Duckling/Ranking/Classifiers/SV_XX.hs (1,636 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.SV_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 = -3.4339872044851463,
likelihoods =
HashMap.fromList
[("at <time-of-day>", -1.3217558399823195),
("hh:mm", -1.455287232606842), ("hour", -2.0149030205422647),
("minute", -1.0033021088637848)],
n = 13},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.8176416508043156, unseen = -4.897839799950911,
likelihoods = HashMap.fromList [("", 0.0)], n = 132},
koData =
ClassData{prior = -0.5824497609739314,
unseen = -5.1298987149230735,
likelihoods = HashMap.fromList [("", 0.0)], n = 167}}),
("the day before yesterday",
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 = -0.6931471805599453,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("Tisdag",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3978952727983707,
likelihoods = HashMap.fromList [("", 0.0)], n = 9},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("integer (20..90)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<time> <part-of-day>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("dayhour", -0.9555114450274363),
("tomorrowevening", -1.8718021769015913),
("tomorrowlunch", -1.8718021769015913),
("yesterdayevening", -1.8718021769015913),
("Mandagmorning", -1.8718021769015913)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("couple, 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}}),
("dd/mm",
Classifier{okData =
ClassData{prior = -0.5108256237659907,
unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -0.916290731874155, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),
("sommar",
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}}),
("today",
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}}),
("at <time-of-day>",
Classifier{okData =
ClassData{prior = -0.3014753945841168,
unseen = -4.7535901911063645,
likelihoods =
HashMap.fromList
[("<time> timezone", -3.1354942159291497),
("time-of-day (latent)", -1.3437347467010947),
("relative minutes after|past <integer> (hour-of-day)",
-3.6463198396951406),
("hh:mm", -1.8545603704670852),
("<time-of-day> sharp", -3.6463198396951406),
("hour", -1.2791962255635234), ("minute", -1.5668782980153044)],
n = 54},
koData =
ClassData{prior = -1.3460204619819507, unseen = -3.828641396489095,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -0.8109302162163288),
("hour", -0.8109302162163288)],
n = 19}}),
("absorption of , after named day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.1354942159291497,
likelihoods =
HashMap.fromList
[("Sondag", -2.3978952727983707),
("Mandag", -1.7047480922384253),
("Lordag", -2.3978952727983707), ("day", -0.8938178760220964),
("Onsdag", -2.3978952727983707),
("Fredag", -1.9924301646902063)],
n = 8},
koData =
ClassData{prior = -infinity, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0}}),
("September",
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}}),
("tonight",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("on <date>",
Classifier{okData =
ClassData{prior = -0.48285177172358457,
unseen = -4.304065093204169,
likelihoods =
HashMap.fromList
[("on <date>", -3.597312260588446),
("Mandag", -3.597312260588446), ("Torsdag", -2.211017899468555),
("Lordag", -3.597312260588446),
("the <day-of-month> (non ordinal)", -3.1918471524802814),
("<day-of-month>(ordinal) <named-month>", -2.344549292093078),
("day", -0.9231636111619171),
("the <day-of-month> (ordinal)", -3.597312260588446),
("afternoon", -3.597312260588446),
("<day-of-month> (ordinal)", -2.093234863812172),
("hour", -3.597312260588446),
("<day-of-month> (non ordinal) <named-month>",
-3.597312260588446)],
n = 29},
koData =
ClassData{prior = -0.9597758438138939, unseen = -3.951243718581427,
likelihoods =
HashMap.fromList
[("on <date>", -2.322387720290225),
("year (latent)", -1.8523840910444898),
("time-of-day (latent)", -1.8523840910444898),
("year", -1.62924053973028), ("hour", -1.62924053973028)],
n = 18}}),
("integer (0..19)",
Classifier{okData =
ClassData{prior = -0.16251892949777494, unseen = -3.58351893845611,
likelihoods = HashMap.fromList [("", 0.0)], n = 34},
koData =
ClassData{prior = -1.8971199848858813,
unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6}}),
("between <time-of-day> and <time-of-day> (interval)",
Classifier{okData =
ClassData{prior = -0.2876820724517809,
unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -1.6094379124341003),
("minuteminute", -1.2039728043259361),
("hh:mmhh:mm", -1.2039728043259361),
("minutehour", -1.6094379124341003)],
n = 3},
koData =
ClassData{prior = -1.3862943611198906,
unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -1.0986122886681098),
("minutehour", -1.0986122886681098)],
n = 1}}),
("between <datetime> and <datetime> (interval)",
Classifier{okData =
ClassData{prior = -0.5108256237659907,
unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -1.7047480922384253),
("minuteminute", -1.2992829841302609),
("hh:mmhh:mm", -1.2992829841302609),
("minutehour", -1.7047480922384253)],
n = 3},
koData =
ClassData{prior = -0.916290731874155, 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}}),
("month (grain)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3978952727983707,
likelihoods = HashMap.fromList [("", 0.0)], n = 9},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<integer> more <unit-of-duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("integer (numeric)minute (grain)", -1.252762968495368),
("integer (0..19)minute (grain)", -1.252762968495368),
("minute", -0.8472978603872037)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("<time-of-day> o'clock",
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}}),
("vinter",
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}}),
("Juli",
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}}),
("hour (grain)",
Classifier{okData =
ClassData{prior = -0.11778303565638351,
unseen = -2.3025850929940455,
likelihoods = HashMap.fromList [("", 0.0)], n = 8},
koData =
ClassData{prior = -2.1972245773362196,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("<ordinal> quarter",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("ordinal (digits)quarter (grain)", -1.252762968495368),
("ordinals (first..twentieth,thirtieth,...)quarter (grain)",
-1.252762968495368),
("quarter", -0.8472978603872037)],
n = 2},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("ordinal (digits)quarter (grain)", -1.252762968495368),
("ordinals (first..twentieth,thirtieth,...)quarter (grain)",
-1.252762968495368),
("quarter", -0.8472978603872037)],
n = 2}}),
("Last year",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.35003530316883363,
unseen = -5.860786223465865,
likelihoods =
HashMap.fromList
[("Onsdagthis <cycle>", -5.1647859739235145),
("Torsdag<time> timezone", -3.912023005428146),
("<datetime> - <datetime> (interval)on <date>",
-4.0661736852554045),
("<time-of-day> - <time-of-day> (interval)on <date>",
-4.0661736852554045),
("hourday", -5.1647859739235145),
("dayhour", -2.9134941753170187),
("daymonth", -3.1498829533812494),
("monthyear", -3.1498829533812494),
("Torsdagbetween <time-of-day> and <time-of-day> (interval)",
-4.75932086581535),
("Mandagon <date>", -5.1647859739235145),
("yyyy-mm-ddat <time-of-day>", -4.471638793363569),
("intersecthh:mm", -5.1647859739235145),
("Torsdagbetween <datetime> and <datetime> (interval)",
-4.75932086581535),
("Torsdagat <time-of-day>", -4.248495242049359),
("Marsyear", -5.1647859739235145),
("intersect by \"of\", \"from\", \"'s\"year",
-4.75932086581535),
("Oktoberyear", -3.5553480614894135),
("Torsdagfrom <time-of-day> - <time-of-day> (interval)",
-4.471638793363569),
("Torsdagfrom <datetime> - <datetime> (interval)",
-4.471638793363569),
("last <day-of-week> of <time>year", -5.1647859739235145),
("todayat <time-of-day>", -4.75932086581535),
("the <day-of-month> (ordinal)Februari", -5.1647859739235145),
("dayday", -3.2929837970219227),
("dd/mmat <time-of-day>", -4.248495242049359),
("intersect by \",\"hh:mm", -4.248495242049359),
("dayyear", -3.5553480614894135),
("tomorrow<time-of-day> sharp", -4.75932086581535),
("<day-of-month>(ordinal) <named-month>year",
-4.75932086581535),
("Onsdag<named-month> <day-of-month> (non ordinal)",
-5.1647859739235145),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-4.0661736852554045),
("tomorrowuntil <time-of-day>", -4.75932086581535),
("absorption of , after named day<day-of-month> (non ordinal) <named-month>",
-4.471638793363569),
("after <time-of-day>at <time-of-day>", -4.75932086581535),
("the <day-of-month> (ordinal)Mars", -4.0661736852554045),
("intersect by \",\"<day-of-month> (non ordinal) <named-month>",
-4.75932086581535),
("Mandagthis <cycle>", -5.1647859739235145),
("tomorrowafter <time-of-day>", -4.75932086581535),
("from <time-of-day> - <time-of-day> (interval)on <date>",
-4.248495242049359),
("dayminute", -2.361425593016979),
("from <datetime> - <datetime> (interval)on <date>",
-4.471638793363569),
("on <date>Mars", -4.0661736852554045),
("<ordinal> <cycle> of <time>year", -4.75932086581535),
("minuteday", -2.5620962884791303),
("absorption of , after named dayintersect",
-5.1647859739235145),
("yearhh:mm", -5.1647859739235145),
("Tisdagthis <time>", -4.75932086581535),
("Onsdagnext <cycle>", -5.1647859739235145),
("absorption of , after named dayintersect by \",\"",
-4.75932086581535),
("Sondaglast <cycle>", -5.1647859739235145),
("Septemberyear", -4.248495242049359),
("at <time-of-day>on <date>", -5.1647859739235145),
("between <time-of-day> and <time-of-day> (interval)on <date>",
-5.1647859739235145),
("between <datetime> and <datetime> (interval)on <date>",
-5.1647859739235145),
("dayweek", -4.0661736852554045),
("Tisdagthis <cycle>", -5.1647859739235145),
("on <date>Februari", -5.1647859739235145),
("weekyear", -4.248495242049359),
("hh:mmtomorrow", -4.471638793363569),
("tomorrowat <time-of-day>", -3.912023005428146),
("at <time-of-day>tomorrow", -4.75932086581535),
("Sondag<day-of-month> (non ordinal) <named-month>",
-5.1647859739235145),
("last <cycle> of <time>year", -4.248495242049359),
("<day-of-month> (non ordinal) <named-month>year",
-4.75932086581535),
("yearminute", -5.1647859739235145)],
n = 136},
koData =
ClassData{prior = -1.2196389210703353, unseen = -5.262690188904886,
likelihoods =
HashMap.fromList
[("OnsdagFebruari", -4.564348191467836),
("dayhour", -2.6184380424125226),
("daymonth", -2.4242820279715653),
("monthyear", -3.648057459593681),
("Mandagon <date>", -4.1588830833596715),
("yyyy-mm-ddat <time-of-day>", -3.871201010907891),
("Torsdagat <time-of-day>", -3.0602707946915624),
("Marsyear", -3.871201010907891),
("intersect by \"of\", \"from\", \"'s\"year",
-3.4657359027997265),
("Torsdagfrom <datetime> - <datetime> (interval)",
-4.564348191467836),
("Mandagintersect", -4.1588830833596715),
("absorption of , after named dayJuli", -4.1588830833596715),
("hourmonth", -4.1588830833596715),
("dd/mmat <time-of-day>", -3.648057459593681),
("dayyear", -3.1780538303479458),
("Onsdagthis <time>", -3.648057459593681),
("Aprilyear", -4.564348191467836),
("yearmonth", -4.564348191467836),
("until <time-of-day>on <date>", -4.564348191467836),
("Torsdaghh:mm", -4.1588830833596715),
("dayminute", -3.311585222972468),
("minuteday", -3.0602707946915624),
("Tisdagthis <time>", -4.1588830833596715),
("hh:mmon <date>", -3.1780538303479458),
("on <date>Februari", -4.1588830833596715),
("absorption of , after named dayFebruari", -3.871201010907891),
("intersectFebruari", -4.1588830833596715),
("Mandagthis <time>", -4.564348191467836),
("Sondagthis <time>", -4.564348191467836)],
n = 57}}),
("<ordinal> <cycle> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.890371757896165,
likelihoods =
HashMap.fromList
[("daymonth", -1.7346010553881064),
("ordinals (first..twentieth,thirtieth,...)week (grain)Oktober",
-1.7346010553881064),
("ordinals (first..twentieth,thirtieth,...)week (grain)intersect",
-1.7346010553881064),
("weekmonth", -1.2237754316221157),
("ordinals (first..twentieth,thirtieth,...)day (grain)Oktober",
-1.7346010553881064)],
n = 6},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("year (grain)",
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}}),
("from <datetime> - <datetime> (interval)",
Classifier{okData =
ClassData{prior = -0.8472978603872037,
unseen = -3.1780538303479458,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -2.4423470353692043),
("minuteminute", -1.5260563034950494),
("time-of-day (latent)time-of-day (latent)",
-2.4423470353692043),
("hh:mmhh:mm", -1.5260563034950494),
("hourhour", -2.4423470353692043),
("minutehour", -2.4423470353692043)],
n = 6},
koData =
ClassData{prior = -0.5596157879354228, unseen = -3.332204510175204,
likelihoods =
HashMap.fromList
[("yearhour", -2.6026896854443837),
("hh:mmtime-of-day (latent)", -1.9095425048844386),
("minuteminute", -1.9095425048844386),
("yearyear", -2.6026896854443837),
("year (latent)year (latent)", -2.6026896854443837),
("minutehour", -1.9095425048844386),
("hh:mmintersect", -1.9095425048844386),
("year (latent)time-of-day (latent)", -2.6026896854443837)],
n = 8}}),
("next <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.044522437723423,
likelihoods =
HashMap.fromList
[("week", -1.6094379124341003),
("month (grain)", -2.3025850929940455),
("year (grain)", -2.3025850929940455),
("week (grain)", -1.6094379124341003),
("quarter", -2.3025850929940455), ("year", -2.3025850929940455),
("month", -2.3025850929940455),
("quarter (grain)", -2.3025850929940455)],
n = 6},
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 = -0.45198512374305727,
unseen = -3.044522437723423,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -2.3025850929940455),
("minuteminute", -1.2039728043259361),
("time-of-day (latent)time-of-day (latent)",
-2.3025850929940455),
("hh:mmhh:mm", -1.2039728043259361),
("hourhour", -2.3025850929940455),
("minutehour", -2.3025850929940455)],
n = 7},
koData =
ClassData{prior = -1.0116009116784799, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -1.0296194171811581),
("minutehour", -1.0296194171811581)],
n = 4}}),
("yyyy-mm-dd",
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}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("integer (numeric)", -0.15415067982725836),
("integer (0..19)", -1.9459101490553135)],
n = 12}}),
("Sondag",
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}}),
("Mandag",
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}}),
("dd/mm/yyyy",
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}}),
("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}}),
("<ordinal> quarter <year>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("ordinals (first..twentieth,thirtieth,...)quarter (grain)year",
-1.252762968495368),
("quarteryear", -0.8472978603872037),
("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}}),
("Torsdag",
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}}),
("quarter to|till|before <integer> (hour-of-day)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -1.0986122886681098),
("noon", -1.5040773967762742), ("hour", -0.8109302162163288)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("Lordag",
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}}),
("nth <time> of <time>",
Classifier{okData =
ClassData{prior = -0.5596157879354228,
unseen = -3.1354942159291497,
likelihoods =
HashMap.fromList
[("ordinals (first..twentieth,thirtieth,...)TisdagOktober",
-1.9924301646902063),
("daymonth", -0.8938178760220964),
("ordinals (first..twentieth,thirtieth,...)Onsdagintersect",
-1.4816045409242156),
("ordinals (first..twentieth,thirtieth,...)Tisdagintersect",
-1.9924301646902063)],
n = 8},
koData =
ClassData{prior = -0.8472978603872037,
unseen = -2.9444389791664407,
likelihoods =
HashMap.fromList
[("daymonth", -0.9444616088408514),
("ordinals (first..twentieth,thirtieth,...)OnsdagOktober",
-1.2809338454620642),
("ordinals (first..twentieth,thirtieth,...)TisdagSeptember",
-1.791759469228055)],
n = 6}}),
("the <day-of-month> (non ordinal)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("April",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("week (grain)",
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}}),
("now",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),
("this <part-of-day>",
Classifier{okData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("hour", -0.6931471805599453),
("morning", -0.6931471805599453)],
n = 1}}),
("<day-of-month>(ordinal) <named-month>",
Classifier{okData =
ClassData{prior = -9.53101798043249e-2,
unseen = -3.258096538021482,
likelihoods =
HashMap.fromList
[("ordinals (first..twentieth,thirtieth,...)Mars",
-1.6094379124341003),
("ordinal (digits)Februari", -2.120263536200091),
("month", -0.8209805520698302),
("ordinal (digits)Mars", -1.6094379124341003)],
n = 10},
koData =
ClassData{prior = -2.3978952727983707,
unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("ordinals (first..twentieth,thirtieth,...)April",
-1.252762968495368),
("month", -1.252762968495368)],
n = 1}}),
("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 = -3.4339872044851463,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 29}}),
("in|during the <part-of-day>",
Classifier{okData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("hour", -0.6931471805599453),
("morning", -0.6931471805599453)],
n = 1}}),
("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 = -2.833213344056216,
likelihoods = HashMap.fromList [("", 0.0)], n = 15},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("last <day-of-week>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("Tisdag", -0.6931471805599453), ("day", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("<time> after next",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("day", -1.1786549963416462), ("Mars", -1.8718021769015913),
("month", -1.8718021769015913), ("Onsdag", -1.8718021769015913),
("Fredag", -1.466337068793427)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("half an hour",
Classifier{okData =
ClassData{prior = -0.5108256237659907,
unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -0.916290731874155, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),
("the <day-of-month> (ordinal)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("ordinals (first..twentieth,thirtieth,...)",
-0.916290731874155),
("ordinal (digits)", -0.5108256237659907)],
n = 8},
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 = -2.1972245773362196,
likelihoods = HashMap.fromList [("", 0.0)], n = 7}}),
("afternoon",
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}}),
("<duration> from now",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("second", -1.2039728043259361),
("<integer> <unit-of-duration>", -1.2039728043259361),
("a <unit-of-duration>", -1.6094379124341003),
("minute", -1.6094379124341003)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("this <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.044522437723423,
likelihoods =
HashMap.fromList
[("week", -1.3862943611198906),
("year (grain)", -1.8971199848858813),
("week (grain)", -1.3862943611198906),
("quarter", -2.3025850929940455), ("year", -1.8971199848858813),
("quarter (grain)", -2.3025850929940455)],
n = 7},
koData =
ClassData{prior = -infinity, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0}}),
("minute (grain)",
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}}),
("Februari",
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}}),
("about <time-of-day>",
Classifier{okData =
ClassData{prior = -0.5108256237659907,
unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 3},
koData =
ClassData{prior = -0.916290731874155, unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 2}}),
("time-of-day (latent)",
Classifier{okData =
ClassData{prior = -0.6567795363890705,
unseen = -3.8066624897703196,
likelihoods =
HashMap.fromList
[("integer (numeric)", -4.652001563489282e-2),
("integer (0..19)", -3.0910424533583156)],
n = 42},
koData =
ClassData{prior = -0.7308875085427924,
unseen = -3.7376696182833684,
likelihoods =
HashMap.fromList
[("integer (numeric)", -0.10265415406008334),
("integer (0..19)", -2.327277705584417)],
n = 39}}),
("year",
Classifier{okData =
ClassData{prior = -0.33024168687057687,
unseen = -3.2188758248682006,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 23},
koData =
ClassData{prior = -1.2685113254635072,
unseen = -2.3978952727983707,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 9}}),
("last <day-of-week> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("daymonth", -0.916290731874155),
("Sondagintersect", -1.6094379124341003),
("SondagMars", -1.6094379124341003),
("MandagMars", -1.6094379124341003)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("<integer> <unit-of-duration>",
Classifier{okData =
ClassData{prior = -0.6231885919530349, unseen = -4.574710978503383,
likelihoods =
HashMap.fromList
[("week", -2.6184380424125226),
("integer (0..19)year (grain)", -3.871201010907891),
("integer (numeric)day (grain)", -2.772588722239781),
("couple, a pairhour (grain)", -3.871201010907891),
("integer (0..19)hour (grain)", -3.871201010907891),
("second", -3.1780538303479458),
("integer (numeric)second (grain)", -3.871201010907891),
("integer (numeric)year (grain)", -3.871201010907891),
("day", -2.166452918669466), ("year", -3.4657359027997265),
("integer (numeric)week (grain)", -3.1780538303479458),
("integer (0..19)month (grain)", -3.871201010907891),
("integer (0..19)second (grain)", -3.4657359027997265),
("hour", -2.772588722239781), ("month", -3.4657359027997265),
("integer (numeric)minute (grain)", -2.772588722239781),
("integer (0..19)minute (grain)", -2.9549102790337356),
("integer (numeric)month (grain)", -3.871201010907891),
("minute", -2.2617630984737906),
("integer (numeric)hour (grain)", -3.1780538303479458),
("integer (0..19)day (grain)", -2.772588722239781),
("integer (0..19)week (grain)", -3.1780538303479458)],
n = 37},
koData =
ClassData{prior = -0.7683706017975328, unseen = -4.465908118654584,
likelihoods =
HashMap.fromList
[("week", -2.662587827025453),
("integer (0..19)year (grain)", -3.355735007585398),
("integer (numeric)day (grain)", -3.068052935133617),
("integer (0..19)hour (grain)", -3.7612001156935624),
("second", -2.8449093838194073),
("integer (numeric)second (grain)", -3.355735007585398),
("integer (numeric)year (grain)", -3.068052935133617),
("day", -2.662587827025453), ("year", -2.662587827025453),
("integer (numeric)week (grain)", -3.355735007585398),
("integer (0..19)month (grain)", -3.068052935133617),
("integer (0..19)second (grain)", -3.355735007585398),
("hour", -2.8449093838194073), ("month", -2.662587827025453),
("integer (numeric)minute (grain)", -3.355735007585398),
("integer (0..19)minute (grain)", -3.355735007585398),
("integer (numeric)month (grain)", -3.355735007585398),
("minute", -2.8449093838194073),
("integer (numeric)hour (grain)", -3.068052935133617),
("integer (0..19)day (grain)", -3.355735007585398),
("integer (0..19)week (grain)", -3.068052935133617)],
n = 32}}),
("relative minutes after|past <integer> (hour-of-day)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("hour", -0.8109302162163288),
("integer (numeric)time-of-day (latent)", -1.0986122886681098),
("integer (20..90)time-of-day (latent)", -1.5040773967762742)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("Oktober",
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}}),
("a <unit-of-duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.2188758248682006,
likelihoods =
HashMap.fromList
[("week", -2.0794415416798357),
("hour (grain)", -2.4849066497880004),
("second", -2.0794415416798357),
("week (grain)", -2.0794415416798357),
("day", -2.4849066497880004),
("minute (grain)", -2.4849066497880004),
("second (grain)", -2.0794415416798357),
("hour", -2.4849066497880004), ("minute", -2.4849066497880004),
("day (grain)", -2.4849066497880004)],
n = 7},
koData =
ClassData{prior = -infinity, unseen = -2.3978952727983707,
likelihoods = HashMap.fromList [], n = 0}}),
("intersect by \",\"",
Classifier{okData =
ClassData{prior = -0.1590646946296874, unseen = -4.51085950651685,
likelihoods =
HashMap.fromList
[("at <time-of-day>Lordag", -3.8066624897703196),
("Lordag<day-of-month> (non ordinal) <named-month>",
-3.8066624897703196),
("intersect by \",\"year", -3.8066624897703196),
("hh:mmintersect by \",\"", -3.8066624897703196),
("dayday", -2.1019143975318944),
("dayyear", -2.890371757896165),
("<named-month> <day-of-month> (non ordinal)intersect",
-3.8066624897703196),
("Onsdag<named-month> <day-of-month> (non ordinal)",
-3.8066624897703196),
("Fredagintersect by \",\"", -3.4011973816621555),
("intersect by \",\"<day-of-month> (non ordinal) <named-month>",
-3.4011973816621555),
("hh:mmintersect", -3.8066624897703196),
("intersect by \",\"intersect", -3.8066624897703196),
("at <time-of-day>intersect", -3.8066624897703196),
("dayminute", -2.70805020110221),
("intersectyear", -3.8066624897703196),
("minuteday", -2.1019143975318944),
("<named-month> <day-of-month> (non ordinal)Fredag",
-3.8066624897703196),
("Fredag<named-month> <day-of-month> (non ordinal)",
-3.4011973816621555),
("hh:mmabsorption of , after named day", -3.8066624897703196),
("at <time-of-day>intersect by \",\"", -3.8066624897703196),
("at <time-of-day>absorption of , after named day",
-3.8066624897703196),
("intersectintersect", -3.8066624897703196),
("Fredagintersect", -3.8066624897703196),
("Mandag<named-month> <day-of-month> (non ordinal)",
-3.4011973816621555),
("Mandag<day-of-month> (non ordinal) <named-month>",
-3.8066624897703196),
("Sondag<day-of-month> (non ordinal) <named-month>",
-3.8066624897703196),
("<named-month> <day-of-month> (non ordinal)year",
-3.4011973816621555),
("hh:mmLordag", -3.8066624897703196)],
n = 29},
koData =
ClassData{prior = -1.916922612182061, unseen = -3.7612001156935624,
likelihoods =
HashMap.fromList
[("OnsdagFebruari", -3.044522437723423),
("daymonth", -1.9459101490553135),
("MandagFebruari", -2.639057329615259),
("FredagJuli", -2.639057329615259)],
n = 5}}),
("hh:mm",
Classifier{okData =
ClassData{prior = -1.9418085857101627e-2,
unseen = -3.970291913552122,
likelihoods = HashMap.fromList [("", 0.0)], n = 51},
koData =
ClassData{prior = -3.951243718581427, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("quarter after|past <integer> (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}}),
("second (grain)",
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}}),
("ordinals (first..twentieth,thirtieth,...)",
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}}),
("<time-of-day> sharp",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("at <time-of-day>", -1.2992829841302609),
("time-of-day (latent)", -1.2992829841302609),
("hour", -0.7884573603642702)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("Mars",
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}}),
("intersect by \"of\", \"from\", \"'s\"",
Classifier{okData =
ClassData{prior = -0.8649974374866046, unseen = -3.367295829986474,
likelihoods =
HashMap.fromList
[("daymonth", -1.3862943611198906),
("OnsdagOktober", -2.2335922215070942),
("TisdagOktober", -2.2335922215070942),
("Onsdagintersect", -2.2335922215070942),
("Onsdagnext <cycle>", -2.639057329615259),
("Sondaglast <cycle>", -2.639057329615259),
("dayweek", -2.2335922215070942)],
n = 8},
koData =
ClassData{prior = -0.5465437063680699,
unseen = -3.5553480614894135,
likelihoods =
HashMap.fromList
[("daymonth", -1.041453874828161),
("OnsdagOktober", -2.4277482359480516),
("Sondagintersect", -2.833213344056216),
("TisdagSeptember", -2.4277482359480516),
("Tisdagintersect", -2.4277482359480516),
("Onsdagintersect", -2.4277482359480516),
("SondagMars", -2.833213344056216),
("MandagMars", -2.833213344056216)],
n = 11}}),
("<duration> ago",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.4965075614664802,
likelihoods =
HashMap.fromList
[("week", -1.6739764335716716), ("day", -1.8562979903656263),
("year", -2.367123614131617),
("<integer> <unit-of-duration>", -0.9007865453381898),
("a <unit-of-duration>", -2.772588722239781),
("month", -2.367123614131617)],
n = 13},
koData =
ClassData{prior = -infinity, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0}}),
("last <time>",
Classifier{okData =
ClassData{prior = -0.5108256237659907,
unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("Tisdag", -1.791759469228055), ("Sondag", -1.791759469228055),
("day", -1.3862943611198906), ("hour", -1.791759469228055),
("week-end", -1.791759469228055)],
n = 3},
koData =
ClassData{prior = -0.916290731874155, unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("Sondag", -1.6094379124341003),
("Mandag", -1.6094379124341003), ("day", -1.2039728043259361)],
n = 2}}),
("<day-of-month> (ordinal)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("ordinals (first..twentieth,thirtieth,...)",
-0.916290731874155),
("ordinal (digits)", -0.5108256237659907)],
n = 8},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("the day after tomorrow",
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}}),
("noon",
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}}),
("until <time-of-day>",
Classifier{okData =
ClassData{prior = -0.2876820724517809, unseen = -2.890371757896165,
likelihoods =
HashMap.fromList
[("at <time-of-day>", -0.8873031950009028),
("hour", -0.8873031950009028)],
n = 6},
koData =
ClassData{prior = -1.3862943611198906,
unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("intersect", -1.5040773967762742),
("hh:mm", -1.5040773967762742),
("minute", -1.0986122886681098)],
n = 2}}),
("Augusti",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3978952727983707,
likelihoods = HashMap.fromList [("", 0.0)], n = 9},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<integer> and an half hours",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("integer (numeric)", -0.6931471805599453),
("integer (0..19)", -0.6931471805599453)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("after <duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("day", -0.6931471805599453),
("<integer> <unit-of-duration>", -0.6931471805599453)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("evening",
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}}),
("decimal number",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("next <time>",
Classifier{okData =
ClassData{prior = -0.6931471805599453, unseen = -2.772588722239781,
likelihoods =
HashMap.fromList
[("Tisdag", -2.0149030205422647),
("Mandag", -2.0149030205422647), ("day", -1.3217558399823195),
("Mars", -2.0149030205422647), ("month", -2.0149030205422647),
("Onsdag", -2.0149030205422647)],
n = 4},
koData =
ClassData{prior = -0.6931471805599453, unseen = -2.772588722239781,
likelihoods =
HashMap.fromList
[("day", -1.3217558399823195), ("Mars", -2.0149030205422647),
("month", -2.0149030205422647), ("Onsdag", -2.0149030205422647),
("Fredag", -1.6094379124341003)],
n = 4}}),
("last <cycle>",
Classifier{okData =
ClassData{prior = -0.45198512374305727,
unseen = -3.1354942159291497,
likelihoods =
HashMap.fromList
[("week", -1.7047480922384253),
("month (grain)", -2.3978952727983707),
("year (grain)", -1.7047480922384253),
("week (grain)", -1.7047480922384253),
("year", -1.7047480922384253), ("month", -2.3978952727983707)],
n = 7},
koData =
ClassData{prior = -1.0116009116784799, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("week", -1.6739764335716716),
("week (grain)", -1.6739764335716716),
("day", -1.6739764335716716),
("day (grain)", -1.6739764335716716)],
n = 4}}),
("Onsdag",
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}}),
("christmas",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("new year's 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 n <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.912023005428146,
likelihoods =
HashMap.fromList
[("week", -2.793208009442517),
("integer (0..19)year (grain)", -3.1986731175506815),
("integer (numeric)day (grain)", -3.1986731175506815),
("integer (0..19)hour (grain)", -3.1986731175506815),
("second", -2.793208009442517),
("integer (numeric)second (grain)", -3.1986731175506815),
("integer (numeric)year (grain)", -3.1986731175506815),
("day", -2.793208009442517), ("year", -2.793208009442517),
("integer (numeric)week (grain)", -3.1986731175506815),
("integer (0..19)month (grain)", -3.1986731175506815),
("integer (0..19)second (grain)", -3.1986731175506815),
("hour", -2.793208009442517), ("month", -2.793208009442517),
("integer (numeric)minute (grain)", -3.1986731175506815),
("integer (0..19)minute (grain)", -3.1986731175506815),
("integer (numeric)month (grain)", -3.1986731175506815),
("minute", -2.793208009442517),
("integer (numeric)hour (grain)", -3.1986731175506815),
("integer (0..19)day (grain)", -3.1986731175506815),
("integer (0..19)week (grain)", -3.1986731175506815)],
n = 14},
koData =
ClassData{prior = -infinity, unseen = -3.0910424533583156,
likelihoods = HashMap.fromList [], n = 0}}),
("Fredag",
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}}),
("in <duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -4.3694478524670215,
likelihoods =
HashMap.fromList
[("week", -3.258096538021482),
("<integer> more <unit-of-duration>", -3.258096538021482),
("number.number hours", -3.6635616461296463),
("second", -2.9704144655697013), ("day", -2.5649493574615367),
("half an hour", -3.6635616461296463),
("<integer> <unit-of-duration>", -1.3121863889661687),
("a <unit-of-duration>", -2.5649493574615367),
("<integer> and an half hours", -3.258096538021482),
("hour", -2.4107986776342782), ("minute", -1.466337068793427),
("about <duration>", -3.258096538021482)],
n = 33},
koData =
ClassData{prior = -infinity, unseen = -2.5649493574615367,
likelihoods = HashMap.fromList [], n = 0}}),
("<datetime> - <datetime> (interval)",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -3.6109179126442243,
likelihoods =
HashMap.fromList
[("minuteminute", -1.3862943611198906),
("hh:mmhh:mm", -1.3862943611198906),
("dayday", -1.791759469228055),
("<day-of-month> (non ordinal) <named-month><day-of-month> (non ordinal) <named-month>",
-1.791759469228055)],
n = 13},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -3.6109179126442243,
likelihoods =
HashMap.fromList
[("Juli<day-of-month> (non ordinal) <named-month>",
-2.890371757896165),
("monthday", -1.791759469228055),
("minuteminute", -1.6376087894007967),
("hh:mmhh:mm", -2.890371757896165),
("dayyear", -2.4849066497880004),
("Augusti<day-of-month> (non ordinal) <named-month>",
-1.9740810260220096),
("hh:mmintersect", -1.791759469228055),
("dd/mmyear", -2.4849066497880004)],
n = 13}}),
("<time-of-day> - <time-of-day> (interval)",
Classifier{okData =
ClassData{prior = -0.587786664902119, unseen = -3.2188758248682006,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -2.0794415416798357),
("minuteminute", -0.9808292530117262),
("hh:mmhh:mm", -0.9808292530117262),
("minutehour", -2.0794415416798357)],
n = 10},
koData =
ClassData{prior = -0.8109302162163288, unseen = -3.044522437723423,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -0.916290731874155),
("minuteminute", -2.3025850929940455),
("hh:mmhh:mm", -2.3025850929940455),
("minutehour", -0.916290731874155)],
n = 8}}),
("last 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)", -2.890371757896165),
("second", -2.890371757896165),
("integer (numeric)second (grain)", -3.295836866004329),
("integer (numeric)year (grain)", -2.890371757896165),
("day", -2.6026896854443837), ("year", -2.6026896854443837),
("integer (numeric)week (grain)", -3.295836866004329),
("integer (0..19)month (grain)", -2.890371757896165),
("integer (0..19)second (grain)", -3.295836866004329),
("hour", -3.295836866004329), ("month", -2.6026896854443837),
("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)", -2.890371757896165)],
n = 17},
koData =
ClassData{prior = -infinity, unseen = -3.044522437723423,
likelihoods = HashMap.fromList [], n = 0}}),
("<named-month> <day-of-month> (non ordinal)",
Classifier{okData =
ClassData{prior = -0.10536051565782628,
unseen = -3.1354942159291497,
likelihoods =
HashMap.fromList
[("Aprilinteger (numeric)", -2.3978952727983707),
("Februariinteger (numeric)", -1.2992829841302609),
("month", -0.7884573603642702),
("Juliinteger (numeric)", -1.7047480922384253)],
n = 9},
koData =
ClassData{prior = -2.3025850929940455,
unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("Aprilinteger (numeric)", -1.0986122886681098),
("month", -1.0986122886681098)],
n = 1}}),
("<day-of-month> (non ordinal) <named-month>",
Classifier{okData =
ClassData{prior = -0.1466034741918754, unseen = -3.828641396489095,
likelihoods =
HashMap.fromList
[("integer (numeric)September", -3.1135153092103742),
("integer (numeric)Augusti", -1.5040773967762742),
("integer (numeric)April", -3.1135153092103742),
("month", -0.8109302162163288),
("integer (numeric)Februari", -2.1972245773362196),
("integer (numeric)Juli", -2.70805020110221),
("integer (numeric)Mars", -2.70805020110221)],
n = 19},
koData =
ClassData{prior = -1.9924301646902063, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("month", -1.1786549963416462),
("integer (numeric)Juli", -1.1786549963416462)],
n = 3}}),
("this|next <day-of-week>",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("Tisdag", -1.7047480922384253),
("Mandag", -1.7047480922384253), ("day", -1.0116009116784799),
("Onsdag", -1.7047480922384253)],
n = 3},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("day", -1.0116009116784799), ("Onsdag", -1.7047480922384253),
("Fredag", -1.2992829841302609)],
n = 3}}),
("ordinal (digits)",
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}}),
("quarter (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}}),
("last <cycle> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.1354942159291497,
likelihoods =
HashMap.fromList
[("daymonth", -1.4816045409242156),
("day (grain)intersect", -1.9924301646902063),
("weekmonth", -1.4816045409242156),
("day (grain)Oktober", -1.9924301646902063),
("week (grain)intersect", -1.9924301646902063),
("week (grain)September", -1.9924301646902063)],
n = 8},
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..twentieth,thirtieth,...)April",
-1.6094379124341003),
("ordinals (first..twentieth,thirtieth,...)Mars",
-1.6094379124341003),
("month", -0.916290731874155),
("ordinal (digits)Mars", -1.6094379124341003)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("morning",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("week-end",
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}}),
("after <time-of-day>",
Classifier{okData =
ClassData{prior = -0.6931471805599453, unseen = -3.332204510175204,
likelihoods =
HashMap.fromList
[("at <time-of-day>", -1.6863989535702288),
("intersect", -2.1972245773362196),
("tomorrow", -2.1972245773362196), ("day", -2.1972245773362196),
("hour", -1.349926716949016)],
n = 8},
koData =
ClassData{prior = -0.6931471805599453, unseen = -3.332204510175204,
likelihoods =
HashMap.fromList
[("lunch", -2.6026896854443837),
("year (latent)", -1.9095425048844386),
("time-of-day (latent)", -1.9095425048844386),
("year", -1.9095425048844386), ("hh:mm", -2.6026896854443837),
("hour", -1.6863989535702288), ("minute", -2.6026896854443837)],
n = 8}}),
("day (grain)",
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}}),
("<month> dd-dd (interval)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("Juli", -0.6931471805599453), ("month", -0.6931471805599453)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("about <duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("half an hour", -0.6931471805599453),
("minute", -0.6931471805599453)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("this <time>",
Classifier{okData =
ClassData{prior = -1.0608719606852628, unseen = -3.367295829986474,
likelihoods =
HashMap.fromList
[("sommar", -2.2335922215070942),
("vinter", -2.2335922215070942), ("day", -1.7227665977411035),
("Oktober", -2.2335922215070942), ("hour", -1.9459101490553135),
("month", -2.2335922215070942),
("week-end", -1.9459101490553135)],
n = 9},
koData =
ClassData{prior = -0.42488319396526597,
unseen = -3.8066624897703196,
likelihoods =
HashMap.fromList
[("Tisdag", -3.0910424533583156),
("September", -2.174751721484161), ("day", -3.0910424533583156),
("Oktober", -1.3862943611198906), ("Mars", -2.6855773452501515),
("month", -0.9509762898620451)],
n = 17}}),
("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}})]