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213f94dda7
duckling/Duckling/Ranking/Classifiers/EN.hs
Julien Odent 213f94dda7 Time: don't parse 'this (past )?one' 
Summary:
'one' is a latent time of day.
Restricting a couple of rules to accept non-latent time tokens.

Reviewed By: blandinw

Differential Revision: D5293972

fbshipit-source-id: 07cdb9b
2017-06-21 15:04:27 -07:00

2139 lines
130 KiB
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 (classifiers) where
import Prelude
import Duckling.Ranking.Types
import qualified Data.HashMap.Strict as HashMap
import Data.String
classifiers :: Classifiers
classifiers
= HashMap.fromList
[("<integer> to|till|before <hour-of-day>",
Classifier{okData =
ClassData{prior = -1.791759469228055, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("integer (numeric)noon|midnight|EOD|end of day",
-0.916290731874155),
("hour", -0.916290731874155)],
n = 1},
koData =
ClassData{prior = -0.1823215567939546, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("hour", -0.7731898882334817),
("integer (numeric)time-of-day (latent)", -0.7731898882334817)],
n = 5}}),
("<time> timezone",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("at <time-of-day>", -1.7047480922384253),
("<time-of-day> am|pm", -1.7047480922384253),
("hh:mm", -1.7047480922384253), ("hour", -1.2992829841302609),
("minute", -1.7047480922384253)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("Thursday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.995732273553991,
likelihoods = HashMap.fromList [("", 0.0)], n = 18},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.8463513387831728, unseen = -5.030437921392435,
likelihoods = HashMap.fromList [("", 0.0)], n = 151},
koData =
ClassData{prior = -0.5603262675390213, unseen = -5.313205979041787,
likelihoods = HashMap.fromList [("", 0.0)], n = 201}}),
("<duration> hence|ago",
Classifier{okData =
ClassData{prior = 0.0, 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 = -infinity, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [], n = 0}}),
("noon|midnight|EOD|end of day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("quarter to|till|before <hour-of-day>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("noon|midnight|EOD|end of day", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Father's Day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<cycle> after|before <time>",
Classifier{okData =
ClassData{prior = -0.5596157879354228, unseen = -2.772588722239781,
likelihoods =
HashMap.fromList
[("day (grain)tomorrow", -1.6094379124341003),
("dayday", -1.0986122886681098),
("day (grain)yesterday", -1.6094379124341003)],
n = 4},
koData =
ClassData{prior = -0.8472978603872037, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("dayhour", -1.466337068793427),
("year (grain)Christmas", -1.8718021769015913),
("day (grain)intersect", -1.466337068793427),
("yearday", -1.8718021769015913)],
n = 3}}),
("Martin Luther King's Day",
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}}),
("integer (20..90)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("integer after|past <hour-of-day>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("hour", -0.8109302162163288),
("integer (numeric)time-of-day (latent)", -1.0986122886681098),
("integer (20..90)time-of-day (latent)", -1.5040773967762742)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("<day-of-month> (ordinal or number) <named-month>",
Classifier{okData =
ClassData{prior = -0.916290731874155, unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("ordinal (digits)February", -1.6094379124341003),
("integer (numeric)April", -1.6094379124341003),
("month", -1.2039728043259361)],
n = 2},
koData =
ClassData{prior = -0.5108256237659907,
unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("integer (numeric)August", -1.791759469228055),
("ordinal (digits)April", -1.791759469228055),
("month", -1.0986122886681098),
("integer (numeric)July", -1.791759469228055)],
n = 3}}),
("<time> <part-of-day>",
Classifier{okData =
ClassData{prior = -9.844007281325252e-2,
unseen = -4.430816798843313,
likelihoods =
HashMap.fromList
[("<day-of-month> (ordinal)in|during the <part-of-day>",
-3.7256934272366524),
("dayhour", -1.5284688499004333),
("Mondayearly morning", -3.3202283191284883),
("time-of-day (latent)tonight", -3.3202283191284883),
("hourhour", -2.339399066116762),
("<time-of-day> o'clockin|during the <part-of-day>",
-3.7256934272366524),
("todaypart of days", -3.7256934272366524),
("minutehour", -2.627081138568543),
("at <time-of-day>in|during the <part-of-day>",
-3.3202283191284883),
("time-of-day (latent)this <part-of-day>", -3.7256934272366524),
("Mondayin|during the <part-of-day>", -3.7256934272366524),
("intersectpart of days", -3.7256934272366524),
("intersectin|during the <part-of-day>", -3.7256934272366524),
("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
-3.7256934272366524),
("the <day-of-month> (ordinal)in|during the <part-of-day>",
-3.7256934272366524),
("tomorrowpart of days", -2.339399066116762),
("hh:mmin|during the <part-of-day>", -3.0325462466767075),
("time-of-day (latent)in|during the <part-of-day>",
-3.7256934272366524),
("hhmm (latent)in|during the <part-of-day>",
-3.7256934272366524),
("yesterdaypart of days", -3.7256934272366524),
("Mondaypart of days", -3.7256934272366524)],
n = 29},
koData =
ClassData{prior = -2.367123614131617, unseen = -3.4657359027997265,
likelihoods =
HashMap.fromList
[("yearhour", -2.740840023925201),
("monthhour", -2.740840023925201),
("hourhour", -2.740840023925201),
("past year (latent)in|during the <part-of-day>",
-2.740840023925201),
("Februaryin|during the <part-of-day>", -2.740840023925201),
("time-of-day (latent)in|during the <part-of-day>",
-2.740840023925201)],
n = 3}}),
("today",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("mm/dd",
Classifier{okData =
ClassData{prior = -1.4469189829363254, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -0.2682639865946794, unseen = -2.70805020110221,
likelihoods = HashMap.fromList [("", 0.0)], n = 13}}),
("at <time-of-day>",
Classifier{okData =
ClassData{prior = -0.10919929196499197,
unseen = -4.7535901911063645,
likelihoods =
HashMap.fromList
[("noon|midnight|EOD|end of day", -3.6463198396951406),
("integer after|past <hour-of-day>", -3.6463198396951406),
("half after|past <hour-of-day>", -4.051784947803305),
("time-of-day (latent)", -1.8004931491968097),
("hhmm (latent)", -3.3586377672433594),
("<time-of-day> am|pm", -1.749199854809259),
("hh:mm", -3.1354942159291497),
("about|exactly <time-of-day>", -3.6463198396951406),
("hour", -1.16141318990714),
("<time-of-day> sharp|exactly", -4.051784947803305),
("minute", -1.8545603704670852)],
n = 52},
koData =
ClassData{prior = -2.268683541318364, unseen = -3.1780538303479458,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -1.1895840668738362),
("hour", -1.1895840668738362)],
n = 6}}),
("absorption of , after named day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.332204510175204,
likelihoods =
HashMap.fromList
[("on <date>", -2.1972245773362196),
("Wednesday", -2.6026896854443837),
("Saturday", -2.6026896854443837),
("Monday", -2.1972245773362196),
("Friday", -1.9095425048844386), ("day", -0.8979415932059586),
("Sunday", -2.6026896854443837)],
n = 10},
koData =
ClassData{prior = -infinity, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [], n = 0}}),
("September",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("tonight",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("the ides of <named-month>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("March", -0.6931471805599453), ("month", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("on <date>",
Classifier{okData =
ClassData{prior = -0.1670540846631662, unseen = -4.007333185232471,
likelihoods =
HashMap.fromList
[("Thursday", -1.791759469228055), ("mm/dd", -3.295836866004329),
("absorption of , after named day", -2.890371757896165),
("intersect", -2.890371757896165),
("Saturday", -2.6026896854443837),
("Friday", -3.295836866004329), ("day", -0.8979415932059586),
("the <day-of-month> (ordinal)", -2.890371757896165),
("intersect by \",\", \"of\", \"from\", \"'s\"",
-2.6026896854443837),
("hour", -3.295836866004329)],
n = 22},
koData =
ClassData{prior = -1.8718021769015913,
unseen = -2.9444389791664407,
likelihoods =
HashMap.fromList
[("intersect", -1.791759469228055), ("day", -1.2809338454620642),
("intersect by \",\", \"of\", \"from\", \"'s\"",
-1.791759469228055)],
n = 4}}),
("integer (0..19)",
Classifier{okData =
ClassData{prior = -2.7398974188114388e-2,
unseen = -3.6375861597263857,
likelihoods = HashMap.fromList [("", 0.0)], n = 36},
koData =
ClassData{prior = -3.6109179126442243,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("between <time-of-day> and <time-of-day> (interval)",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("minuteminute", -0.916290731874155),
("hh:mmhh:mm", -0.916290731874155)],
n = 3},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -0.916290731874155),
("minutehour", -0.916290731874155)],
n = 3}}),
("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}}),
("October",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.5649493574615367,
likelihoods = HashMap.fromList [("", 0.0)], n = 11},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("month (grain)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3978952727983707,
likelihoods = HashMap.fromList [("", 0.0)], n = 9},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<integer> more <unit-of-duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("integer (numeric)minute (grain)", -0.6931471805599453),
("minute", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("<time-of-day> o'clock",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("in|within|after <duration>",
Classifier{okData =
ClassData{prior = -5.129329438755058e-2,
unseen = -4.532599493153256,
likelihoods =
HashMap.fromList
[("week", -3.1354942159291497),
("<integer> more <unit-of-duration>", -3.828641396489095),
("three-quarters of an hour", -2.91235066461494),
("<integer> + '\"", -3.1354942159291497),
("number.number hours", -3.828641396489095),
("second", -3.4231762883809305), ("day", -3.1354942159291497),
("half an hour", -2.91235066461494),
("<integer> <unit-of-duration>", -1.749199854809259),
("a <unit-of-duration>", -2.91235066461494),
("quarter of an hour", -2.91235066461494),
("hour", -2.4423470353692043),
("about|exactly <duration>", -3.828641396489095),
("<integer> and an half hour", -3.828641396489095),
("minute", -1.3437347467010947)],
n = 38},
koData =
ClassData{prior = -2.995732273553991, unseen = -3.044522437723423,
likelihoods =
HashMap.fromList
[("quarter", -1.8971199848858813),
("<integer> <unit-of-duration>", -2.3025850929940455),
("a <unit-of-duration>", -2.3025850929940455)],
n = 2}}),
("three-quarters of an hour",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Wednesday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3025850929940455,
likelihoods = HashMap.fromList [("", 0.0)], n = 8},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("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 = -1.6094379124341003,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("half <integer> (UK style hour-of-day)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("July",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.5649493574615367,
likelihoods = HashMap.fromList [("", 0.0)], n = 11},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("hour (grain)",
Classifier{okData =
ClassData{prior = -0.8209805520698302,
unseen = -2.5649493574615367,
likelihoods = HashMap.fromList [("", 0.0)], n = 11},
koData =
ClassData{prior = -0.579818495252942, unseen = -2.772588722239781,
likelihoods = HashMap.fromList [("", 0.0)], n = 14}}),
("<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}}),
("one twenty two",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods =
HashMap.fromList [("integer (numeric)integer (numeric)", 0.0)],
n = 1}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.44313061099463913,
unseen = -6.1092475827643655,
likelihoods =
HashMap.fromList
[("<datetime> - <datetime> (interval)on <date>",
-4.497584975308154),
("<time-of-day> - <time-of-day> (interval)on <date>",
-4.497584975308154),
("hourday", -3.709127614943884),
("dayhour", -3.162583908575814),
("daymonth", -5.413875707182309),
("monthday", -5.0084105990741445),
("monthyear", -3.8044377947482086),
("Tuesdaythe <day-of-month> (ordinal)", -5.413875707182309),
("Christmasyear", -5.413875707182309),
("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-5.413875707182309),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-4.720728526622364),
("<time-of-day> am|pmintersect", -4.161112738686941),
("intersect by \",\", \"of\", \"from\", \"'s\"year",
-5.413875707182309),
("Marchyear", -5.413875707182309),
("<named-month>|<named-day> <day-of-month> (ordinal)year",
-5.0084105990741445),
("intersect<time-of-day> am|pm", -5.413875707182309),
("Thursdayhh(:mm) - <time-of-day> am|pm", -5.413875707182309),
("monthhour", -5.0084105990741445),
("last <day-of-week> of <time>year", -5.413875707182309),
("todayat <time-of-day>", -5.413875707182309),
("Thursday<time> timezone", -5.0084105990741445),
("this <time>hh(:mm) - <time-of-day> am|pm",
-5.413875707182309),
("dayday", -3.398972686640044),
("Thanksgiving Dayyear", -5.0084105990741445),
("<time> <part-of-day>at <time-of-day>", -5.413875707182309),
("Tuesdayin <named-month>", -5.413875707182309),
("mm/ddat <time-of-day>", -5.413875707182309),
("tonightat <time-of-day>", -5.413875707182309),
("<time-of-day> am|pmabsorption of , after named day",
-4.720728526622364),
("today<time-of-day> am|pm", -5.413875707182309),
("Februarythe <day-of-month> (ordinal)", -5.0084105990741445),
("at <time-of-day><time> <part-of-day>", -5.413875707182309),
("mm/dd<time-of-day> am|pm", -5.413875707182309),
("hourhour", -4.161112738686941),
("<time-of-day> am|pmon <date>", -3.398972686640044),
("Wednesdaythis|last|next <cycle>", -5.413875707182309),
("intersect<named-month> <day-of-month> (non ordinal)",
-3.909798310406035),
("dayyear", -3.2166511298460896),
("<time-of-day> o'clockin|during the <part-of-day>",
-5.413875707182309),
("<time-of-day> am|pmtomorrow", -4.720728526622364),
("minutehour", -4.497584975308154),
("Mother's Dayyear", -5.413875707182309),
("at <time-of-day>in|during the <part-of-day>",
-5.0084105990741445),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-3.709127614943884),
("tomorrow<time-of-day> sharp|exactly", -5.413875707182309),
("Thursdayfrom <datetime> - <datetime> (interval)",
-4.497584975308154),
("on <date><named-month> <day-of-month> (non ordinal)",
-5.0084105990741445),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-4.497584975308154),
("Mondayin|during the <part-of-day>", -5.413875707182309),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-5.0084105990741445),
("intersectin|during the <part-of-day>", -5.413875707182309),
("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
-5.413875707182309),
("from <time-of-day> - <time-of-day> (interval)on <date>",
-4.720728526622364),
("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
-4.497584975308154),
("at <time-of-day>intersect", -5.0084105990741445),
("<time-of-day> - <time-of-day> (interval)tomorrow",
-5.413875707182309),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.413875707182309),
("dayminute", -3.1112906141882632),
("from <datetime> - <datetime> (interval)on <date>",
-5.0084105990741445),
("<datetime> - <datetime> (interval)tomorrow",
-5.413875707182309),
("absorption of , after named dayintersect by \",\", \"of\", \"from\", \"'s\"",
-5.0084105990741445),
("<ordinal> <cycle> of <time>year", -5.413875707182309),
("minuteday", -2.0126783255201537),
("absorption of , after named dayintersect",
-5.413875707182309),
("Octoberyear", -4.161112738686941),
("the <day-of-month> (ordinal)in|during the <part-of-day>",
-5.413875707182309),
("at <time-of-day>absorption of , after named day",
-5.413875707182309),
("<day-of-month> (ordinal or number) <named-month>year",
-5.413875707182309),
("year<time-of-day> am|pm", -5.413875707182309),
("Septemberyear", -5.0084105990741445),
("at <time-of-day>on <date>", -4.315263418514199),
("between <time-of-day> and <time-of-day> (interval)on <date>",
-4.720728526622364),
("Halloweenyear", -5.413875707182309),
("dayweek", -5.413875707182309),
("weekyear", -5.0084105990741445),
("hh:mmin|during the <part-of-day>", -4.720728526622364),
("Father's Dayyear", -5.413875707182309),
("<cycle> after|before <time><time-of-day> am|pm",
-5.0084105990741445),
("February<time> <part-of-day>", -5.413875707182309),
("Martin Luther King's Dayyear", -5.0084105990741445),
("tomorrowat <time-of-day>", -4.720728526622364),
("between <time> and <time>on <date>", -4.720728526622364),
("at <time-of-day>tomorrow", -5.0084105990741445),
("tomorrow<time-of-day> am|pm", -5.413875707182309),
("in|during the <part-of-day>at <time-of-day>",
-5.413875707182309),
("Labor Dayyear", -5.413875707182309),
("Februaryintersect", -5.413875707182309),
("last <cycle> of <time>year", -4.720728526622364),
("<named-month> <day-of-month> (non ordinal)year",
-5.413875707182309),
("yearminute", -5.413875707182309)],
n = 165},
koData =
ClassData{prior = -1.0272875078461794, unseen = -5.717027701406222,
likelihoods =
HashMap.fromList
[("in <named-month>year", -5.020585624949423),
("<time-of-day> - <time-of-day> (interval)on <date>",
-5.020585624949423),
("hourday", -5.020585624949423),
("<named-month> <day-of-month> (non ordinal)July",
-5.020585624949423),
("dayhour", -3.228826155721369),
("daymonth", -3.005682604407159),
("monthday", -4.61512051684126),
("monthyear", -4.61512051684126),
("intersecthh:mm", -5.020585624949423),
("until <time-of-day><time-of-day> am|pm", -5.020585624949423),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-4.327438444389479),
("<time-of-day> am|pmintersect", -3.767822656454056),
("intersect by \",\", \"of\", \"from\", \"'s\"year",
-4.327438444389479),
("Tuesdayafter <time-of-day>", -5.020585624949423),
("July<day-of-month> (ordinal or number) <named-month>",
-5.020585624949423),
("absorption of , after named dayJuly", -4.61512051684126),
("monthhour", -4.61512051684126),
("todayat <time-of-day>", -5.020585624949423),
("dayday", -5.020585624949423),
("mm/ddat <time-of-day>", -4.61512051684126),
("<time-of-day> am|pmon <date>", -3.767822656454056),
("dayyear", -4.104294893075269),
("Thursdayat <time-of-day>", -5.020585624949423),
("August<time-of-day> am|pm", -5.020585624949423),
("monthminute", -5.020585624949423),
("<time-of-day> am|pmtomorrow", -5.020585624949423),
("Thursdayhh:mm", -5.020585624949423),
("August<day-of-month> (ordinal or number) <named-month>",
-5.020585624949423),
("minutemonth", -3.5165082281731497),
("Thursdayfrom <datetime> - <datetime> (interval)",
-4.61512051684126),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-4.61512051684126),
("Aprilyear", -5.020585624949423),
("mm/dd<time-of-day> - <time-of-day> (interval)",
-4.61512051684126),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-5.020585624949423),
("yesterday<time-of-day> am|pm", -5.020585624949423),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-4.104294893075269),
("<named-month> <day-of-month> (non ordinal)August",
-5.020585624949423),
("until <time-of-day>on <date>", -4.327438444389479),
("at <time-of-day>intersect", -4.61512051684126),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.020585624949423),
("dayminute", -3.0746754758941104),
("intersectSeptember", -3.5165082281731497),
("absorption of , after named dayintersect by \",\", \"of\", \"from\", \"'s\"",
-5.020585624949423),
("minuteday", -2.217225244042889),
("absorption of , after named dayintersect",
-5.020585624949423),
("Februaryin|during the <part-of-day>", -5.020585624949423),
("yearhh:mm", -5.020585624949423),
("hh:mmon <date>", -3.5165082281731497),
("absorption of , after named daySeptember",
-4.104294893075269),
("on <date>September", -4.61512051684126),
("at <time-of-day>on <date>", -4.61512051684126),
("absorption of , after named dayFebruary", -4.104294893075269),
("July<integer> to|till|before <hour-of-day>",
-5.020585624949423),
("tomorrowat <time-of-day>", -5.020585624949423),
("tomorrow<time-of-day> am|pm", -5.020585624949423),
("after <time-of-day><time-of-day> am|pm", -5.020585624949423),
("after <time-of-day>year", -5.020585624949423),
("yearminute", -5.020585624949423)],
n = 92}}),
("after lunch/work/school",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("early morning",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("in <number> (implicit minutes)",
Classifier{okData =
ClassData{prior = -1.3217558399823195,
unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("integer (numeric)", -0.2231435513142097),
("integer (0..19)", -1.6094379124341003)],
n = 8},
koData =
ClassData{prior = -0.3101549283038396,
unseen = -3.2188758248682006,
likelihoods =
HashMap.fromList
[("integer (numeric)", -0.3448404862917295),
("integer (0..19)", -1.2321436812926323)],
n = 22}}),
("<ordinal> <cycle> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.772588722239781,
likelihoods =
HashMap.fromList
[("daymonth", -2.0149030205422647),
("quarteryear", -2.0149030205422647),
("ordinals (first..twentieth,thirtieth,...)day (grain)October",
-2.0149030205422647),
("ordinals (first..twentieth,thirtieth,...)week (grain)intersect",
-2.0149030205422647),
("weekmonth", -1.6094379124341003),
("ordinal (digits)quarter (grain)year", -2.0149030205422647),
("ordinals (first..twentieth,thirtieth,...)week (grain)October",
-2.0149030205422647)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [], n = 0}}),
("year (grain)",
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}}),
("from <datetime> - <datetime> (interval)",
Classifier{okData =
ClassData{prior = -0.8472978603872037,
unseen = -3.1354942159291497,
likelihoods =
HashMap.fromList
[("minuteminute", -1.4816045409242156),
("hh:mmhh:mm", -1.4816045409242156),
("<time-of-day> am|pmtime-of-day (latent)",
-2.3978952727983707),
("hourhour", -1.9924301646902063),
("<time-of-day> am|pm<time-of-day> am|pm",
-2.3978952727983707)],
n = 6},
koData =
ClassData{prior = -0.5596157879354228, unseen = -3.295836866004329,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -1.6486586255873816),
("minuteminute", -2.159484249353372),
("time-of-day (latent)time-of-day (latent)",
-2.5649493574615367),
("hourhour", -2.159484249353372),
("minutehour", -1.6486586255873816),
("hh:mmintersect", -2.159484249353372),
("time-of-day (latent)<time-of-day> am|pm",
-2.5649493574615367)],
n = 8}}),
("Saturday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("the <cycle> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.890371757896165,
likelihoods =
HashMap.fromList
[("week (grain)<named-month>|<named-day> <day-of-month> (ordinal)",
-1.7346010553881064),
("weekmonth", -1.7346010553881064),
("week (grain)October", -1.7346010553881064),
("week (grain)<named-month> <day-of-month> (non ordinal)",
-1.7346010553881064),
("weekday", -1.2237754316221157)],
n = 6},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("number.number hours",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("from <time-of-day> - <time-of-day> (interval)",
Classifier{okData =
ClassData{prior = -0.6359887667199967,
unseen = -3.4339872044851463,
likelihoods =
HashMap.fromList
[("minuteminute", -1.6094379124341003),
("hh:mmhh:mm", -1.6094379124341003),
("<time-of-day> am|pmtime-of-day (latent)", -2.70805020110221),
("hourhour", -2.3025850929940455),
("hourminute", -2.3025850929940455),
("time-of-day (latent)<time-of-day> sharp|exactly",
-2.70805020110221),
("time-of-day (latent)hh:mm", -2.70805020110221),
("<time-of-day> am|pm<time-of-day> am|pm", -2.70805020110221)],
n = 9},
koData =
ClassData{prior = -0.7537718023763802, unseen = -3.367295829986474,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -1.540445040947149),
("time-of-day (latent)time-of-day (latent)",
-2.2335922215070942),
("hourhour", -1.9459101490553135),
("minutehour", -1.540445040947149),
("time-of-day (latent)<time-of-day> am|pm",
-2.639057329615259)],
n = 8}}),
("integer 21..99",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods =
HashMap.fromList [("integer (numeric)integer (numeric)", 0.0)],
n = 2}}),
("last|next n <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -4.430816798843313,
likelihoods =
HashMap.fromList
[("week", -2.627081138568543),
("integer (0..19)year (grain)", -3.3202283191284883),
("integer (numeric)day (grain)", -3.0325462466767075),
("integer (0..19)second (grain) ", -3.3202283191284883),
("integer (0..19)hour (grain)", -3.3202283191284883),
("second", -2.8094026953624978),
("integer (numeric)second (grain) ", -3.3202283191284883),
("integer (numeric)year (grain)", -3.3202283191284883),
("day", -2.472930458741285), ("year", -2.8094026953624978),
("integer (numeric)week (grain)", -3.0325462466767075),
("integer (0..19)month (grain)", -3.3202283191284883),
("hour", -2.8094026953624978), ("month", -2.8094026953624978),
("integer (numeric)minute (grain)", -3.3202283191284883),
("integer (0..19)minute (grain)", -3.3202283191284883),
("integer (numeric)month (grain)", -3.3202283191284883),
("minute", -2.8094026953624978),
("integer (numeric)hour (grain)", -3.3202283191284883),
("integer (0..19)day (grain)", -3.0325462466767075),
("integer (0..19)week (grain)", -3.3202283191284883)],
n = 31},
koData =
ClassData{prior = -infinity, unseen = -3.0910424533583156,
likelihoods = HashMap.fromList [], n = 0}}),
("yyyy-mm-dd",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("mm/dd/yyyy",
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}}),
("Memorial Day",
Classifier{okData =
ClassData{prior = -0.2231435513142097, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -1.6094379124341003,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("Monday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.639057329615259,
likelihoods = HashMap.fromList [("", 0.0)], n = 12},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("yesterday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<ordinal> quarter <year>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("quarteryear", -0.6931471805599453),
("ordinal (digits)quarter (grain)year", -0.6931471805599453)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("hh:mm:ss",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<hour-of-day> <integer>",
Classifier{okData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("about|exactly <time-of-day>integer (numeric)",
-0.6931471805599453),
("hour", -0.6931471805599453)],
n = 1}}),
("nth <time> of <time>",
Classifier{okData =
ClassData{prior = -0.4700036292457356, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("daymonth", -0.9808292530117262),
("ordinals (first..twentieth,thirtieth,...)Tuesdayintersect",
-2.0794415416798357),
("ordinals (first..twentieth,thirtieth,...)Wednesdayintersect",
-1.6739764335716716),
("ordinals (first..twentieth,thirtieth,...)TuesdayOctober",
-1.6739764335716716)],
n = 5},
koData =
ClassData{prior = -0.9808292530117262,
unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("daymonth", -1.0986122886681098),
("ordinals (first..twentieth,thirtieth,...)TuesdaySeptember",
-1.791759469228055),
("ordinals (first..twentieth,thirtieth,...)WednesdayOctober",
-1.3862943611198906)],
n = 3}}),
("Valentine's Day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("April",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("end of month",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("week (grain)",
Classifier{okData =
ClassData{prior = -2.7398974188114388e-2,
unseen = -3.6375861597263857,
likelihoods = HashMap.fromList [("", 0.0)], n = 36},
koData =
ClassData{prior = -3.6109179126442243,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("<part-of-day> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("part of daysintersect by \",\", \"of\", \"from\", \"'s\"",
-1.6094379124341003),
("hourday", -0.916290731874155),
("part of daysthe <day-of-month> (ordinal)",
-1.6094379124341003),
("part of daysthe <day-of-month> (number)",
-1.6094379124341003)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("past year (latent)",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 1}}),
("now",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<day-of-month> (ordinal or number) of <named-month>",
Classifier{okData =
ClassData{prior = -0.13353139262452263,
unseen = -3.0910424533583156,
likelihoods =
HashMap.fromList
[("ordinal (digits)July", -2.3513752571634776),
("ordinals (first..twentieth,thirtieth,...)March",
-2.3513752571634776),
("ordinal (digits)February", -2.3513752571634776),
("integer (numeric)February", -1.9459101490553135),
("month", -0.9650808960435872),
("ordinal (digits)March", -2.3513752571634776),
("integer (numeric)July", -2.3513752571634776)],
n = 7},
koData =
ClassData{prior = -2.0794415416798357,
unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("ordinal (digits)February", -1.5040773967762742),
("month", -1.5040773967762742)],
n = 1}}),
("this <part-of-day>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("hour", -0.6931471805599453),
("part of days", -0.6931471805599453)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Friday",
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}}),
("in|during the <part-of-day>",
Classifier{okData =
ClassData{prior = -8.701137698962981e-2,
unseen = -3.258096538021482,
likelihoods =
HashMap.fromList
[("early morning", -2.5257286443082556),
("hour", -0.7339691750802004),
("part of days", -0.8209805520698302)],
n = 11},
koData =
ClassData{prior = -2.4849066497880004, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("hour", -0.916290731874155),
("part of days", -0.916290731874155)],
n = 1}}),
("tomorrow",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.9444389791664407,
likelihoods = HashMap.fromList [("", 0.0)], n = 17},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("hh(:mm) - <time-of-day> am|pm",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 6},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("this|last|next <cycle>",
Classifier{okData =
ClassData{prior = -0.11122563511022437,
unseen = -4.3694478524670215,
likelihoods =
HashMap.fromList
[("week", -1.5234954826333758),
("month (grain)", -2.9704144655697013),
("year (grain)", -1.8718021769015913),
("week (grain)", -1.5234954826333758),
("quarter", -2.7472709142554916), ("year", -1.8718021769015913),
("month", -2.9704144655697013),
("quarter (grain)", -2.7472709142554916)],
n = 34},
koData =
ClassData{prior = -2.2512917986064953,
unseen = -2.9444389791664407,
likelihoods =
HashMap.fromList
[("week", -1.791759469228055),
("week (grain)", -1.791759469228055),
("day", -1.791759469228055),
("day (grain)", -1.791759469228055)],
n = 4}}),
("Mother's Day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("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
[("quarteryear", -0.6931471805599453),
("ordinal (digits)quarter (grain)year", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("by <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.9444389791664407,
likelihoods =
HashMap.fromList
[("noon|midnight|EOD|end of day", -2.1972245773362196),
("end of month", -2.1972245773362196),
("time-of-day (latent)", -2.1972245773362196),
("<time-of-day> am|pm", -2.1972245773362196),
("hh:mm", -2.1972245773362196), ("hour", -1.791759469228055),
("month", -2.1972245773362196), ("minute", -1.791759469228055)],
n = 5},
koData =
ClassData{prior = -infinity, unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [], n = 0}}),
("half an hour",
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}}),
("the <day-of-month> (ordinal)",
Classifier{okData =
ClassData{prior = -0.2006706954621511,
unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("ordinals (first..twentieth,thirtieth,...)",
-1.7047480922384253),
("ordinal (digits)", -0.2006706954621511)],
n = 9},
koData =
ClassData{prior = -1.7047480922384253,
unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList [("ordinal (digits)", -0.2876820724517809)],
n = 2}}),
("the <day-of-month> (number)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("fractional number",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -2.890371757896165,
likelihoods = HashMap.fromList [("", 0.0)], n = 16}}),
("Sunday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3025850929940455,
likelihoods = HashMap.fromList [("", 0.0)], n = 8},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("February",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.70805020110221,
likelihoods = HashMap.fromList [("", 0.0)], n = 13},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("minute (grain)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.5649493574615367,
likelihoods = HashMap.fromList [("", 0.0)], n = 11},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("the <ordinal> quarter",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("ordinal (digits)quarter (grain)", -0.6931471805599453),
("quarter", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("ordinal (digits)quarter (grain)", -0.6931471805599453),
("quarter", -0.6931471805599453)],
n = 1}}),
("time-of-day (latent)",
Classifier{okData =
ClassData{prior = -0.5007752879124893, unseen = -4.143134726391533,
likelihoods =
HashMap.fromList
[("integer (numeric)", -0.10178269430994236),
("integer (0..19)", -2.3353749158170367)],
n = 60},
koData =
ClassData{prior = -0.9315582040049435,
unseen = -3.7376696182833684,
likelihoods =
HashMap.fromList [("integer (numeric)", -2.469261259037152e-2)],
n = 39}}),
("year",
Classifier{okData =
ClassData{prior = -0.2231435513142097,
unseen = -3.4011973816621555,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 28},
koData =
ClassData{prior = -1.6094379124341003,
unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 7}}),
("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 = -0.8209805520698302, unseen = -4.499809670330265,
likelihoods =
HashMap.fromList
[("week", -2.2914117923959205),
("integer (0..19)year (grain)", -3.1023420086122493),
("integer (numeric)day (grain)", -2.5427262206768266),
("integer (0..19)second (grain) ", -3.7954891891721947),
("integer (0..19)hour (grain)", -2.6968769005040847),
("second", -3.7954891891721947),
("integer (numeric)year (grain)", -3.7954891891721947),
("day", -2.5427262206768266), ("year", -2.8791984572980396),
("integer (numeric)week (grain)", -2.8791984572980396),
("integer (0..19)month (grain)", -3.39002408106403),
("hour", -2.409194828052304), ("month", -3.39002408106403),
("integer (numeric)minute (grain)", -2.8791984572980396),
("integer (0..19)minute (grain)", -3.7954891891721947),
("minute", -2.6968769005040847),
("integer (numeric)hour (grain)", -3.39002408106403),
("integer (0..19)week (grain)", -2.8791984572980396)],
n = 33},
koData =
ClassData{prior = -0.579818495252942, unseen = -4.68213122712422,
likelihoods =
HashMap.fromList
[("week", -2.8810693652338513),
("integer (0..19)year (grain)", -3.5742165457937967),
("integer (numeric)day (grain)", -3.2865344733420154),
("integer (0..19)second (grain) ", -3.5742165457937967),
("integer (0..19)hour (grain)", -3.5742165457937967),
("second", -3.0633909220278057),
("integer (numeric)second (grain) ", -3.5742165457937967),
("integer (numeric)year (grain)", -3.5742165457937967),
("day", -2.7269186854065928), ("quarter", -3.979681653901961),
("year", -3.0633909220278057),
("integer (numeric)week (grain)", -3.2865344733420154),
("integer (0..19)month (grain)", -3.5742165457937967),
("hour", -1.9647786333596962), ("month", -3.0633909220278057),
("integer (numeric)minute (grain)", -3.5742165457937967),
("integer (0..19)minute (grain)", -3.5742165457937967),
("integer (numeric)month (grain)", -3.5742165457937967),
("minute", -3.0633909220278057),
("integer (numeric)hour (grain)", -2.1078794770003695),
("integer (0..19)day (grain)", -3.2865344733420154),
("integer (0..19)week (grain)", -3.5742165457937967),
("integer (0..19)quarter (grain)", -3.979681653901961)],
n = 42}}),
("hhmm (latent)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<time-of-day> am|pm",
Classifier{okData =
ClassData{prior = -0.29354719190417905,
unseen = -5.231108616854587,
likelihoods =
HashMap.fromList
[("integer after|past <hour-of-day>", -3.8394523125933104),
("at <time-of-day>", -2.2300144001592104),
("<time-of-day> o'clock", -4.127134385045092),
("half after|past <hour-of-day>", -4.127134385045092),
("time-of-day (latent)", -1.7600107709134747),
("hhmm (latent)", -4.532599493153256),
("hh:mm", -2.181224235989778),
("quarter after|past <hour-of-day>", -4.532599493153256),
("about|exactly <time-of-day>", -4.532599493153256),
("until <time-of-day>", -3.8394523125933104),
("hour", -1.2939210409888755),
("<time-of-day> sharp|exactly", -4.532599493153256),
("minute", -1.6422277352570913),
("after <time-of-day>", -4.532599493153256)],
n = 85},
koData =
ClassData{prior = -1.3689026184080213, unseen = -4.31748811353631,
likelihoods =
HashMap.fromList
[("<integer> to|till|before <hour-of-day>", -3.20545280453606),
("<hour-of-day> <integer>", -3.6109179126442243),
("time-of-day (latent)", -1.0459685551826876),
("hour", -1.0082282271998406), ("minute", -2.917770732084279),
("after <time-of-day>", -3.6109179126442243)],
n = 29}}),
("Thanksgiving Day",
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}}),
("part of <named-month>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("March", -0.6931471805599453), ("month", -0.6931471805599453)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("a <unit-of-duration>",
Classifier{okData =
ClassData{prior = -0.6286086594223742,
unseen = -3.4339872044851463,
likelihoods =
HashMap.fromList
[("week", -2.0149030205422647),
("year (grain)", -2.70805020110221),
("second", -2.70805020110221),
("week (grain)", -2.0149030205422647),
("day", -2.3025850929940455),
("minute (grain)", -2.70805020110221),
("year", -2.70805020110221),
("second (grain) ", -2.70805020110221),
("minute", -2.70805020110221),
("day (grain)", -2.3025850929940455)],
n = 8},
koData =
ClassData{prior = -0.7621400520468967, unseen = -3.367295829986474,
likelihoods =
HashMap.fromList
[("hour (grain)", -1.7227665977411035),
("quarter", -1.9459101490553135), ("hour", -1.7227665977411035),
("quarter (grain)", -1.9459101490553135)],
n = 7}}),
("hh:mm",
Classifier{okData =
ClassData{prior = -5.406722127027582e-2,
unseen = -4.02535169073515,
likelihoods = HashMap.fromList [("", 0.0)], n = 54},
koData =
ClassData{prior = -2.9444389791664407,
unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("quarter of an hour",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("second (grain) ",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("ordinals (first..twentieth,thirtieth,...)",
Classifier{okData =
ClassData{prior = -6.899287148695143e-2,
unseen = -2.772588722239781,
likelihoods = HashMap.fromList [("", 0.0)], n = 14},
koData =
ClassData{prior = -2.70805020110221, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("quarter after|past <hour-of-day>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("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 = -0.11778303565638351,
unseen = -3.332204510175204,
likelihoods =
HashMap.fromList
[("week", -2.6026896854443837),
("hh(:mm) - <time-of-day> am|pm", -2.6026896854443837),
("this|last|next <cycle>", -2.6026896854443837),
("day", -2.1972245773362196),
("time-of-day (latent)", -2.6026896854443837),
("hhmm (latent)", -2.1972245773362196),
("<time-of-day> am|pm", -2.6026896854443837),
("hour", -1.9095425048844386),
("next <time>", -2.6026896854443837),
("this|next <day-of-week>", -2.6026896854443837),
("minute", -2.1972245773362196)],
n = 8},
koData =
ClassData{prior = -2.1972245773362196, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -1.8718021769015913),
("hour", -1.8718021769015913)],
n = 1}}),
("intersect by \",\", \"of\", \"from\", \"'s\"",
Classifier{okData =
ClassData{prior = -0.41773520069997866,
unseen = -5.1298987149230735,
likelihoods =
HashMap.fromList
[("Wednesday<named-month> <day-of-month> (non ordinal)",
-4.430816798843313),
("dayhour", -3.1780538303479458),
("daymonth", -3.1780538303479458),
("<named-month> <day-of-month> (non ordinal)Friday",
-4.430816798843313),
("Friday<named-month> <day-of-month> (non ordinal)",
-3.7376696182833684),
("Wednesdayintersect", -4.430816798843313),
("Labor Daythis|last|next <cycle>", -4.430816798843313),
("intersect by \",\", \"of\", \"from\", \"'s\"year",
-4.430816798843313),
("<part-of-day> of <time>February", -4.430816798843313),
("Saturday<time-of-day> am|pm", -4.430816798843313),
("Martin Luther King's Daythis|last|next <cycle>",
-4.430816798843313),
("on <date><time-of-day> am|pm", -4.430816798843313),
("hourmonth", -4.430816798843313),
("intersect by \",\", \"of\", \"from\", \"'s\"intersect",
-4.430816798843313),
("dayday", -2.559014621941722),
("the <day-of-month> (ordinal)February", -4.02535169073515),
("WednesdayOctober", -4.430816798843313),
("Wednesdaythis|last|next <cycle>", -4.02535169073515),
("intersect<named-month> <day-of-month> (non ordinal)",
-3.5145260669691587),
("dayyear", -2.9267394020670396),
("Saturday<named-month> <day-of-month> (non ordinal)",
-4.430816798843313),
("<named-month> <day-of-month> (non ordinal)intersect",
-4.430816798843313),
("Thursdayhh:mm", -4.02535169073515),
("Thanksgiving Daythis|last|next <cycle>", -4.430816798843313),
("Memorial Daythis|last|next <cycle>", -4.430816798843313),
("on <date><named-month> <day-of-month> (non ordinal)",
-4.02535169073515),
("TuesdayOctober", -4.430816798843313),
("the <day-of-month> (ordinal)March", -4.430816798843313),
("Mondaythis|last|next <cycle>", -4.430816798843313),
("Fridayintersect by \",\", \"of\", \"from\", \"'s\"",
-4.02535169073515),
("Fridayintersect", -4.430816798843313),
("Thursday<datetime> - <datetime> (interval)",
-3.7376696182833684),
("Thursday<time-of-day> - <time-of-day> (interval)",
-3.5145260669691587),
("Tuesdaythis|last|next <cycle>", -4.430816798843313),
("Sunday<named-month> <day-of-month> (non ordinal)",
-4.430816798843313),
("dayminute", -2.639057329615259),
("intersectyear", -4.430816798843313),
("minuteday", -3.5145260669691587),
("this|last|next <cycle>Sunday", -4.430816798843313),
("Sundaythis|last|next <cycle>", -4.430816798843313),
("intersectintersect", -4.430816798843313),
("weekday", -4.430816798843313),
("dayweek", -3.332204510175204),
("Thursday<time-of-day> am|pm", -4.430816798843313),
("Monday<named-month> <day-of-month> (non ordinal)",
-4.02535169073515),
("<named-month> <day-of-month> (non ordinal)year",
-4.02535169073515)],
n = 54},
koData =
ClassData{prior = -1.074514737089049, unseen = -4.762173934797756,
likelihoods =
HashMap.fromList
[("daymonth", -1.8632184332102),
("TuesdaySeptember", -4.060443010546419),
("Wednesdayintersect", -4.060443010546419),
("intersect by \",\", \"of\", \"from\", \"'s\"intersect",
-4.060443010546419),
("SundayFebruary", -4.060443010546419),
("WednesdayOctober", -4.060443010546419),
("FridayJuly", -3.654977902438255),
("<named-month> <day-of-month> (non ordinal)intersect",
-4.060443010546419),
("FridaySeptember", -4.060443010546419),
("WednesdayFebruary", -4.060443010546419),
("minutemonth", -3.144152278672264),
("SundayMarch", -4.060443010546419),
("Fridayintersect by \",\", \"of\", \"from\", \"'s\"",
-4.060443010546419),
("MondayFebruary", -3.654977902438255),
("Fridayintersect", -4.060443010546419),
("Thursday<time-of-day> - <time-of-day> (interval)",
-3.654977902438255),
("dayminute", -2.6741486494265287),
("SaturdaySeptember", -4.060443010546419),
("intersectSeptember", -3.144152278672264),
("MondayMarch", -4.060443010546419),
("on <date>September", -3.654977902438255),
("intersectintersect", -4.060443010546419),
("Tuesdayintersect", -4.060443010546419),
("Sundayintersect", -4.060443010546419)],
n = 28}}),
("last <time>",
Classifier{okData =
ClassData{prior = -0.45198512374305727,
unseen = -3.258096538021482,
likelihoods =
HashMap.fromList
[("Father's Day", -2.5257286443082556),
("Martin Luther King's Day", -2.5257286443082556),
("Memorial Day", -2.5257286443082556),
("Mother's Day", -2.5257286443082556),
("day", -1.2729656758128873), ("Sunday", -2.5257286443082556),
("hour", -2.5257286443082556), ("Tuesday", -2.5257286443082556),
("week-end", -2.5257286443082556)],
n = 7},
koData =
ClassData{prior = -1.0116009116784799, unseen = -2.995732273553991,
likelihoods =
HashMap.fromList
[("Monday", -2.2512917986064953), ("day", -1.3350010667323402),
("Sunday", -2.2512917986064953),
("intersect by \",\", \"of\", \"from\", \"'s\"",
-1.845826690498331)],
n = 4}}),
("March",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.9444389791664407,
likelihoods = HashMap.fromList [("", 0.0)], n = 17},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<named-month>|<named-day> <day-of-month> (ordinal)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.0910424533583156,
likelihoods =
HashMap.fromList
[("Octoberordinal (digits)", -1.9459101490553135),
("Thursdayordinal (digits)", -2.3513752571634776),
("day", -1.9459101490553135),
("Marchordinals (first..twentieth,thirtieth,...)",
-1.9459101490553135),
("Tuesdayordinal (digits)", -2.3513752571634776),
("month", -1.252762968495368),
("Marchordinal (digits)", -2.3513752571634776)],
n = 7},
koData =
ClassData{prior = -infinity, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [], n = 0}}),
("Labor Day weekend",
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-of-month> (ordinal)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("ordinal (digits)", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Christmas",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("until <time-of-day>",
Classifier{okData =
ClassData{prior = -0.9808292530117262, unseen = -3.044522437723423,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -2.3025850929940455),
("<time-of-day> am|pm", -1.6094379124341003),
("hh:mm", -1.8971199848858813), ("hour", -1.8971199848858813),
("minute", -1.3862943611198906)],
n = 6},
koData =
ClassData{prior = -0.4700036292457356, unseen = -3.367295829986474,
likelihoods =
HashMap.fromList
[("intersect", -1.7227665977411035),
("yesterday", -2.2335922215070942),
("day", -2.2335922215070942), ("hh:mm", -1.7227665977411035),
("hour", -2.639057329615259), ("minute", -1.252762968495368)],
n = 10}}),
("<duration> after|before|from <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.0910424533583156,
likelihoods =
HashMap.fromList
[("a <unit-of-duration>now", -2.3513752571634776),
("a <unit-of-duration>Christmas", -2.3513752571634776),
("<integer> <unit-of-duration>today", -2.3513752571634776),
("secondsecond", -2.3513752571634776),
("daysecond", -2.3513752571634776),
("<integer> <unit-of-duration>Christmas", -2.3513752571634776),
("yearday", -1.6582280766035324),
("minutesecond", -2.3513752571634776),
("<integer> <unit-of-duration>now", -1.9459101490553135)],
n = 6},
koData =
ClassData{prior = -infinity, unseen = -2.3025850929940455,
likelihoods = HashMap.fromList [], n = 0}}),
("Independence 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}}),
("decimal number",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("next <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.5263605246161616,
likelihoods =
HashMap.fromList
[("Martin Luther King's Day", -2.803360380906535),
("Halloween", -2.803360380906535),
("Wednesday", -2.803360380906535),
("Memorial Day", -2.803360380906535),
("Monday", -2.803360380906535),
("Mother's Day", -2.803360380906535),
("day", -1.0986122886681098),
("Thanksgiving Day", -2.803360380906535),
("March", -2.803360380906535), ("month", -2.803360380906535),
("Tuesday", -2.1102132003465894)],
n = 11},
koData =
ClassData{prior = -infinity, unseen = -2.4849066497880004,
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}}),
("Memorial Day Weekend",
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 = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -2.995732273553991,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 18}}),
("about|exactly <duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("half an hour", -0.6931471805599453),
("minute", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("<time> before last|after next",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("Wednesday", -1.8718021769015913),
("Friday", -1.466337068793427), ("day", -1.1786549963416462),
("March", -1.8718021769015913), ("month", -1.8718021769015913)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("by the end of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("this|last|next <cycle>", -0.6931471805599453),
("month", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("hhmm (military) am|pm",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<datetime> - <datetime> (interval)",
Classifier{okData =
ClassData{prior = -0.48550781578170077,
unseen = -3.891820298110627,
likelihoods =
HashMap.fromList
[("minuteminute", -1.4733057381095205),
("hh:mmhh:mm", -1.6739764335716716),
("dayday", -2.772588722239781),
("hourhour", -2.2617630984737906),
("<named-month> <day-of-month> (non ordinal)<named-month> <day-of-month> (non ordinal)",
-2.772588722239781),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-2.772588722239781),
("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
-3.1780538303479458),
("<time-of-day> am|pm<time-of-day> am|pm",
-2.4849066497880004)],
n = 16},
koData =
ClassData{prior = -0.9555114450274363,
unseen = -3.6109179126442243,
likelihoods =
HashMap.fromList
[("<named-month> <day-of-month> (non ordinal)July",
-2.890371757896165),
("daymonth", -2.4849066497880004),
("<time-of-day> am|pmintersect", -2.890371757896165),
("hh:mm<time-of-day> am|pm", -2.4849066497880004),
("minuteminute", -1.9740810260220096),
("hourhour", -2.4849066497880004),
("minutehour", -2.4849066497880004),
("hh:mmintersect", -1.9740810260220096),
("<named-month> <day-of-month> (non ordinal)August",
-2.890371757896165),
("about|exactly <time-of-day><time-of-day> am|pm",
-2.890371757896165)],
n = 10}}),
("Tuesday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.639057329615259,
likelihoods = HashMap.fromList [("", 0.0)], n = 12},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("New Year's Day",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),
("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}}),
("in <named-month>",
Classifier{okData =
ClassData{prior = -0.40546510810816444,
unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("October", -1.252762968495368), ("March", -1.252762968495368),
("month", -0.8472978603872037)],
n = 2},
koData =
ClassData{prior = -1.0986122886681098, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("October", -0.916290731874155), ("month", -0.916290731874155)],
n = 1}}),
("<time-of-day> - <time-of-day> (interval)",
Classifier{okData =
ClassData{prior = -0.8873031950009028,
unseen = -3.7376696182833684,
likelihoods =
HashMap.fromList
[("minuteminute", -1.5163474893680884),
("hh:mmhh:mm", -1.5163474893680884),
("<time-of-day> am|pmtime-of-day (latent)", -2.327277705584417),
("hourhour", -1.7676619176489945),
("<time-of-day> am|pm<time-of-day> am|pm", -2.327277705584417)],
n = 14},
koData =
ClassData{prior = -0.5306282510621704,
unseen = -3.9889840465642745,
likelihoods =
HashMap.fromList
[("about|exactly <time-of-day>time-of-day (latent)",
-3.2771447329921766),
("hh:mmtime-of-day (latent)", -1.5723966407537513),
("hh:mm<time-of-day> am|pm", -2.871679624884012),
("<time-of-day> am|pmtime-of-day (latent)",
-3.2771447329921766),
("at <time-of-day><time-of-day> am|pm", -3.2771447329921766),
("hourhour", -2.0243817644968085),
("minutehour", -1.262241712449912),
("about|exactly <time-of-day><time-of-day> am|pm",
-3.2771447329921766),
("at <time-of-day>time-of-day (latent)", -2.871679624884012),
("<integer> to|till|before <hour-of-day>time-of-day (latent)",
-2.871679624884012)],
n = 20}}),
("nth <time> after <time>",
Classifier{okData =
ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("dayday", -0.916290731874155),
("ordinals (first..twentieth,thirtieth,...)Tuesdayintersect",
-0.916290731874155)],
n = 1},
koData =
ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("dayday", -0.916290731874155),
("ordinals (first..twentieth,thirtieth,...)TuesdayChristmas",
-0.916290731874155)],
n = 1}}),
("<named-month> <day-of-month> (non ordinal)",
Classifier{okData =
ClassData{prior = -0.25131442828090605,
unseen = -3.9318256327243257,
likelihoods =
HashMap.fromList
[("Augustinteger (numeric)", -2.5257286443082556),
("Marchinteger (numeric)", -2.8134107167600364),
("Aprilinteger (numeric)", -3.2188758248682006),
("month", -0.8209805520698302),
("Februaryinteger (numeric)", -1.9661128563728327),
("Septemberinteger (numeric)", -2.8134107167600364),
("Octoberinteger (numeric)", -2.8134107167600364),
("Julyinteger (numeric)", -2.120263536200091)],
n = 21},
koData =
ClassData{prior = -1.5040773967762742, unseen = -3.044522437723423,
likelihoods =
HashMap.fromList
[("Marchinteger (numeric)", -2.3025850929940455),
("Aprilinteger (numeric)", -2.3025850929940455),
("month", -1.0498221244986778),
("Julyinteger (numeric)", -1.3862943611198906)],
n = 6}}),
("this|next <day-of-week>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.995732273553991,
likelihoods =
HashMap.fromList
[("Thursday", -2.2512917986064953),
("Wednesday", -2.2512917986064953),
("Monday", -1.845826690498331), ("day", -0.8649974374866046),
("Tuesday", -1.55814461804655)],
n = 7},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("ordinal (digits)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.1780538303479458,
likelihoods = HashMap.fromList [("", 0.0)], n = 22},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("quarter (grain)",
Classifier{okData =
ClassData{prior = -0.2876820724517809, unseen = -2.639057329615259,
likelihoods = HashMap.fromList [("", 0.0)], n = 12},
koData =
ClassData{prior = -1.3862943611198906, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),
("last <cycle> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.9444389791664407,
likelihoods =
HashMap.fromList
[("day (grain)October", -1.791759469228055),
("daymonth", -1.2809338454620642),
("day (grain)intersect", -1.791759469228055),
("weekmonth", -1.791759469228055),
("week (grain)intersect", -2.1972245773362196),
("week (grain)September", -2.1972245773362196)],
n = 6},
koData =
ClassData{prior = -infinity, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0}}),
("seasons",
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-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}}),
("Labor Day",
Classifier{okData =
ClassData{prior = -0.2876820724517809,
unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -1.3862943611198906,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("week-end",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),
("after <time-of-day>",
Classifier{okData =
ClassData{prior = -1.6094379124341003,
unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -1.7047480922384253),
("<time-of-day> am|pm", -1.7047480922384253),
("hour", -1.2992829841302609)],
n = 2},
koData =
ClassData{prior = -0.2231435513142097,
unseen = -3.1780538303479458,
likelihoods =
HashMap.fromList
[("intersect", -2.03688192726104),
("tomorrow", -2.03688192726104), ("day", -1.3437347467010947),
("time-of-day (latent)", -2.4423470353692043),
("<time-of-day> am|pm", -2.4423470353692043),
("Christmas", -2.03688192726104), ("hour", -1.749199854809259)],
n = 8}}),
("day (grain)",
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}}),
("between <time> and <time>",
Classifier{okData =
ClassData{prior = -1.0986122886681098,
unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("minuteminute", -1.0116009116784799),
("hh:mmhh:mm", -1.0116009116784799)],
n = 3},
koData =
ClassData{prior = -0.40546510810816444,
unseen = -2.890371757896165,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -1.4469189829363254),
("minuteminute", -1.4469189829363254),
("minutehour", -1.4469189829363254),
("hh:mmintersect", -1.4469189829363254)],
n = 6}}),
("<month> dd-dd (interval)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("July", -0.6931471805599453), ("month", -0.6931471805599453)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("part of days",
Classifier{okData =
ClassData{prior = -4.0821994520255166e-2,
unseen = -3.258096538021482,
likelihoods = HashMap.fromList [("", 0.0)], n = 24},
koData =
ClassData{prior = -3.2188758248682006,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("this <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.332204510175204,
likelihoods =
HashMap.fromList
[("Thursday", -2.6026896854443837),
("Martin Luther King's Day", -2.6026896854443837),
("intersect", -2.6026896854443837),
("Monday", -2.6026896854443837), ("day", -1.2163953243244932),
("Thanksgiving Day", -2.6026896854443837),
("hour", -2.1972245773362196), ("seasons", -1.9095425048844386),
("week-end", -2.6026896854443837)],
n = 9},
koData =
ClassData{prior = -infinity, unseen = -2.3025850929940455,
likelihoods = HashMap.fromList [], n = 0}}),
("August",
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}})]
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