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fd3948169f
duckling/Duckling/Ranking/Classifiers/EN_NZ.hs
Julien Odent fd3948169f Time/EN: Intersect "9 tomorrow morning" 
Summary:
It didn't intersect before, as `9` is latent and we were guarding against it.
Instead, guard against years (to prevent nonsensical things like `one ninety nine a.m.`) and against 2 latent tokens.

Reviewed By: chinmay87

Differential Revision: D9507044

fbshipit-source-id: 4c97eba8fc1e47bf7b9a78e04dd6b5531898fda6
2018-08-28 16:45:45 -07:00

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Haskell
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-- Copyright (c) 2016-present, Facebook, Inc.
-- All rights reserved.
--
-- This source code is licensed under the BSD-style license found in the
-- LICENSE file in the root directory of this source tree. An additional grant
-- of patent rights can be found in the PATENTS file in the same directory.
-----------------------------------------------------------------
-- Auto-generated by regenClassifiers
--
-- DO NOT EDIT UNLESS YOU ARE SURE THAT YOU KNOW WHAT YOU ARE DOING
-- @generated
-----------------------------------------------------------------
{-# LANGUAGE OverloadedStrings #-}
module Duckling.Ranking.Classifiers.EN_NZ (classifiers) where
import Data.String
import Prelude
import qualified Data.HashMap.Strict as HashMap
import Duckling.Ranking.Types
classifiers :: Classifiers
classifiers
= HashMap.fromList
[("Bhai Dooj",
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> to|till|before <hour-of-day>",
Classifier{okData =
ClassData{prior = -2.3025850929940455, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("integer (numeric)noon|midnight|EOD|end of day",
-0.916290731874155),
("hour", -0.916290731874155)],
n = 1},
koData =
ClassData{prior = -0.10536051565782628,
unseen = -3.0910424533583156,
likelihoods =
HashMap.fromList
[("hour", -0.7419373447293773),
("integer (numeric)time-of-day (latent)", -0.7419373447293773)],
n = 9}}),
("week",
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> timezone",
Classifier{okData =
ClassData{prior = -5.129329438755058e-2,
unseen = -3.784189633918261,
likelihoods =
HashMap.fromList
[("at <time-of-day>", -1.9694406464655074),
("<time-of-day> am|pm", -1.563975538357343),
("hh:mm", -1.8152899666382492), ("hour", -1.363304842895192),
("minute", -1.4586150226995167)],
n = 19},
koData =
ClassData{prior = -2.995732273553991, unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("hh:mm", -1.252762968495368), ("minute", -1.252762968495368)],
n = 1}}),
("Thursday",
Classifier{okData =
ClassData{prior = -6.744128079553253e-2,
unseen = -3.8066624897703196,
likelihoods = HashMap.fromList [("", 0.0)], n = 43},
koData =
ClassData{prior = -2.7300291078209855,
unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.6582783549091215, unseen = -5.777652323222656,
likelihoods = HashMap.fromList [("", 0.0)], n = 321},
koData =
ClassData{prior = -0.7292759046484508, unseen = -5.707110264748875,
likelihoods = HashMap.fromList [("", 0.0)], n = 299}}),
("<year> (bc|ad)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 5},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<duration> hence|ago",
Classifier{okData =
ClassData{prior = -5.406722127027582e-2,
unseen = -3.784189633918261,
likelihoods =
HashMap.fromList
[("week", -1.563975538357343), ("day", -1.8152899666382492),
("year", -2.662587827025453),
("<integer> <unit-of-duration>", -1.0531499145913523),
("a <unit-of-duration>", -2.662587827025453),
("month", -2.662587827025453),
("fortnight", -2.662587827025453)],
n = 18},
koData =
ClassData{prior = -2.9444389791664407,
unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("year", -1.5040773967762742),
("<integer> <unit-of-duration>", -1.5040773967762742)],
n = 1}}),
("noon|midnight|EOD|end of day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("quarter to|till|before <hour-of-day>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("noon|midnight|EOD|end of day", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("<cycle> after|before <time>",
Classifier{okData =
ClassData{prior = -0.6931471805599453, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("day (grain)tomorrow", -1.6739764335716716),
("dayday", -1.1631508098056809),
("day (grain)yesterday", -1.6739764335716716)],
n = 4},
koData =
ClassData{prior = -0.6931471805599453, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("dayhour", -1.6739764335716716),
("year (grain)Christmas", -2.0794415416798357),
("dayday", -2.0794415416798357),
("day (grain)intersect", -1.6739764335716716),
("day (grain)Easter Sunday", -2.0794415416798357),
("yearday", -2.0794415416798357)],
n = 4}}),
("Easter Monday",
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}}),
("Navaratri",
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}}),
("Martin Luther King's Day",
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}}),
("integer (20..90)",
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}}),
("Shemini Atzeret",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("in <duration> at <time-of-day>",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("dayhour", -1.3862943611198906),
("yearhour", -1.3862943611198906),
("<integer> <unit-of-duration><time-of-day> am|pm",
-0.9808292530117262)],
n = 2},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("dayhour", -1.3862943611198906),
("yearhour", -1.3862943611198906),
("<integer> <unit-of-duration>time-of-day (latent)",
-0.9808292530117262)],
n = 2}}),
("Ramadan",
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}}),
("Lazarus Saturday",
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 2 numbers",
Classifier{okData =
ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("compose by multiplicationinteger (0..19)",
-0.2231435513142097)],
n = 3},
koData =
ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("powers of tensinteger (0..19)", -0.2231435513142097)],
n = 3}}),
("mm/yyyy",
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}}),
("from|since|after <time>",
Classifier{okData =
ClassData{prior = -1.499234772300486, unseen = -4.382026634673881,
likelihoods =
HashMap.fromList
[("<day-of-month> (ordinal or number) <named-month>",
-3.676300671907076),
("July", -3.676300671907076), ("intersect", -3.676300671907076),
("year (latent)", -3.270835563798912),
("day", -2.9831534913471307),
("time-of-day (latent)", -2.423537703411708),
("year", -3.270835563798912),
("<time-of-day> am|pm", -2.423537703411708),
("hh:mm", -2.760009940032921),
("<day-of-month> (ordinal)", -3.676300671907076),
("hour", -1.8044984950054848), ("month", -3.270835563798912),
("minute", -2.760009940032921), ("August", -3.676300671907076)],
n = 23},
koData =
ClassData{prior = -0.25270235355575416,
unseen = -5.267858159063328,
likelihoods =
HashMap.fromList
[("<integer> to|till|before <hour-of-day>", -4.164077900236776),
("week", -4.56954300834494),
("<day-of-month> (ordinal or number) <named-month>",
-4.56954300834494),
("today", -4.56954300834494), ("intersect", -2.697740831443349),
("<time> for <duration>", -3.876395827784995),
("second", -4.56954300834494), ("now", -3.876395827784995),
("tomorrow", -4.164077900236776),
("this|last|next <cycle>", -4.56954300834494),
("day", -2.043814364036685),
("time-of-day (latent)", -2.623632859289627),
("<time-of-day> am|pm", -4.164077900236776),
("hh:mm", -4.164077900236776), ("nograin", -3.876395827784995),
("<named-month>|<named-day> <day-of-month> (ordinal)",
-4.56954300834494),
("<day-of-month> (ordinal)", -4.164077900236776),
("Easter Sunday", -4.56954300834494),
("Christmas", -3.876395827784995),
("hour", -2.4294768448486694), ("month", -4.56954300834494),
("<datetime> - <datetime> (interval)", -2.96010509591084),
("<time-of-day> - <time-of-day> (interval)",
-2.623632859289627),
("<named-month> <day-of-month> (non ordinal)",
-4.164077900236776),
("minute", -1.7073421274154719),
("right now", -4.56954300834494),
("<month> dd-dd (interval)", -3.876395827784995),
("part of days", -4.56954300834494),
("dd-dd <month> (interval)", -4.164077900236776)],
n = 80}}),
("integer after|past <hour-of-day>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("hour", -0.8109302162163288),
("integer (numeric)time-of-day (latent)", -1.0986122886681098),
("integer (20..90)time-of-day (latent)", -1.5040773967762742)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("<ordinal> last <cycle> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.4011973816621555,
likelihoods =
HashMap.fromList
[("ordinals (first..twentieth,thirtieth,...)week (grain)year (latent)",
-2.268683541318364),
("daymonth", -2.268683541318364),
("ordinal (digits)day (grain)May", -2.6741486494265287),
("ordinals (first..twentieth,thirtieth,...)week (grain)intersect",
-2.6741486494265287),
("weekmonth", -1.7578579175523736),
("ordinal (digits)week (grain)October", -2.6741486494265287),
("ordinal (digits)week (grain)intersect", -2.6741486494265287),
("ordinal (digits)week (grain)year (latent)",
-2.6741486494265287),
("weekyear", -1.9810014688665833),
("ordinals (first..twentieth,thirtieth,...)week (grain)October",
-2.6741486494265287),
("ordinals (first..twentieth,thirtieth,...)day (grain)May",
-2.6741486494265287)],
n = 9},
koData =
ClassData{prior = -infinity, unseen = -2.4849066497880004,
likelihoods = HashMap.fromList [], n = 0}}),
("Yom HaShoah",
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}}),
("<day-of-month> (ordinal or number) <named-month>",
Classifier{okData =
ClassData{prior = -0.8754687373538999, unseen = -3.044522437723423,
likelihoods =
HashMap.fromList
[("ordinal (digits)December", -1.6094379124341003),
("ordinal (digits)February", -2.3025850929940455),
("integer (numeric)April", -2.3025850929940455),
("month", -1.2039728043259361)],
n = 5},
koData =
ClassData{prior = -0.5389965007326869,
unseen = -3.2188758248682006,
likelihoods =
HashMap.fromList
[("ordinal (digits)October", -2.4849066497880004),
("ordinal (digits)July", -2.4849066497880004),
("integer (numeric)September", -2.0794415416798357),
("ordinal (digits)August", -2.4849066497880004),
("ordinal (digits)April", -2.4849066497880004),
("month", -1.0986122886681098),
("integer (numeric)July", -2.4849066497880004)],
n = 7}}),
("<time> <part-of-day>",
Classifier{okData =
ClassData{prior = -8.004270767353637e-2,
unseen = -4.59511985013459,
likelihoods =
HashMap.fromList
[("<day-of-month> (ordinal)in|during the <part-of-day>",
-3.891820298110627),
("dayhour", -1.493925025312256),
("Mondayearly morning", -3.4863551900024623),
("time-of-day (latent)tonight", -3.4863551900024623),
("hourhour", -2.187072205872201),
("<time-of-day> o'clockin|during the <part-of-day>",
-3.891820298110627),
("todaypart of days", -3.891820298110627),
("minutehour", -2.793208009442517),
("at <time-of-day>in|during the <part-of-day>",
-3.4863551900024623),
("time-of-day (latent)this <part-of-day>", -3.891820298110627),
("Mondayin|during the <part-of-day>", -3.891820298110627),
("intersectpart of days", -2.9755295662364714),
("intersectin|during the <part-of-day>", -3.891820298110627),
("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
-3.891820298110627),
("the <day-of-month> (ordinal)in|during the <part-of-day>",
-3.891820298110627),
("tomorrowpart of days", -2.2823823856765264),
("hh:mmin|during the <part-of-day>", -3.1986731175506815),
("time-of-day (latent)in|during the <part-of-day>",
-3.891820298110627),
("hhmm (latent)in|during the <part-of-day>",
-3.891820298110627),
("yesterdaypart of days", -3.4863551900024623),
("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-3.891820298110627),
("Mondaypart of days", -3.891820298110627)],
n = 36},
koData =
ClassData{prior = -2.5649493574615367,
unseen = -3.4965075614664802,
likelihoods =
HashMap.fromList
[("yearhour", -2.772588722239781),
("monthhour", -2.772588722239781),
("hourhour", -2.772588722239781),
("year (latent)in|during the <part-of-day>",
-2.772588722239781),
("Februaryin|during the <part-of-day>", -2.772588722239781),
("time-of-day (latent)in|during the <part-of-day>",
-2.772588722239781)],
n = 3}}),
("dd/mm",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -3.4965075614664802,
likelihoods = HashMap.fromList [("", 0.0)], n = 31}}),
("today",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("at <time-of-day>",
Classifier{okData =
ClassData{prior = -0.13176927763112334,
unseen = -5.049856007249537,
likelihoods =
HashMap.fromList
[("<time> timezone", -3.657130755799356),
("noon|midnight|EOD|end of day", -3.9448128282511368),
("integer after|past <hour-of-day>", -3.9448128282511368),
("half after|past <hour-of-day>", -4.350277936359301),
("<hour-of-day> <integer>", -3.9448128282511368),
("time-of-day (latent)", -1.7112206067440427),
("hhmm (latent)", -3.657130755799356),
("<time-of-day> am|pm", -1.824549292051046),
("hh:mm", -3.4339872044851463),
("about|exactly <time-of-day>", -3.9448128282511368),
("hour", -1.0921813983378192),
("<time-of-day> sharp|exactly", -4.350277936359301),
("minute", -1.9989026791958235)],
n = 71},
koData =
ClassData{prior = -2.0918640616783932,
unseen = -3.5263605246161616,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -1.2992829841302609),
("<time-of-day> am|pm", -2.3978952727983707),
("hour", -1.0986122886681098)],
n = 10}}),
("December",
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}}),
("absorption of , after named day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.332204510175204,
likelihoods =
HashMap.fromList
[("Wednesday", -2.6026896854443837),
("Saturday", -2.6026896854443837),
("Monday", -2.1972245773362196),
("Friday", -1.9095425048844386), ("day", -0.8979415932059586),
("Sunday", -2.6026896854443837),
("on <day>", -2.1972245773362196)],
n = 10},
koData =
ClassData{prior = -infinity, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [], n = 0}}),
("September",
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}}),
("tonight",
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|past|next <duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -4.2626798770413155,
likelihoods =
HashMap.fromList
[("week", -2.456735772821304), ("second", -2.639057329615259),
("day", -2.3025850929940455), ("year", -2.639057329615259),
("<integer> <unit-of-duration>", -0.7827593392496325),
("hour", -2.639057329615259), ("month", -2.639057329615259),
("minute", -2.639057329615259)],
n = 31},
koData =
ClassData{prior = -infinity, unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [], n = 0}}),
("the ides of <named-month>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("March", -0.6931471805599453), ("month", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("integer (0..19)",
Classifier{okData =
ClassData{prior = -1.739174271186922e-2,
unseen = -4.07753744390572,
likelihoods = HashMap.fromList [("", 0.0)], n = 57},
koData =
ClassData{prior = -4.060443010546419, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("in|during <named-month>|year",
Classifier{okData =
ClassData{prior = -0.24512245803298496,
unseen = -3.7612001156935624,
likelihoods =
HashMap.fromList
[("<year> (bc|ad)", -1.9459101490553135),
("October", -3.044522437723423),
("year (latent)", -1.3397743454849977),
("year", -0.9650808960435872), ("March", -2.639057329615259),
("month", -2.3513752571634776)],
n = 18},
koData =
ClassData{prior = -1.5260563034950494, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("October", -1.6739764335716716),
("year (latent)", -1.3862943611198906),
("year", -1.3862943611198906), ("month", -1.6739764335716716)],
n = 5}}),
("between <time-of-day> and <time-of-day> (interval)",
Classifier{okData =
ClassData{prior = -0.5978370007556204, unseen = -3.367295829986474,
likelihoods =
HashMap.fromList
[("minuteminute", -1.0296194171811581),
("hh:mmhh:mm", -1.0296194171811581),
("<time-of-day> am|pmtime-of-day (latent)", -2.639057329615259),
("minutehour", -2.2335922215070942),
("<time-of-day> am|pm<time-of-day> am|pm", -2.639057329615259)],
n = 11},
koData =
ClassData{prior = -0.7985076962177716,
unseen = -3.2188758248682006,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -0.8754687373538999),
("minutehour", -0.8754687373538999)],
n = 9}}),
("Halloween",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Passover",
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 <month> dd-dd (interval)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("Julyinteger (numeric)integer (numeric)", -1.6094379124341003),
("Augustordinal (digits)integer (numeric)",
-1.6094379124341003),
("month", -0.916290731874155),
("Augustordinal (digits)ordinal (digits)",
-1.6094379124341003)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("October",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.995732273553991,
likelihoods = HashMap.fromList [("", 0.0)], n = 18},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("month (grain)",
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}}),
("<integer> more <unit-of-duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("integer (numeric)minute (grain)", -0.6931471805599453),
("minute", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("<time-of-day> o'clock",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Vesak",
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}}),
("Earth Hour",
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}}),
("in|within|after <duration>",
Classifier{okData =
ClassData{prior = -0.12516314295400605,
unseen = -4.6913478822291435,
likelihoods =
HashMap.fromList
[("week", -3.295836866004329),
("<integer> more <unit-of-duration>", -3.9889840465642745),
("three-quarters of an hour", -3.0726933146901194),
("<integer> + '\"", -3.295836866004329),
("number.number hours", -3.9889840465642745),
("second", -3.58351893845611),
("half a <time-grain>", -3.0726933146901194),
("day", -3.295836866004329), ("year", -3.9889840465642745),
("<integer> <unit-of-duration>", -1.6376087894007967),
("a <unit-of-duration>", -3.0726933146901194),
("quarter of an hour", -3.0726933146901194),
("hour", -2.6026896854443837),
("about|exactly <duration>", -3.9889840465642745),
("half an hour (abbrev).", -3.58351893845611),
("<integer> and an half hour", -3.9889840465642745),
("minute", -1.2809338454620642)],
n = 45},
koData =
ClassData{prior = -2.1400661634962708,
unseen = -3.4339872044851463,
likelihoods =
HashMap.fromList
[("day", -2.70805020110221), ("quarter", -2.70805020110221),
("year", -1.791759469228055),
("<integer> <unit-of-duration>", -1.791759469228055),
("a <unit-of-duration>", -2.3025850929940455)],
n = 6}}),
("January",
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}}),
("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}}),
("Mattu Pongal",
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}}),
("Wednesday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3025850929940455,
likelihoods = HashMap.fromList [("", 0.0)], n = 8},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("half after|past <hour-of-day>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("<integer> + '\"",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("half <integer> (UK style hour-of-day)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("July",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.833213344056216,
likelihoods = HashMap.fromList [("", 0.0)], n = 15},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("hour (grain)",
Classifier{okData =
ClassData{prior = -0.48550781578170077,
unseen = -2.890371757896165,
likelihoods = HashMap.fromList [("", 0.0)], n = 16},
koData =
ClassData{prior = -0.9555114450274363,
unseen = -2.4849066497880004,
likelihoods = HashMap.fromList [("", 0.0)], n = 10}}),
("Shavuot",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<day> <duration> hence|ago",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("dayyear", -0.6931471805599453),
("Diwali<integer> <unit-of-duration>", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("<ordinal> quarter",
Classifier{okData =
ClassData{prior = -0.4700036292457356, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("ordinal (digits)quarter (grain)", -1.1786549963416462),
("ordinals (first..twentieth,thirtieth,...)quarter (grain)",
-1.466337068793427),
("quarter", -0.7731898882334817)],
n = 5},
koData =
ClassData{prior = -0.9808292530117262,
unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("ordinal (digits)quarter (grain)", -0.8109302162163288),
("quarter", -0.8109302162163288)],
n = 3}}),
("Boss's Day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Orthodox Easter Sunday",
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}}),
("one twenty two",
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}}),
("May",
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}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.5097351111170251, unseen = -6.884486652042782,
likelihoods =
HashMap.fromList
[("Navaratriyear (latent)", -6.1903154058531475),
("<day-of-month> (ordinal)in|during the <part-of-day>",
-6.1903154058531475),
("Ramadanyear (latent)", -6.1903154058531475),
("<datetime> - <datetime> (interval)on <day>",
-4.175412385310882),
("Bhai Doojyear (latent)", -6.1903154058531475),
("hourday", -4.175412385310882),
("dayhour", -3.272544673768868),
("<time-of-day> - <time-of-day> (interval)on <day>",
-4.175412385310882),
("Martin Luther King's Dayyear (latent)", -5.784850297744983),
("Shemini Atzeretyear (latent)", -6.1903154058531475),
("daymonth", -4.580877493419047),
("monthday", -5.784850297744983),
("monthyear", -4.398555936625092),
("Yom Ha'atzmautyear (latent)", -6.1903154058531475),
("Vijayadashamiyear (latent)", -6.1903154058531475),
("Thai Pongalyear (latent)", -5.497168225293202),
("Thiru Onamyear (latent)", -5.497168225293202),
("Tuesdaythe <day-of-month> (ordinal)", -6.1903154058531475),
("from <datetime> - <datetime> (interval)July",
-6.1903154058531475),
("<day-of-month> (ordinal)Wednesday", -6.1903154058531475),
("houryear", -5.274024673978992),
("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-6.1903154058531475),
("Christmas<time-of-day> am|pm", -6.1903154058531475),
("last <day-of-week> of <time>year (latent)",
-6.1903154058531475),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.497168225293202),
("intersectin|during <named-month>|year", -6.1903154058531475),
("<time-of-day> am|pmintersect", -4.9375524373577795),
("Earth Houryear (latent)", -6.1903154058531475),
("Octoberyear (latent)", -4.686238009076873),
("intersect<time-of-day> am|pm", -6.1903154058531475),
("Mattu Pongalyear (latent)", -6.1903154058531475),
("Shavuotyear (latent)", -6.1903154058531475),
("at <time-of-day>in|within|after <duration>",
-6.1903154058531475),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.1903154058531475),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.784850297744983),
("Marchyear (latent)", -6.1903154058531475),
("Sukkotyear (latent)", -5.784850297744983),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-5.784850297744983),
("Clean Mondayyear (latent)", -5.784850297744983),
("monthhour", -5.784850297744983),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.497168225293202),
("todayat <time-of-day>", -6.1903154058531475),
("Thursday<time> timezone", -4.244405256797834),
("time-of-day (latent)tonight", -5.784850297744983),
("from|since|after <time>December", -6.1903154058531475),
("<time-of-day> am|pmon <day>", -4.175412385310882),
("this <time>hh(:mm) - <time-of-day> am|pm",
-6.1903154058531475),
("yyyy-mm-ddhh:mm:ss", -5.784850297744983),
("dayday", -3.747968370483943),
("<time> <part-of-day>at <time-of-day>", -6.1903154058531475),
("tonightat <time-of-day>", -6.1903154058531475),
("<time-of-day> am|pmabsorption of , after named day",
-5.497168225293202),
("today<time-of-day> am|pm", -6.1903154058531475),
("Februarythe <day-of-month> (ordinal)", -5.784850297744983),
("at <time-of-day><time> <part-of-day>", -6.1903154058531475),
("<day-of-month> (ordinal)intersect", -5.784850297744983),
("hourhour", -4.110873864173311),
("Navaratriin|during <named-month>|year", -6.1903154058531475),
("Wednesdaythis|last|next <cycle>", -6.1903154058531475),
("Lentyear (latent)", -6.1903154058531475),
("intersect<named-month> <day-of-month> (non ordinal)",
-4.686238009076873),
("Boghiyear (latent)", -6.1903154058531475),
("dayyear", -2.147264138018597),
("Thursdayfrom|since|after <time>", -5.784850297744983),
("<time-of-day> o'clockin|during the <part-of-day>",
-6.1903154058531475),
("Thursdayat <time-of-day>", -5.497168225293202),
("Islamic New Yearyear (latent)", -5.784850297744983),
("Laylat al-Qadryear (latent)", -5.274024673978992),
("Shrove Tuesdayyear (latent)", -6.1903154058531475),
("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-5.497168225293202),
("<time-of-day> am|pmtomorrow", -5.497168225293202),
("Yom Kippuryear (latent)", -6.1903154058531475),
("<day-of-month> (ordinal)Tuesday", -5.784850297744983),
("<part-of-day> of <time>year (latent)", -6.1903154058531475),
("minutehour", -5.0917031171850375),
("Kaanum Pongalyear (latent)", -5.784850297744983),
("Maha Saptamiyear (latent)", -6.1903154058531475),
("at <time-of-day>in|during the <part-of-day>",
-5.784850297744983),
("time-of-day (latent)tomorrow", -5.274024673978992),
("part of daysat <time-of-day>", -5.784850297744983),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-4.485567313614722),
("for <duration> from <time>December", -6.1903154058531475),
("tomorrow<time-of-day> sharp|exactly", -6.1903154058531475),
("Thursdayfrom <datetime> - <datetime> (interval)",
-4.9375524373577795),
("time-of-day (latent)this <part-of-day>", -6.1903154058531475),
("Pentecostyear (latent)", -6.1903154058531475),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-4.9375524373577795),
("<day-of-month> (ordinal)February", -6.1903154058531475),
("Eid al-Fitryear (latent)", -6.1903154058531475),
("Vasant Panchamiin|during <named-month>|year",
-6.1903154058531475),
("Mondayin|during the <part-of-day>", -6.1903154058531475),
("Chhathin|during <named-month>|year", -6.1903154058531475),
("Diwaliin|during <named-month>|year", -6.1903154058531475),
("Vaisakhiin|during <named-month>|year", -6.1903154058531475),
("Raksha Bandhanyear (latent)", -6.1903154058531475),
("daysecond", -5.784850297744983),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-5.784850297744983),
("Ashurayear (latent)", -6.1903154058531475),
("Tuesdayin|during <named-month>|year", -6.1903154058531475),
("Chinese New Yearyear (latent)", -6.1903154058531475),
("tomorrowintersect", -6.1903154058531475),
("Lag BaOmeryear (latent)", -6.1903154058531475),
("last weekend of <named-month>year (latent)",
-6.1903154058531475),
("Eid al-Adhayear (latent)", -5.274024673978992),
("intersectin|during the <part-of-day>", -6.1903154058531475),
("Palm Sundayyear (latent)", -6.1903154058531475),
("Christmasat <time-of-day>", -6.1903154058531475),
("Passoveryear (latent)", -6.1903154058531475),
("Lazarus Saturdayyear (latent)", -6.1903154058531475),
("<day-of-month> (ordinal or number) <named-month>year (latent)",
-6.1903154058531475),
("Yom HaShoahyear (latent)", -5.784850297744983),
("Thursday<datetime> - <datetime> (interval)",
-5.784850297744983),
("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
-6.1903154058531475),
("Septemberyear (latent)", -5.784850297744983),
("Thursday<time-of-day> - <time-of-day> (interval)",
-4.686238009076873),
("Halloweenyear (latent)", -6.1903154058531475),
("<ordinal> last <cycle> of <time>year (latent)",
-5.784850297744983),
("from <time-of-day> - <time-of-day> (interval)on <day>",
-5.497168225293202),
("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
-6.1903154058531475),
("at <time-of-day>intersect", -5.784850297744983),
("Rosh Hashanahyear (latent)", -5.497168225293202),
("Dhanterasyear (latent)", -6.1903154058531475),
("Tu BiShvatyear (latent)", -6.1903154058531475),
("<day-of-month> (ordinal)December", -5.497168225293202),
("Holiyear (latent)", -5.497168225293202),
("<time-of-day> - <time-of-day> (interval)tomorrow",
-6.1903154058531475),
("Holika Dahanyear (latent)", -5.497168225293202),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-6.1903154058531475),
("dayminute", -3.328114524923679),
("Mawlidyear (latent)", -6.1903154058531475),
("from <datetime> - <datetime> (interval)on <day>",
-5.784850297744983),
("<datetime> - <datetime> (interval)tomorrow",
-6.1903154058531475),
("Jumu'atul-Widayear (latent)", -5.274024673978992),
("minuteday", -2.361674009364052),
("absorption of , after named dayintersect",
-6.1903154058531475),
("intersectyear (latent)", -6.1903154058531475),
("Orthodox Easter Sundayyear (latent)", -6.1903154058531475),
("time-of-day (latent)in|within|after <duration>",
-6.1903154058531475),
("<ordinal> <cycle> of <time>year (latent)",
-6.1903154058531475),
("the <day-of-month> (ordinal)in|during the <part-of-day>",
-6.1903154058531475),
("Boss's Dayyear (latent)", -5.784850297744983),
("Global Youth Service Dayyear (latent)", -6.1903154058531475),
("Dhanterasin|during <named-month>|year", -6.1903154058531475),
("Tisha B'Avyear (latent)", -6.1903154058531475),
("Isra and Mi'rajyear (latent)", -5.274024673978992),
("at <time-of-day>on <day>", -5.0917031171850375),
("at <time-of-day>absorption of , after named day",
-6.1903154058531475),
("time-of-day (latent)<time> <part-of-day>",
-5.497168225293202),
("Christmasyear (latent)", -5.784850297744983),
("Naraka Chaturdashiyear (latent)", -5.784850297744983),
("Thai Pongalin|during <named-month>|year",
-6.1903154058531475),
("dayweek", -6.1903154058531475),
("Easter Sundayyear (latent)", -5.497168225293202),
("between <time-of-day> and <time-of-day> (interval)on <day>",
-4.580877493419047),
("weekyear", -5.0917031171850375),
("hh:mmin|during the <part-of-day>", -5.497168225293202),
("<cycle> after|before <time><time-of-day> am|pm",
-5.784850297744983),
("Hanukkahyear (latent)", -5.497168225293202),
("February<time> <part-of-day>", -6.1903154058531475),
("time-of-day (latent)in|during the <part-of-day>",
-6.1903154058531475),
("Great Lentyear (latent)", -6.1903154058531475),
("tomorrowat <time-of-day>", -5.497168225293202),
("hhmm (latent)in|during the <part-of-day>",
-6.1903154058531475),
("Vaisakhiyear (latent)", -5.497168225293202),
("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-6.1903154058531475),
("last <cycle> of <time>year (latent)", -5.497168225293202),
("at <time-of-day>tomorrow", -5.784850297744983),
("tomorrow<time-of-day> am|pm", -6.1903154058531475),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-6.1903154058531475),
("Diwaliyear (latent)", -6.1903154058531475),
("between <time> and <time>on <day>", -4.580877493419047),
("Black Fridayyear (latent)", -5.784850297744983),
("the <ordinal> last <cycle> of <time>year (latent)",
-6.1903154058531475),
("in|during the <part-of-day>at <time-of-day>",
-6.1903154058531475),
("Chhathyear (latent)", -5.784850297744983),
("Vasant Panchamiyear (latent)", -6.1903154058531475),
("St Patrick's Dayyear (latent)", -6.1903154058531475),
("Thursday<time> (timezone)", -6.1903154058531475),
("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-6.1903154058531475),
("on <day><named-month> <day-of-month> (non ordinal)",
-5.784850297744983),
("Februaryintersect", -6.1903154058531475),
("Simchat Torahyear (latent)", -6.1903154058531475),
("minuteyear", -6.1903154058531475)],
n = 367},
koData =
ClassData{prior = -0.9179287338783935, unseen = -6.594413459749778,
likelihoods =
HashMap.fromList
[("hourday", -3.1918471524802814),
("<hour-of-day> <integer><time-of-day> am|pm",
-5.8998973535824915),
("<day-of-month> (ordinal)August", -5.8998973535824915),
("dayhour", -3.3349479961209547),
("<time> timezoneyear (latent)", -5.8998973535824915),
("<time-of-day> - <time-of-day> (interval)on <day>",
-4.983606621708336),
("Tuesdayfrom|since|after <time>", -5.8998973535824915),
("daymonth", -3.648605554975996),
("monthyear", -4.647134385087123),
("<time-of-day> am|pmyear (latent)", -5.206750173022546),
("Thai Pongalyear (latent)", -5.206750173022546),
("intersecthh:mm", -5.8998973535824915),
("from <datetime> - <datetime> (interval)July",
-5.8998973535824915),
("<day-of-month> (ordinal)Wednesday", -5.8998973535824915),
("houryear", -4.513602992462601),
("from <time-of-day> - <time-of-day> (interval)July",
-5.8998973535824915),
("<day-of-month> (ordinal)October", -5.8998973535824915),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.206750173022546),
("<time-of-day> am|pmintersect", -4.647134385087123),
("Octoberyear (latent)", -5.8998973535824915),
("until <time>on <day>", -5.206750173022546),
("time-of-day (latent)intersect", -5.8998973535824915),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.206750173022546),
("about|exactly <time-of-day>year (latent)",
-5.8998973535824915),
("hh:mmon <day>", -3.457550318213287),
("absorption of , after named dayJuly", -5.494432245474327),
("from|since|after <time>July", -5.8998973535824915),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-4.983606621708336),
("Clean Mondayyear (latent)", -5.8998973535824915),
("monthhour", -5.8998973535824915),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.494432245474327),
("hourmonth", -4.290459441148391),
("todayat <time-of-day>", -5.8998973535824915),
("from|since|after <time>December", -5.8998973535824915),
("from|since|after <time><time-of-day> am|pm",
-5.8998973535824915),
("<time-of-day> am|pmon <day>", -4.647134385087123),
("Mondayyear (latent)", -5.206750173022546),
("dayday", -4.513602992462601),
("on <day>September", -5.494432245474327),
("time-of-day (latent)September", -5.494432245474327),
("hourhour", -5.8998973535824915),
("time-of-day (latent)on <day>", -3.457550318213287),
("Thursdaydd/mm", -5.8998973535824915),
("time-of-day (latent)<cycle> after|before <time>",
-5.494432245474327),
("dayyear", -3.0376964726530233),
("New Year's Dayyear (latent)", -5.494432245474327),
("Thursdayfrom|since|after <time>", -4.195149261344066),
("Thursdayat <time-of-day>", -4.290459441148391),
("<integer> to|till|before <hour-of-day>September",
-5.8998973535824915),
("Aprilyear (latent)", -5.8998973535824915),
("monthminute", -5.8998973535824915),
("<time-of-day> am|pmtomorrow", -5.8998973535824915),
("Thursdayhh:mm", -4.983606621708336),
("<day-of-month> (ordinal)Tuesday", -5.494432245474327),
("minutemonth", -4.108137884354437),
("minutehour", -5.8998973535824915),
("Augustyear (latent)", -5.494432245474327),
("week-endin|during <named-month>|year", -5.8998973535824915),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-5.8998973535824915),
("Sundayyear (latent)", -4.983606621708336),
("Christmasat <time-of-day>", -5.8998973535824915),
("from|since|after <time>year (latent)", -4.801285064914382),
("<duration> after|before|from <time>December",
-5.8998973535824915),
("yesterday<time-of-day> am|pm", -5.8998973535824915),
("<day-of-month> (ordinal)July", -5.8998973535824915),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-5.8998973535824915),
("Thursday<time-of-day> - <time-of-day> (interval)",
-5.8998973535824915),
("in|during <named-month>|yearyear (latent)",
-5.8998973535824915),
("at <time-of-day>intersect", -5.494432245474327),
("hh:mmyear (latent)", -3.8204558119026557),
("Holiyear (latent)", -5.8998973535824915),
("until <time><time-of-day> am|pm", -5.8998973535824915),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.8998973535824915),
("dayminute", -3.3741687092742363),
("yyyy-mm-ddhh:mm", -5.494432245474327),
("intersectSeptember", -4.395819956806218),
("minuteday", -2.661218901418111),
("absorption of , after named dayintersect",
-5.8998973535824915),
("intersectyear (latent)", -5.8998973535824915),
("Februaryin|during the <part-of-day>", -5.8998973535824915),
("time-of-day (latent)July", -5.8998973535824915),
("Saturdayyear (latent)", -5.8998973535824915),
("at <time-of-day>on <day>", -5.494432245474327),
("absorption of , after named daySeptember",
-4.983606621708336),
("Naraka Chaturdashiyear (latent)", -5.8998973535824915),
("from|since|after <time>on <day>", -4.983606621708336),
("dayweek", -5.8998973535824915),
("Easter Sundayyear (latent)", -5.494432245474327),
("Thursday<time-of-day> am|pm", -4.647134385087123),
("weekyear", -5.494432245474327),
("time-of-day (latent)Thursday", -5.494432245474327),
("<named-month> <day-of-month> (non ordinal)until <time>",
-5.8998973535824915),
("<day-of-month> (ordinal)April", -5.8998973535824915),
("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-5.494432245474327),
("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-5.206750173022546),
("Sundayfrom|since|after <time>", -5.8998973535824915),
("absorption of , after named dayFebruary", -4.983606621708336),
("time-of-day (latent)in|during the <part-of-day>",
-5.8998973535824915),
("July<integer> to|till|before <hour-of-day>",
-5.8998973535824915),
("tomorrowat <time-of-day>", -5.8998973535824915),
("<integer> to|till|before <hour-of-day>July",
-5.8998973535824915),
("last <cycle> of <time>year (latent)", -5.494432245474327),
("tomorrow<time-of-day> am|pm", -5.8998973535824915),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-5.206750173022546),
("Diwaliyear (latent)", -5.494432245474327),
("<time-of-day> - <time-of-day> (interval)July",
-5.8998973535824915),
("Fridayyear (latent)", -5.494432245474327),
("time-of-day (latent)April", -5.8998973535824915),
("minuteyear", -3.7026727762462723)],
n = 244}}),
("one eleven",
Classifier{okData =
ClassData{prior = -1.3862943611198906,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -0.2876820724517809,
unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("after lunch/work/school",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("early morning",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("in <number> (implicit minutes)",
Classifier{okData =
ClassData{prior = -1.2992829841302609,
unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("integer (numeric)", -0.3184537311185346),
("integer (0..19)", -1.2992829841302609)],
n = 9},
koData =
ClassData{prior = -0.3184537311185346, unseen = -3.295836866004329,
likelihoods =
HashMap.fromList
[("integer (numeric)", -0.1670540846631662),
("integer (0..19)", -1.8718021769015913)],
n = 24}}),
("<ordinal> <cycle> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.9444389791664407,
likelihoods =
HashMap.fromList
[("daymonth", -1.791759469228055),
("ordinal (digits)quarter (grain)year (latent)",
-2.1972245773362196),
("quarteryear", -2.1972245773362196),
("ordinals (first..twentieth,thirtieth,...)day (grain)October",
-2.1972245773362196),
("ordinal (digits)day (grain)this|last|next <cycle>",
-2.1972245773362196),
("ordinals (first..twentieth,thirtieth,...)week (grain)intersect",
-2.1972245773362196),
("weekmonth", -1.791759469228055),
("ordinals (first..twentieth,thirtieth,...)week (grain)October",
-2.1972245773362196)],
n = 5},
koData =
ClassData{prior = -infinity, unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [], n = 0}}),
("year (grain)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.295836866004329,
likelihoods = HashMap.fromList [("", 0.0)], n = 25},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("from <datetime> - <datetime> (interval)",
Classifier{okData =
ClassData{prior = -1.0647107369924282,
unseen = -3.8066624897703196,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -2.6855773452501515),
("minuteminute", -2.174751721484161),
("<day-of-month> (ordinal)<day-of-month> (ordinal)",
-3.0910424533583156),
("hh:mmhh:mm", -2.174751721484161),
("dayday", -2.6855773452501515),
("<named-month>|<named-day> <day-of-month> (ordinal)<day-of-month> (ordinal)",
-3.0910424533583156),
("<time-of-day> am|pmtime-of-day (latent)",
-3.0910424533583156),
("hourhour", -2.6855773452501515),
("minutehour", -2.6855773452501515),
("<time-of-day> am|pm<time-of-day> am|pm",
-3.0910424533583156)],
n = 10},
koData =
ClassData{prior = -0.4228568508200336, unseen = -4.143134726391533,
likelihoods =
HashMap.fromList
[("hourday", -3.4339872044851463),
("dayhour", -3.028522096376982),
("time-of-day (latent)intersect", -3.4339872044851463),
("<day-of-month> (ordinal)time-of-day (latent)",
-3.4339872044851463),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-3.4339872044851463),
("hh:mmtime-of-day (latent)", -2.517696472610991),
("hh:mm<time-of-day> am|pm", -3.028522096376982),
("minuteminute", -2.517696472610991),
("time-of-day (latent)time-of-day (latent)",
-3.028522096376982),
("hh:mmhh:mm", -3.4339872044851463),
("dayday", -3.028522096376982),
("<day-of-month> (ordinal)intersect", -3.4339872044851463),
("hourhour", -2.517696472610991),
("dayyear", -3.4339872044851463),
("minutehour", -2.3353749158170367),
("hh:mmintersect", -3.028522096376982),
("<day-of-month> (ordinal)<day-of-month> (ordinal or number) <named-month>",
-3.4339872044851463),
("time-of-day (latent)<time-of-day> am|pm",
-3.4339872044851463),
("time-of-day (latent)<day-of-month> (ordinal or number) <named-month>",
-3.4339872044851463),
("<named-month> <day-of-month> (non ordinal)time-of-day (latent)",
-3.4339872044851463)],
n = 19}}),
("Saturday",
Classifier{okData =
ClassData{prior = -0.15415067982725836,
unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -1.9459101490553135,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("the <cycle> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.890371757896165,
likelihoods =
HashMap.fromList
[("week (grain)<named-month>|<named-day> <day-of-month> (ordinal)",
-1.7346010553881064),
("weekmonth", -1.7346010553881064),
("week (grain)October", -1.7346010553881064),
("week (grain)<named-month> <day-of-month> (non ordinal)",
-1.7346010553881064),
("weekday", -1.2237754316221157)],
n = 6},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("number.number hours",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("from <time-of-day> - <time-of-day> (interval)",
Classifier{okData =
ClassData{prior = -0.6539264674066639,
unseen = -3.6888794541139363,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -2.5649493574615367),
("minuteminute", -1.8718021769015913),
("hh:mmhh:mm", -1.8718021769015913),
("<time-of-day> am|pmtime-of-day (latent)",
-2.5649493574615367),
("hourhour", -2.5649493574615367),
("hourminute", -2.5649493574615367),
("minutehour", -2.0541237336955462),
("time-of-day (latent)<time-of-day> sharp|exactly",
-2.9704144655697013),
("time-of-day (latent)hh:mm", -2.9704144655697013),
("<time-of-day> am|pm<time-of-day> am|pm",
-2.5649493574615367)],
n = 13},
koData =
ClassData{prior = -0.7339691750802004,
unseen = -3.6375861597263857,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -1.8191584434161694),
("hh:mm<time-of-day> am|pm", -2.512305623976115),
("minuteminute", -2.512305623976115),
("time-of-day (latent)time-of-day (latent)",
-2.2246235515243336),
("hh:mmhh:mm", -2.917770732084279),
("hourhour", -2.001480000210124),
("minutehour", -1.6650077635889111),
("time-of-day (latent)<time-of-day> am|pm",
-2.917770732084279)],
n = 12}}),
("integer 21..99",
Classifier{okData =
ClassData{prior = -0.916290731874155, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("integer (20..90)integer (0..19)", -0.2876820724517809)],
n = 2},
koData =
ClassData{prior = -0.5108256237659907, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("integer (numeric)integer (numeric)", -0.2231435513142097)],
n = 3}}),
("Global Youth Service 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}}),
("Tisha B'Av",
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}}),
("yyyy-mm-dd",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -0.21881766136708722,
unseen = -4.969813299576001,
likelihoods =
HashMap.fromList
[("integer (numeric)", -4.286370443178239e-2),
("intersect 2 numbers", -3.5765502691400166)],
n = 139},
koData =
ClassData{prior = -1.6269310698816175,
unseen = -3.6635616461296463,
likelihoods =
HashMap.fromList
[("integer (numeric)", -1.55814461804655),
("negative numbers", -0.41871033485818493),
("compose by multiplication", -2.2512917986064953)],
n = 34}}),
("<time> for <duration>",
Classifier{okData =
ClassData{prior = -0.1670540846631662,
unseen = -3.4339872044851463,
likelihoods =
HashMap.fromList
[("<time-of-day> am|pm<integer> <unit-of-duration>",
-2.0149030205422647),
("dayday", -1.3217558399823195),
("hourminute", -1.791759469228055),
("intersect<integer> <unit-of-duration>", -2.0149030205422647),
("<day-of-month> (ordinal or number) <named-month><integer> <unit-of-duration>",
-2.3025850929940455),
("from|since|after <time><integer> <unit-of-duration>",
-2.0149030205422647)],
n = 11},
koData =
ClassData{prior = -1.8718021769015913,
unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("monthday", -1.3862943611198906),
("December<integer> <unit-of-duration>", -1.3862943611198906)],
n = 2}}),
("Monday",
Classifier{okData =
ClassData{prior = -0.3483066942682157, unseen = -2.639057329615259,
likelihoods = HashMap.fromList [("", 0.0)], n = 12},
koData =
ClassData{prior = -1.2237754316221157,
unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5}}),
("dd/mm/yyyy",
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}}),
("yesterday",
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}}),
("<ordinal> quarter <year>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("ordinal (digits)quarter (grain)year (latent)",
-0.6931471805599453),
("quarteryear", -0.6931471805599453)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("hh:mm:ss",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Hanukkah",
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}}),
("<hour-of-day> <integer>",
Classifier{okData =
ClassData{prior = -0.11778303565638351,
unseen = -3.1354942159291497,
likelihoods =
HashMap.fromList
[("at <time-of-day>integer (20..90)", -2.3978952727983707),
("time-of-day (latent)integer (numeric)", -2.3978952727983707),
("time-of-day (latent)integer 21..99", -1.9924301646902063),
("hour", -0.8938178760220964),
("at <time-of-day>integer (numeric)", -2.3978952727983707),
("time-of-day (latent)integer (20..90)", -1.7047480922384253)],
n = 8},
koData =
ClassData{prior = -2.1972245773362196,
unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("hour", -1.3862943611198906),
("time-of-day (latent)integer (20..90)", -1.3862943611198906)],
n = 1}}),
("nth <time> of <time>",
Classifier{okData =
ClassData{prior = -0.4700036292457356, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("daymonth", -0.9808292530117262),
("ordinals (first..twentieth,thirtieth,...)Tuesdayintersect",
-2.0794415416798357),
("ordinals (first..twentieth,thirtieth,...)Wednesdayintersect",
-1.6739764335716716),
("ordinals (first..twentieth,thirtieth,...)TuesdayOctober",
-1.6739764335716716)],
n = 5},
koData =
ClassData{prior = -0.9808292530117262,
unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("daymonth", -1.0986122886681098),
("ordinals (first..twentieth,thirtieth,...)TuesdaySeptember",
-1.791759469228055),
("ordinals (first..twentieth,thirtieth,...)WednesdayOctober",
-1.3862943611198906)],
n = 3}}),
("half a <time-grain>",
Classifier{okData =
ClassData{prior = -0.1823215567939546,
unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("hour (grain)", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 5},
koData =
ClassData{prior = -1.791759469228055, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("hour (grain)", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 1}}),
("Valentine's Day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("April",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Maha Saptami",
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}}),
("end of month",
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}}),
("week (grain)",
Classifier{okData =
ClassData{prior = -3.822121282019774e-2,
unseen = -4.3694478524670215,
likelihoods = HashMap.fromList [("", 0.0)], n = 77},
koData =
ClassData{prior = -3.283414346005772, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("<part-of-day> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.0910424533583156,
likelihoods =
HashMap.fromList
[("part of daysintersect by \",\", \"of\", \"from\", \"'s\"",
-2.3513752571634776),
("part of daysintersect", -2.3513752571634776),
("hourday", -0.9650808960435872),
("part of daysthe <day-of-month> (ordinal)",
-2.3513752571634776),
("part of daysthe <day-of-month> (number)",
-2.3513752571634776),
("part of daysthis <time>", -2.3513752571634776),
("part of daysChristmas", -1.9459101490553135)],
n = 7},
koData =
ClassData{prior = -infinity, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [], n = 0}}),
("from <time> for <duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("<time-of-day> am|pm<integer> <unit-of-duration>",
-1.7047480922384253),
("dayday", -1.2992829841302609),
("hourminute", -1.7047480922384253),
("intersect<integer> <unit-of-duration>", -1.7047480922384253),
("<day-of-month> (ordinal or number) <named-month><integer> <unit-of-duration>",
-1.7047480922384253)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("six thirty six a.m.",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("integer (numeric)", -1.0986122886681098),
("one twenty two", -1.0986122886681098),
("one eleven", -1.0986122886681098)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("Shrove Tuesday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("now",
Classifier{okData =
ClassData{prior = -0.15415067982725836,
unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -1.9459101490553135,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("<day-of-month> (ordinal or number) of <named-month>",
Classifier{okData =
ClassData{prior = -0.13353139262452263,
unseen = -3.0910424533583156,
likelihoods =
HashMap.fromList
[("ordinal (digits)July", -2.3513752571634776),
("ordinals (first..twentieth,thirtieth,...)March",
-2.3513752571634776),
("ordinal (digits)February", -2.3513752571634776),
("integer (numeric)February", -1.9459101490553135),
("month", -0.9650808960435872),
("ordinal (digits)March", -2.3513752571634776),
("integer (numeric)July", -2.3513752571634776)],
n = 7},
koData =
ClassData{prior = -2.0794415416798357,
unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("ordinal (digits)February", -1.5040773967762742),
("month", -1.5040773967762742)],
n = 1}}),
("this <part-of-day>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("hour", -0.6931471805599453),
("part of days", -0.6931471805599453)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Kaanum Pongal",
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}}),
("Yom Kippur",
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}}),
("powers of tens",
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}}),
("Friday",
Classifier{okData =
ClassData{prior = -0.3677247801253174,
unseen = -2.3978952727983707,
likelihoods = HashMap.fromList [("", 0.0)], n = 9},
koData =
ClassData{prior = -1.1786549963416462, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),
("in|during the <part-of-day>",
Classifier{okData =
ClassData{prior = -8.701137698962981e-2,
unseen = -3.258096538021482,
likelihoods =
HashMap.fromList
[("early morning", -2.5257286443082556),
("hour", -0.7339691750802004),
("part of days", -0.8209805520698302)],
n = 11},
koData =
ClassData{prior = -2.4849066497880004, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("hour", -0.916290731874155),
("part of days", -0.916290731874155)],
n = 1}}),
("St Patrick'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}}),
("tomorrow",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.0910424533583156,
likelihoods = HashMap.fromList [("", 0.0)], n = 20},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("hh(:mm) - <time-of-day> am|pm",
Classifier{okData =
ClassData{prior = -0.10536051565782628,
unseen = -3.1354942159291497,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -1.0116009116784799),
("hh:mm", -1.9924301646902063), ("hour", -1.0116009116784799),
("minute", -1.9924301646902063)],
n = 9},
koData =
ClassData{prior = -2.3025850929940455,
unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -1.0986122886681098),
("hour", -1.0986122886681098)],
n = 1}}),
("this|last|next <cycle>",
Classifier{okData =
ClassData{prior = -0.15984870094189602,
unseen = -5.081404364984463,
likelihoods =
HashMap.fromList
[("week", -1.104881901681705),
("month (grain)", -2.772588722239781),
("year (grain)", -2.6772785424354564),
("week (grain)", -1.104881901681705),
("quarter", -3.4657359027997265), ("year", -2.6772785424354564),
("month", -2.772588722239781),
("quarter (grain)", -3.4657359027997265)],
n = 75},
koData =
ClassData{prior = -1.9123874570166697,
unseen = -3.6109179126442243,
likelihoods =
HashMap.fromList
[("week", -1.2809338454620642),
("week (grain)", -1.2809338454620642),
("day", -1.9740810260220096),
("day (grain)", -1.9740810260220096)],
n = 13}}),
("Simchat Torah",
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 Eve",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("the <ordinal> <cycle> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("ordinal (digits)quarter (grain)year (latent)",
-0.6931471805599453),
("quarteryear", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Raksha Bandhan",
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}}),
("Ashura",
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}}),
("Palm Sunday",
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}}),
("Eid al-Adha",
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}}),
("by <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("noon|midnight|EOD|end of day", -1.9459101490553135),
("time-of-day (latent)", -1.9459101490553135),
("<time-of-day> am|pm", -1.9459101490553135),
("hh:mm", -1.9459101490553135), ("hour", -1.540445040947149),
("minute", -1.540445040947149)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0}}),
("the <day-of-month> (ordinal)",
Classifier{okData =
ClassData{prior = -0.5108256237659907,
unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("ordinals (first..twentieth,thirtieth,...)",
-1.7047480922384253),
("ordinal (digits)", -0.2006706954621511)],
n = 9},
koData =
ClassData{prior = -0.916290731874155, unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("ordinals (first..twentieth,thirtieth,...)",
-0.9808292530117262),
("ordinal (digits)", -0.4700036292457356)],
n = 6}}),
("last weekend of <named-month>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("October", -0.9555114450274363), ("July", -1.8718021769015913),
("month", -0.7731898882334817)],
n = 5},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("the <day-of-month> (number)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Lag BaOmer",
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}}),
("fractional number",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -2.772588722239781,
likelihoods = HashMap.fromList [("", 0.0)], n = 14}}),
("Sunday",
Classifier{okData =
ClassData{prior = -0.48550781578170077,
unseen = -2.3025850929940455,
likelihoods = HashMap.fromList [("", 0.0)], n = 8},
koData =
ClassData{prior = -0.9555114450274363,
unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5}}),
("Chinese New Year",
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}}),
("February",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.70805020110221,
likelihoods = HashMap.fromList [("", 0.0)], n = 13},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("minute (grain)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.9444389791664407,
likelihoods = HashMap.fromList [("", 0.0)], n = 17},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("last|this|next <season>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("the <ordinal> quarter",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("ordinal (digits)quarter (grain)", -0.6931471805599453),
("quarter", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("ordinal (digits)quarter (grain)", -0.6931471805599453),
("quarter", -0.6931471805599453)],
n = 1}}),
("time-of-day (latent)",
Classifier{okData =
ClassData{prior = -0.7304848509975895, unseen = -4.553876891600541,
likelihoods =
HashMap.fromList
[("integer (numeric)", -0.13657553500575073),
("integer (0..19)", -2.0583881324820035)],
n = 92},
koData =
ClassData{prior = -0.6571535779120399, unseen = -4.624972813284271,
likelihoods =
HashMap.fromList
[("integer (numeric)", -5.077232537342326e-2),
("integer (0..19)", -3.005682604407159)],
n = 99}}),
("beginning of year",
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}}),
("last <day-of-week> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("daymonth", -0.916290731874155),
("SundayMarch", -1.6094379124341003),
("MondayMarch", -1.6094379124341003),
("Sundayintersect", -1.6094379124341003)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("<integer> <unit-of-duration>",
Classifier{okData =
ClassData{prior = -0.11778303565638351,
unseen = -5.209486152841421,
likelihoods =
HashMap.fromList
[("week", -2.5649493574615367),
("integer (0..19)year (grain)", -3.1245651453969594),
("integer (numeric)day (grain)", -2.5649493574615367),
("integer (0..19)second (grain) ", -3.817712325956905),
("integer (0..19)hour (grain)", -3.1245651453969594),
("second", -3.41224721784874),
("integer (numeric)second (grain) ", -4.105394398408686),
("integer (numeric)year (grain)", -3.258096538021482),
("day", -2.3136349291806306), ("year", -2.5649493574615367),
("integer (numeric)week (grain)", -3.1245651453969594),
("integer (0..19)month (grain)", -3.594568774642695),
("integer (20..90)minute (grain)", -4.51085950651685),
("hour", -2.7191000372887952), ("month", -3.258096538021482),
("integer (numeric)minute (grain)", -3.1245651453969594),
("integer (0..19)minute (grain)", -3.1245651453969594),
("integer (numeric)month (grain)", -4.105394398408686),
("minute", -2.431417964837014),
("integer (numeric)hour (grain)", -3.594568774642695),
("integer (0..19)day (grain)", -3.594568774642695),
("integer (0..19)week (grain)", -3.258096538021482)],
n = 80},
koData =
ClassData{prior = -2.1972245773362196,
unseen = -3.7612001156935624,
likelihoods =
HashMap.fromList
[("hour", -1.3397743454849977),
("integer (numeric)hour (grain)", -1.3397743454849977)],
n = 10}}),
("hhmm (latent)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<time-of-day> am|pm",
Classifier{okData =
ClassData{prior = -0.23815634370339492, unseen = -5.54907608489522,
likelihoods =
HashMap.fromList
[("from|since|after <time>", -3.5992672954242493),
("integer after|past <hour-of-day>", -4.1588830833596715),
("at <time-of-day>", -2.3263016196113617),
("<time-of-day> o'clock", -4.446565155811453),
("half after|past <hour-of-day>", -4.446565155811453),
("second", -4.852030263919617),
("hh:mm:ss", -4.852030263919617),
("<hour-of-day> <integer>", -3.9357395320454622),
("time-of-day (latent)", -1.6533571463689358),
("hhmm (latent)", -4.852030263919617),
("hh:mm", -2.4096832285504126),
("quarter after|past <hour-of-day>", -4.852030263919617),
("until <time>", -4.1588830833596715),
("about|exactly <time-of-day>", -4.852030263919617),
("hour", -1.1884686177899708),
("<time-of-day> sharp|exactly", -4.852030263919617),
("minute", -1.807507826196194)],
n = 119},
koData =
ClassData{prior = -1.5515439340151977, unseen = -4.418840607796598,
likelihoods =
HashMap.fromList
[("<integer> to|till|before <hour-of-day>", -3.0204248861443626),
("from|since|after <time>", -3.3081069585961433),
("at <time-of-day>", -3.3081069585961433),
("time-of-day (latent)", -1.2712250313351032),
("hh:mm", -3.3081069585961433),
("until <time>", -3.713572066704308),
("hour", -1.110882381259924), ("minute", -2.46080909820894)],
n = 32}}),
("Yom Ha'atzmaut",
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 <day>",
Classifier{okData =
ClassData{prior = -0.11122563511022437,
unseen = -4.343805421853684,
likelihoods =
HashMap.fromList
[("Thursday", -1.1952391243571814),
("absorption of , after named day", -3.2321210516182215),
("intersect", -3.2321210516182215),
("Saturday", -2.9444389791664407),
("Friday", -3.6375861597263857), ("day", -0.7753852787969174),
("the <day-of-month> (ordinal)", -3.2321210516182215),
("intersect by \",\", \"of\", \"from\", \"'s\"",
-3.2321210516182215)],
n = 34},
koData =
ClassData{prior = -2.2512917986064953, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("intersect", -1.6739764335716716),
("day", -1.1631508098056809),
("intersect by \",\", \"of\", \"from\", \"'s\"",
-1.6739764335716716)],
n = 4}}),
("from <day-of-month> (ordinal or number) to <day-of-month> (ordinal or number) <named-month> (interval)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("ordinal (digits)ordinal (digits)July", -1.252762968495368),
("integer (numeric)integer (numeric)July", -1.252762968495368),
("month", -0.8472978603872037)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("Thiru Onam",
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}}),
("Thai Pongal",
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}}),
("Vijayadashami",
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}}),
("part of <named-month>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("March", -0.6931471805599453), ("month", -0.6931471805599453)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("a <unit-of-duration>",
Classifier{okData =
ClassData{prior = -0.5306282510621704,
unseen = -3.5553480614894135,
likelihoods =
HashMap.fromList
[("week", -2.1400661634962708),
("year (grain)", -2.4277482359480516),
("second", -2.833213344056216),
("week (grain)", -2.1400661634962708),
("day", -2.1400661634962708),
("minute (grain)", -2.833213344056216),
("year", -2.4277482359480516),
("second (grain) ", -2.833213344056216),
("minute", -2.833213344056216),
("day (grain)", -2.1400661634962708)],
n = 10},
koData =
ClassData{prior = -0.8873031950009028, unseen = -3.367295829986474,
likelihoods =
HashMap.fromList
[("hour (grain)", -1.7227665977411035),
("quarter", -1.9459101490553135), ("hour", -1.7227665977411035),
("quarter (grain)", -1.9459101490553135)],
n = 7}}),
("at the beginning|end of <year>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("year (latent)", -0.6931471805599453),
("year", -0.6931471805599453)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Dhanteras",
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}}),
("Tu BiShvat",
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}}),
("Whit Monday",
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}}),
("hh:mm",
Classifier{okData =
ClassData{prior = -9.237332013101517e-2,
unseen = -4.553876891600541,
likelihoods = HashMap.fromList [("", 0.0)], n = 93},
koData =
ClassData{prior = -2.4277482359480516,
unseen = -2.3978952727983707,
likelihoods = HashMap.fromList [("", 0.0)], n = 9}}),
("Holi",
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}}),
("Rosh Hashanah",
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}}),
("<integer> <named-day> ago|back",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("integer (numeric)Thursday", -0.6931471805599453),
("day", -0.6931471805599453)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Holika Dahan",
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}}),
("quarter of an hour",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("second (grain) ",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("ordinals (first..twentieth,thirtieth,...)",
Classifier{okData =
ClassData{prior = -5.406722127027582e-2,
unseen = -2.995732273553991,
likelihoods = HashMap.fromList [("", 0.0)], n = 18},
koData =
ClassData{prior = -2.9444389791664407,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("Mawlid",
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}}),
("Jumu'atul-Wida",
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}}),
("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}}),
("yyyy-mm",
Classifier{okData =
ClassData{prior = -1.0986122886681098,
unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -0.40546510810816444,
unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),
("until <time>",
Classifier{okData =
ClassData{prior = -1.252762968495368, unseen = -3.295836866004329,
likelihoods =
HashMap.fromList
[("year (latent)", -2.159484249353372),
("time-of-day (latent)", -2.5649493574615367),
("year", -2.159484249353372),
("<time-of-day> am|pm", -1.8718021769015913),
("hh:mm", -2.159484249353372), ("hour", -2.159484249353372),
("minute", -1.6486586255873816)],
n = 8},
koData =
ClassData{prior = -0.3364722366212129,
unseen = -3.9318256327243257,
likelihoods =
HashMap.fromList
[("intersect", -2.3025850929940455),
("yesterday", -2.8134107167600364),
("day", -2.8134107167600364),
("time-of-day (latent)", -1.6094379124341003),
("<time-of-day> am|pm", -3.2188758248682006),
("hh:mm", -2.3025850929940455), ("hour", -1.4271163556401458),
("minute", -1.8325814637483102)],
n = 20}}),
("the <cycle> after|before <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("day (grain)tomorrow", -1.252762968495368),
("dayday", -0.8472978603872037),
("day (grain)yesterday", -1.252762968495368)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("about|exactly <time-of-day>",
Classifier{okData =
ClassData{prior = -0.15415067982725836,
unseen = -3.6109179126442243,
likelihoods =
HashMap.fromList
[("week", -1.791759469228055),
("hh(:mm) - <time-of-day> am|pm", -2.890371757896165),
("this|last|next <cycle>", -1.791759469228055),
("day", -2.4849066497880004),
("time-of-day (latent)", -2.890371757896165),
("hhmm (latent)", -2.4849066497880004),
("<time-of-day> am|pm", -2.890371757896165),
("hour", -2.1972245773362196),
("next <time>", -2.890371757896165),
("this|next <day-of-week>", -2.890371757896165),
("minute", -2.4849066497880004)],
n = 12},
koData =
ClassData{prior = -1.9459101490553135, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("dd/mm", -2.0794415416798357), ("day", -2.0794415416798357),
("time-of-day (latent)", -2.0794415416798357),
("hour", -2.0794415416798357)],
n = 2}}),
("Sukkot",
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}}),
("<day> in <duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("monthyear", -1.2992829841302609),
("Marcha <unit-of-duration>", -1.7047480922384253),
("March<integer> <unit-of-duration>", -1.7047480922384253),
("Vijayadashami<integer> <unit-of-duration>",
-1.7047480922384253),
("dayyear", -1.7047480922384253)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("World Vegan 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}}),
("intersect by \",\", \"of\", \"from\", \"'s\"",
Classifier{okData =
ClassData{prior = -0.5020919437972361,
unseen = -5.0106352940962555,
likelihoods =
HashMap.fromList
[("Wednesday<named-month> <day-of-month> (non ordinal)",
-4.310799125385514),
("dayhour", -3.9053340172773496),
("daymonth", -2.7013612129514133),
("<named-month> <day-of-month> (non ordinal)Friday",
-4.310799125385514),
("Friday<named-month> <day-of-month> (non ordinal)",
-3.6176519448255684),
("Wednesdayintersect", -4.310799125385514),
("Black Fridaythis|last|next <cycle>", -4.310799125385514),
("<part-of-day> of <time>February", -4.310799125385514),
("Saturday<time-of-day> am|pm", -4.310799125385514),
("Martin Luther King's Daythis|last|next <cycle>",
-3.9053340172773496),
("hourmonth", -4.310799125385514),
("Fridayintersect by \",\", \"of\", \"from\" for year",
-4.310799125385514),
("dayday", -2.4389969484839225),
("the <day-of-month> (ordinal)February", -3.9053340172773496),
("WednesdayOctober", -4.310799125385514),
("Wednesdaythis|last|next <cycle>", -3.9053340172773496),
("intersect<named-month> <day-of-month> (non ordinal)",
-3.3945083935113587),
("dayyear", -3.6176519448255684),
("Saturday<named-month> <day-of-month> (non ordinal)",
-4.310799125385514),
("Thursdayhh:mm", -3.9053340172773496),
("TuesdayOctober", -4.310799125385514),
("the <day-of-month> (ordinal)March", -4.310799125385514),
("Mondaythis|last|next <cycle>", -4.310799125385514),
("Fridayintersect", -4.310799125385514),
("Thursday<datetime> - <datetime> (interval)",
-3.9053340172773496),
("intersectOctober", -3.9053340172773496),
("Thursday<time-of-day> - <time-of-day> (interval)",
-3.3945083935113587),
("Tuesdaythis|last|next <cycle>", -4.310799125385514),
("Sunday<named-month> <day-of-month> (non ordinal)",
-4.310799125385514),
("dayminute", -2.7013612129514133),
("minuteday", -3.3945083935113587),
("this|last|next <cycle>Sunday", -4.310799125385514),
("Sundaythis|last|next <cycle>", -4.310799125385514),
("on <day><time-of-day> am|pm", -4.310799125385514),
("intersectintersect", -4.310799125385514),
("weekday", -4.310799125385514),
("dayweek", -3.2121868367174042),
("Monday<named-month> <day-of-month> (non ordinal)",
-3.9053340172773496),
("on <day><named-month> <day-of-month> (non ordinal)",
-3.9053340172773496)],
n = 46},
koData =
ClassData{prior = -0.9295359586241757, unseen = -4.770684624465665,
likelihoods =
HashMap.fromList
[("week-endJuly", -4.069026754237811),
("week-endOctober", -3.3758795736778655),
("daymonth", -1.766441661243765),
("TuesdaySeptember", -4.069026754237811),
("Wednesdayintersect", -4.069026754237811),
("hourmonth", -2.9704144655697013),
("Fridaythis|last|next <cycle>", -4.069026754237811),
("SundayFebruary", -4.069026754237811),
("on <day>September", -3.6635616461296463),
("WednesdayOctober", -4.069026754237811),
("week-endintersect", -4.069026754237811),
("dayyear", -4.069026754237811),
("FridayJuly", -3.6635616461296463),
("FridaySeptember", -4.069026754237811),
("WednesdayFebruary", -4.069026754237811),
("minutemonth", -3.152736022363656),
("SundayMarch", -4.069026754237811),
("MondayFebruary", -3.6635616461296463),
("Fridayintersect", -4.069026754237811),
("intersectOctober", -4.069026754237811),
("dayminute", -4.069026754237811),
("SaturdaySeptember", -4.069026754237811),
("intersectSeptember", -2.9704144655697013),
("MondayMarch", -4.069026754237811),
("Tuesdayintersect", -4.069026754237811),
("Sundayintersect", -4.069026754237811)],
n = 30}}),
("last <time>",
Classifier{okData =
ClassData{prior = -0.6286086594223742, unseen = -3.258096538021482,
likelihoods =
HashMap.fromList
[("Martin Luther King's Day", -2.5257286443082556),
("day", -1.1394342831883648), ("Sunday", -2.5257286443082556),
("Chinese New Year", -1.8325814637483102),
("Easter Sunday", -2.5257286443082556),
("hour", -2.5257286443082556), ("Tuesday", -2.5257286443082556),
("week-end", -2.5257286443082556)],
n = 8},
koData =
ClassData{prior = -0.7621400520468967,
unseen = -3.1780538303479458,
likelihoods =
HashMap.fromList
[("Monday", -2.4423470353692043), ("day", -2.03688192726104),
("Sunday", -2.4423470353692043), ("hour", -1.3437347467010947),
("week-end", -1.3437347467010947)],
n = 7}}),
("March",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.0910424533583156,
likelihoods = HashMap.fromList [("", 0.0)], n = 20},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<named-month>|<named-day> <day-of-month> (ordinal)",
Classifier{okData =
ClassData{prior = -0.2231435513142097, unseen = -3.258096538021482,
likelihoods =
HashMap.fromList
[("Octoberordinal (digits)", -2.120263536200091),
("Thursdayordinal (digits)", -2.5257286443082556),
("day", -2.120263536200091),
("Augustordinal (digits)", -2.5257286443082556),
("Marchordinals (first..twentieth,thirtieth,...)",
-2.120263536200091),
("Tuesdayordinal (digits)", -2.5257286443082556),
("month", -1.2729656758128873),
("Marchordinal (digits)", -2.5257286443082556)],
n = 8},
koData =
ClassData{prior = -1.6094379124341003, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("from|since|after <time>ordinal (digits)",
-1.8718021769015913),
("Augustordinal (digits)", -1.8718021769015913),
("month", -1.466337068793427)],
n = 2}}),
("Clean Monday",
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}}),
("<day-of-month> (ordinal)",
Classifier{okData =
ClassData{prior = -0.4353180712578455, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("ordinals (first..twentieth,thirtieth,...)",
-1.1786549963416462),
("ordinal (digits)", -0.3677247801253174)],
n = 11},
koData =
ClassData{prior = -1.041453874828161, unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("ordinals (first..twentieth,thirtieth,...)",
-0.6931471805599453),
("ordinal (digits)", -0.6931471805599453)],
n = 6}}),
("<time> (timezone)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("<time-of-day> am|pm", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Easter Sunday",
Classifier{okData =
ClassData{prior = -0.2876820724517809,
unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -1.3862943611198906,
unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),
("Christmas",
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}}),
("<datetime> - <datetime> (interval) timezone",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("minuteminute", -0.6931471805599453),
("hh:mmhh:mm", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Isra and Mi'raj",
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}}),
("<duration> after|before|from <time>",
Classifier{okData =
ClassData{prior = -0.40546510810816444,
unseen = -3.5553480614894135,
likelihoods =
HashMap.fromList
[("a <unit-of-duration>now", -2.833213344056216),
("a <unit-of-duration>Christmas", -2.833213344056216),
("dayday", -2.833213344056216),
("<integer> <unit-of-duration>today", -2.833213344056216),
("daysecond", -2.833213344056216),
("a <unit-of-duration>right now", -2.833213344056216),
("minutenograin", -2.833213344056216),
("<integer> <unit-of-duration>Christmas", -2.833213344056216),
("<integer> <unit-of-duration>Easter Sunday",
-2.833213344056216),
("secondnograin", -2.833213344056216),
("yearday", -2.1400661634962708),
("daynograin", -2.833213344056216),
("<integer> <unit-of-duration>now", -2.4277482359480516)],
n = 8},
koData =
ClassData{prior = -1.0986122886681098, unseen = -3.295836866004329,
likelihoods =
HashMap.fromList
[("dayhour", -2.5649493574615367),
("<integer> <unit-of-duration>intersect", -2.5649493574615367),
("<integer> <unit-of-duration><day-of-month> (ordinal)",
-2.5649493574615367),
("dayday", -1.8718021769015913),
("<integer> <unit-of-duration>time-of-day (latent)",
-2.5649493574615367),
("<integer> <unit-of-duration><day-of-month> (ordinal or number) <named-month>",
-2.5649493574615367)],
n = 4}}),
("<day-of-month> (ordinal or number) of <month>",
Classifier{okData =
ClassData{prior = -8.004270767353637e-2,
unseen = -3.5263605246161616,
likelihoods =
HashMap.fromList
[("ordinal (digits)July", -2.803360380906535),
("ordinals (first..twentieth,thirtieth,...)March",
-2.803360380906535),
("ordinal (digits)this|last|next <cycle>", -2.1102132003465894),
("integer (numeric)this|last|next <cycle>",
-2.3978952727983707),
("ordinal (digits)February", -2.803360380906535),
("integer (numeric)February", -2.3978952727983707),
("month", -0.9315582040049435),
("ordinal (digits)March", -2.803360380906535),
("integer (numeric)July", -2.803360380906535)],
n = 12},
koData =
ClassData{prior = -2.5649493574615367,
unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("ordinal (digits)February", -1.7047480922384253),
("month", -1.7047480922384253)],
n = 1}}),
("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}}),
("Naraka Chaturdashi",
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}}),
("yyyyqq",
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}}),
("beginning of month",
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}}),
("next <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.4657359027997265,
likelihoods =
HashMap.fromList
[("Martin Luther King's Day", -2.0476928433652555),
("Halloween", -2.740840023925201),
("Wednesday", -2.740840023925201),
("Boss's Day", -2.740840023925201),
("Monday", -2.740840023925201), ("day", -1.0360919316867756),
("March", -2.740840023925201), ("month", -2.740840023925201),
("Tuesday", -2.0476928433652555)],
n = 11},
koData =
ClassData{prior = -infinity, unseen = -2.3025850929940455,
likelihoods = HashMap.fromList [], n = 0}}),
("<time-of-day> sharp|exactly",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.890371757896165,
likelihoods =
HashMap.fromList
[("at <time-of-day>", -2.1400661634962708),
("time-of-day (latent)", -2.1400661634962708),
("hhmm (latent)", -2.1400661634962708),
("<time-of-day> am|pm", -2.1400661634962708),
("hh:mm", -2.1400661634962708), ("hour", -1.7346010553881064),
("minute", -1.4469189829363254)],
n = 5},
koData =
ClassData{prior = -infinity, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [], n = 0}}),
("Islamic New Year",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Lent",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("negative numbers",
Classifier{okData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -3.713572066704308,
likelihoods =
HashMap.fromList
[("integer (numeric)", -5.129329438755058e-2),
("integer (0..19)", -2.995732273553991)],
n = 38}}),
("about|exactly <duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("half a <time-grain>", -0.6931471805599453),
("minute", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Purim",
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}}),
("<time> before last|after next",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("Wednesday", -1.8718021769015913),
("Friday", -1.466337068793427), ("day", -1.1786549963416462),
("March", -1.8718021769015913), ("month", -1.8718021769015913)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("by the end of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("this|last|next <cycle>", -0.6931471805599453),
("month", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("half an hour (abbrev).",
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}}),
("hhmm (military) am|pm",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<datetime> - <datetime> (interval)",
Classifier{okData =
ClassData{prior = -0.7855205006909605, unseen = -4.51085950651685,
likelihoods =
HashMap.fromList
[("intersecthh:mm", -3.4011973816621555),
("from|since|after <time>hh:mm", -2.890371757896165),
("minuteminute", -1.241713132308783),
("<time> timezone<time> timezone", -3.8066624897703196),
("hh:mmhh:mm", -1.666596326274049),
("dayday", -3.4011973816621555),
("hourhour", -3.4011973816621555),
("<named-month> <day-of-month> (non ordinal)<named-month> <day-of-month> (non ordinal)",
-3.4011973816621555),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-3.4011973816621555),
("<time-of-day> am|pmhh:mm:ss", -3.8066624897703196),
("hoursecond", -3.4011973816621555),
("<time-of-day> am|pm<time-of-day> am|pm",
-3.1135153092103742)],
n = 31},
koData =
ClassData{prior = -0.6085897925318824, unseen = -4.634728988229636,
likelihoods =
HashMap.fromList
[("hourday", -3.9318256327243257),
("<named-month> <day-of-month> (non ordinal)July",
-3.9318256327243257),
("daymonth", -3.5263605246161616),
("<time-of-day> am|pmintersect", -3.9318256327243257),
("from|since|after <time>hh:mm", -3.9318256327243257),
("hh:mm<time-of-day> am|pm", -2.833213344056216),
("minuteminute", -1.4469189829363254),
("from|since|after <time><time-of-day> am|pm",
-3.2386784521643803),
("hh:mmhh:mm", -3.2386784521643803),
("dayday", -3.5263605246161616),
("from|since|after <time><day-of-month> (ordinal or number) <named-month>",
-3.5263605246161616),
("hourhour", -3.0155349008501706),
("hourminute", -3.9318256327243257),
("minutehour", -3.0155349008501706),
("<time> timezonehh:mm", -3.9318256327243257),
("hh:mm<time> timezone", -3.9318256327243257),
("hh:mmintersect", -2.0600234558227344),
("<named-month> <day-of-month> (non ordinal)August",
-3.9318256327243257),
("about|exactly <time-of-day><time-of-day> am|pm",
-3.9318256327243257),
("from|since|after <time>intersect", -3.0155349008501706),
("<time-of-day> am|pmhh:mm", -3.9318256327243257)],
n = 37}}),
("Tuesday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.639057329615259,
likelihoods = HashMap.fromList [("", 0.0)], n = 12},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("New Year's Day",
Classifier{okData =
ClassData{prior = -1.7047480922384253,
unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -0.2006706954621511,
unseen = -2.3978952727983707,
likelihoods = HashMap.fromList [("", 0.0)], n = 9}}),
("fortnight",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<integer> and an half hour",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Laylat al-Qadr",
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}}),
("Boghi",
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}}),
("at the beginning|end of <named-month>",
Classifier{okData =
ClassData{prior = -0.2231435513142097,
unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("January", -1.3862943611198906),
("April", -1.3862943611198906), ("month", -0.8754687373538999)],
n = 4},
koData =
ClassData{prior = -1.6094379124341003,
unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("October", -1.0986122886681098),
("month", -1.0986122886681098)],
n = 1}}),
("<time-of-day> - <time-of-day> (interval)",
Classifier{okData =
ClassData{prior = -1.041453874828161, unseen = -4.605170185988091,
likelihoods =
HashMap.fromList
[("from|since|after <time>hh:mm", -2.9856819377004897),
("hh:mmtime-of-day (latent)", -3.2088254890146994),
("minuteminute", -1.5040773967762742),
("<time> timezone<time> timezone", -3.9019726695746444),
("from|since|after <time><time-of-day> am|pm",
-3.9019726695746444),
("hh:mmhh:mm", -1.7619065060783738),
("<time-of-day> am|pmtime-of-day (latent)",
-3.2088254890146994),
("hourhour", -2.3978952727983707),
("minutehour", -2.803360380906535),
("<time-of-day> am|pmhh:mm:ss", -3.9019726695746444),
("hoursecond", -3.4965075614664802),
("from|since|after <time>time-of-day (latent)",
-3.2088254890146994),
("<time-of-day> am|pm<time-of-day> am|pm",
-2.9856819377004897)],
n = 36},
koData =
ClassData{prior = -0.4353180712578455, unseen = -5.075173815233827,
likelihoods =
HashMap.fromList
[("about|exactly <time-of-day>time-of-day (latent)",
-4.375757021660286),
("until <time>time-of-day (latent)", -3.122994053164918),
("from|since|after <time>hh:mm", -4.375757021660286),
("hh:mmtime-of-day (latent)", -1.9334099862910819),
("hh:mm<time-of-day> am|pm", -3.122994053164918),
("minuteminute", -2.7663191092261856),
("from|since|after <time><time-of-day> am|pm",
-3.459466289786131),
("hh:mmhh:mm", -3.6826098411003407),
("<time-of-day> am|pmtime-of-day (latent)", -3.970291913552122),
("hourhour", -2.2356908581640154),
("from|since|after <time><integer> to|till|before <hour-of-day>",
-3.6826098411003407),
("hourminute", -3.2771447329921766),
("minutehour", -1.457986289576007),
("<time> timezonehh:mm", -4.375757021660286),
("hh:mm<time> timezone", -4.375757021660286),
("until <time><time-of-day> am|pm", -3.970291913552122),
("about|exactly <time-of-day><time-of-day> am|pm",
-4.375757021660286),
("<time-of-day> am|pmhh:mm", -4.375757021660286),
("from|since|after <time>time-of-day (latent)",
-3.122994053164918),
("at <time-of-day>time-of-day (latent)", -4.375757021660286),
("<time> timezonetime-of-day (latent)", -4.375757021660286),
("<integer> to|till|before <hour-of-day><time-of-day> am|pm",
-4.375757021660286),
("<integer> to|till|before <hour-of-day>time-of-day (latent)",
-3.6826098411003407)],
n = 66}}),
("military spelled out numbers am|pm",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods =
HashMap.fromList [("integer (0..19)integer (20..90)", 0.0)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("winter",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("nth <time> after <time>",
Classifier{okData =
ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("dayday", -0.916290731874155),
("ordinals (first..twentieth,thirtieth,...)Tuesdayintersect",
-0.916290731874155)],
n = 1},
koData =
ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("dayday", -0.916290731874155),
("ordinals (first..twentieth,thirtieth,...)TuesdayChristmas",
-0.916290731874155)],
n = 1}}),
("<named-month> <day-of-month> (non ordinal)",
Classifier{okData =
ClassData{prior = -0.42121346507630353,
unseen = -3.951243718581427,
likelihoods =
HashMap.fromList
[("Augustinteger (numeric)", -2.5455312716044354),
("Marchinteger (numeric)", -2.833213344056216),
("Aprilinteger (numeric)", -3.2386784521643803),
("month", -0.8407831793660099),
("Februaryinteger (numeric)", -1.9859154836690123),
("Septemberinteger (numeric)", -2.833213344056216),
("Octoberinteger (numeric)", -2.833213344056216),
("Julyinteger (numeric)", -2.1400661634962708)],
n = 21},
koData =
ClassData{prior = -1.067840630001356, unseen = -3.4657359027997265,
likelihoods =
HashMap.fromList
[("Augustinteger (numeric)", -2.3353749158170367),
("Marchinteger (numeric)", -2.740840023925201),
("Aprilinteger (numeric)", -2.740840023925201),
("month", -0.9490805546971459),
("from|since|after <time>integer (numeric)",
-2.3353749158170367),
("Julyinteger (numeric)", -1.6422277352570913)],
n = 11}}),
("Diwali",
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}}),
("last night",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("this|next <day-of-week>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.995732273553991,
likelihoods =
HashMap.fromList
[("Thursday", -2.2512917986064953),
("Wednesday", -2.2512917986064953),
("Monday", -1.845826690498331), ("day", -0.8649974374866046),
("Tuesday", -1.55814461804655)],
n = 7},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("ordinal (digits)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.784189633918261,
likelihoods = HashMap.fromList [("", 0.0)], n = 42},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("quarter (grain)",
Classifier{okData =
ClassData{prior = -0.2231435513142097, unseen = -2.639057329615259,
likelihoods = HashMap.fromList [("", 0.0)], n = 12},
koData =
ClassData{prior = -1.6094379124341003,
unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("last <cycle> of <time>",
Classifier{okData =
ClassData{prior = -0.916290731874155, unseen = -3.1354942159291497,
likelihoods =
HashMap.fromList
[("day (grain)October", -1.9924301646902063),
("daymonth", -1.4816045409242156),
("day (grain)intersect", -1.9924301646902063),
("weekmonth", -1.9924301646902063),
("week (grain)intersect", -2.3978952727983707),
("week (grain)September", -2.3978952727983707)],
n = 6},
koData =
ClassData{prior = -0.5108256237659907, unseen = -3.367295829986474,
likelihoods =
HashMap.fromList
[("daymonth", -2.2335922215070942),
("day (grain)May", -2.2335922215070942),
("week (grain)year (latent)", -1.9459101490553135),
("weekmonth", -1.7227665977411035),
("week (grain)October", -2.2335922215070942),
("weekyear", -1.9459101490553135),
("week (grain)intersect", -2.2335922215070942)],
n = 9}}),
("Chhath",
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}}),
("Vasant Panchami",
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}}),
("<day-of-month>(ordinal) <named-month> year",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("ordinal (digits)April", -0.6931471805599453),
("month", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("the <ordinal> last <cycle> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.9444389791664407,
likelihoods =
HashMap.fromList
[("ordinals (first..twentieth,thirtieth,...)week (grain)year (latent)",
-2.1972245773362196),
("daymonth", -2.1972245773362196),
("ordinal (digits)day (grain)May", -2.1972245773362196),
("ordinals (first..twentieth,thirtieth,...)week (grain)intersect",
-2.1972245773362196),
("weekmonth", -1.791759469228055),
("ordinal (digits)week (grain)year (latent)",
-2.1972245773362196),
("weekyear", -1.791759469228055),
("ordinals (first..twentieth,thirtieth,...)week (grain)October",
-2.1972245773362196)],
n = 5},
koData =
ClassData{prior = -infinity, unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [], n = 0}}),
("Black Friday",
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}}),
("week-end",
Classifier{okData =
ClassData{prior = -1.252762968495368, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -0.3364722366212129,
unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5}}),
("Great Lent",
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}}),
("Maundy Thursday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("day (grain)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.4657359027997265,
likelihoods = HashMap.fromList [("", 0.0)], n = 30},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Vaisakhi",
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}}),
("right now",
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}}),
("for <duration> from <time>",
Classifier{okData =
ClassData{prior = -0.3364722366212129, unseen = -2.995732273553991,
likelihoods =
HashMap.fromList
[("<integer> <unit-of-duration>intersect", -2.2512917986064953),
("<integer> <unit-of-duration><day-of-month> (ordinal)",
-2.2512917986064953),
("<integer> + '\"from|since|after <time>", -2.2512917986064953),
("dayday", -1.55814461804655),
("minutehour", -1.845826690498331),
("<integer> + '\"<time-of-day> am|pm", -2.2512917986064953),
("<integer> <unit-of-duration><day-of-month> (ordinal or number) <named-month>",
-2.2512917986064953)],
n = 5},
koData =
ClassData{prior = -1.252762968495368, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("dayhour", -1.8718021769015913),
("<integer> + '\"from|since|after <time>", -1.8718021769015913),
("<integer> <unit-of-duration>time-of-day (latent)",
-1.8718021769015913),
("minutehour", -1.8718021769015913)],
n = 2}}),
("compose by multiplication",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList [("integer (0..19)powers of tens", 0.0)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("end of year",
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}}),
("between <time> and <time>",
Classifier{okData =
ClassData{prior = -0.9694005571881036,
unseen = -3.4011973816621555,
likelihoods =
HashMap.fromList
[("minuteminute", -1.0647107369924282),
("hh:mmhh:mm", -1.0647107369924282),
("<time-of-day> am|pmtime-of-day (latent)",
-2.6741486494265287),
("minutehour", -2.268683541318364),
("<time-of-day> am|pm<time-of-day> am|pm",
-2.6741486494265287)],
n = 11},
koData =
ClassData{prior = -0.4769240720903093, unseen = -3.784189633918261,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -1.4586150226995167),
("minuteminute", -1.4586150226995167),
("minutehour", -1.4586150226995167),
("hh:mmintersect", -1.4586150226995167)],
n = 18}}),
("<month> dd-dd (interval)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.4657359027997265,
likelihoods =
HashMap.fromList
[("from|since|after <time>integer (numeric)integer (numeric)",
-2.740840023925201),
("from|since|after <time>ordinal (digits)ordinal (digits)",
-2.740840023925201),
("Julyinteger (numeric)integer (numeric)", -1.6422277352570913),
("Augustordinal (digits)integer (numeric)",
-2.3353749158170367),
("from|since|after <time>ordinal (digits)integer (numeric)",
-2.740840023925201),
("month", -0.8690378470236094),
("Augustordinal (digits)ordinal (digits)",
-2.3353749158170367)],
n = 12},
koData =
ClassData{prior = -infinity, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [], n = 0}}),
("intersect by \",\", \"of\", \"from\" for year",
Classifier{okData =
ClassData{prior = -0.13353139262452263,
unseen = -3.0910424533583156,
likelihoods =
HashMap.fromList
[("Black Fridaythis|last|next <cycle>", -2.3513752571634776),
("Martin Luther King's Daythis|last|next <cycle>",
-1.9459101490553135),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-2.3513752571634776),
("dayyear", -0.9650808960435872),
("intersectyear (latent)", -2.3513752571634776),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-1.9459101490553135)],
n = 7},
koData =
ClassData{prior = -2.0794415416798357,
unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("Fridaythis|last|next <cycle>", -1.5040773967762742),
("dayyear", -1.5040773967762742)],
n = 1}}),
("part of days",
Classifier{okData =
ClassData{prior = -6.453852113757118e-2,
unseen = -3.4657359027997265,
likelihoods = HashMap.fromList [("", 0.0)], n = 30},
koData =
ClassData{prior = -2.772588722239781, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),
("at the beginning|end of <week>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -4.330733340286331,
likelihoods =
HashMap.fromList
[("week", -0.706570200892086),
("this|last|next <cycle>", -0.8209805520698302),
("about|exactly <time-of-day>", -2.70805020110221)],
n = 36},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("Eid al-Fitr",
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}}),
("summer",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Trinity Sunday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<datetime>/<datetime> (interval)",
Classifier{okData =
ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("secondsecond", -0.916290731874155),
("intersectintersect", -0.916290731874155)],
n = 1},
koData =
ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("hh:mm:ssintersect", -0.916290731874155),
("secondsecond", -0.916290731874155)],
n = 1}}),
("dd-dd <month> (interval)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.9444389791664407,
likelihoods =
HashMap.fromList
[("integer (numeric)integer (numeric)September",
-1.791759469228055),
("ordinal (digits)ordinal (digits)July", -2.1972245773362196),
("ordinal (digits)ordinal (digits)October",
-2.1972245773362196),
("integer (numeric)integer (numeric)July", -2.1972245773362196),
("month", -0.9444616088408514),
("ordinal (digits)ordinal (digits)August",
-2.1972245773362196)],
n = 6},
koData =
ClassData{prior = -infinity, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0}}),
("Pentecost",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("this <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.258096538021482,
likelihoods =
HashMap.fromList
[("Thursday", -2.5257286443082556),
("Martin Luther King's Day", -2.5257286443082556),
("Monday", -2.5257286443082556), ("day", -1.1394342831883648),
("Christmas", -2.5257286443082556),
("hour", -2.5257286443082556), ("winter", -2.5257286443082556),
("week-end", -2.5257286443082556),
("summer", -2.120263536200091)],
n = 8},
koData =
ClassData{prior = -infinity, unseen = -2.3025850929940455,
likelihoods = HashMap.fromList [], n = 0}}),
("Shushan Purim",
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}}),
("August",
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}})]
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