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097b9260d5
duckling/Duckling/Ranking/Classifiers/EN_NZ.hs
Bing Yuan 097b9260d5 Added new rules to parse phrases for upcoming weeks. (#491) 
Summary:
the new rules could parse phrases in the form of
xxx upcoming weeks
upcoming xxx weeks
Pull Request resolved: https://github.com/facebook/duckling/pull/491

Test Plan: Imported from GitHub, without a Test Plan: line.

Differential Revision: D21959647

Pulled By: chinmay87

fbshipit-source-id: a062a8c7a6c2e23b921b1099b886fa589c69c454
2020-06-17 14:32:59 -07:00

4033 lines
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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 = -2.5649493574615367, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("integer (numeric)noon|midnight|EOD|end of day",
-0.916290731874155),
("hour", -0.916290731874155)],
n = 1},
koData =
ClassData{prior = -8.004270767353637e-2,
unseen = -3.332204510175204,
likelihoods =
HashMap.fromList
[("hour", -0.7308875085427924),
("integer (numeric)time-of-day (latent)", -0.7308875085427924)],
n = 12}}),
("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 = -9.237332013101517e-2,
unseen = -4.23410650459726,
likelihoods =
HashMap.fromList
[("at <time-of-day>", -2.4277482359480516),
("hhhmm", -1.65455834771457),
("<time-of-day> am|pm", -2.0222831278398874),
("hh:mm", -2.2735975561207935), ("hour", -1.821612432377736),
("minute", -1.128465251817791)],
n = 31},
koData =
ClassData{prior = -2.4277482359480516,
unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("hhhmm", -1.3862943611198906), ("hh:mm", -1.791759469228055),
("minute", -1.0986122886681098)],
n = 3}}),
("Thursday",
Classifier{okData =
ClassData{prior = -7.79615414697118e-2,
unseen = -3.6635616461296463,
likelihoods = HashMap.fromList [("", 0.0)], n = 37},
koData =
ClassData{prior = -2.5902671654458267,
unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.5317237414036072, unseen = -6.184148890937483,
likelihoods = HashMap.fromList [("", 0.0)], n = 483},
koData =
ClassData{prior = -0.8857402876757297, unseen = -5.831882477283517,
likelihoods = HashMap.fromList [("", 0.0)], n = 339}}),
("<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 = -2.3978952727983707,
likelihoods = HashMap.fromList [("", 0.0)], n = 9},
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}}),
("Karva Chauth",
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}}),
("<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}}),
("Maha Shivaratri",
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}}),
("Ramadan",
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}}),
("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 = -1.6877697557040074, unseen = -4.51085950651685,
likelihoods =
HashMap.fromList
[("<day-of-month> (ordinal or number) <named-month>",
-3.8066624897703196),
("July", -3.8066624897703196),
("intersect", -3.8066624897703196),
("year (latent)", -3.4011973816621555),
("day", -2.4203681286504293),
("the <day-of-month> (ordinal)", -3.4011973816621555),
("the <day-of-month> (number)", -3.8066624897703196),
("time-of-day (latent)", -2.5538995212749516),
("year", -3.4011973816621555),
("<time-of-day> am|pm", -2.5538995212749516),
("hh:mm", -2.890371757896165),
("<day-of-month> (ordinal)", -3.4011973816621555),
("hour", -1.9348603128687285), ("month", -3.4011973816621555),
("minute", -2.890371757896165),
("August", -3.8066624897703196)],
n = 27},
koData =
ClassData{prior = -0.204483128596807, unseen = -5.616771097666572,
likelihoods =
HashMap.fromList
[("<integer> to|till|before <hour-of-day>", -4.00369019395397),
("week", -4.919980925828125),
("<day-of-month> (ordinal or number) <named-month>",
-4.919980925828125),
("today", -4.919980925828125),
("intersect", -2.9740707767728116),
("<time> for <duration>", -4.22683374526818),
("second", -4.919980925828125), ("now", -3.3105430133940246),
("tomorrow", -4.5145158177199605),
("this|last|next <cycle>", -4.919980925828125),
("day", -1.8064656166177504),
("the <day-of-month> (ordinal)", -4.5145158177199605),
("the <day-of-month> (number)", -3.5336865647082343),
("time-of-day (latent)", -2.477633890458921),
("<time-of-day> am|pm", -4.22683374526818),
("hh:mm", -4.5145158177199605),
("nograin", -3.3105430133940246),
("intersect by \",\", \"of\", \"from\", \"'s\"",
-4.5145158177199605),
("<named-month>|<named-day> <day-of-month> (ordinal)",
-4.919980925828125),
("<day-of-month> (ordinal)", -3.821368637160015),
("Easter Sunday", -4.919980925828125),
("Christmas", -4.22683374526818), ("hour", -2.317291240383741),
("month", -4.919980925828125),
("<datetime> - <datetime> (interval)", -2.840539384148289),
("<time-of-day> - <time-of-day> (interval)",
-2.9740707767728116),
("<named-month> <day-of-month> (non ordinal)",
-4.5145158177199605),
("minute", -1.9755419466616844),
("right now", -4.919980925828125),
("<month> dd-dd (interval)", -4.22683374526818),
("part of days", -4.919980925828125),
("dd-dd <month> (interval)", -4.5145158177199605)],
n = 119}}),
("integer after|past <hour-of-day>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("integer (numeric)noon|midnight|EOD|end of day",
-1.791759469228055),
("hour", -0.8754687373538999),
("integer (numeric)time-of-day (latent)", -1.3862943611198906),
("integer (20..90)time-of-day (latent)", -1.791759469228055)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
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 = -1.1631508098056809, 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 = -0.3746934494414107,
unseen = -3.4965075614664802,
likelihoods =
HashMap.fromList
[("ordinal (digits)October", -2.772588722239781),
("ordinal (digits)July", -2.0794415416798357),
("integer (numeric)September", -2.367123614131617),
("ordinal (digits)August", -2.772588722239781),
("ordinal (digits)April", -2.772588722239781),
("month", -0.9808292530117262),
("integer (numeric)July", -2.0794415416798357)],
n = 11}}),
("<time> <part-of-day>",
Classifier{okData =
ClassData{prior = -0.19574457712609536, unseen = -4.61512051684126,
likelihoods =
HashMap.fromList
[("<day-of-month> (ordinal)in|during the <part-of-day>",
-3.912023005428146),
("dayhour", -1.5141277326297755),
("Mondayearly morning", -3.506557897319982),
("time-of-day (latent)tonight", -3.506557897319982),
("hourhour", -2.2072749131897207),
("<time-of-day> o'clockin|during the <part-of-day>",
-3.912023005428146),
("todaypart of days", -3.912023005428146),
("minutehour", -2.659260036932778),
("at <time-of-day>in|during the <part-of-day>",
-3.506557897319982),
("time-of-day (latent)this <part-of-day>", -3.912023005428146),
("Mondayin|during the <part-of-day>", -3.912023005428146),
("intersectpart of days", -2.995732273553991),
("Saturdaypart of days", -3.912023005428146),
("intersectin|during the <part-of-day>", -3.912023005428146),
("the <day-of-month> (ordinal)in|during the <part-of-day>",
-3.912023005428146),
("tomorrowpart of days", -2.3025850929940455),
("hh:mmin|during the <part-of-day>", -2.995732273553991),
("time-of-day (latent)in|during the <part-of-day>",
-3.912023005428146),
("hhmm (latent)in|during the <part-of-day>",
-3.912023005428146),
("yesterdaypart of days", -3.506557897319982),
("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-3.912023005428146),
("Mondaypart of days", -3.912023005428146)],
n = 37},
koData =
ClassData{prior = -1.7272209480904839,
unseen = -3.7612001156935624,
likelihoods =
HashMap.fromList
[("dayhour", -3.044522437723423),
("yearhour", -3.044522437723423),
("monthhour", -3.044522437723423),
("hourhour", -1.9459101490553135),
("at <time-of-day>in|during the <part-of-day>",
-3.044522437723423),
("year (latent)in|during the <part-of-day>",
-3.044522437723423),
("Februaryin|during the <part-of-day>", -3.044522437723423),
("tomorrowpart of days", -3.044522437723423),
("time-of-day (latent)in|during the <part-of-day>",
-2.128231705849268)],
n = 8}}),
("dd/mm",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -3.4011973816621555,
likelihoods = HashMap.fromList [("", 0.0)], n = 28}}),
("today",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3978952727983707,
likelihoods = HashMap.fromList [("", 0.0)], n = 9},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("at <time-of-day>",
Classifier{okData =
ClassData{prior = -0.22957444164450025,
unseen = -5.308267697401205,
likelihoods =
HashMap.fromList
[("<time> timezone", -3.917010546939185),
("noon|midnight|EOD|end of day", -4.204692619390966),
("integer after|past <hour-of-day>", -3.917010546939185),
("<time-of-day> o'clock", -4.61015772749913),
("half after|past <hour-of-day>", -4.61015772749913),
("hhhmm", -3.6938669956249752),
("<hour-of-day> <integer>", -3.917010546939185),
("time-of-day (latent)", -1.6397432619294292),
("hhmm (latent)", -3.917010546939185),
("<time-of-day> am|pm", -2.0074680420547466),
("hh:mm", -3.3573947590037623),
("about|exactly <time-of-day>", -4.204692619390966),
("hour", -1.11365016603265),
("<time-of-day> sharp|exactly", -4.61015772749913),
("minute", -1.9360090780726016)],
n = 93},
koData =
ClassData{prior = -1.5841201044498106,
unseen = -4.1588830833596715,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -1.0076405104623831),
("<time-of-day> am|pm", -3.044522437723423),
("hour", -0.924258901523332)],
n = 24}}),
("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 = -3.58351893845611,
likelihoods =
HashMap.fromList
[("Wednesday", -2.8622008809294686),
("Saturday", -2.8622008809294686),
("Monday", -2.456735772821304), ("Friday", -1.6094379124341003),
("day", -0.8472978603872037), ("Sunday", -2.8622008809294686),
("on <day>", -2.169053700369523)],
n = 14},
koData =
ClassData{prior = -infinity, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [], n = 0}}),
("September",
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}}),
("tonight",
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}}),
("last|past|next <duration>",
Classifier{okData =
ClassData{prior = -3.17486983145803e-2,
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 = -3.4657359027997265,
unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("<integer> <unit-of-duration>", -1.6094379124341003),
("hour", -1.6094379124341003)],
n = 1}}),
("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 = -1.227009259181436e-2,
unseen = -4.418840607796598,
likelihoods = HashMap.fromList [("", 0.0)], n = 81},
koData =
ClassData{prior = -4.406719247264253, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("in|during <named-month>|year",
Classifier{okData =
ClassData{prior = -0.2336148511815052,
unseen = -3.8066624897703196,
likelihoods =
HashMap.fromList
[("<year> (bc|ad)", -1.9924301646902063),
("October", -3.0910424533583156),
("year (latent)", -1.2992829841302609),
("year", -0.9509762898620451), ("March", -2.6855773452501515),
("month", -2.3978952727983707)],
n = 19},
koData =
ClassData{prior = -1.5686159179138452, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("October", -1.6739764335716716),
("year (latent)", -1.3862943611198906),
("year", -1.3862943611198906), ("month", -1.6739764335716716)],
n = 5}}),
("<part-of-day> at <time-of-day>",
Classifier{okData =
ClassData{prior = -8.223809823697212e-2,
unseen = -4.406719247264253,
likelihoods =
HashMap.fromList
[("this <part-of-day>hh:mm", -3.7013019741124937),
("tonighthh:mm", -3.7013019741124937),
("hourhour", -0.8979415932059586),
("hourminute", -3.0081547935525483),
("in|during the <part-of-day>time-of-day (latent)",
-3.7013019741124937),
("this <part-of-day>time-of-day (latent)", -1.9965538818740682),
("early morningtime-of-day (latent)", -3.7013019741124937),
("tonight<time-of-day> o'clock", -3.7013019741124937),
("tonighttime-of-day (latent)", -2.7850112422383386),
("part of dayshh:mm", -3.7013019741124937),
("part of daystime-of-day (latent)", -1.6218604324326575)],
n = 35},
koData =
ClassData{prior = -2.538973871058276, unseen = -2.890371757896165,
likelihoods =
HashMap.fromList
[("hourhour", -1.4469189829363254),
("this <part-of-day>time-of-day (latent)", -2.1400661634962708),
("tonighttime-of-day (latent)", -2.1400661634962708),
("part of daystime-of-day (latent)", -2.1400661634962708)],
n = 3}}),
("between <time-of-day> and <time-of-day> (interval)",
Classifier{okData =
ClassData{prior = -0.40546510810816444,
unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("minuteminute", -1.6739764335716716),
("hh:mmhh:mm", -2.0794415416798357),
("<time-of-day> am|pmtime-of-day (latent)",
-2.0794415416798357),
("hhhmmhhhmm", -2.0794415416798357),
("minutehour", -1.6739764335716716),
("<time-of-day> am|pm<time-of-day> am|pm",
-2.0794415416798357)],
n = 4},
koData =
ClassData{prior = -1.0986122886681098,
unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -1.791759469228055),
("minutehour", -1.3862943611198906),
("hhhmmtime-of-day (latent)", -1.791759469228055)],
n = 2}}),
("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}}),
("Good Friday",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),
("October",
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}}),
("month (grain)",
Classifier{okData =
ClassData{prior = -0.13353139262452263,
unseen = -3.4011973816621555,
likelihoods = HashMap.fromList [("", 0.0)], n = 28},
koData =
ClassData{prior = -2.0794415416798357, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),
("<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 = -2.833213344056216,
likelihoods =
HashMap.fromList
[("at <time-of-day>", -2.0794415416798357),
("<part-of-day> at <time-of-day>", -2.0794415416798357),
("time-of-day (latent)", -1.1631508098056809),
("hour", -0.8266785731844679)],
n = 6},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
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 = -0.12260232209233239,
unseen = -4.709530201312334,
likelihoods =
HashMap.fromList
[("week", -3.3141860046725258),
("<integer> more <unit-of-duration>", -4.007333185232471),
("three-quarters of an hour", -3.0910424533583156),
("<integer> + '\"", -3.3141860046725258),
("number.number hours", -4.007333185232471),
("second", -3.6018680771243066),
("half a <time-grain>", -3.0910424533583156),
("day", -3.3141860046725258), ("year", -4.007333185232471),
("<integer> <unit-of-duration>", -1.6094379124341003),
("a <unit-of-duration>", -3.0910424533583156),
("quarter of an hour", -3.0910424533583156),
("hour", -2.503255788456197),
("about|exactly <duration>", -4.007333185232471),
("half an hour (abbrev).", -3.6018680771243066),
("<integer> and an half hour", -4.007333185232471),
("minute", -1.2992829841302609)],
n = 46},
koData =
ClassData{prior = -2.159484249353372, 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}}),
("the closest <day> to <time>",
Classifier{okData =
ClassData{prior = -0.2876820724517809,
unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("dayday", -1.0986122886681098),
("Christmastoday", -1.791759469228055),
("Monday<named-month>|<named-day> <day-of-month> (ordinal)",
-1.791759469228055),
("Monday<named-month> <day-of-month> (non ordinal)",
-1.791759469228055)],
n = 3},
koData =
ClassData{prior = -1.3862943611198906,
unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("daymonth", -1.3862943611198906),
("MondayOctober", -1.3862943611198906)],
n = 1}}),
("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}}),
("Ganesh Chaturthi",
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}}),
("July",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.5553480614894135,
likelihoods = HashMap.fromList [("", 0.0)], n = 33},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<time-of-day> <part-of-day>",
Classifier{okData =
ClassData{prior = -0.12516314295400605,
unseen = -3.6888794541139363,
likelihoods =
HashMap.fromList
[("time-of-day (latent)tonight", -2.5649493574615367),
("hourhour", -1.3609765531356008),
("<time-of-day> o'clockin|during the <part-of-day>",
-2.9704144655697013),
("minutehour", -1.717651497074333),
("at <time-of-day>in|during the <part-of-day>",
-2.277267285009756),
("time-of-day (latent)this <part-of-day>", -2.9704144655697013),
("hh:mmin|during the <part-of-day>", -2.0541237336955462),
("time-of-day (latent)in|during the <part-of-day>",
-2.277267285009756),
("hhmm (latent)in|during the <part-of-day>",
-2.9704144655697013)],
n = 15},
koData =
ClassData{prior = -2.1400661634962708, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("hourhour", -1.466337068793427),
("time-of-day (latent)in|during the <part-of-day>",
-1.466337068793427)],
n = 2}}),
("the nth <time> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("daymonth", -0.6931471805599453),
("ordinals (first..twentieth,thirtieth,...)Mondaythis|last|next <cycle>",
-0.6931471805599453)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("hour (grain)",
Classifier{okData =
ClassData{prior = -1.3723081191451507, unseen = -2.995732273553991,
likelihoods = HashMap.fromList [("", 0.0)], n = 18},
koData =
ClassData{prior = -0.2923879634891936, unseen = -4.007333185232471,
likelihoods = HashMap.fromList [("", 0.0)], n = 53}}),
("Parsi New 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}}),
("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 = -0.4912411544898014, unseen = -7.161622002939187,
likelihoods =
HashMap.fromList
[("Navaratriyear (latent)", -6.467698726104354),
("Karva Chauthyear (latent)", -6.467698726104354),
("<day-of-month> (ordinal)in|during the <part-of-day>",
-6.467698726104354),
("Maha Shivaratriyear (latent)", -6.467698726104354),
("Ramadanyear (latent)", -5.214935757608986),
("<datetime> - <datetime> (interval)on <day>",
-5.081404364984463),
("Bhai Doojyear (latent)", -6.467698726104354),
("hourday", -4.452795705562089),
("dayhour", -3.4472738399599914),
("<time-of-day> - <time-of-day> (interval)on <day>",
-5.081404364984463),
("Martin Luther King's Dayyear (latent)", -6.062233617996189),
("Shemini Atzeretyear (latent)", -6.467698726104354),
("daymonth", -4.452795705562089),
("monthday", -6.062233617996189),
("monthyear", -4.6759392568762985),
("Yom Ha'atzmautyear (latent)", -6.467698726104354),
("Orthodox Good Fridayyear (latent)", -6.062233617996189),
("Vijayadashamiyear (latent)", -6.467698726104354),
("Thai Pongalyear (latent)", -5.7745515455444085),
("Thiru Onamyear (latent)", -5.7745515455444085),
("hhhmmabsorption of , after named day", -6.467698726104354),
("Tuesdaythe <day-of-month> (ordinal)", -6.467698726104354),
("from <datetime> - <datetime> (interval)July",
-5.551407994230199),
("<day-of-month> (ordinal)Wednesday", -6.467698726104354),
("Krishna Janmashtamiyear (latent)", -6.062233617996189),
("Guru Gobind Singh Jayantiyear (latent)", -6.467698726104354),
("houryear", -5.551407994230199),
("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-6.467698726104354),
("Christmas<time-of-day> am|pm", -6.467698726104354),
("last <day-of-week> of <time>year (latent)",
-6.467698726104354),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.7745515455444085),
("intersectin|during <named-month>|year", -6.467698726104354),
("<time-of-day> am|pmintersect", -5.214935757608986),
("Earth Houryear (latent)", -6.467698726104354),
("Ganesh Chaturthiyear (latent)", -6.467698726104354),
("Octoberyear (latent)", -4.963621329328079),
("intersect<time-of-day> am|pm", -6.467698726104354),
("Mattu Pongalyear (latent)", -6.467698726104354),
("Saturday<part-of-day> at <time-of-day>", -6.467698726104354),
("Shavuotyear (latent)", -6.467698726104354),
("Parsi New Yearyear (latent)", -5.551407994230199),
("at <time-of-day>in|within|after <duration>",
-6.467698726104354),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.467698726104354),
("todayin|within|after <duration>", -6.467698726104354),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-6.062233617996189),
("Marchyear (latent)", -6.467698726104354),
("intersect by \",\", \"of\", \"from\", \"'s\"hhhmm",
-6.062233617996189),
("Sukkotyear (latent)", -6.062233617996189),
("hhhmmintersect", -6.062233617996189),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-6.062233617996189),
("Clean Mondayyear (latent)", -6.062233617996189),
("monthhour", -6.062233617996189),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.7745515455444085),
("todayat <time-of-day>", -6.467698726104354),
("Thursday<time> timezone", -4.069803453305983),
("tonight<time-of-day> am|pm", -6.467698726104354),
("time-of-day (latent)tonight", -6.062233617996189),
("from|since|after <time>December", -6.467698726104354),
("<time-of-day> am|pmon <day>", -4.452795705562089),
("this <time>hh(:mm) - <time-of-day> am|pm",
-6.467698726104354),
("yyyy-mm-ddhh:mm:ss", -6.062233617996189),
("dayday", -3.7596485250021434),
("<time> <part-of-day>at <time-of-day>", -6.062233617996189),
("tonightat <time-of-day>", -5.369086437436244),
("<time-of-day> am|pmabsorption of , after named day",
-5.7745515455444085),
("Dayananda Saraswati Jayantiyear (latent)",
-6.467698726104354),
("today<time-of-day> am|pm", -6.467698726104354),
("Februarythe <day-of-month> (ordinal)", -6.062233617996189),
("at <time-of-day><time> <part-of-day>", -6.467698726104354),
("<day-of-month> (ordinal)intersect", -6.062233617996189),
("hourhour", -3.4972842605346526),
("Mahavir Jayantiyear (latent)", -6.062233617996189),
("Navaratriin|during <named-month>|year", -6.467698726104354),
("Wednesdaythis|last|next <cycle>", -6.467698726104354),
("Lentyear (latent)", -6.467698726104354),
("intersect<named-month> <day-of-month> (non ordinal)",
-4.595896549202762),
("Boghiyear (latent)", -6.467698726104354),
("dayyear", -1.9244039438343497),
("Karva Chauthin|during <named-month>|year",
-6.467698726104354),
("Thursdayfrom|since|after <time>", -6.062233617996189),
("<time-of-day> o'clockin|during the <part-of-day>",
-6.467698726104354),
("Thursdayat <time-of-day>", -5.7745515455444085),
("Islamic New Yearyear (latent)", -6.062233617996189),
("Laylat al-Qadryear (latent)", -5.551407994230199),
("part of days<time-of-day> am|pm", -6.467698726104354),
("Shrove Tuesdayyear (latent)", -6.467698726104354),
("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-5.7745515455444085),
("hourminute", -6.062233617996189),
("<time-of-day> am|pmtomorrow", -5.7745515455444085),
("Yom Kippuryear (latent)", -6.467698726104354),
("<day-of-month> (ordinal)Tuesday", -6.062233617996189),
("<part-of-day> of <time>year (latent)", -6.467698726104354),
("minutehour", -5.214935757608986),
("Kaanum Pongalyear (latent)", -6.062233617996189),
("Maha Saptamiyear (latent)", -6.467698726104354),
("at <time-of-day>in|during the <part-of-day>",
-5.7745515455444085),
("time-of-day (latent)tomorrow", -5.551407994230199),
("part of daysat <time-of-day>", -4.858260813670253),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-4.452795705562089),
("for <duration> from <time>December", -6.467698726104354),
("tomorrow<time-of-day> sharp|exactly", -6.467698726104354),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.214935757608986),
("intersect by \",\", \"of\", \"from\" for yearhhhmm",
-5.214935757608986),
("time-of-day (latent)this <part-of-day>", -6.467698726104354),
("Pentecostyear (latent)", -6.467698726104354),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.214935757608986),
("<day-of-month> (ordinal)February", -6.467698726104354),
("Eid al-Fitryear (latent)", -5.081404364984463),
("Vasant Panchamiin|during <named-month>|year",
-6.467698726104354),
("Mondayin|during the <part-of-day>", -6.467698726104354),
("Chhathin|during <named-month>|year", -6.467698726104354),
("Diwaliin|during <named-month>|year", -6.467698726104354),
("this <part-of-day><time-of-day> am|pm", -6.467698726104354),
("Vaisakhiin|during <named-month>|year", -6.467698726104354),
("Guru Ravidass Jayantiyear (latent)", -5.214935757608986),
("Raksha Bandhanyear (latent)", -6.467698726104354),
("daysecond", -6.062233617996189),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-6.062233617996189),
("Ratha-Yatrayear (latent)", -6.467698726104354),
("Ashurayear (latent)", -6.467698726104354),
("Tuesdayin|during <named-month>|year", -6.467698726104354),
("Chinese New Yearyear (latent)", -6.467698726104354),
("tomorrowintersect", -6.467698726104354),
("Lag BaOmeryear (latent)", -6.467698726104354),
("last weekend of <named-month>year (latent)",
-6.467698726104354),
("Eid al-Adhayear (latent)", -4.327632562608083),
("intersectin|during the <part-of-day>", -6.467698726104354),
("Palm Sundayyear (latent)", -6.467698726104354),
("Christmasat <time-of-day>", -6.467698726104354),
("Passoveryear (latent)", -6.467698726104354),
("Lazarus Saturdayyear (latent)", -6.467698726104354),
("<day-of-month> (ordinal or number) <named-month>year (latent)",
-6.467698726104354),
("hhhmmon <day>", -5.551407994230199),
("Yom HaShoahyear (latent)", -6.062233617996189),
("Thursday<datetime> - <datetime> (interval)",
-6.062233617996189),
("Septemberyear (latent)", -6.062233617996189),
("Thursday<time-of-day> - <time-of-day> (interval)",
-4.963621329328079),
("Halloweenyear (latent)", -6.467698726104354),
("<ordinal> last <cycle> of <time>year (latent)",
-6.062233617996189),
("from <time-of-day> - <time-of-day> (interval)on <day>",
-5.7745515455444085),
("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
-6.467698726104354),
("at <time-of-day>intersect", -5.551407994230199),
("Rosh Hashanahyear (latent)", -5.7745515455444085),
("Dhanterasyear (latent)", -6.467698726104354),
("Tu BiShvatyear (latent)", -6.467698726104354),
("<day-of-month> (ordinal)December", -5.7745515455444085),
("Holiyear (latent)", -5.7745515455444085),
("<time-of-day> - <time-of-day> (interval)tomorrow",
-6.467698726104354),
("Holika Dahanyear (latent)", -5.7745515455444085),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-6.062233617996189),
("dayminute", -3.153512721431828),
("Mawlidyear (latent)", -6.467698726104354),
("from <datetime> - <datetime> (interval)on <day>",
-6.062233617996189),
("<datetime> - <datetime> (interval)tomorrow",
-6.467698726104354),
("Jumu'atul-Widayear (latent)", -5.551407994230199),
("minuteday", -2.7300291078209855),
("absorption of , after named dayintersect",
-5.7745515455444085),
("intersectyear (latent)", -6.467698726104354),
("Orthodox Easter Sundayyear (latent)", -6.467698726104354),
("time-of-day (latent)in|within|after <duration>",
-6.467698726104354),
("<ordinal> <cycle> of <time>year (latent)",
-6.467698726104354),
("intersecthhhmm", -6.062233617996189),
("the <day-of-month> (ordinal)in|during the <part-of-day>",
-6.467698726104354),
("Boss's Dayyear (latent)", -6.062233617996189),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-6.467698726104354),
("Global Youth Service Dayyear (latent)", -6.467698726104354),
("Dhanterasin|during <named-month>|year", -6.467698726104354),
("tonight<time-of-day> o'clock", -6.467698726104354),
("Tisha B'Avyear (latent)", -6.467698726104354),
("Isra and Mi'rajyear (latent)", -5.551407994230199),
("at <time-of-day>on <day>", -4.858260813670253),
("at <time-of-day>absorption of , after named day",
-6.062233617996189),
("time-of-day (latent)<time> <part-of-day>",
-5.7745515455444085),
("Christmasyear (latent)", -6.062233617996189),
("Saturdayintersect", -6.467698726104354),
("Naraka Chaturdashiyear (latent)", -6.062233617996189),
("Thai Pongalin|during <named-month>|year", -6.467698726104354),
("dayweek", -6.467698726104354),
("Easter Sundayyear (latent)", -5.7745515455444085),
("between <time-of-day> and <time-of-day> (interval)on <day>",
-6.062233617996189),
("weekyear", -5.369086437436244),
("King's Dayyear (latent)", -4.963621329328079),
("hh:mmin|during the <part-of-day>", -5.551407994230199),
("<cycle> after|before <time><time-of-day> am|pm",
-6.062233617996189),
("Hanukkahyear (latent)", -5.7745515455444085),
("Rama Navamiyear (latent)", -6.467698726104354),
("February<time> <part-of-day>", -6.467698726104354),
("time-of-day (latent)in|during the <part-of-day>",
-5.7745515455444085),
("Great Lentyear (latent)", -6.467698726104354),
("tomorrowat <time-of-day>", -5.7745515455444085),
("hhmm (latent)in|during the <part-of-day>",
-6.467698726104354),
("tomorrow<part-of-day> at <time-of-day>", -6.062233617996189),
("Ugadiyear (latent)", -5.081404364984463),
("Vaisakhiyear (latent)", -5.7745515455444085),
("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-5.7745515455444085),
("last <cycle> of <time>year (latent)", -5.7745515455444085),
("at <time-of-day>tomorrow", -6.062233617996189),
("tomorrow<time-of-day> am|pm", -6.467698726104354),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-6.467698726104354),
("Diwaliyear (latent)", -6.467698726104354),
("between <time> and <time>on <day>", -6.062233617996189),
("Black Fridayyear (latent)", -6.062233617996189),
("the <ordinal> last <cycle> of <time>year (latent)",
-6.467698726104354),
("in|during the <part-of-day>at <time-of-day>",
-6.467698726104354),
("Chhathyear (latent)", -6.062233617996189),
("Vasant Panchamiyear (latent)", -6.467698726104354),
("Rabindra Jayantiyear (latent)", -5.214935757608986),
("this <part-of-day>at <time-of-day>", -5.214935757608986),
("St Patrick's Dayyear (latent)", -6.467698726104354),
("Thursday<time> (timezone)", -6.467698726104354),
("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-6.467698726104354),
("Pargat Diwasyear (latent)", -5.214935757608986),
("<datetime> - <datetime> (interval)July", -6.062233617996189),
("on <day><named-month> <day-of-month> (non ordinal)",
-5.7745515455444085),
("Februaryintersect", -6.467698726104354),
("Simchat Torahyear (latent)", -6.467698726104354),
("minuteyear", -6.467698726104354)],
n = 495},
koData =
ClassData{prior = -0.9464059311502384, unseen = -6.831953565565855,
likelihoods =
HashMap.fromList
[("Thursdayhhhmm", -4.63364965730996),
("hourday", -3.5727776966246974),
("<hour-of-day> <integer><time-of-day> am|pm",
-6.137727054086234),
("<day-of-month> (ordinal)August", -6.137727054086234),
("dayhour", -3.5727776966246974),
("<time> timezoneyear (latent)", -5.444579873526289),
("<time-of-day> - <time-of-day> (interval)on <day>",
-5.221436322212079),
("Tuesdayfrom|since|after <time>", -5.444579873526289),
("daymonth", -3.4635784046597053),
("hourquarter", -5.221436322212079),
("monthyear", -4.884964085590866),
("<time-of-day> am|pmyear (latent)", -5.444579873526289),
("Thai Pongalyear (latent)", -5.444579873526289),
("intersecthh:mm", -6.137727054086234),
("from <datetime> - <datetime> (interval)July",
-5.7322619459780695),
("<day-of-month> (ordinal)Wednesday", -6.137727054086234),
("houryear", -4.345967584858179),
("from <time-of-day> - <time-of-day> (interval)July",
-6.137727054086234),
("<day-of-month> (ordinal)October", -6.137727054086234),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.444579873526289),
("hournograin", -4.884964085590866),
("<time-of-day> am|pmintersect", -4.884964085590866),
("Octoberyear (latent)", -6.137727054086234),
("Good Fridayyear (latent)", -5.7322619459780695),
("time-of-day (latent)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.7322619459780695),
("early morningat <time-of-day>", -6.137727054086234),
("until <time>on <day>", -5.444579873526289),
("part of days<time-of-day> - <time-of-day> (interval)",
-6.137727054086234),
("time-of-day (latent)intersect", -5.444579873526289),
("todayin <number> (implicit minutes)", -6.137727054086234),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.444579873526289),
("this <part-of-day><time-of-day> - <time-of-day> (interval)",
-6.137727054086234),
("about|exactly <time-of-day>year (latent)",
-6.137727054086234),
("hh:mmon <day>", -4.884964085590866),
("hhhmmintersect", -5.7322619459780695),
("absorption of , after named dayJuly", -5.221436322212079),
("from|since|after <time>July", -5.7322619459780695),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-5.221436322212079),
("Clean Mondayyear (latent)", -6.137727054086234),
("monthhour", -6.137727054086234),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.7322619459780695),
("hourmonth", -3.9976608905899633),
("todayat <time-of-day>", -6.137727054086234),
("hhhmmyear (latent)", -4.884964085590866),
("from|since|after <time>December", -6.137727054086234),
("from|since|after <time><time-of-day> am|pm",
-6.137727054086234),
("<time-of-day> am|pmon <day>", -4.884964085590866),
("Mondayyear (latent)", -5.444579873526289),
("dayday", -4.122824033543969),
("on <day>September", -5.444579873526289),
("time-of-day (latent)September", -5.7322619459780695),
("hourhour", -4.058285512406398),
("time-of-day (latent)on <day>", -4.63364965730996),
("Thursdaydd/mm", -6.137727054086234),
("time-of-day (latent)<cycle> after|before <time>",
-5.7322619459780695),
("dayyear", -3.1173021679418715),
("New Year's Dayyear (latent)", -5.221436322212079),
("time-of-day (latent)Sunday", -5.7322619459780695),
("Thursdayfrom|since|after <time>", -4.432978961847809),
("Thursdayat <time-of-day>", -4.528289141652134),
("<integer> to|till|before <hour-of-day>September",
-6.137727054086234),
("Aprilyear (latent)", -6.137727054086234),
("the <day-of-month> (ordinal)July", -6.137727054086234),
("the <day-of-month> (number)July", -6.137727054086234),
("monthminute", -6.137727054086234),
("<time-of-day> am|pmtomorrow", -6.137727054086234),
("Thursdayhh:mm", -5.221436322212079),
("<day-of-month> (ordinal)Tuesday", -5.7322619459780695),
("minutemonth", -3.9976608905899633),
("time-of-day (latent)Friday", -5.7322619459780695),
("minutehour", -6.137727054086234),
("part of daysat <time-of-day>", -5.039114765418124),
("time-of-day (latent)this|last|next <cycle>",
-3.7863517969227565),
("Augustyear (latent)", -5.7322619459780695),
("week-endin|during <named-month>|year", -6.137727054086234),
("time-of-day (latent)Tuesday", -5.7322619459780695),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-6.137727054086234),
("tonight<time-of-day> - <time-of-day> (interval)",
-6.137727054086234),
("Sundayyear (latent)", -5.221436322212079),
("hourweek", -5.221436322212079),
("the <day-of-month> (ordinal)Monday", -5.444579873526289),
("Christmasat <time-of-day>", -6.137727054086234),
("from|since|after <time>year (latent)", -5.039114765418124),
("hhhmmon <day>", -5.221436322212079),
("yesterday<time-of-day> am|pm", -6.137727054086234),
("<day-of-month> (ordinal)July", -5.444579873526289),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-6.137727054086234),
("Thursday<time-of-day> - <time-of-day> (interval)",
-6.137727054086234),
("in|during <named-month>|yearyear (latent)",
-6.137727054086234),
("at <time-of-day>intersect", -5.221436322212079),
("hh:mmyear (latent)", -4.751432692966343),
("Holiyear (latent)", -6.137727054086234),
("until <time><time-of-day> am|pm", -6.137727054086234),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.7322619459780695),
("dayminute", -3.304513710030018),
("yyyy-mm-ddhh:mm", -5.7322619459780695),
("intersectfrom|since|after <time>", -5.7322619459780695),
("intersectSeptember", -4.265924877184642),
("minuteday", -2.9807266329361206),
("absorption of , after named dayintersect",
-6.137727054086234),
("intersectyear (latent)", -6.137727054086234),
("Februaryin|during the <part-of-day>", -6.137727054086234),
("<duration> after|before|from|past <time>December",
-6.137727054086234),
("time-of-day (latent)July", -5.444579873526289),
("Saturdayyear (latent)", -6.137727054086234),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-6.137727054086234),
("<day-of-month> (ordinal)Monday", -5.221436322212079),
("at <time-of-day>on <day>", -5.221436322212079),
("absorption of , after named daySeptember",
-4.884964085590866),
("Naraka Chaturdashiyear (latent)", -6.137727054086234),
("from|since|after <time>on <day>", -5.221436322212079),
("dayweek", -6.137727054086234),
("Easter Sundayyear (latent)", -5.7322619459780695),
("Thursday<time-of-day> am|pm", -4.884964085590866),
("weekyear", -5.7322619459780695),
("time-of-day (latent)Thursday", -5.7322619459780695),
("<named-month> <day-of-month> (non ordinal)until <time>",
-6.137727054086234),
("<day-of-month> (ordinal)April", -6.137727054086234),
("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-5.7322619459780695),
("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-5.444579873526289),
("Sundayfrom|since|after <time>", -6.137727054086234),
("absorption of , after named dayFebruary", -5.221436322212079),
("time-of-day (latent)in|during the <part-of-day>",
-5.7322619459780695),
("July<integer> to|till|before <hour-of-day>",
-6.137727054086234),
("tomorrowat <time-of-day>", -6.137727054086234),
("daynograin", -5.7322619459780695),
("<integer> to|till|before <hour-of-day>July",
-5.7322619459780695),
("last <cycle> of <time>year (latent)", -5.7322619459780695),
("tomorrow<time-of-day> am|pm", -6.137727054086234),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-5.444579873526289),
("Diwaliyear (latent)", -5.7322619459780695),
("<time-of-day> - <time-of-day> (interval)July",
-6.137727054086234),
("this <part-of-day>at <time-of-day>", -5.221436322212079),
("Fridayyear (latent)", -5.221436322212079),
("time-of-day (latent)April", -6.137727054086234),
("minuteyear", -3.9405024767500145)],
n = 314}}),
("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 = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("in <number> (implicit minutes)",
Classifier{okData =
ClassData{prior = -1.329135947279942, unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("integer (numeric)", -0.3184537311185346),
("integer (0..19)", -1.2992829841302609)],
n = 9},
koData =
ClassData{prior = -0.30748469974796055,
unseen = -3.332204510175204,
likelihoods =
HashMap.fromList
[("integer (numeric)", -0.20479441264601328),
("integer (0..19)", -1.6863989535702288)],
n = 25}}),
("<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 = -3.6635616461296463,
likelihoods = HashMap.fromList [("", 0.0)], n = 37},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("from <datetime> - <datetime> (interval)",
Classifier{okData =
ClassData{prior = -1.208960345836975, unseen = -4.465908118654584,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -3.355735007585398),
("minuteminute", -2.8449093838194073),
("the <day-of-month> (number)the <day-of-month> (ordinal)",
-3.7612001156935624),
("<day-of-month> (ordinal)<day-of-month> (ordinal)",
-3.355735007585398),
("the <day-of-month> (ordinal)the <day-of-month> (ordinal)",
-3.355735007585398),
("hh:mmhh:mm", -2.8449093838194073),
("dayday", -1.889397938791971),
("the <day-of-month> (ordinal)the <day-of-month> (number)",
-3.7612001156935624),
("the <day-of-month> (number)the <day-of-month> (number)",
-3.355735007585398),
("<named-month>|<named-day> <day-of-month> (ordinal)<day-of-month> (ordinal)",
-3.7612001156935624),
("<time-of-day> am|pmtime-of-day (latent)",
-3.7612001156935624),
("hourhour", -3.355735007585398),
("minutehour", -3.355735007585398),
("<day-of-month> (ordinal)the <day-of-month> (ordinal)",
-3.7612001156935624),
("the <day-of-month> (ordinal)<day-of-month> (ordinal)",
-3.7612001156935624),
("<time-of-day> am|pm<time-of-day> am|pm", -3.7612001156935624),
("<day-of-month> (ordinal)the <day-of-month> (number)",
-3.7612001156935624)],
n = 20},
koData =
ClassData{prior = -0.35454501768090746,
unseen = -4.948759890378168,
likelihoods =
HashMap.fromList
[("hourday", -2.744417845273085),
("dayhour", -2.8622008809294686),
("time-of-day (latent)intersect by \",\", \"of\", \"from\", \"'s\"",
-4.248495242049359),
("time-of-day (latent)<day-of-month> (ordinal)",
-4.248495242049359),
("time-of-day (latent)intersect", -4.248495242049359),
("<day-of-month> (ordinal)time-of-day (latent)",
-3.5553480614894135),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-4.248495242049359),
("hh:mmtime-of-day (latent)", -3.332204510175204),
("hh:mm<time-of-day> am|pm", -3.8430301339411947),
("minuteminute", -3.332204510175204),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-4.248495242049359),
("time-of-day (latent)time-of-day (latent)",
-3.332204510175204),
("hh:mmhh:mm", -4.248495242049359),
("dayday", -2.108429078553088),
("the <day-of-month> (ordinal)the <day-of-month> (number)",
-3.8430301339411947),
("the <day-of-month> (number)the <day-of-month> (number)",
-4.248495242049359),
("<day-of-month> (ordinal)intersect", -4.248495242049359),
("hourhour", -2.995732273553991),
("time-of-day (latent)the <day-of-month> (ordinal)",
-4.248495242049359),
("dayyear", -4.248495242049359),
("the <day-of-month> (ordinal)time-of-day (latent)",
-4.248495242049359),
("the <day-of-month> (number)time-of-day (latent)",
-4.248495242049359),
("minutehour", -3.1498829533812494),
("the <day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-4.248495242049359),
("the <day-of-month> (number)intersect by \",\", \"of\", \"from\", \"'s\"",
-4.248495242049359),
("hh:mmintersect", -3.8430301339411947),
("time-of-day (latent)<day-of-month> (ordinal or number) of <month>",
-3.8430301339411947),
("<day-of-month> (ordinal)<day-of-month> (ordinal or number) <named-month>",
-4.248495242049359),
("<day-of-month> (ordinal)<day-of-month> (ordinal or number) of <month>",
-3.8430301339411947),
("time-of-day (latent)<time-of-day> am|pm", -4.248495242049359),
("time-of-day (latent)<day-of-month> (ordinal or number) <named-month>",
-4.248495242049359),
("time-of-day (latent)the <day-of-month> (number)",
-3.8430301339411947),
("the <day-of-month> (ordinal)<day-of-month> (ordinal or number) <named-month>",
-4.248495242049359),
("the <day-of-month> (number)<day-of-month> (ordinal or number) <named-month>",
-4.248495242049359),
("<day-of-month> (ordinal)the <day-of-month> (number)",
-4.248495242049359),
("the <day-of-month> (ordinal)intersect", -3.8430301339411947),
("<named-month> <day-of-month> (non ordinal)time-of-day (latent)",
-4.248495242049359),
("the <day-of-month> (number)intersect", -3.8430301339411947)],
n = 47}}),
("Saturday",
Classifier{okData =
ClassData{prior = -0.13353139262452263,
unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [("", 0.0)], n = 7},
koData =
ClassData{prior = -2.0794415416798357,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("the <cycle> of <time>",
Classifier{okData =
ClassData{prior = -0.15415067982725836,
unseen = -2.995732273553991,
likelihoods =
HashMap.fromList
[("week (grain)<named-month>|<named-day> <day-of-month> (ordinal)",
-1.845826690498331),
("weekmonth", -1.845826690498331),
("week (grain)October", -1.845826690498331),
("week (grain)<named-month> <day-of-month> (non ordinal)",
-1.845826690498331),
("weekday", -1.3350010667323402)],
n = 6},
koData =
ClassData{prior = -1.9459101490553135,
unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("second (grain) March", -1.5040773967762742),
("secondmonth", -1.5040773967762742)],
n = 1}}),
("number.number hours",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("hour (grain)", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("from <time-of-day> - <time-of-day> (interval)",
Classifier{okData =
ClassData{prior = -0.7308875085427924,
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 = -0.6567795363890705,
unseen = -3.7376696182833684,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -1.9218125974762528),
("hh:mm<time-of-day> am|pm", -2.6149597780361984),
("minuteminute", -2.6149597780361984),
("time-of-day (latent)time-of-day (latent)",
-1.9218125974762528),
("hh:mmhh:mm", -3.0204248861443626),
("hourhour", -1.7676619176489945),
("minutehour", -1.7676619176489945),
("time-of-day (latent)<time-of-day> am|pm",
-3.0204248861443626)],
n = 14}}),
("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 = -0.14681486833704485,
unseen = -5.393627546352362,
likelihoods =
HashMap.fromList
[("integer (numeric)", -2.7779564107075706e-2),
("intersect 2 numbers", -4.00277736869661)],
n = 215},
koData =
ClassData{prior = -1.9910923718485463,
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 = -0.15415067982725836,
unseen = -3.5553480614894135,
likelihoods =
HashMap.fromList
[("minuteminute", -2.833213344056216),
("<time-of-day> am|pm<integer> <unit-of-duration>",
-2.1400661634962708),
("dayday", -1.4469189829363254),
("hourminute", -1.916922612182061),
("hhhmm<integer> <unit-of-duration>", -2.833213344056216),
("intersect<integer> <unit-of-duration>", -2.1400661634962708),
("<day-of-month> (ordinal or number) <named-month><integer> <unit-of-duration>",
-2.4277482359480516),
("from|since|after <time><integer> <unit-of-duration>",
-2.1400661634962708)],
n = 12},
koData =
ClassData{prior = -1.9459101490553135, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("monthday", -1.540445040947149),
("December<integer> <unit-of-duration>", -1.540445040947149)],
n = 2}}),
("hhhmm",
Classifier{okData =
ClassData{prior = -2.247285585205863e-2,
unseen = -3.828641396489095,
likelihoods = HashMap.fromList [("", 0.0)], n = 44},
koData =
ClassData{prior = -3.8066624897703196,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("Mahavir Jayanti",
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}}),
("Monday",
Classifier{okData =
ClassData{prior = -0.24512245803298496,
unseen = -2.995732273553991,
likelihoods = HashMap.fromList [("", 0.0)], n = 18},
koData =
ClassData{prior = -1.5260563034950494,
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}}),
("Dayananda Saraswati Jayanti",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("hh:mm:ss",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
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 = -9.53101798043249e-2,
unseen = -3.295836866004329,
likelihoods =
HashMap.fromList
[("at <time-of-day>integer (20..90)", -2.5649493574615367),
("time-of-day (latent)integer (numeric)", -2.159484249353372),
("time-of-day (latent)integer 21..99", -2.159484249353372),
("hour", -0.8602012652231115),
("at <time-of-day>integer (numeric)", -2.159484249353372),
("time-of-day (latent)integer (20..90)", -1.8718021769015913)],
n = 10},
koData =
ClassData{prior = -2.3978952727983707,
unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("hour", -1.3862943611198906),
("time-of-day (latent)integer (20..90)", -1.3862943611198906)],
n = 1}}),
("Rama Navami",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("nth <time> of <time>",
Classifier{okData =
ClassData{prior = -0.2876820724517809, unseen = -3.258096538021482,
likelihoods =
HashMap.fromList
[("daymonth", -0.916290731874155),
("ordinals (first..twentieth,thirtieth,...)Tuesdayintersect",
-2.5257286443082556),
("ordinals (first..twentieth,thirtieth,...)Wednesdayintersect",
-2.120263536200091),
("ordinals (first..twentieth,thirtieth,...)Mondaythis|last|next <cycle>",
-1.6094379124341003),
("ordinals (first..twentieth,thirtieth,...)TuesdayOctober",
-2.120263536200091)],
n = 9},
koData =
ClassData{prior = -1.3862943611198906, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("daymonth", -1.1786549963416462),
("ordinals (first..twentieth,thirtieth,...)TuesdaySeptember",
-1.8718021769015913),
("ordinals (first..twentieth,thirtieth,...)WednesdayOctober",
-1.466337068793427)],
n = 3}}),
("<hour-of-day> quarter",
Classifier{okData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 2}}),
("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}}),
("King's Day",
Classifier{okData =
ClassData{prior = -0.11778303565638351,
unseen = -2.3025850929940455,
likelihoods = HashMap.fromList [("", 0.0)], n = 8},
koData =
ClassData{prior = -2.1972245773362196,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("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}}),
("from the <day-of-month> (ordinal or number) to the <day-of-month> (ordinal or number) of <named-month> (interval)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.4011973816621555,
likelihoods =
HashMap.fromList
[("ordinal (digits)ordinal (digits)July", -1.9810014688665833),
("integer (numeric)integer (numeric)July", -1.9810014688665833),
("integer (numeric)ordinal (digits)July", -1.9810014688665833),
("ordinal (digits)integer (numeric)July", -1.9810014688665833),
("month", -0.8023464725249373)],
n = 12},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
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 = -4.546237407675729e-2,
unseen = -4.477336814478207,
likelihoods = HashMap.fromList [("", 0.0)], n = 86},
koData =
ClassData{prior = -3.1135153092103742, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),
("<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}}),
("<integer> <day-of-week> from <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.995732273553991,
likelihoods =
HashMap.fromList
[("integer (numeric)Fridaynow", -2.2512917986064953),
("integer (0..19)Tuesdaynow", -2.2512917986064953),
("integer (0..19)Sundaynow", -2.2512917986064953),
("integer (0..19)Fridaynow", -2.2512917986064953),
("daynograin", -0.9985288301111273),
("integer (numeric)Sundaynow", -2.2512917986064953),
("integer (numeric)Tuesdaynow", -2.2512917986064953)],
n = 6},
koData =
ClassData{prior = -infinity, unseen = -2.0794415416798357,
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 = -8.004270767353637e-2,
unseen = -2.639057329615259,
likelihoods = HashMap.fromList [("", 0.0)], n = 12},
koData =
ClassData{prior = -2.5649493574615367,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("<day-of-month> (ordinal or number) of <named-month>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.367295829986474,
likelihoods =
HashMap.fromList
[("ordinals (first..twentieth,thirtieth,...)March",
-1.3862943611198906),
("ordinal (digits)February", -2.2335922215070942),
("month", -0.7672551527136672),
("ordinal (digits)March", -1.7227665977411035)],
n = 12},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("this <part-of-day>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.4339872044851463,
likelihoods =
HashMap.fromList
[("hour", -0.6931471805599453),
("part of days", -0.6931471805599453)],
n = 14},
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}}),
("Rabindra Jayanti",
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}}),
("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}}),
("Pargat Diwas",
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}}),
("Friday",
Classifier{okData =
ClassData{prior = -0.35667494393873245,
unseen = -2.772588722239781,
likelihoods = HashMap.fromList [("", 0.0)], n = 14},
koData =
ClassData{prior = -1.2039728043259361,
unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6}}),
("in|during the <part-of-day>",
Classifier{okData =
ClassData{prior = -6.899287148695143e-2,
unseen = -3.4657359027997265,
likelihoods =
HashMap.fromList
[("early morning", -2.740840023925201),
("hour", -0.7259370033829361),
("part of days", -0.7949298748698876)],
n = 14},
koData =
ClassData{prior = -2.70805020110221, 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 = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("tomorrow",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.1354942159291497,
likelihoods = HashMap.fromList [("", 0.0)], n = 21},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("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 = -0.4325460667108351, unseen = -5.209486152841421,
likelihoods =
HashMap.fromList
[("week", -1.215022640512521),
("month (grain)", -2.495956485974585),
("year (grain)", -2.495956485974585),
("week (grain)", -1.215022640512521),
("quarter", -3.594568774642695), ("year", -2.495956485974585),
("month", -2.495956485974585),
("quarter (grain)", -3.594568774642695)],
n = 85},
koData =
ClassData{prior = -1.0465559267120566, unseen = -4.653960350157523,
likelihoods =
HashMap.fromList
[("week", -1.8111775550851565),
("month (grain)", -2.4471663218051534),
("year (grain)", -3.0349529867072724),
("second", -3.0349529867072724),
("week (grain)", -1.8111775550851565),
("day", -2.2464956263430023), ("quarter", -3.0349529867072724),
("year", -3.0349529867072724),
("second (grain) ", -3.0349529867072724),
("month", -2.4471663218051534),
("quarter (grain)", -3.0349529867072724),
("day (grain)", -2.2464956263430023)],
n = 46}}),
("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}}),
("Ratha-Yatra",
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 = -2.890371757896165,
likelihoods = HashMap.fromList [("", 0.0)], n = 16},
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 = -0.4818380868927383,
unseen = -3.1780538303479458,
likelihoods =
HashMap.fromList
[("ordinals (first..twentieth,thirtieth,...)",
-1.5260563034950494),
("ordinal (digits)", -0.24512245803298496)],
n = 21},
koData =
ClassData{prior = -0.9614111671546247, unseen = -2.772588722239781,
likelihoods =
HashMap.fromList
[("ordinals (first..twentieth,thirtieth,...)",
-0.6286086594223742),
("ordinal (digits)", -0.7621400520468967)],
n = 13}}),
("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 = -0.8649974374866046,
unseen = -2.3025850929940455,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 8},
koData =
ClassData{prior = -0.5465437063680699,
unseen = -2.5649493574615367,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 11}}),
("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}}),
("Guru Ravidass Jayanti",
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}}),
("Sunday",
Classifier{okData =
ClassData{prior = -0.40546510810816444,
unseen = -2.4849066497880004,
likelihoods = HashMap.fromList [("", 0.0)], n = 10},
koData =
ClassData{prior = -1.0986122886681098,
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 = -8.004270767353637e-2,
unseen = -3.258096538021482,
likelihoods = HashMap.fromList [("", 0.0)], n = 24},
koData =
ClassData{prior = -2.5649493574615367,
unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),
("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}}),
("Orthodox Good Friday",
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-of-day (latent)",
Classifier{okData =
ClassData{prior = -0.7010523600670586, unseen = -4.859812404361672,
likelihoods =
HashMap.fromList
[("integer (numeric)", -9.844007281325252e-2),
("integer (0..19)", -2.367123614131617)],
n = 126},
koData =
ClassData{prior = -0.6853040030989195, unseen = -4.875197323201151,
likelihoods =
HashMap.fromList
[("integer (numeric)", -0.15800424914324832),
("integer (0..19)", -1.923095471289142)],
n = 128}}),
("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 = -0.6102595207541777, unseen = -5.308267697401205,
likelihoods =
HashMap.fromList
[("week", -2.6642475784438173),
("integer (0..19)year (grain)", -3.22386336637924),
("integer (numeric)day (grain)", -2.6642475784438173),
("integer (0..19)second (grain) ", -3.917010546939185),
("integer (0..19)hour (grain)", -3.1060803307228566),
("second", -3.5115454388310208),
("integer (numeric)second (grain) ", -4.204692619390966),
("integer (numeric)year (grain)", -3.3573947590037623),
("day", -2.412933150162911), ("year", -2.6642475784438173),
("integer (numeric)week (grain)", -3.22386336637924),
("integer (0..19)month (grain)", -3.6938669956249752),
("integer (20..90)minute (grain)", -4.61015772749913),
("hour", -2.738355550597539), ("month", -3.3573947590037623),
("integer (numeric)minute (grain)", -2.5952547069568657),
("integer (0..19)minute (grain)", -3.22386336637924),
("integer (numeric)month (grain)", -4.204692619390966),
("minute", -2.167810692129926),
("integer (numeric)hour (grain)", -3.6938669956249752),
("integer (0..19)day (grain)", -3.6938669956249752),
("integer (0..19)week (grain)", -3.3573947590037623)],
n = 88},
koData =
ClassData{prior = -0.7835312420282143, unseen = -5.159055299214529,
likelihoods =
HashMap.fromList
[("week", -3.543853682063679),
("integer (0..19)year (grain)", -4.054679305829669),
("integer (numeric)day (grain)", -4.054679305829669),
("integer (numeric)quarter (grain)", -4.054679305829669),
("integer (numeric)year (grain)", -4.054679305829669),
("day", -3.543853682063679), ("quarter", -3.543853682063679),
("year", -3.543853682063679),
("integer (numeric)week (grain)", -4.054679305829669),
("integer (0..19)month (grain)", -4.054679305829669),
("hour", -1.145958409265308), ("month", -3.543853682063679),
("integer (numeric)month (grain)", -4.054679305829669),
("integer (numeric)hour (grain)", -1.145958409265308),
("integer (0..19)day (grain)", -4.054679305829669),
("integer (0..19)week (grain)", -4.054679305829669),
("integer (0..19)quarter (grain)", -4.054679305829669)],
n = 74}}),
("from the <day-of-month> (ordinal or number) to the <day-of-month> (ordinal or number) <named-month> (interval)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.772588722239781,
likelihoods =
HashMap.fromList
[("ordinal (digits)ordinal (digits)July", -1.3217558399823195),
("integer (numeric)integer (numeric)July", -1.3217558399823195),
("month", -0.7621400520468967)],
n = 6},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("Guru Gobind Singh Jayanti",
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}}),
("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}}),
("Krishna Janmashtami",
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-of-day> am|pm",
Classifier{okData =
ClassData{prior = -0.25452986513488046, unseen = -5.68697535633982,
likelihoods =
HashMap.fromList
[("from|since|after <time>", -3.7376696182833684),
("integer after|past <hour-of-day>", -4.297285406218791),
("at <time-of-day>", -2.3877429013343523),
("<time-of-day> o'clock", -4.584967478670572),
("half after|past <hour-of-day>", -4.584967478670572),
("second", -4.990432586778736),
("hh:mm:ss", -4.990432586778736),
("<hour-of-day> <integer>", -4.074141854904581),
("time-of-day (latent)", -1.6762465821062107),
("hhmm (latent)", -4.990432586778736),
("hh:mm", -2.3877429013343523),
("quarter after|past <hour-of-day>", -3.4863551900024623),
("until <time>", -4.297285406218791),
("about|exactly <time-of-day>", -4.990432586778736),
("hour", -1.2292324710851739),
("<time-of-day> sharp|exactly", -4.990432586778736),
("minute", -1.7132878537865597)],
n = 138},
koData =
ClassData{prior = -1.4929040961781488, unseen = -4.59511985013459,
likelihoods =
HashMap.fromList
[("<integer> to|till|before <hour-of-day>", -3.1986731175506815),
("from|since|after <time>", -3.1986731175506815),
("at <time-of-day>", -3.4863551900024623),
("time-of-day (latent)", -1.1837700970084166),
("hh:mm", -3.4863551900024623),
("until <time>", -3.891820298110627),
("hour", -1.0296194171811581), ("minute", -2.639057329615259)],
n = 40}}),
("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 = -0.2231435513142097, unseen = -4.04305126783455,
likelihoods =
HashMap.fromList
[("Thursday", -1.8281271133989299),
("absorption of , after named day", -2.639057329615259),
("intersect", -2.639057329615259),
("Saturday", -2.639057329615259),
("Friday", -2.9267394020670396), ("day", -0.8064758658669484),
("the <day-of-month> (ordinal)", -2.9267394020670396),
("intersect by \",\", \"of\", \"from\", \"'s\"",
-2.639057329615259)],
n = 24},
koData =
ClassData{prior = -1.6094379124341003, unseen = -3.044522437723423,
likelihoods =
HashMap.fromList
[("intersect", -1.6094379124341003),
("day", -1.0498221244986778),
("intersect by \",\", \"of\", \"from\", \"'s\"",
-1.6094379124341003)],
n = 6}}),
("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 = -1.0296194171811581,
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 = -0.4418327522790392,
unseen = -3.9318256327243257,
likelihoods =
HashMap.fromList
[("hour (grain)", -2.3025850929940455),
("quarter", -1.3470736479666092),
("minute (grain)", -2.8134107167600364),
("hour", -2.3025850929940455),
("quarter (grain)", -1.3470736479666092),
("minute", -2.8134107167600364)],
n = 18}}),
("at the beginning|end of <year>",
Classifier{okData =
ClassData{prior = -0.13353139262452263,
unseen = -2.890371757896165,
likelihoods =
HashMap.fromList
[("year (latent)", -1.2237754316221157),
("this|last|next <cycle>", -1.4469189829363254),
("year", -0.7537718023763802)],
n = 7},
koData =
ClassData{prior = -2.0794415416798357, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("this|last|next <cycle>", -0.916290731874155),
("year", -0.916290731874155)],
n = 1}}),
("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 = -0.12260232209233239,
unseen = -4.2626798770413155,
likelihoods = HashMap.fromList [("", 0.0)], n = 69},
koData =
ClassData{prior = -2.159484249353372, 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}}),
("upcoming <integer> <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -4.02535169073515,
likelihoods =
HashMap.fromList
[("week", -2.3978952727983707),
("integer (0..19)year (grain)", -2.908720896564361),
("integer (numeric)day (grain)", -2.908720896564361),
("integer (numeric)quarter (grain)", -2.908720896564361),
("integer (numeric)year (grain)", -2.908720896564361),
("day", -2.3978952727983707), ("quarter", -2.3978952727983707),
("year", -2.3978952727983707),
("integer (numeric)week (grain)", -2.908720896564361),
("integer (0..19)month (grain)", -2.908720896564361),
("month", -2.3978952727983707),
("integer (numeric)month (grain)", -2.908720896564361),
("integer (0..19)day (grain)", -2.908720896564361),
("integer (0..19)week (grain)", -2.908720896564361),
("integer (0..19)quarter (grain)", -2.908720896564361)],
n = 20},
koData =
ClassData{prior = -infinity, unseen = -2.772588722239781,
likelihoods = HashMap.fromList [], n = 0}}),
("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}}),
("<integer> upcoming <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -4.02535169073515,
likelihoods =
HashMap.fromList
[("week", -2.3978952727983707),
("integer (0..19)year (grain)", -2.908720896564361),
("integer (numeric)day (grain)", -2.908720896564361),
("integer (numeric)quarter (grain)", -2.908720896564361),
("integer (numeric)year (grain)", -2.908720896564361),
("day", -2.3978952727983707), ("quarter", -2.3978952727983707),
("year", -2.3978952727983707),
("integer (numeric)week (grain)", -2.908720896564361),
("integer (0..19)month (grain)", -2.908720896564361),
("month", -2.3978952727983707),
("integer (numeric)month (grain)", -2.908720896564361),
("integer (0..19)day (grain)", -2.908720896564361),
("integer (0..19)week (grain)", -2.908720896564361),
("integer (0..19)quarter (grain)", -2.908720896564361)],
n = 20},
koData =
ClassData{prior = -infinity, unseen = -2.772588722239781,
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 = -0.5108256237659907,
unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -0.916290731874155, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),
("ordinals (first..twentieth,thirtieth,...)",
Classifier{okData =
ClassData{prior = -3.390155167568134e-2,
unseen = -3.4339872044851463,
likelihoods = HashMap.fromList [("", 0.0)], n = 29},
koData =
ClassData{prior = -3.4011973816621555,
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}}),
("<duration> after|before|from|past <time>",
Classifier{okData =
ClassData{prior = -0.7691330875378672, unseen = -4.189654742026425,
likelihoods =
HashMap.fromList
[("a <unit-of-duration>now", -3.481240089335692),
("<integer> <unit-of-duration>hhhmm", -3.481240089335692),
("a <unit-of-duration>Christmas", -3.481240089335692),
("minuteminute", -3.481240089335692),
("dayday", -3.481240089335692),
("<integer> <unit-of-duration>today", -3.481240089335692),
("<integer> <unit-of-duration>time-of-day (latent)",
-2.382627800667582),
("minutehour", -1.7764919970972666),
("daysecond", -3.481240089335692),
("a <unit-of-duration>right now", -3.481240089335692),
("minutenograin", -3.481240089335692),
("<integer> <unit-of-duration>Christmas", -3.481240089335692),
("<integer> <unit-of-duration>Easter Sunday",
-3.481240089335692),
("secondnograin", -3.481240089335692),
("<integer> <unit-of-duration><time-of-day> am|pm",
-2.5649493574615367),
("yearday", -2.7880929087757464),
("<integer> <unit-of-duration>noon|midnight|EOD|end of day",
-3.481240089335692),
("daynograin", -3.481240089335692),
("<integer> <unit-of-duration>now", -3.0757749812275272)],
n = 19},
koData =
ClassData{prior = -0.6225296133459919, unseen = -4.276666119016055,
likelihoods =
HashMap.fromList
[("quarterhour", -1.318240897874875),
("dayhour", -3.56953269648137),
("<integer> <unit-of-duration>intersect", -3.56953269648137),
("<integer> <unit-of-duration><day-of-month> (ordinal)",
-3.56953269648137),
("a <unit-of-duration><time-of-day> am|pm", -2.065455299705096),
("a <unit-of-duration>time-of-day (latent)",
-2.065455299705096),
("dayday", -2.8763855159214247),
("<integer> <unit-of-duration>time-of-day (latent)",
-3.56953269648137),
("a <unit-of-duration>noon|midnight|EOD|end of day",
-3.164067588373206),
("<integer> <unit-of-duration><day-of-month> (ordinal or number) <named-month>",
-3.56953269648137)],
n = 22}}),
("quarter after|past <hour-of-day>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.1780538303479458,
likelihoods =
HashMap.fromList
[("noon|midnight|EOD|end of day", -2.03688192726104),
("time-of-day (latent)", -0.9382696385929302),
("hour", -0.7375989431307791)],
n = 10},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
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 = -0.561570822771226, unseen = -5.3706380281276624,
likelihoods =
HashMap.fromList
[("Wednesday<named-month> <day-of-month> (non ordinal)",
-4.672828834461907),
("dayhour", -4.267363726353742),
("daymonth", -2.0701391490175225),
("<named-month> <day-of-month> (non ordinal)Friday",
-4.672828834461907),
("Friday<named-month> <day-of-month> (non ordinal)",
-3.420065865966538),
("Wednesdayintersect", -4.672828834461907),
("from <datetime> - <datetime> (interval)July",
-3.2865344733420154),
("Black Fridaythis|last|next <cycle>", -4.672828834461907),
("<part-of-day> of <time>February", -4.672828834461907),
("Saturday<time-of-day> am|pm", -4.672828834461907),
("Martin Luther King's Daythis|last|next <cycle>",
-4.267363726353742),
("hourmonth", -4.672828834461907),
("Fridayintersect by \",\", \"of\", \"from\" for year",
-3.979681653901961),
("dayday", -2.421537035855411),
("the <day-of-month> (ordinal)February", -4.267363726353742),
("WednesdayOctober", -4.672828834461907),
("Wednesdaythis|last|next <cycle>", -4.267363726353742),
("intersect<named-month> <day-of-month> (non ordinal)",
-3.420065865966538),
("dayyear", -3.979681653901961),
("Saturday<named-month> <day-of-month> (non ordinal)",
-4.672828834461907),
("Thursdayhh:mm", -4.267363726353742),
("TuesdayOctober", -4.672828834461907),
("the <day-of-month> (ordinal)March", -3.5742165457937967),
("Mondaythis|last|next <cycle>", -3.979681653901961),
("Fridayintersect", -3.979681653901961),
("Thursday<datetime> - <datetime> (interval)",
-4.267363726353742),
("intersectOctober", -4.267363726353742),
("Thursday<time-of-day> - <time-of-day> (interval)",
-3.756538102587751),
("Tuesdaythis|last|next <cycle>", -4.672828834461907),
("Sunday<named-month> <day-of-month> (non ordinal)",
-4.672828834461907),
("dayminute", -2.8810693652338513),
("minuteday", -3.420065865966538),
("this|last|next <cycle>Sunday", -4.672828834461907),
("Sundaythis|last|next <cycle>", -4.672828834461907),
("on <day><time-of-day> am|pm", -4.672828834461907),
("intersectintersect", -4.672828834461907),
("weekday", -4.672828834461907),
("dayweek", -3.5742165457937967),
("Monday<named-month> <day-of-month> (non ordinal)",
-4.267363726353742),
("<datetime> - <datetime> (interval)July", -3.756538102587751),
("on <day><named-month> <day-of-month> (non ordinal)",
-3.979681653901961)],
n = 73},
koData =
ClassData{prior = -0.8446970786871463, unseen = -5.187385805840755,
likelihoods =
HashMap.fromList
[("week-endJuly", -4.48863636973214),
("week-endOctober", -3.7954891891721947),
("daymonth", -1.8144877203056111),
("TuesdaySeptember", -4.48863636973214),
("Wednesdayintersect", -4.48863636973214),
("from <datetime> - <datetime> (interval)July",
-3.39002408106403),
("from <time-of-day> - <time-of-day> (interval)July",
-4.48863636973214),
("hournograin", -4.083171261623976),
("from|since|after <time>July", -4.083171261623976),
("hourmonth", -2.5427262206768266),
("Fridaythis|last|next <cycle>", -4.48863636973214),
("SundayFebruary", -4.48863636973214),
("on <day>September", -3.7954891891721947),
("WednesdayOctober", -4.48863636973214),
("intersectnow", -4.083171261623976),
("week-endintersect", -4.48863636973214),
("dayyear", -4.48863636973214),
("FridayJuly", -3.572345637857985),
("FridaySeptember", -4.083171261623976),
("the <day-of-month> (ordinal)July", -3.572345637857985),
("WednesdayFebruary", -4.48863636973214),
("minutemonth", -2.984558972955866),
("SundayMarch", -4.48863636973214),
("MondayFebruary", -4.083171261623976),
("Fridayintersect", -4.48863636973214),
("intersectOctober", -4.48863636973214),
("dayminute", -4.48863636973214),
("SaturdaySeptember", -4.48863636973214),
("intersectSeptember", -3.1023420086122493),
("Tuesdaynow", -4.083171261623976),
("MondayMarch", -4.48863636973214),
("daynograin", -4.083171261623976),
("<integer> to|till|before <hour-of-day>July",
-4.48863636973214),
("Tuesdayintersect", -4.48863636973214),
("<time-of-day> - <time-of-day> (interval)July",
-4.48863636973214),
("<datetime> - <datetime> (interval)July", -4.48863636973214),
("Sundayintersect", -4.48863636973214)],
n = 55}}),
("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 = -3.295836866004329,
likelihoods = HashMap.fromList [("", 0.0)], n = 25},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<named-month>|<named-day> <day-of-month> (ordinal)",
Classifier{okData =
ClassData{prior = -0.1823215567939546,
unseen = -3.4339872044851463,
likelihoods =
HashMap.fromList
[("Octoberordinal (digits)", -2.0149030205422647),
("Thursdayordinal (digits)", -2.70805020110221),
("day", -2.3025850929940455),
("Augustordinal (digits)", -2.70805020110221),
("Marchordinals (first..twentieth,thirtieth,...)",
-2.3025850929940455),
("Tuesdayordinal (digits)", -2.70805020110221),
("Octoberordinals (first..twentieth,thirtieth,...)",
-2.70805020110221),
("month", -1.2039728043259361),
("Marchordinal (digits)", -2.70805020110221)],
n = 10},
koData =
ClassData{prior = -1.791759469228055, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("from|since|after <time>ordinal (digits)",
-1.9459101490553135),
("Augustordinal (digits)", -1.9459101490553135),
("month", -1.540445040947149)],
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 = -0.5947071077466928,
unseen = -2.9444389791664407,
likelihoods =
HashMap.fromList
[("ordinals (first..twentieth,thirtieth,...)",
-1.5040773967762742),
("ordinal (digits)", -0.25131442828090605)],
n = 16},
koData =
ClassData{prior = -0.8023464725249373, unseen = -2.772588722239781,
likelihoods =
HashMap.fromList
[("ordinals (first..twentieth,thirtieth,...)",
-0.6286086594223742),
("ordinal (digits)", -0.7621400520468967)],
n = 13}}),
("<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 = -2.70805020110221,
likelihoods = HashMap.fromList [("", 0.0)], n = 13},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<datetime> - <datetime> (interval) timezone",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("minuteminute", -0.8109302162163288),
("hh:mmhh:mm", -1.5040773967762742),
("hhhmmhhhmm", -1.0986122886681098)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
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}}),
("<day-of-month> (ordinal or number) of <month>",
Classifier{okData =
ClassData{prior = -0.5679840376059393, unseen = -3.784189633918261,
likelihoods =
HashMap.fromList
[("ordinal (digits)July", -3.068052935133617),
("ordinals (first..twentieth,thirtieth,...)March",
-1.9694406464655074),
("ordinal (digits)this|last|next <cycle>", -2.374905754573672),
("integer (numeric)this|last|next <cycle>", -2.662587827025453),
("ordinal (digits)February", -3.068052935133617),
("integer (numeric)February", -2.662587827025453),
("month", -0.8708283577973976),
("ordinal (digits)March", -2.662587827025453),
("integer (numeric)July", -3.068052935133617)],
n = 17},
koData =
ClassData{prior = -0.8362480242006186, unseen = -3.58351893845611,
likelihoods =
HashMap.fromList
[("ordinal (digits)July", -1.6094379124341003),
("ordinal (digits)February", -2.8622008809294686),
("month", -0.916290731874155),
("integer (numeric)July", -1.6094379124341003)],
n = 13}}),
("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}}),
("the <ordinal> closest <day> to <time>",
Classifier{okData =
ClassData{prior = -0.2876820724517809,
unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("ordinals (first..twentieth,thirtieth,...)Monday<named-month>|<named-day> <day-of-month> (ordinal)",
-1.791759469228055),
("ordinals (first..twentieth,thirtieth,...)Christmastoday",
-1.791759469228055),
("dayday", -1.0986122886681098),
("ordinal (digits)Christmastoday", -1.791759469228055)],
n = 3},
koData =
ClassData{prior = -1.3862943611198906,
unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("daymonth", -1.3862943611198906),
("ordinals (first..twentieth,thirtieth,...)MondayOctober",
-1.3862943611198906)],
n = 1}}),
("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 = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("this|last|next <cycle>", -0.8109302162163288),
("year", -1.5040773967762742), ("month", -1.0986122886681098)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
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 = -1.0296194171811581, unseen = -4.74493212836325,
likelihoods =
HashMap.fromList
[("intersecthh:mm", -3.6375861597263857),
("from|since|after <time>hh:mm", -3.126760535960395),
("minuteminute", -1.55814461804655),
("<time> timezone<time> timezone", -3.349904087274605),
("the <day-of-month> (ordinal)the <day-of-month> (ordinal)",
-3.6375861597263857),
("hh:mmhh:mm", -2.538973871058276),
("dayday", -2.538973871058276),
("hhhmmhhhmm", -3.126760535960395),
("hourhour", -3.6375861597263857),
("<named-month> <day-of-month> (non ordinal)<named-month> <day-of-month> (non ordinal)",
-3.6375861597263857),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-3.6375861597263857),
("<time-of-day> am|pmhh:mm:ss", -4.04305126783455),
("hoursecond", -3.6375861597263857),
("<time-of-day> am|pm<time-of-day> am|pm", -3.349904087274605),
("from|since|after <time>the <day-of-month> (ordinal)",
-3.126760535960395)],
n = 35},
koData =
ClassData{prior = -0.4418327522790392, unseen = -5.14166355650266,
likelihoods =
HashMap.fromList
[("hhhmm<time> timezone", -4.037186148382152),
("<time> timezonehhhmm", -4.037186148382152),
("hourday", -3.3440389678222067),
("<named-month> <day-of-month> (non ordinal)July",
-4.442651256490317),
("dayhour", -4.442651256490317),
("daymonth", -3.5263605246161616),
("from|since|after <time><day-of-month> (ordinal or number) of <month>",
-3.5263605246161616),
("<time-of-day> am|pmintersect", -4.442651256490317),
("MondayOctober", -4.037186148382152),
("from|since|after <time>hh:mm", -4.442651256490317),
("hh:mm<time-of-day> am|pm", -3.3440389678222067),
("hhhmmintersect", -4.442651256490317),
("minuteminute", -2.000304221121112),
("from|since|after <time><time-of-day> am|pm",
-3.7495040759303713),
("hh:mmhh:mm", -3.7495040759303713),
("dayday", -2.000304221121112),
("from|since|after <time><day-of-month> (ordinal or number) <named-month>",
-3.5263605246161616),
("hhhmmhhhmm", -4.037186148382152),
("hourhour", -3.5263605246161616),
("hourminute", -4.442651256490317),
("minutehour", -3.5263605246161616),
("<time> timezonehh:mm", -4.442651256490317),
("hh:mm<time> timezone", -4.442651256490317),
("the <day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-4.442651256490317),
("hh:mmintersect", -3.5263605246161616),
("<named-month> <day-of-month> (non ordinal)August",
-4.442651256490317),
("Christmastoday", -3.7495040759303713),
("about|exactly <time-of-day><time-of-day> am|pm",
-4.442651256490317),
("from|since|after <time>intersect", -2.9385738597140425),
("from|since|after <time>intersect by \",\", \"of\", \"from\", \"'s\"",
-3.5263605246161616),
("Monday<named-month>|<named-day> <day-of-month> (ordinal)",
-4.037186148382152),
("<time-of-day> am|pmhh:mm", -4.442651256490317),
("the <day-of-month> (ordinal)<day-of-month> (ordinal or number) <named-month>",
-4.442651256490317),
("from|since|after <time>the <day-of-month> (ordinal)",
-4.442651256490317),
("Monday<named-month> <day-of-month> (non ordinal)",
-4.442651256490317),
("the <day-of-month> (ordinal)intersect", -4.037186148382152)],
n = 63}}),
("Tuesday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.772588722239781,
likelihoods = HashMap.fromList [("", 0.0)], n = 14},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("New Year's Day",
Classifier{okData =
ClassData{prior = -1.8718021769015913,
unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -0.1670540846631662,
unseen = -2.5649493574615367,
likelihoods = HashMap.fromList [("", 0.0)], n = 11}}),
("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 = -1.116469906068116, unseen = -4.672828834461907,
likelihoods =
HashMap.fromList
[("from|since|after <time>hh:mm", -3.054001181677967),
("hh:mmtime-of-day (latent)", -3.2771447329921766),
("minuteminute", -1.667706820558076),
("<time> timezone<time> timezone", -3.2771447329921766),
("from|since|after <time><time-of-day> am|pm",
-3.970291913552122),
("hh:mmhh:mm", -2.466214516775848),
("<time-of-day> am|pmtime-of-day (latent)",
-3.2771447329921766),
("hhhmmhhhmm", -3.054001181677967),
("hourhour", -2.466214516775848),
("minutehour", -2.466214516775848),
("<time-of-day> am|pmhh:mm:ss", -3.970291913552122),
("hhhmmtime-of-day (latent)", -3.2771447329921766),
("hoursecond", -3.5648268054439574),
("from|since|after <time>time-of-day (latent)",
-3.2771447329921766),
("<time-of-day> am|pm<time-of-day> am|pm", -3.054001181677967)],
n = 37},
koData =
ClassData{prior = -0.3966544784260094, unseen = -5.220355825078324,
likelihoods =
HashMap.fromList
[("hhhmm<time> timezone", -4.116323468940876),
("<time> timezonehhhmm", -4.116323468940876),
("about|exactly <time-of-day>time-of-day (latent)",
-4.5217885770490405),
("until <time>time-of-day (latent)", -3.2690256085536724),
("from|since|after <time>hh:mm", -4.5217885770490405),
("hh:mmtime-of-day (latent)", -2.5068855565067754),
("hh:mm<time-of-day> am|pm", -3.2690256085536724),
("minuteminute", -2.4423470353692043),
("from|since|after <time><time-of-day> am|pm",
-3.6054978451748854),
("hh:mmhh:mm", -3.828641396489095),
("<time-of-day> am|pmtime-of-day (latent)", -4.116323468940876),
("hhhmmhhhmm", -4.116323468940876),
("hourhour", -2.03688192726104),
("from|since|after <time><integer> to|till|before <hour-of-day>",
-3.828641396489095),
("hourminute", -3.4231762883809305),
("minutehour", -1.6885752329928243),
("<time> timezonehh:mm", -4.5217885770490405),
("hh:mm<time> timezone", -4.5217885770490405),
("hhhmmtime-of-day (latent)", -3.828641396489095),
("until <time><time-of-day> am|pm", -4.116323468940876),
("about|exactly <time-of-day><time-of-day> am|pm",
-4.5217885770490405),
("<time-of-day> am|pmhh:mm", -4.5217885770490405),
("<part-of-day> at <time-of-day>time-of-day (latent)",
-3.828641396489095),
("from|since|after <time>time-of-day (latent)",
-3.0177111802727663),
("at <time-of-day>time-of-day (latent)", -3.828641396489095),
("<time> timezonetime-of-day (latent)", -3.828641396489095),
("<integer> to|till|before <hour-of-day><time-of-day> am|pm",
-4.5217885770490405),
("<integer> to|till|before <hour-of-day>time-of-day (latent)",
-3.828641396489095)],
n = 76}}),
("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}}),
("Ugadi",
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}}),
("<named-month> <day-of-month> (non ordinal)",
Classifier{okData =
ClassData{prior = -0.3646431135879093, unseen = -4.0943445622221,
likelihoods =
HashMap.fromList
[("Augustinteger (numeric)", -2.691243082785829),
("Marchinteger (numeric)", -2.9789251552376097),
("Aprilinteger (numeric)", -3.3843902633457743),
("month", -0.8194409058842375),
("Februaryinteger (numeric)", -2.1316272948504063),
("Septemberinteger (numeric)", -2.691243082785829),
("Octoberinteger (numeric)", -2.691243082785829),
("Julyinteger (numeric)", -1.9980959022258835)],
n = 25},
koData =
ClassData{prior = -1.1856236656577395,
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 = -4.143134726391533,
likelihoods = HashMap.fromList [("", 0.0)], n = 61},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("quarter (grain)",
Classifier{okData =
ClassData{prior = -0.4700036292457356,
unseen = -3.0910424533583156,
likelihoods = HashMap.fromList [("", 0.0)], n = 20},
koData =
ClassData{prior = -0.9808292530117262, unseen = -2.639057329615259,
likelihoods = HashMap.fromList [("", 0.0)], n = 12}}),
("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 = -3.6888794541139363,
likelihoods = HashMap.fromList [("", 0.0)], n = 38},
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 = -0.6931471805599453,
unseen = -2.9444389791664407,
likelihoods =
HashMap.fromList
[("minuteminute", -1.791759469228055),
("hh:mmhh:mm", -2.1972245773362196),
("<time-of-day> am|pmtime-of-day (latent)",
-2.1972245773362196),
("hhhmmhhhmm", -2.1972245773362196),
("minutehour", -1.791759469228055),
("<time-of-day> am|pm<time-of-day> am|pm",
-2.1972245773362196)],
n = 4},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -2.9444389791664407,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -2.1972245773362196),
("hhhmmintersect", -2.1972245773362196),
("minuteminute", -1.791759469228055),
("minutehour", -1.791759469228055),
("hh:mmintersect", -2.1972245773362196),
("hhhmmtime-of-day (latent)", -2.1972245773362196)],
n = 4}}),
("<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 = -7.410797215372185e-2,
unseen = -3.5263605246161616,
likelihoods =
HashMap.fromList
[("Black Fridaythis|last|next <cycle>", -2.803360380906535),
("Martin Luther King's Daythis|last|next <cycle>",
-2.3978952727983707),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-2.1102132003465894),
("dayyear", -0.8574502318512216),
("intersectyear (latent)", -2.1102132003465894),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-1.8870696490323797)],
n = 13},
koData =
ClassData{prior = -2.639057329615259, unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("Fridaythis|last|next <cycle>", -1.5040773967762742),
("dayyear", -1.5040773967762742)],
n = 1}}),
("part of days",
Classifier{okData =
ClassData{prior = -4.1672696400568074e-2,
unseen = -3.891820298110627,
likelihoods = HashMap.fromList [("", 0.0)], n = 47},
koData =
ClassData{prior = -3.1986731175506815,
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 = -2.1972245773362196,
likelihoods = HashMap.fromList [("", 0.0)], n = 7},
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}}),
("Mid-day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("dd-dd <month> (interval)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.1354942159291497,
likelihoods =
HashMap.fromList
[("integer (numeric)integer (numeric)September",
-1.9924301646902063),
("ordinal (digits)ordinal (digits)July", -1.9924301646902063),
("ordinal (digits)ordinal (digits)October",
-2.3978952727983707),
("integer (numeric)integer (numeric)July", -1.9924301646902063),
("month", -0.8938178760220964),
("ordinal (digits)ordinal (digits)August",
-2.3978952727983707)],
n = 8},
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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