fromList
[("u <named-day><day-of-month>(ordinal) <named-month>",
-4.189654742026425),
("<named-month> <day-of-month> (ordinal)intersect",
-4.189654742026425),
("u <named-day><named-month> <day-of-month> (ordinal)",
-4.189654742026425),
("intersecthh:mm", -4.189654742026425),
("intersect by \",\"year", -3.784189633918261),
("dayday", -2.1102132003465894),
("intersect by \",\"hh:mm", -3.2733640101522705),
("intersect by \",\"intersect by \",\"", -4.189654742026425),
("intersect<named-month> <day-of-month> (non ordinal)",
-4.189654742026425),
("dayyear", -2.803360380906535),
("Wednesday<day-of-month>(ordinal) <named-month>",
-4.189654742026425),
("<named-month> <day-of-month> (ordinal)intersect by \",\"",
-4.189654742026425),
("<day-of-month>(ordinal) <named-month>year",
-4.189654742026425),
("Monday<day-of-month>(ordinal) <named-month>",
-3.4965075614664802),
("intersect<day-of-month>(ordinal) <named-month>",
-3.784189633918261),
("intersect<named-month> <day-of-month> (ordinal)",
-4.189654742026425),
("Fridayintersect", -4.189654742026425),
("intersect by \",\"intersect", -4.189654742026425),
("intersectintersect by \",\"", -4.189654742026425),
("dayminute", -2.1102132003465894),
("intersectyear", -3.784189633918261),
("minuteday", -3.2733640101522705),
("Sunday<day-of-month>(ordinal) <named-month>",
-3.784189633918261),
("yearhh:mm", -4.189654742026425),
("Friday<named-month> <day-of-month> (ordinal)",
-3.784189633918261),
("intersectintersect", -4.189654742026425),
("Fridayintersect by \",\"", -3.0910424533583156),
("u <named-day><named-month> <day-of-month> (non ordinal)",
-4.189654742026425),
("Monday<named-month> <day-of-month> (non ordinal)",
-4.189654742026425),
("<named-month> <day-of-month> (ordinal)year",
-3.784189633918261),
("yearminute", -4.189654742026425),
("Monday<named-month> <day-of-month> (ordinal)",
-4.189654742026425)],
n = 42},
koData =
ClassData{prior = -1.2039728043259361, unseen = -4.442651256490317,
likelihoods =
HashMap.fromList
[("hourday", -3.7376696182833684),
("<named-month> <day-of-month> (ordinal)intersect",
-3.7376696182833684),
("dayhour", -2.639057329615259),
("daymonth", -2.639057329615259),
("monthyear", -3.7376696182833684),
("Friday<named-month> <day-of-month> (non ordinal)",
-3.332204510175204),
("u <named-day>September", -3.7376696182833684),
("dayday", -2.639057329615259),
("Saturday<named-month> <day-of-month> (non ordinal)",
-3.7376696182833684),
("FridayJuly", -3.332204510175204),
("minutemonth", -3.7376696182833684),
("at <time-of-day><day-of-month>(ordinal) <named-month>",
-3.7376696182833684),
("Aprilyear", -3.7376696182833684),
("MondayFebruary", -3.7376696182833684),
("Saturday<named-month> <day-of-month> (ordinal)",
-3.7376696182833684),
("Fridayintersect", -3.7376696182833684),
("intersect by \",\"intersect", -3.7376696182833684),
("SaturdaySeptember", -3.7376696182833684),
("intersectSeptember", -3.7376696182833684),
("intersectintersect", -3.7376696182833684),
("Friday<day-of-month>(ordinal) <named-month>",
-3.7376696182833684),
("Fridayintersect by \",\"", -3.7376696182833684)],
n = 18}}),
("hh:mm",
Classifier{okData =
ClassData{prior = -2.6668247082161294e-2,
unseen = -3.6635616461296463,
likelihoods = HashMap.fromList [("", 0.0)], n = 37},
koData =
ClassData{prior = -3.6375861597263857,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("quarter of an hour",
Classifier{okData =
ClassData{prior = -0.3364722366212129,
unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5},
koData =
ClassData{prior = -1.252762968495368, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),
("second (grain)",
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}}),
("u <named-day>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.6635616461296463,
likelihoods =
HashMap.fromList
[("Thursday", -1.845826690498331),
("absorption of , after named day", -2.538973871058276),
("Wednesday", -2.538973871058276),
("Saturday", -2.2512917986064953),
("Monday", -2.9444389791664407),
("Friday", -2.9444389791664407), ("day", -0.8649974374866046),
("Sunday", -2.9444389791664407)],
n = 15},
koData =
ClassData{prior = -infinity, unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [], n = 0}}),
("<named-day> <day-of-month> (ordinal)",
Classifier{okData =
ClassData{prior = -0.10536051565782628,
unseen = -3.1354942159291497,
likelihoods =
HashMap.fromList
[("absorption of , after named dayordinal (digits)",
-1.0116009116784799),
("day", -0.7884573603642702),
("Tuesdayordinal (digits)", -2.3978952727983707),
("u <named-day>ordinal (digits)", -2.3978952727983707)],
n = 9},
koData =
ClassData{prior = -2.3025850929940455,
unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("absorption of , after named dayordinal (digits)",
-1.0986122886681098),
("day", -1.0986122886681098)],
n = 1}}),
("last <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("evening|night", -1.9459101490553135),
("day", -1.540445040947149), ("Sunday", -1.9459101490553135),
("hour", -1.540445040947149), ("Tuesday", -1.9459101490553135),
("week-end", -1.9459101490553135)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0}}),
("March",
Classifier{okData =
ClassData{prior = -0.4795730802618862, unseen = -2.70805020110221,
likelihoods = HashMap.fromList [("", 0.0)], n = 13},
koData =
ClassData{prior = -0.9650808960435872,
unseen = -2.3025850929940455,
likelihoods = HashMap.fromList [("", 0.0)], n = 8}}),
("since <time-of-day>",
Classifier{okData =
ClassData{prior = -2.772588722239781, unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("hh:mm", -1.7047480922384253),
("minute", -1.7047480922384253)],
n = 1},
koData =
ClassData{prior = -6.453852113757118e-2,
unseen = -3.6888794541139363,
likelihoods =
HashMap.fromList
[("<time> <part-of-day>", -2.9704144655697013),
("intersect", -1.8718021769015913),
("numeral to|till|before <integer> (hour-of-day)",
-2.9704144655697013),
("now", -2.9704144655697013), ("hh:mm", -2.277267285009756),
("nograin", -2.0541237336955462),
("<datetime> - <datetime> (interval)", -2.5649493574615367),
("<time-of-day> - <time-of-day> (interval)",
-2.5649493574615367),
("minute", -1.1786549963416462)],
n = 15}}),
("noon",
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}}),
("until <time-of-day>",
Classifier{okData =
ClassData{prior = -1.2039728043259361, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clock", -1.8718021769015913),
("time-of-day (latent)", -1.466337068793427),
("hour", -1.1786549963416462)],
n = 3},
koData =
ClassData{prior = -0.35667494393873245,
unseen = -3.0910424533583156,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -2.3513752571634776),
("hh:mm", -1.6582280766035324), ("noon", -1.9459101490553135),
("hour", -1.4350845252893227),
("midnight|EOD|end of day", -2.3513752571634776),
("minute", -1.6582280766035324)],
n = 7}}),
("<integer> and an half hours",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("integer (0..19)", 0.0)],
n = 1}}),
("after <duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("day", -0.6931471805599453),
("<integer> <unit-of-duration>", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("late night",
Classifier{okData =
ClassData{prior = -0.5596157879354228, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -0.8472978603872037,
unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("midnight|EOD|end 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}}),
("next <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.0910424533583156,
likelihoods =
HashMap.fromList
[("Wednesday", -2.3513752571634776),
("Monday", -2.3513752571634776),
("Friday", -2.3513752571634776), ("day", -1.0986122886681098),
("March", -2.3513752571634776), ("month", -2.3513752571634776),
("Tuesday", -1.6582280766035324)],
n = 7},
koData =
ClassData{prior = -infinity, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [], n = 0}}),
("last <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.044522437723423,
likelihoods =
HashMap.fromList
[("week", -1.3862943611198906),
("month (grain)", -2.3025850929940455),
("year (grain)", -1.8971199848858813),
("week (grain)", -1.3862943611198906),
("year", -1.8971199848858813), ("month", -2.3025850929940455)],
n = 7},
koData =
ClassData{prior = -infinity, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0}}),
("christmas",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("new year's 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 n <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -4.007333185232471,
likelihoods =
HashMap.fromList
[("week", -2.6026896854443837),
("integer (0..19)year (grain)", -3.295836866004329),
("integer (numeric)day (grain)", -3.295836866004329),
("fewday (grain)", -3.295836866004329),
("integer (0..19)hour (grain)", -3.295836866004329),
("second", -2.890371757896165),
("integer (numeric)second (grain)", -3.295836866004329),
("integer (numeric)year (grain)", -3.295836866004329),
("day", -2.6026896854443837), ("year", -2.890371757896165),
("integer (numeric)week (grain)", -2.890371757896165),
("integer (0..19)month (grain)", -3.295836866004329),
("integer (0..19)second (grain)", -3.295836866004329),
("hour", -2.890371757896165), ("month", -2.890371757896165),
("integer (numeric)minute (grain)", -3.295836866004329),
("integer (0..19)minute (grain)", -3.295836866004329),
("integer (numeric)month (grain)", -3.295836866004329),
("minute", -2.890371757896165),
("integer (numeric)hour (grain)", -3.295836866004329),
("integer (0..19)day (grain)", -3.295836866004329),
("integer (0..19)week (grain)", -3.295836866004329)],
n = 16},
koData =
ClassData{prior = -infinity, unseen = -3.1354942159291497,
likelihoods = HashMap.fromList [], n = 0}}),
("halloween 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}}),
("by the end of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("today", -1.8718021769015913),
("next <cycle>", -1.8718021769015913),
("day", -1.466337068793427),
("this <cycle>", -1.466337068793427),
("month", -1.466337068793427)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("in <duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -4.343805421853684,
likelihoods =
HashMap.fromList
[("week", -2.9444389791664407),
("three-quarters of an hour", -2.7212954278522306),
("number.number hours", -3.6375861597263857),
("second", -3.6375861597263857), ("day", -2.538973871058276),
("half an hour", -2.538973871058276),
("year", -3.6375861597263857),
("<integer> <unit-of-duration>", -1.2396908869280152),
("hour", -2.384823191231018), ("month", -3.6375861597263857),
("minute", -1.55814461804655),
("about <duration>", -3.6375861597263857)],
n = 32},
koData =
ClassData{prior = -infinity, unseen = -2.5649493574615367,
likelihoods = HashMap.fromList [], n = 0}}),
("<datetime> - <datetime> (interval)",
Classifier{okData =
ClassData{prior = -0.5596157879354228, unseen = -3.367295829986474,
likelihoods =
HashMap.fromList
[("since <time-of-day>hh:mm", -2.639057329615259),
("minuteminute", -1.3862943611198906),
("hh:mmhh:mm", -1.7227665977411035),
("dayday", -2.2335922215070942),
("<named-month> <day-of-month> (non ordinal)<named-month> <day-of-month> (non ordinal)",
-2.2335922215070942),
("after <time-of-day>hh:mm", -2.639057329615259)],
n = 8},
koData =
ClassData{prior = -0.8472978603872037,
unseen = -3.2188758248682006,
likelihoods =
HashMap.fromList
[("<named-month> <day-of-month> (non ordinal)July",
-2.4849066497880004),
("daymonth", -2.0794415416798357),
("minuteminute", -1.5686159179138452),
("after <time-of-day>intersect", -2.4849066497880004),
("hh:mmintersect", -2.0794415416798357),
("<named-month> <day-of-month> (non ordinal)August",
-2.4849066497880004),
("since <time-of-day>intersect", -2.4849066497880004)],
n = 6}}),
("Tuesday",
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> - <time-of-day> (interval)",
Classifier{okData =
ClassData{prior = -0.8266785731844679, unseen = -3.258096538021482,
likelihoods =
HashMap.fromList
[("since <time-of-day>hh:mm", -2.5257286443082556),
("hh:mmtime-of-day (latent)", -2.5257286443082556),
("minuteminute", -1.2729656758128873),
("hh:mmhh:mm", -1.6094379124341003),
("minutehour", -2.5257286443082556),
("after <time-of-day>hh:mm", -2.5257286443082556)],
n = 7},
koData =
ClassData{prior = -0.5753641449035618,
unseen = -3.4011973816621555,
likelihoods =
HashMap.fromList
[("since <time-of-day>time-of-day (latent)",
-2.6741486494265287),
("hh:mmtime-of-day (latent)", -1.9810014688665833),
("hourhour", -2.6741486494265287),
("minutehour", -1.1700712526502546),
("numeral to|till|before <integer> (hour-of-day)time-of-day (latent)",
-1.9810014688665833),
("at <time-of-day>time-of-day (latent)", -2.6741486494265287),
("after <time-of-day>time-of-day (latent)",
-2.6741486494265287)],
n = 9}}),
("winter",
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}}),
("quarter after|past (hour-of-day)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("last n <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -4.110873864173311,
likelihoods =
HashMap.fromList
[("week", -2.70805020110221),
("integer (0..19)year (grain)", -3.4011973816621555),
("integer (numeric)day (grain)", -2.995732273553991),
("integer (0..19)hour (grain)", -3.4011973816621555),
("second", -2.995732273553991),
("numbers ihour (grain)", -2.995732273553991),
("integer (numeric)second (grain)", -3.4011973816621555),
("integer (numeric)year (grain)", -3.4011973816621555),
("day", -2.70805020110221), ("year", -2.995732273553991),
("integer (numeric)week (grain)", -2.995732273553991),
("integer (0..19)month (grain)", -3.4011973816621555),
("integer (0..19)second (grain)", -3.4011973816621555),
("hour", -2.3025850929940455), ("month", -2.995732273553991),
("integer (numeric)minute (grain)", -3.4011973816621555),
("integer (0..19)minute (grain)", -3.4011973816621555),
("integer (numeric)month (grain)", -3.4011973816621555),
("minute", -2.995732273553991),
("integer (numeric)hour (grain)", -2.995732273553991),
("integer (0..19)day (grain)", -3.4011973816621555),
("integer (0..19)week (grain)", -3.4011973816621555)],
n = 19},
koData =
ClassData{prior = -infinity, unseen = -3.1354942159291497,
likelihoods = HashMap.fromList [], n = 0}}),
("nth <time> after <time>",
Classifier{okData =
ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("dayday", -0.916290731874155),
("ordinals (first..19th)Tuesdayintersect", -0.916290731874155)],
n = 1},
koData =
ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("ordinals (first..19th)Tuesdaychristmas", -0.916290731874155),
("dayday", -0.916290731874155)],
n = 1}}),
("<named-month> <day-of-month> (non ordinal)",
Classifier{okData =
ClassData{prior = -0.6061358035703156,
unseen = -2.9444389791664407,
likelihoods =
HashMap.fromList
[("Augustinteger (numeric)", -1.791759469228055),
("month", -0.9444616088408514),
("Februaryinteger (numeric)", -2.1972245773362196),
("Septemberinteger (numeric)", -2.1972245773362196),
("Julyinteger (numeric)", -1.791759469228055)],
n = 6},
koData =
ClassData{prior = -0.7884573603642702, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("Aprilinteger (numeric)", -2.0794415416798357),
("month", -0.9808292530117262),
("Julyinteger (numeric)", -1.1631508098056809)],
n = 5}}),
("numeral after|past (hour-of-day)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("hour", -0.6931471805599453),
("integer (20..90)time-of-day (latent)", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("<day-of-month> (non ordinal) <named-month>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("integer (numeric)April", -0.6931471805599453),
("month", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("this|next <day-of-week>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.1780538303479458,
likelihoods =
HashMap.fromList
[("Wednesday", -2.03688192726104), ("Monday", -2.03688192726104),
("Friday", -2.4423470353692043), ("day", -0.832909122935104),
("Tuesday", -1.5260563034950494)],
n = 9},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("ordinal (digits)",
Classifier{okData =
ClassData{prior = -3.7740327982847086e-2,
unseen = -3.332204510175204,
likelihoods = HashMap.fromList [("", 0.0)], n = 26},
koData =
ClassData{prior = -3.295836866004329, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("quarter (grain)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3978952727983707,
likelihoods = HashMap.fromList [("", 0.0)], n = 9},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("last <cycle> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("day (grain)October", -1.9459101490553135),
("daymonth", -1.540445040947149),
("day (grain)intersect", -1.9459101490553135),
("weekmonth", -1.540445040947149),
("week (grain)intersect", -1.9459101490553135),
("week (grain)September", -1.9459101490553135)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0}}),
("<day-of-month>(ordinal) <named-month> year",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("ordinals (first..19th)March", -1.6094379124341003),
("ordinal (digits)April", -1.6094379124341003),
("month", -0.916290731874155),
("ordinal (digits)March", -1.6094379124341003)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("morning",
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}}),
("half <integer> (HR style hour-of-day)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("week-end",
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}}),
("after <time-of-day>",
Classifier{okData =
ClassData{prior = -2.890371757896165, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("hh:mm", -1.9459101490553135),
("minute", -1.9459101490553135)],
n = 1},
koData =
ClassData{prior = -5.715841383994864e-2,
unseen = -3.8501476017100584,
likelihoods =
HashMap.fromList
[("<time> <part-of-day>", -3.1354942159291497),
("<time-of-day> o'clock", -3.1354942159291497),
("intersect", -2.03688192726104),
("numeral to|till|before <integer> (hour-of-day)",
-3.1354942159291497),
("now", -3.1354942159291497),
("time-of-day (latent)", -3.1354942159291497),
("hh:mm", -2.4423470353692043),
("nograin", -2.2192034840549946), ("hour", -2.7300291078209855),
("<datetime> - <datetime> (interval)", -2.7300291078209855),
("<time-of-day> - <time-of-day> (interval)",
-2.7300291078209855),
("minute", -1.3437347467010947)],
n = 17}}),
("day (grain)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.9444389791664407,
likelihoods = HashMap.fromList [("", 0.0)], n = 17},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("dd.mm",
Classifier{okData =
ClassData{prior = -1.8718021769015913,
unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -0.1670540846631662,
unseen = -2.5649493574615367,
likelihoods = HashMap.fromList [("", 0.0)], n = 11}}),
("day after tomorrow",
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}}),
("<month> dd-dd (interval)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("July", -0.6931471805599453), ("month", -0.6931471805599453)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("about <duration>",
Classifier{okData =
ClassData{prior = -0.5108256237659907, unseen = -2.772588722239781,
likelihoods =
HashMap.fromList
[("half an hour", -1.6094379124341003),
("quarter of an hour", -1.0986122886681098),
("minute", -0.7621400520468967)],
n = 6},
koData =
ClassData{prior = -0.916290731874155, unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("quarter of an hour", -0.7884573603642702),
("minute", -0.7884573603642702)],
n = 4}}),
("u <named-month>",
Classifier{okData =
ClassData{prior = -0.7884573603642702, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("October", -1.540445040947149), ("March", -1.252762968495368),
("month", -0.8472978603872037)],
n = 5},
koData =
ClassData{prior = -0.6061358035703156, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("September", -1.6739764335716716),
("October", -1.1631508098056809),
("month", -0.8266785731844679)],
n = 6}}),
("summer",
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}}),
("this <time>",
Classifier{okData =
ClassData{prior = -0.11778303565638351,
unseen = -3.258096538021482,
likelihoods =
HashMap.fromList
[("Wednesday", -2.5257286443082556),
("evening|night", -2.5257286443082556),
("Monday", -2.5257286443082556), ("day", -1.4271163556401458),
("hour", -1.8325814637483102), ("winter", -2.5257286443082556),
("week-end", -2.120263536200091),
("summer", -2.120263536200091)],
n = 8},
koData =
ClassData{prior = -2.1972245773362196,
unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("day", -1.7047480922384253), ("Tuesday", -1.7047480922384253)],
n = 1}}),
("<named-month> <day-of-month> (ordinal)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("Julyordinal (digits)", -1.3862943611198906),
("Septemberordinal (digits)", -1.791759469228055),
("Februaryordinal (digits)", -1.791759469228055),
("month", -0.8754687373538999)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("August",
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}})]