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duckling/Duckling/Ranking/Classifiers/PL.hs
Bartosz Nitka f7b3f2ed73 Detect interval contradictions sooner 
Summary:
So far contradictions from intersection only
propagated through intersection. This change
makes it so that it also propagates through intervals
and lets intervals also generate contradictions.

Reviewed By: patapizza

Differential Revision: D4864160

fbshipit-source-id: 8348267
2017-04-10 16:35:27 -07:00

2307 lines
143 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.PL (classifiers) where
import Prelude
import Duckling.Ranking.Types
import qualified Data.HashMap.Strict as HashMap
import Data.String
classifiers :: Classifiers
classifiers
= HashMap.fromList
[("five",
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 (numeric)",
Classifier{okData =
ClassData{prior = -0.5997731097824868, unseen = -4.875197323201151,
likelihoods = HashMap.fromList [("", 0.0)], n = 129},
koData =
ClassData{prior = -0.7961464200320919, unseen = -4.68213122712422,
likelihoods = HashMap.fromList [("", 0.0)], n = 106}}),
("exactly <time-of-day>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("<ordinal> (as hour)", -1.3862943611198906),
("<integer> (latent time-of-day)", -1.791759469228055),
("hour", -0.8754687373538999),
("<time-of-day> popo\322udniu/wieczorem/w nocy",
-1.791759469228055)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("<cycle> before <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("dayday", -0.6931471805599453),
("day (grain)yesterday", -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 = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<ordinal> <cycle> <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.258096538021482,
likelihoods =
HashMap.fromList
[("daymonth", -2.120263536200091),
("quarteryear", -2.5257286443082556),
("third ordinalday (grain)on <date>", -2.5257286443082556),
("first ordinalweek (grain)named-month", -2.5257286443082556),
("weekmonth", -1.4271163556401458),
("ordinal (digits)quarter (grain)year", -2.5257286443082556),
("first ordinalweek (grain)intersect", -2.120263536200091),
("third ordinalday (grain)named-month", -2.5257286443082556),
("first ordinalweek (grain)on <date>", -2.120263536200091)],
n = 8},
koData =
ClassData{prior = -infinity, unseen = -2.3025850929940455,
likelihoods = HashMap.fromList [], n = 0}}),
("<time> <part-of-day>",
Classifier{okData =
ClassData{prior = -0.7392382877602123, unseen = -5.003946305945459,
likelihoods =
HashMap.fromList
[("<ordinal> (as hour)after <time-of-day>", -3.6109179126442243),
("dayhour", -3.0513021247088017),
("<ordinal> (as hour)evening|night", -2.5993170009657445),
("<ordinal> (as hour)on <date>", -4.304065093204169),
("yesterdayevening|night", -4.304065093204169),
("hourhour", -1.1470646720540565),
("after <time-of-day>after <time-of-day>", -3.898599985096005),
("until <time-of-day>morning", -3.898599985096005),
("until <time-of-day>after <time-of-day>", -4.304065093204169),
("minutehour", -4.304065093204169),
("named-daymorning", -4.304065093204169),
("todayevening|night", -4.304065093204169),
("at <time-of-day>evening|night", -4.304065093204169),
("named-dayevening|night", -4.304065093204169),
("intersecton <date>", -4.304065093204169),
("<integer> (latent time-of-day)this <part-of-day>",
-4.304065093204169),
("hh:mmon <date>", -4.304065093204169),
("<integer> (latent time-of-day)morning", -3.20545280453606),
("at <time-of-day>on <date>", -4.304065093204169),
("intersectmorning", -3.0513021247088017),
("<integer> (latent time-of-day)evening|night",
-3.0513021247088017),
("from <datetime> - <datetime> (interval)morning",
-3.898599985096005),
("from <time-of-day> - <time-of-day> (interval)morning",
-4.304065093204169),
("on <date>morning", -4.304065093204169),
("at <time-of-day>morning", -3.898599985096005),
("tomorrowevening|night", -3.898599985096005)],
n = 53},
koData =
ClassData{prior = -0.6490871907659148,
unseen = -5.0689042022202315,
likelihoods =
HashMap.fromList
[("dayhour", -1.971552579668651),
("yearhour", -1.9271008170978172),
("year (latent)on <date>", -4.3694478524670215),
("<day-of-month> (ordinal)on <date>", -4.3694478524670215),
("<time-of-day> - <time-of-day> (interval)morning",
-4.3694478524670215),
("<day-of-month> (ordinal)evening|night", -2.6646997602285962),
("by the end of <time>morning", -4.3694478524670215),
("year (latent)evening|night", -3.1166848839716534),
("hourhour", -2.760009940032921),
("after <time-of-day>after <time-of-day>", -3.963982744358857),
("<day-of-month> (ordinal)morning", -3.963982744358857),
("<day-of-month> (ordinal)after <time-of-day>",
-3.270835563798912),
("until <time-of-day>morning", -3.4531571205928664),
("until <time-of-day>after <time-of-day>", -4.3694478524670215),
("about <time-of-day>after <time-of-day>", -4.3694478524670215),
("by <time>morning", -4.3694478524670215),
("<integer> (latent time-of-day)after <time-of-day>",
-3.963982744358857),
("<integer> (latent time-of-day)morning", -4.3694478524670215),
("secondhour", -3.1166848839716534),
("intersectmorning", -3.4531571205928664),
("from <datetime> - <datetime> (interval)morning",
-3.963982744358857),
("year (latent)morning", -2.6646997602285962),
("year (latent)after <time-of-day>", -3.963982744358857),
("at <time-of-day>after <time-of-day>", -4.3694478524670215)],
n = 58}}),
("today",
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}}),
("mm/dd",
Classifier{okData =
ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),
("at <time-of-day>",
Classifier{okData =
ClassData{prior = -0.14571181118139365,
unseen = -4.718498871295094,
likelihoods =
HashMap.fromList
[("<ordinal> (as hour)", -1.5740359853831845),
("<integer> (latent time-of-day)", -2.3116349285139637),
("about <time-of-day>", -4.0163830207523885),
("hh:mm", -3.6109179126442243),
("<time-of-day> rano", -2.917770732084279),
("hour", -0.8383291904044432),
("<time-of-day> popo\322udniu/wieczorem/w nocy",
-2.2246235515243336),
("minute", -3.100092288878234)],
n = 51},
koData =
ClassData{prior = -1.9980959022258835, unseen = -3.258096538021482,
likelihoods =
HashMap.fromList
[("<ordinal> (as hour)", -1.8325814637483102),
("<integer> (latent time-of-day)", -1.8325814637483102),
("relative minutes after|past <integer> (hour-of-day)",
-2.5257286443082556),
("hour", -1.1394342831883648),
("<time-of-day> popo\322udniu/wieczorem/w nocy",
-2.5257286443082556),
("minute", -2.5257286443082556)],
n = 8}}),
("absorption of , after named day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.891820298110627,
likelihoods =
HashMap.fromList
[("day", -0.6931471805599453),
("named-day", -0.6931471805599453)],
n = 23},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("11th ordinal",
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}}),
("on <date>",
Classifier{okData =
ClassData{prior = -7.79615414697118e-2, unseen = -4.51085950651685,
likelihoods =
HashMap.fromList
[("week", -2.890371757896165),
("<time> <part-of-day>", -3.8066624897703196),
("intersect", -2.0149030205422647),
("next <cycle>", -3.1135153092103742),
("named-month", -2.1972245773362196),
("half to|till|before <integer> (hour-of-day)",
-3.8066624897703196),
("day", -2.70805020110221), ("afternoon", -3.1135153092103742),
("this <cycle>", -2.890371757896165),
("year", -3.1135153092103742),
("named-day", -2.890371757896165),
("hour", -2.3025850929940455), ("month", -1.666596326274049),
("minute", -3.8066624897703196),
("this <time>", -3.8066624897703196)],
n = 37},
koData =
ClassData{prior = -2.5902671654458267,
unseen = -3.1354942159291497,
likelihoods =
HashMap.fromList
[("noon", -1.7047480922384253), ("hour", -1.7047480922384253)],
n = 3}}),
("8th ordinal",
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}}),
("month (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}}),
("<time-of-day> o'clock",
Classifier{okData =
ClassData{prior = -0.3184537311185346, unseen = -2.995732273553991,
likelihoods =
HashMap.fromList
[("<ordinal> (as hour)", -0.8649974374866046),
("<integer> (latent time-of-day)", -2.2512917986064953),
("hour", -0.7472144018302211)],
n = 8},
koData =
ClassData{prior = -1.2992829841302609,
unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("<ordinal> (as hour)", -1.5040773967762742),
("<integer> (latent time-of-day)", -1.0986122886681098),
("hour", -0.8109302162163288)],
n = 3}}),
("on a named-day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("day", -0.6931471805599453),
("named-day", -0.6931471805599453)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("nth <time> <time>",
Classifier{okData =
ClassData{prior = -0.4989911661189879, unseen = -3.951243718581427,
likelihoods =
HashMap.fromList
[("second ordinalnamed-dayintersect", -2.833213344056216),
("first ordinalnamed-dayon <date>", -2.833213344056216),
("daymonth", -1.4469189829363254),
("dayyear", -1.9859154836690123),
("third ordinalnamed-dayintersect", -2.833213344056216),
("third ordinalintersectyear", -2.833213344056216),
("third ordinalnamed-dayon <date>", -3.2386784521643803),
("first ordinalnamed-daynamed-month", -3.2386784521643803),
("first ordinalintersectyear", -2.833213344056216),
("first ordinalnamed-dayintersect", -2.833213344056216),
("second ordinalnamed-dayon <date>", -3.2386784521643803),
("second ordinalintersectyear", -2.833213344056216)],
n = 17},
koData =
ClassData{prior = -0.9343092373768334,
unseen = -3.6888794541139363,
likelihoods =
HashMap.fromList
[("third ordinalnamed-daynamed-month", -2.9704144655697013),
("first ordinalnamed-dayon <date>", -2.9704144655697013),
("daymonth", -1.717651497074333),
("14th ordinalnamed-month<integer> (latent time-of-day)",
-2.5649493574615367),
("monthhour", -1.8718021769015913),
("second ordinalnamed-daynamed-month", -2.9704144655697013),
("third ordinalnamed-dayon <date>", -2.9704144655697013),
("first ordinalnamed-daynamed-month", -2.9704144655697013),
("ordinal (digits)named-month<integer> (latent time-of-day)",
-2.277267285009756),
("second ordinalnamed-dayon <date>", -2.9704144655697013)],
n = 11}}),
("<ordinal> (as hour)",
Classifier{okData =
ClassData{prior = -0.5773153650348236, unseen = -4.454347296253507,
likelihoods =
HashMap.fromList
[("11th ordinal", -3.056356895370426),
("8th ordinal", -3.3440389678222067),
("21st ordinal no space", -3.7495040759303713),
("20th ordinal", -3.7495040759303713),
("third ordinal", -1.8035939268750578),
("16th ordinal", -3.3440389678222067),
("18th ordinal", -3.3440389678222067),
("fifth ordinal", -3.7495040759303713),
("seventh ordinal", -3.3440389678222067),
("19th ordinal", -3.3440389678222067),
("21-29th ordinal", -3.3440389678222067),
("sixth ordinal", -3.3440389678222067),
("15th ordinal", -3.3440389678222067),
("second ordinal", -2.245426679154097),
("ordinal (digits)", -2.3632097148104805),
("10th ordinal", -2.496741107435003),
("9th ordinal", -2.3632097148104805),
("23rd ordinal no space", -3.7495040759303713)],
n = 64},
koData =
ClassData{prior = -0.8241754429663495, unseen = -4.276666119016055,
likelihoods =
HashMap.fromList
[("8th ordinal", -3.164067588373206),
("20th ordinal", -3.164067588373206),
("third ordinal", -2.316769727986002),
("14th ordinal", -3.164067588373206),
("13th ordinal", -3.56953269648137),
("15th ordinal", -2.8763855159214247),
("second ordinal", -2.8763855159214247),
("ordinal (digits)", -1.1716374236829996),
("first ordinal", -1.864784604242945)],
n = 50}}),
("hour (grain)",
Classifier{okData =
ClassData{prior = -0.8472978603872037,
unseen = -2.3978952727983707,
likelihoods = HashMap.fromList [("", 0.0)], n = 9},
koData =
ClassData{prior = -0.5596157879354228, unseen = -2.639057329615259,
likelihoods = HashMap.fromList [("", 0.0)], n = 12}}),
("21st ordinal no space",
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}}),
("<ordinal> quarter",
Classifier{okData =
ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("quarter", -0.916290731874155),
("third ordinalquarter (grain)", -0.916290731874155)],
n = 1},
koData =
ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("ordinal (digits)quarter (grain)", -0.916290731874155),
("quarter", -0.916290731874155)],
n = 1}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.7200546334798696, unseen = -6.364750756851911,
likelihoods =
HashMap.fromList
[("<datetime> - <datetime> (interval)on <date>",
-5.264415814872355),
("mm/dd<time-of-day> popo\322udniu/wieczorem/w nocy",
-5.66988092298052),
("<hour-of-day> - <hour-of-day> (interval)on <date>",
-5.264415814872355),
("named-daynamed-month", -4.7535901911063645),
("<time-of-day> - <time-of-day> (interval)on <date>",
-5.264415814872355),
("hourday", -3.8781214537524646),
("dayhour", -2.6741486494265287),
("daymonth", -3.8781214537524646),
("<time-of-day> popo\322udniu/wieczorem/w nocyabsorption of , after named day",
-4.7535901911063645),
("monthyear", -3.1849742731925192),
("from <hour-of-day> - <hour-of-day> (interval)on a named-day",
-5.66988092298052),
("from <time-of-day> - <time-of-day> (interval)on a named-day",
-5.66988092298052),
("absorption of , after named dayintersect by \",\" 2",
-5.264415814872355),
("intersecthh:mm", -5.264415814872355),
("from <datetime> - <datetime> (interval)on a named-day",
-5.66988092298052),
("at <time-of-day>intersect by \",\" 2", -5.264415814872355),
("named-daylast <cycle>", -5.264415814872355),
("named-day<time-of-day> rano", -5.66988092298052),
("on a named-dayat <time-of-day>", -5.264415814872355),
("at <time-of-day>named-day", -5.264415814872355),
("at <time-of-day>on a named-day", -5.66988092298052),
("<time> <part-of-day>on a named-day", -5.264415814872355),
("on a named-day<time> <part-of-day>", -5.66988092298052),
("last <day-of-week> of <time>year", -5.66988092298052),
("today<time> <part-of-day>", -5.66988092298052),
("todayat <time-of-day>", -5.66988092298052),
("on <date>at <time-of-day>", -5.264415814872355),
("dayday", -2.995732273553991),
("on <date><time> <part-of-day>", -5.66988092298052),
("intersect by \",\"hh:mm", -4.4171179544851515),
("mm/ddat <time-of-day>", -4.976733742420574),
("last <cycle> <time>year", -4.7535901911063645),
("intersect<named-month> <day-of-month> (non ordinal)",
-4.976733742420574),
("intersect<day-of-month> (non ordinal) <named-month>",
-4.976733742420574),
("dayyear", -3.654977902438255),
("<day-of-month>(ordinal) <named-month>year",
-5.264415814872355),
("day-after-tomorrow (single-word)at <time-of-day>",
-5.66988092298052),
("absorption of , after named day<day-of-month>(ordinal) <named-month>",
-4.165803526204246),
("tomorrow<time-of-day> popo\322udniu/wieczorem/w nocy",
-5.66988092298052),
("named-monthyear", -3.529814759484249),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-4.283586561860629),
("tomorrowuntil <time-of-day>", -5.264415814872355),
("absorption of , after named day<day-of-month> (non ordinal) <named-month>",
-4.165803526204246),
("<time-of-day> popo\322udniu/wieczorem/w nocyintersect by \",\"",
-4.7535901911063645),
("named-dayin <duration>", -5.66988092298052),
("last <day-of-week> <time>year", -5.264415814872355),
("<time-of-day> ranoon <date>", -5.264415814872355),
("named-dayfrom <datetime> - <datetime> (interval)",
-4.283586561860629),
("named-daynext <cycle>", -4.7535901911063645),
("named-dayintersect", -5.264415814872355),
("named-dayfrom <time-of-day> - <time-of-day> (interval)",
-4.976733742420574),
("on <date><time-of-day> rano", -5.66988092298052),
("<time-of-day> popo\322udniu/wieczorem/w nocytomorrow",
-5.66988092298052),
("from <time-of-day> - <time-of-day> (interval)on <date>",
-5.66988092298052),
("at <time-of-day>intersect", -5.264415814872355),
("dayminute", -3.318505665817042),
("intersect by \",\" 2hh:mm", -4.4171179544851515),
("<time-of-day> ranoon a named-day", -5.264415814872355),
("from <hour-of-day> - <hour-of-day> (interval)on <date>",
-5.66988092298052),
("from <datetime> - <datetime> (interval)on <date>",
-5.66988092298052),
("intersectyear", -5.264415814872355),
("on a named-day<time-of-day> rano", -5.66988092298052),
("<ordinal> <cycle> of <time>year", -5.66988092298052),
("minuteday", -2.3556949183079943),
("absorption of , after named dayintersect",
-5.264415814872355),
("named-dayon <date>", -4.060443010546419),
("named-day<time> <part-of-day>", -4.7535901911063645),
("named-dayat <time-of-day>", -5.264415814872355),
("yearhh:mm", -5.66988092298052),
("at <time-of-day>intersect by \",\"", -5.264415814872355),
("absorption of , after named dayintersect by \",\"",
-5.264415814872355),
("tomorrowexactly <time-of-day>", -4.976733742420574),
("at <time-of-day>absorption of , after named day",
-5.264415814872355),
("at <time-of-day>on <date>", -5.66988092298052),
("on <date>year", -4.283586561860629),
("dayweek", -3.7239707739252066),
("<time> <part-of-day>on <date>", -5.264415814872355),
("weekyear", -4.4171179544851515),
("named-day<day-of-month>(ordinal) <named-month>",
-4.976733742420574),
("<ordinal> <cycle> <time>year", -5.264415814872355),
("<time-of-day> popo\322udniu/wieczorem/w nocyintersect by \",\" 2",
-4.7535901911063645),
("tomorrowat <time-of-day>", -5.66988092298052),
("named-daythis <cycle>", -5.264415814872355),
("tomorrow<time> <part-of-day>", -5.66988092298052),
("<time-of-day> popo\322udniu/wieczorem/w nocyintersect",
-4.7535901911063645),
("<named-month> <day-of-month> (ordinal)year",
-5.66988092298052),
("<time-of-day> popo\322udniu/wieczorem/w nocynamed-day",
-4.7535901911063645),
("tomorrow<time-of-day> rano", -5.66988092298052),
("<datetime> - <datetime> (interval)on a named-day",
-5.264415814872355),
("last <cycle> of <time>year", -5.264415814872355),
("<named-month> <day-of-month> (non ordinal)year",
-5.66988092298052),
("<time-of-day> - <time-of-day> (interval)on a named-day",
-5.264415814872355),
("<day-of-month> (non ordinal) <named-month>year",
-5.264415814872355),
("<hour-of-day> - <hour-of-day> (interval)on a named-day",
-5.264415814872355),
("yearminute", -5.66988092298052)],
n = 220},
koData =
ClassData{prior = -0.6669448081659212, unseen = -6.405228458030842,
likelihoods =
HashMap.fromList
[("<ordinal> (as hour)<named-month> <day-of-month> (non ordinal)",
-4.61181472870676),
("<time-of-day> ranoby <time>", -5.304961909266705),
("intersect by \",\"named-month", -4.206349620598596),
("named-daynamed-month", -5.304961909266705),
("hourday", -2.7926562852905903),
("dayhour", -3.107737331930486),
("daymonth", -3.312531744576499),
("monthday", -5.304961909266705),
("monthyear", -4.794136285500715),
("named-month<hour-of-day> <integer> (as relative minutes)",
-5.71042701737487),
("at <time-of-day>intersect by \",\" 2", -5.71042701737487),
("houryear", -3.570360853878599),
("<time> <part-of-day>until <time-of-day>", -5.304961909266705),
("<ordinal> (as hour)intersect", -3.145477659913333),
("monthhour", -4.61181472870676),
("<time> <part-of-day><time> <part-of-day>",
-5.017279836814924),
("hourmonth", -2.0860860843985045),
("mm/ddat <time-of-day>", -5.71042701737487),
("hourhour", -4.794136285500715),
("<time> <part-of-day>by <time>", -5.304961909266705),
("intersectnamed-month", -3.4591352187683744),
("dayyear", -4.457664048879502),
("<time-of-day> ranoby the end of <time>", -5.304961909266705),
("year<hour-of-day> <integer> (as relative minutes)",
-5.304961909266705),
("intersect by \",\" 2named-month", -4.206349620598596),
("monthminute", -5.304961909266705),
("minutemonth", -5.017279836814924),
("named-monthyear", -4.794136285500715),
("absorption of , after named daynamed-month",
-4.324132656254979),
("<time-of-day> popo\322udniu/wieczorem/w nocyintersect by \",\"",
-5.304961909266705),
("after <time-of-day>at <time-of-day>", -5.71042701737487),
("hh:mmby the end of <time>", -5.71042701737487),
("<ordinal> (as hour)named-month", -3.036278367948341),
("daysecond", -5.304961909266705),
("<time> <part-of-day>by the end of <time>",
-5.304961909266705),
("named-month<ordinal> (as hour)", -4.794136285500715),
("<time> <part-of-day><time-of-day> rano", -5.71042701737487),
("named-dayfrom <datetime> - <datetime> (interval)",
-5.71042701737487),
("named-dayintersect", -4.100989104940769),
("named-dayfrom <time-of-day> - <time-of-day> (interval)",
-5.71042701737487),
("<time-of-day> rano<time> <part-of-day>", -5.304961909266705),
("at <time-of-day>intersect", -5.71042701737487),
("dayminute", -5.304961909266705),
("<named-month> <day-of-month> (non ordinal)by <time>",
-5.71042701737487),
("intersecton <date>", -4.324132656254979),
("intersectyear", -3.312531744576499),
("minuteday", -3.7645168683195562),
("absorption of , after named dayintersect",
-4.206349620598596),
("<ordinal> (as hour)year", -5.71042701737487),
("named-dayon <date>", -4.794136285500715),
("hh:mmon <date>", -5.304961909266705),
("absorption of , after named day<ordinal> (as hour)",
-4.206349620598596),
("at <time-of-day>intersect by \",\"", -5.71042701737487),
("<named-month> <day-of-month> (non ordinal)by the end of <time>",
-5.71042701737487),
("tomorrowexactly <time-of-day>", -5.71042701737487),
("hoursecond", -3.8386248404732783),
("named-month<day-of-month> (non ordinal) <named-month>",
-5.304961909266705),
("named-day<ordinal> (as hour)", -5.017279836814924),
("<ordinal> (as hour)named-day", -4.206349620598596),
("named-monthrelative minutes to|till|before <integer> (hour-of-day)",
-5.71042701737487),
("<named-month> <day-of-month> (non ordinal)named-month",
-5.304961909266705),
("intersectintersect", -4.457664048879502),
("hh:mmon a named-day", -5.304961909266705),
("named-monthintersect", -5.71042701737487),
("<time-of-day> popo\322udniu/wieczorem/w nocyintersect by \",\" 2",
-5.304961909266705),
("hh:mmby <time>", -5.71042701737487),
("tomorrowat <time-of-day>", -5.71042701737487),
("minutesecond", -5.304961909266705),
("<time-of-day> popo\322udniu/wieczorem/w nocyintersect",
-5.304961909266705),
("yearminute", -5.304961909266705)],
n = 232}}),
("half after|past <integer> (hour-of-day)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("<ordinal> (as hour)", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("twenty",
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}}),
("20th ordinal",
Classifier{okData =
ClassData{prior = -1.0986122886681098,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -0.40546510810816444,
unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),
("a few",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<ordinal> <cycle> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("daymonth", -1.7047480922384253),
("first ordinalweek (grain)named-month", -1.7047480922384253),
("weekmonth", -1.2992829841302609),
("first ordinalweek (grain)intersect", -1.7047480922384253),
("third ordinalday (grain)named-month", -1.7047480922384253)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("season",
Classifier{okData =
ClassData{prior = -1.0116009116784799, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -0.45198512374305727,
unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [("", 0.0)], n = 7}}),
("year (grain)",
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}}),
("from <datetime> - <datetime> (interval)",
Classifier{okData =
ClassData{prior = -0.7537718023763802,
unseen = -3.4339872044851463,
likelihoods =
HashMap.fromList
[("<time> <part-of-day><integer> (latent time-of-day)",
-2.70805020110221),
("minuteminute", -2.3025850929940455),
("<time> <part-of-day><time> <part-of-day>", -2.70805020110221),
("<time-of-day> rano<time-of-day> rano", -2.70805020110221),
("hh:mmhh:mm", -2.3025850929940455),
("hourhour", -1.455287232606842),
("<time> <part-of-day><time-of-day> rano", -2.70805020110221),
("<time-of-day> rano<time> <part-of-day>", -2.70805020110221),
("<time-of-day> rano<integer> (latent time-of-day)",
-2.70805020110221)],
n = 8},
koData =
ClassData{prior = -0.6359887667199967,
unseen = -3.4965075614664802,
likelihoods =
HashMap.fromList
[("<time> <part-of-day><integer> (latent time-of-day)",
-2.772588722239781),
("houryear", -2.772588722239781),
("minuteminute", -2.367123614131617),
("<time> <part-of-day><time> <part-of-day>",
-2.367123614131617),
("hourhour", -1.8562979903656263),
("minutehour", -2.367123614131617),
("hh:mmintersect", -2.367123614131617),
("<time> <part-of-day>year (latent)", -2.772588722239781),
("<time> <part-of-day><time-of-day> rano", -2.772588722239781),
("hh:mm<integer> (latent time-of-day)", -2.367123614131617)],
n = 9}}),
("from <hour-of-day> - <hour-of-day> (interval)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("minuteminute", -0.6931471805599453),
("hh:mmhh:mm", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("next <cycle>",
Classifier{okData =
ClassData{prior = -6.453852113757118e-2,
unseen = -3.7612001156935624,
likelihoods =
HashMap.fromList
[("week", -1.540445040947149),
("month (grain)", -3.044522437723423),
("year (grain)", -2.639057329615259),
("second", -3.044522437723423),
("week (grain)", -1.540445040947149),
("quarter", -2.3513752571634776), ("year", -2.639057329615259),
("second (grain)", -3.044522437723423),
("month", -3.044522437723423),
("quarter (grain)", -2.3513752571634776)],
n = 15},
koData =
ClassData{prior = -2.772588722239781, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("minute (grain)", -1.9459101490553135),
("minute", -1.9459101490553135)],
n = 1}}),
("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 = -0.40546510810816444,
unseen = -2.772588722239781,
likelihoods =
HashMap.fromList
[("minuteminute", -1.6094379124341003),
("<time-of-day> rano<time-of-day> rano", -2.0149030205422647),
("hh:mmhh:mm", -1.6094379124341003),
("hourhour", -1.6094379124341003),
("<time-of-day> rano<integer> (latent time-of-day)",
-2.0149030205422647)],
n = 4},
koData =
ClassData{prior = -1.0986122886681098,
unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("minutehour", -1.2992829841302609),
("hh:mm<integer> (latent time-of-day)", -1.2992829841302609)],
n = 2}}),
("integer 21..99",
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}}),
("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}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -3.295836866004329,
likelihoods =
HashMap.fromList
[("integer (numeric)", -8.004270767353637e-2),
("one", -2.5649493574615367)],
n = 24}}),
("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}}),
("evening|night",
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}}),
("third ordinal",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.044522437723423,
likelihoods = HashMap.fromList [("", 0.0)], n = 19},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("yesterday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<ordinal> quarter <year>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -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}}),
("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}}),
("intersect by \",\" 2",
Classifier{okData =
ClassData{prior = -0.46430560813109784, unseen = -4.74493212836325,
likelihoods =
HashMap.fromList
[("intersect by \",\"year", -4.04305126783455),
("intersect by \",\" 2intersect", -4.04305126783455),
("dayday", -1.4781019103730135),
("named-dayintersect by \",\"", -3.6375861597263857),
("intersect<named-month> <day-of-month> (non ordinal)",
-3.349904087274605),
("intersect<day-of-month> (non ordinal) <named-month>",
-3.349904087274605),
("dayyear", -2.9444389791664407),
("<named-month> <day-of-month> (non ordinal)intersect",
-4.04305126783455),
("named-day<day-of-month> (non ordinal) <named-month>",
-2.538973871058276),
("named-day<named-month> <day-of-month> (non ordinal)",
-2.6567569067146595),
("intersect by \",\"intersect", -4.04305126783455),
("named-dayintersect", -3.6375861597263857),
("intersect by \",\" 2year", -4.04305126783455),
("named-dayintersect by \",\" 2", -3.6375861597263857),
("dayminute", -2.538973871058276),
("intersectyear", -4.04305126783455),
("minuteday", -2.790288299339182),
("intersectintersect", -4.04305126783455),
("named-day<day-of-month>(ordinal) <named-month>",
-2.538973871058276),
("<named-month> <day-of-month> (non ordinal)year",
-3.6375861597263857)],
n = 44},
koData =
ClassData{prior = -0.9903987040278769,
unseen = -4.3694478524670215,
likelihoods =
HashMap.fromList
[("named-daynamed-month", -2.277267285009756),
("dayhour", -1.5234954826333758),
("daymonth", -2.277267285009756),
("intersectnamed-month", -2.9704144655697013),
("minutemonth", -2.9704144655697013),
("named-dayintersect", -2.159484249353372),
("named-day<ordinal> (as hour)", -2.159484249353372)],
n = 26}}),
("16th ordinal",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("quarter to|till|before <integer> (hour-of-day)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("<ordinal> (as hour)", -1.791759469228055),
("<integer> (latent time-of-day)", -1.791759469228055),
("noon", -1.3862943611198906), ("hour", -0.8754687373538999)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("<integer> (latent time-of-day)",
Classifier{okData =
ClassData{prior = -0.505548566665147, unseen = -3.7376696182833684,
likelihoods =
HashMap.fromList
[("integer (numeric)", -7.598590697792199e-2),
("fifteen", -3.0204248861443626)],
n = 38},
koData =
ClassData{prior = -0.924258901523332, unseen = -3.367295829986474,
likelihoods =
HashMap.fromList
[("integer (numeric)", -0.15415067982725836),
("one", -2.639057329615259), ("fifteen", -2.639057329615259)],
n = 25}}),
("nth <time> of <time>",
Classifier{okData =
ClassData{prior = -0.5596157879354228, unseen = -2.772588722239781,
likelihoods =
HashMap.fromList
[("second ordinalnamed-dayintersect", -2.0149030205422647),
("daymonth", -1.0986122886681098),
("third ordinalnamed-dayintersect", -2.0149030205422647),
("first ordinalnamed-daynamed-month", -2.0149030205422647),
("first ordinalnamed-dayintersect", -2.0149030205422647)],
n = 4},
koData =
ClassData{prior = -0.8472978603872037, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("third ordinalnamed-daynamed-month", -1.8718021769015913),
("daymonth", -1.1786549963416462),
("second ordinalnamed-daynamed-month", -1.8718021769015913),
("first ordinalnamed-daynamed-month", -1.8718021769015913)],
n = 3}}),
("named-month",
Classifier{okData =
ClassData{prior = 0.0, unseen = -4.51085950651685,
likelihoods = HashMap.fromList [("", 0.0)], n = 89},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("18th ordinal",
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}}),
("week (grain)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.784189633918261,
likelihoods = HashMap.fromList [("", 0.0)], n = 42},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("fifth ordinal",
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}}),
("valentine's day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("last <day-of-week> <time>",
Classifier{okData =
ClassData{prior = -0.15415067982725836,
unseen = -2.9444389791664407,
likelihoods =
HashMap.fromList
[("named-daynamed-month", -1.791759469228055),
("daymonth", -0.9444616088408514),
("named-dayintersect", -1.791759469228055),
("named-dayon <date>", -1.791759469228055)],
n = 6},
koData =
ClassData{prior = -1.9459101490553135,
unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("named-dayin <duration>", -1.3862943611198906),
("dayminute", -1.3862943611198906)],
n = 1}}),
("now",
Classifier{okData =
ClassData{prior = -0.5108256237659907,
unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -0.916290731874155, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),
("<unit-of-duration> as a duration",
Classifier{okData =
ClassData{prior = -2.3608540011180215,
unseen = -3.8501476017100584,
likelihoods =
HashMap.fromList
[("week", -1.6314168191528755),
("hour (grain)", -2.7300291078209855),
("second", -2.4423470353692043),
("week (grain)", -1.6314168191528755),
("day", -3.1354942159291497),
("minute (grain)", -3.1354942159291497),
("second (grain)", -2.4423470353692043),
("hour", -2.7300291078209855), ("minute", -3.1354942159291497),
("day (grain)", -3.1354942159291497)],
n = 15},
koData =
ClassData{prior = -9.909090264423089e-2,
unseen = -5.720311776607412,
likelihoods =
HashMap.fromList
[("week", -2.161679639916808),
("month (grain)", -3.2321210516182215),
("hour (grain)", -2.7212954278522306),
("year (grain)", -2.8838143573500057),
("second", -2.8838143573500057),
("week (grain)", -2.161679639916808),
("day", -2.498151876538021), ("quarter", -3.5198031240700023),
("minute (grain)", -2.8838143573500057),
("year", -2.8838143573500057),
("second (grain)", -2.8838143573500057),
("hour", -2.7212954278522306), ("month", -3.2321210516182215),
("quarter (grain)", -3.5198031240700023),
("minute", -2.8838143573500057),
("day (grain)", -2.498151876538021)],
n = 144}}),
("this <part-of-day>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("on <date>", -1.5040773967762742),
("evening|night", -1.0986122886681098),
("hour", -0.8109302162163288)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("christmas 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}}),
("<day-of-month>(ordinal) <named-month>",
Classifier{okData =
ClassData{prior = -0.19671029424605427,
unseen = -4.007333185232471,
likelihoods =
HashMap.fromList
[("third ordinalnamed-month", -3.295836866004329),
("8th ordinalnamed-month", -2.890371757896165),
("first ordinalnamed-month", -2.890371757896165),
("15th ordinalnamed-month", -2.890371757896165),
("ordinal (digits)named-month", -1.2163953243244932),
("month", -0.8109302162163288),
("13th ordinalnamed-month", -3.295836866004329)],
n = 23},
koData =
ClassData{prior = -1.7227665977411035,
unseen = -2.9444389791664407,
likelihoods =
HashMap.fromList
[("14th ordinalnamed-month", -1.791759469228055),
("ordinal (digits)named-month", -1.5040773967762742),
("month", -1.0986122886681098)],
n = 5}}),
("<duration> hence",
Classifier{okData =
ClassData{prior = -0.40546510810816444,
unseen = -3.295836866004329,
likelihoods =
HashMap.fromList
[("week", -1.3121863889661687),
("<unit-of-duration> as a duration", -1.8718021769015913),
("day", -2.159484249353372), ("year", -2.5649493574615367),
("<integer> <unit-of-duration>", -1.1786549963416462),
("month", -2.5649493574615367)],
n = 10},
koData =
ClassData{prior = -1.0986122886681098, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("week", -2.0794415416798357),
("<unit-of-duration> as a duration", -0.9808292530117262),
("day", -1.6739764335716716), ("year", -2.0794415416798357),
("month", -2.0794415416798357)],
n = 5}}),
("numbers prefix with -, negative or minus",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -2.5649493574615367,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 11}}),
("new year's eve",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("tomorrow",
Classifier{okData =
ClassData{prior = -0.2876820724517809,
unseen = -2.3978952727983707,
likelihoods = HashMap.fromList [("", 0.0)], n = 9},
koData =
ClassData{prior = -1.3862943611198906,
unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("<cycle> after <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("day (grain)tomorrow", -0.6931471805599453),
("dayday", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Mother's Day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("half to|till|before <integer> (hour-of-day)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("<ordinal> (as hour)", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("<time> after next",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("named-month", -1.3862943611198906),
("day", -1.3862943611198906),
("named-day", -1.3862943611198906),
("month", -1.3862943611198906)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("two",
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}}),
("by <time>",
Classifier{okData =
ClassData{prior = -infinity, unseen = -2.5649493574615367,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -3.6635616461296463,
likelihoods =
HashMap.fromList
[("<time> <part-of-day>", -2.9444389791664407),
("<ordinal> (as hour)", -2.538973871058276),
("year (latent)", -2.9444389791664407),
("<integer> (latent time-of-day)", -2.0281482472922856),
("day", -2.538973871058276), ("year", -2.9444389791664407),
("hh:mm", -2.9444389791664407),
("<day-of-month> (ordinal)", -2.538973871058276),
("noon", -2.9444389791664407),
("<time-of-day> rano", -2.9444389791664407),
("hour", -1.3350010667323402), ("minute", -2.9444389791664407)],
n = 13}}),
("seventh ordinal",
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}}),
("half an hour",
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}}),
("one",
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}}),
("afternoon",
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}}),
("<duration> from now",
Classifier{okData =
ClassData{prior = -0.40546510810816444, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("second", -1.9459101490553135),
("<unit-of-duration> as a duration", -1.540445040947149),
("day", -1.9459101490553135), ("year", -1.9459101490553135),
("<integer> <unit-of-duration>", -1.540445040947149),
("minute", -1.9459101490553135)],
n = 4},
koData =
ClassData{prior = -1.0986122886681098,
unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("<unit-of-duration> as a duration", -1.2039728043259361),
("year", -1.6094379124341003), ("minute", -1.6094379124341003)],
n = 2}}),
("this <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.8066624897703196,
likelihoods =
HashMap.fromList
[("week", -1.5869650565820417),
("year (grain)", -1.9924301646902063),
("week (grain)", -1.5869650565820417),
("day", -2.6855773452501515), ("quarter", -2.3978952727983707),
("year", -1.9924301646902063),
("quarter (grain)", -2.3978952727983707),
("day (grain)", -2.6855773452501515)],
n = 18},
koData =
ClassData{prior = -infinity, unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [], n = 0}}),
("minute (grain)",
Classifier{okData =
ClassData{prior = -0.3483066942682157, unseen = -2.639057329615259,
likelihoods = HashMap.fromList [("", 0.0)], n = 12},
koData =
ClassData{prior = -1.2237754316221157,
unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5}}),
("last <cycle> <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.367295829986474,
likelihoods =
HashMap.fromList
[("daymonth", -1.540445040947149),
("week (grain)named-month", -2.639057329615259),
("day (grain)intersect", -2.2335922215070942),
("day (grain)on <date>", -2.2335922215070942),
("weekmonth", -1.540445040947149),
("day (grain)named-month", -2.639057329615259),
("week (grain)intersect", -2.2335922215070942),
("week (grain)on <date>", -2.2335922215070942)],
n = 10},
koData =
ClassData{prior = -infinity, unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [], n = 0}}),
("about <time-of-day>",
Classifier{okData =
ClassData{prior = -0.11778303565638351,
unseen = -3.1780538303479458,
likelihoods =
HashMap.fromList
[("at <time-of-day>", -2.4423470353692043),
("<ordinal> (as hour)", -1.5260563034950494),
("<integer> (latent time-of-day)", -2.03688192726104),
("hour", -0.9382696385929302),
("<time-of-day> popo\322udniu/wieczorem/w nocy",
-2.4423470353692043)],
n = 8},
koData =
ClassData{prior = -2.1972245773362196,
unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("relative minutes after|past <integer> (hour-of-day)",
-1.5040773967762742),
("minute", -1.5040773967762742)],
n = 1}}),
("year",
Classifier{okData =
ClassData{prior = -0.14842000511827333,
unseen = -3.295836866004329,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 25},
koData =
ClassData{prior = -1.9810014688665833, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 4}}),
("last <day-of-week> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("named-daynamed-month", -1.252762968495368),
("daymonth", -0.8472978603872037),
("named-dayintersect", -1.252762968495368)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("<integer> <unit-of-duration>",
Classifier{okData =
ClassData{prior = -0.7404000654104909, unseen = -4.59511985013459,
likelihoods =
HashMap.fromList
[("week", -2.2823823856765264),
("threemonth (grain)", -3.4863551900024623),
("fifteenminute (grain)", -3.891820298110627),
("a fewhour (grain)", -3.891820298110627),
("integer (numeric)day (grain)", -2.793208009442517),
("twoweek (grain)", -3.891820298110627),
("fiveday (grain)", -3.891820298110627),
("oneweek (grain)", -3.1986731175506815),
("oneminute (grain)", -3.891820298110627),
("integer (numeric)year (grain)", -3.891820298110627),
("day", -2.505525936990736), ("year", -3.1986731175506815),
("integer (numeric)week (grain)", -3.1986731175506815),
("oneday (grain)", -3.891820298110627),
("hour", -3.1986731175506815), ("month", -3.4863551900024623),
("threeweek (grain)", -3.4863551900024623),
("integer (numeric)minute (grain)", -2.793208009442517),
("minute", -2.505525936990736),
("integer (numeric)hour (grain)", -3.4863551900024623),
("twoyear (grain)", -3.4863551900024623)],
n = 31},
koData =
ClassData{prior = -0.6480267452794757, unseen = -4.653960350157523,
likelihoods =
HashMap.fromList
[("week", -2.8526314299133175),
("threemonth (grain)", -3.951243718581427),
("threehour (grain)", -3.951243718581427),
("integer (numeric)day (grain)", -3.258096538021482),
("twoweek (grain)", -3.951243718581427),
("twominute (grain)", -3.951243718581427),
("second", -2.6984807500860595),
("threeday (grain)", -3.951243718581427),
("threeyear (grain)", -3.951243718581427),
("integer (numeric)second (grain)", -3.0349529867072724),
("twomonth (grain)", -3.951243718581427),
("onehour (grain)", -3.951243718581427),
("integer (numeric)year (grain)", -3.545778610473263),
("threesecond (grain)", -3.951243718581427),
("day", -2.6984807500860595), ("year", -3.0349529867072724),
("threeminute (grain)", -3.951243718581427),
("integer (numeric)week (grain)", -3.258096538021482),
("twoday (grain)", -3.951243718581427),
("hour", -2.6984807500860595), ("month", -3.258096538021482),
("threeweek (grain)", -3.951243718581427),
("integer (numeric)minute (grain)", -3.545778610473263),
("a fewday (grain)", -3.951243718581427),
("integer (numeric)month (grain)", -3.951243718581427),
("minute", -3.0349529867072724),
("twosecond (grain)", -3.951243718581427),
("integer (numeric)hour (grain)", -3.258096538021482),
("fifteenhour (grain)", -3.951243718581427),
("twoyear (grain)", -3.951243718581427)],
n = 34}}),
("19th ordinal",
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}}),
("thanksgiving 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}}),
("<duration> after <time>",
Classifier{okData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("dayday", -0.6931471805599453),
("<unit-of-duration> as a durationtomorrow",
-0.6931471805599453)],
n = 1}}),
("relative minutes after|past <integer> (hour-of-day)",
Classifier{okData =
ClassData{prior = -0.5108256237659907,
unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("integer (numeric)<integer> (latent time-of-day)",
-1.7047480922384253),
("fifteen<ordinal> (as hour)", -1.7047480922384253),
("hour", -1.0116009116784799),
("integer (numeric)<ordinal> (as hour)", -1.7047480922384253)],
n = 3},
koData =
ClassData{prior = -0.916290731874155, unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("integer (numeric)noon", -1.0986122886681098),
("hour", -1.0986122886681098)],
n = 2}}),
("intersect by \",\"",
Classifier{okData =
ClassData{prior = -0.46430560813109784, unseen = -4.74493212836325,
likelihoods =
HashMap.fromList
[("intersect by \",\"year", -4.04305126783455),
("intersect by \",\" 2intersect", -4.04305126783455),
("dayday", -1.4781019103730135),
("named-dayintersect by \",\"", -3.6375861597263857),
("intersect<named-month> <day-of-month> (non ordinal)",
-3.349904087274605),
("intersect<day-of-month> (non ordinal) <named-month>",
-3.349904087274605),
("dayyear", -2.9444389791664407),
("<named-month> <day-of-month> (non ordinal)intersect",
-4.04305126783455),
("named-day<day-of-month> (non ordinal) <named-month>",
-2.538973871058276),
("named-day<named-month> <day-of-month> (non ordinal)",
-2.6567569067146595),
("intersect by \",\"intersect", -4.04305126783455),
("named-dayintersect", -3.6375861597263857),
("intersect by \",\" 2year", -4.04305126783455),
("named-dayintersect by \",\" 2", -3.6375861597263857),
("dayminute", -2.538973871058276),
("intersectyear", -4.04305126783455),
("minuteday", -2.790288299339182),
("intersectintersect", -4.04305126783455),
("named-day<day-of-month>(ordinal) <named-month>",
-2.538973871058276),
("<named-month> <day-of-month> (non ordinal)year",
-3.6375861597263857)],
n = 44},
koData =
ClassData{prior = -0.9903987040278769,
unseen = -4.3694478524670215,
likelihoods =
HashMap.fromList
[("named-daynamed-month", -2.277267285009756),
("dayhour", -1.5234954826333758),
("daymonth", -2.277267285009756),
("intersectnamed-month", -2.9704144655697013),
("minutemonth", -2.9704144655697013),
("named-dayintersect", -2.159484249353372),
("named-day<ordinal> (as hour)", -2.159484249353372)],
n = 26}}),
("hh:mm",
Classifier{okData =
ClassData{prior = -4.652001563489282e-2,
unseen = -3.1354942159291497,
likelihoods = HashMap.fromList [("", 0.0)], n = 21},
koData =
ClassData{prior = -3.0910424533583156,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("quarter after|past <integer> (hour-of-day)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("<integer> (latent time-of-day)", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("14th ordinal",
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}}),
("21-29th ordinal",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("second ordinal", -0.6931471805599453),
("first ordinal", -0.6931471805599453)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("named-day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -4.584967478670572,
likelihoods = HashMap.fromList [("", 0.0)], n = 96},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<duration> before <time>",
Classifier{okData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("dayday", -0.6931471805599453),
("<unit-of-duration> as a durationyesterday",
-0.6931471805599453)],
n = 1}}),
("second (grain)",
Classifier{okData =
ClassData{prior = -0.9985288301111273,
unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [("", 0.0)], n = 7},
koData =
ClassData{prior = -0.4595323293784402, unseen = -2.639057329615259,
likelihoods = HashMap.fromList [("", 0.0)], n = 12}}),
("13th ordinal",
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 = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("named-daylast <cycle>", -0.6931471805599453),
("dayweek", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("<duration> ago",
Classifier{okData =
ClassData{prior = -0.40546510810816444,
unseen = -3.295836866004329,
likelihoods =
HashMap.fromList
[("week", -1.3121863889661687),
("<unit-of-duration> as a duration", -1.8718021769015913),
("day", -2.159484249353372), ("year", -2.5649493574615367),
("<integer> <unit-of-duration>", -1.1786549963416462),
("month", -2.5649493574615367)],
n = 10},
koData =
ClassData{prior = -1.0986122886681098, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("week", -2.0794415416798357),
("<unit-of-duration> as a duration", -0.9808292530117262),
("day", -1.6739764335716716), ("year", -2.0794415416798357),
("month", -2.0794415416798357)],
n = 5}}),
("last <time>",
Classifier{okData =
ClassData{prior = -1.6094379124341003, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("day", -1.1631508098056809),
("named-day", -1.1631508098056809)],
n = 4},
koData =
ClassData{prior = -0.2231435513142097, unseen = -3.713572066704308,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clock", -2.5902671654458267),
("intersect", -2.3025850929940455),
("year (latent)", -2.0794415416798357),
("<integer> (latent time-of-day)", -2.0794415416798357),
("day", -1.742969305058623), ("year", -2.0794415416798357),
("named-day", -2.3025850929940455),
("hour", -1.742969305058623)],
n = 16}}),
("sixth ordinal",
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 = -infinity, unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -3.367295829986474,
likelihoods =
HashMap.fromList
[("11th ordinal", -2.2335922215070942),
("8th ordinal", -2.639057329615259),
("third ordinal", -2.2335922215070942),
("16th ordinal", -2.639057329615259),
("second ordinal", -1.7227665977411035),
("ordinal (digits)", -2.2335922215070942),
("10th ordinal", -1.7227665977411035),
("9th ordinal", -1.7227665977411035)],
n = 20}}),
("noon",
Classifier{okData =
ClassData{prior = -1.791759469228055, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -0.1823215567939546,
unseen = -2.4849066497880004,
likelihoods = HashMap.fromList [("", 0.0)], n = 10}}),
("until <time-of-day>",
Classifier{okData =
ClassData{prior = -1.0986122886681098,
unseen = -3.6375861597263857,
likelihoods =
HashMap.fromList
[("<time> <part-of-day>", -2.2246235515243336),
("<ordinal> (as hour)", -2.512305623976115),
("<integer> (latent time-of-day)", -2.512305623976115),
("<time-of-day> rano", -2.512305623976115),
("hour", -1.213022639845854),
("<time-of-day> popo\322udniu/wieczorem/w nocy",
-2.917770732084279)],
n = 10},
koData =
ClassData{prior = -0.40546510810816444,
unseen = -4.060443010546419,
likelihoods =
HashMap.fromList
[("<time> <part-of-day>", -2.2512917986064953),
("<ordinal> (as hour)", -2.9444389791664407),
("year (latent)", -2.6567569067146595),
("yesterday", -3.349904087274605),
("<integer> (latent time-of-day)", -3.349904087274605),
("day", -2.9444389791664407), ("year", -2.6567569067146595),
("hh:mm", -3.349904087274605),
("<day-of-month> (ordinal)", -3.349904087274605),
("noon", -2.9444389791664407),
("<time-of-day> rano", -3.349904087274605),
("hour", -1.3350010667323402),
("<datetime> - <datetime> (interval)", -3.349904087274605),
("<time-of-day> - <time-of-day> (interval)",
-3.349904087274605),
("<hour-of-day> - <hour-of-day> (interval)",
-3.349904087274605),
("minute", -3.349904087274605)],
n = 20}}),
("<integer> and an half hours",
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}}),
("<time-of-day> rano",
Classifier{okData =
ClassData{prior = -0.10008345855698253,
unseen = -3.828641396489095,
likelihoods =
HashMap.fromList
[("at <time-of-day>", -2.0149030205422647),
("<ordinal> (as hour)", -2.70805020110221),
("<integer> (latent time-of-day)", -1.5040773967762742),
("hh:mm", -3.1135153092103742),
("until <time-of-day>", -2.70805020110221),
("hour", -0.8622235106038793), ("minute", -3.1135153092103742)],
n = 19},
koData =
ClassData{prior = -2.3513752571634776,
unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("<integer> (latent time-of-day)", -1.7047480922384253),
("until <time-of-day>", -1.7047480922384253),
("hour", -1.2992829841302609)],
n = 2}}),
("after <duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("day", -0.6931471805599453),
("<integer> <unit-of-duration>", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("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 = -3.2188758248682006,
likelihoods =
HashMap.fromList
[("named-month", -2.4849066497880004),
("day", -0.8754687373538999),
("named-day", -0.8754687373538999),
("month", -2.4849066497880004)],
n = 10},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("last <cycle>",
Classifier{okData =
ClassData{prior = -0.2876820724517809,
unseen = -3.4965075614664802,
likelihoods =
HashMap.fromList
[("week", -1.6739764335716716),
("month (grain)", -1.6739764335716716),
("year (grain)", -2.367123614131617),
("week (grain)", -1.6739764335716716),
("year", -2.367123614131617), ("month", -1.6739764335716716)],
n = 12},
koData =
ClassData{prior = -1.3862943611198906, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("week", -1.6739764335716716),
("week (grain)", -1.6739764335716716),
("day", -1.6739764335716716),
("day (grain)", -1.6739764335716716)],
n = 4}}),
("christmas",
Classifier{okData =
ClassData{prior = -0.40546510810816444,
unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -1.0986122886681098,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("next n <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.912023005428146,
likelihoods =
HashMap.fromList
[("week", -2.793208009442517),
("threemonth (grain)", -3.1986731175506815),
("threehour (grain)", -3.1986731175506815),
("integer (numeric)day (grain)", -3.1986731175506815),
("second", -2.793208009442517),
("threeday (grain)", -3.1986731175506815),
("threeyear (grain)", -3.1986731175506815),
("integer (numeric)second (grain)", -3.1986731175506815),
("integer (numeric)year (grain)", -3.1986731175506815),
("threesecond (grain)", -3.1986731175506815),
("day", -2.505525936990736), ("year", -2.793208009442517),
("threeminute (grain)", -3.1986731175506815),
("integer (numeric)week (grain)", -3.1986731175506815),
("hour", -2.793208009442517), ("month", -3.1986731175506815),
("threeweek (grain)", -3.1986731175506815),
("integer (numeric)minute (grain)", -3.1986731175506815),
("a fewday (grain)", -3.1986731175506815),
("minute", -2.793208009442517),
("integer (numeric)hour (grain)", -3.1986731175506815)],
n = 14},
koData =
ClassData{prior = -infinity, unseen = -3.0910424533583156,
likelihoods = HashMap.fromList [], n = 0}}),
("15th ordinal",
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}}),
("halloween day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("by the end of <time>",
Classifier{okData =
ClassData{prior = -infinity, unseen = -2.5649493574615367,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -3.6635616461296463,
likelihoods =
HashMap.fromList
[("<time> <part-of-day>", -2.9444389791664407),
("<ordinal> (as hour)", -2.538973871058276),
("year (latent)", -2.9444389791664407),
("<integer> (latent time-of-day)", -2.0281482472922856),
("day", -2.538973871058276), ("year", -2.9444389791664407),
("hh:mm", -2.9444389791664407),
("<day-of-month> (ordinal)", -2.538973871058276),
("noon", -2.9444389791664407),
("<time-of-day> rano", -2.9444389791664407),
("hour", -1.3350010667323402), ("minute", -2.9444389791664407)],
n = 13}}),
("in <duration>",
Classifier{okData =
ClassData{prior = -0.2231435513142097, unseen = -4.0943445622221,
likelihoods =
HashMap.fromList
[("week", -2.691243082785829),
("number.number hours", -3.3843902633457743),
("second", -2.9789251552376097),
("<unit-of-duration> as a duration", -1.9980959022258835),
("day", -2.9789251552376097),
("half an hour", -3.3843902633457743),
("<integer> <unit-of-duration>", -1.5125880864441827),
("<integer> and an half hours", -3.3843902633457743),
("hour", -2.2857779746776643), ("minute", -1.5125880864441827),
("about <duration>", -2.9789251552376097)],
n = 24},
koData =
ClassData{prior = -1.6094379124341003,
unseen = -3.1780538303479458,
likelihoods =
HashMap.fromList
[("week", -1.749199854809259), ("second", -2.03688192726104),
("<unit-of-duration> as a duration", -1.5260563034950494),
("<integer> <unit-of-duration>", -2.03688192726104),
("minute", -2.4423470353692043)],
n = 6}}),
("<datetime> - <datetime> (interval)",
Classifier{okData =
ClassData{prior = -1.6739764335716716,
unseen = -3.4657359027997265,
likelihoods =
HashMap.fromList
[("minuteminute", -1.824549292051046),
("hh:mmhh:mm", -1.824549292051046),
("dayday", -2.3353749158170367),
("<named-month> <day-of-month> (non ordinal)<named-month> <day-of-month> (non ordinal)",
-2.3353749158170367)],
n = 6},
koData =
ClassData{prior = -0.2076393647782445, unseen = -4.276666119016055,
likelihoods =
HashMap.fromList
[("daymonth", -3.164067588373206),
("about <time-of-day>noon", -3.56953269648137),
("minuteminute", -2.4709204078132605),
("<time> <part-of-day><time> <part-of-day>",
-2.8763855159214247),
("<time-of-day> rano<time-of-day> rano", -3.56953269648137),
("until <time-of-day>noon", -3.56953269648137),
("hh:mmhh:mm", -3.56953269648137),
("hourhour", -1.3723081191451507),
("year<hour-of-day> <integer> (as relative minutes)",
-3.164067588373206),
("after <time-of-day>noon", -3.164067588373206),
("hh:mmintersect", -2.653241964607215),
("<time> <part-of-day><time-of-day> rano", -3.164067588373206),
("at <time-of-day>noon", -3.56953269648137),
("<time-of-day> rano<time> <part-of-day>", -3.56953269648137),
("<ordinal> (as hour)noon", -2.4709204078132605),
("<named-month> <day-of-month> (non ordinal)named-month",
-3.164067588373206),
("yearminute", -3.164067588373206)],
n = 26}}),
("second ordinal",
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}}),
("<time-of-day> popo\322udniu/wieczorem/w nocy",
Classifier{okData =
ClassData{prior = -1.5037877364540559e-2,
unseen = -4.962844630259907,
likelihoods =
HashMap.fromList
[("exactly <time-of-day>", -4.2626798770413155),
("at <time-of-day>", -2.4709204078132605),
("<ordinal> (as hour)", -1.5218398531161146),
("<integer> (latent time-of-day)", -2.01138807843482),
("about <time-of-day>", -4.2626798770413155),
("hh:mm", -3.857214768933151),
("until <time-of-day>", -4.2626798770413155),
("hour", -0.812692331209728), ("minute", -3.3463891451671604),
("after <time-of-day>", -3.857214768933151)],
n = 66},
koData =
ClassData{prior = -4.204692619390966, unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("at <time-of-day>", -1.791759469228055),
("hour", -1.791759469228055)],
n = 1}}),
("fifteen",
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}}),
("<time-of-day> - <time-of-day> (interval)",
Classifier{okData =
ClassData{prior = -1.749199854809259, unseen = -3.0910424533583156,
likelihoods =
HashMap.fromList
[("minuteminute", -1.4350845252893227),
("hh:mmhh:mm", -1.4350845252893227)],
n = 4},
koData =
ClassData{prior = -0.19105523676270922,
unseen = -3.951243718581427,
likelihoods =
HashMap.fromList
[("about <time-of-day>noon", -3.2386784521643803),
("relative minutes to|till|before <integer> (hour-of-day)<integer> (latent time-of-day)",
-3.2386784521643803),
("minuteminute", -3.2386784521643803),
("<time-of-day> rano<time-of-day> rano", -3.2386784521643803),
("until <time-of-day>noon", -3.2386784521643803),
("hh:mmhh:mm", -3.2386784521643803),
("hourhour", -1.3668762752627892),
("minutehour", -1.9859154836690123),
("after <time-of-day>noon", -2.833213344056216),
("at <time-of-day>noon", -3.2386784521643803),
("<ordinal> (as hour)noon", -2.1400661634962708),
("<time-of-day> rano<integer> (latent time-of-day)",
-3.2386784521643803),
("hh:mm<integer> (latent time-of-day)", -2.1400661634962708)],
n = 19}}),
("<hour-of-day> - <hour-of-day> (interval)",
Classifier{okData =
ClassData{prior = -1.6094379124341003, unseen = -2.995732273553991,
likelihoods =
HashMap.fromList
[("minuteminute", -1.3350010667323402),
("hh:mmhh:mm", -1.3350010667323402)],
n = 4},
koData =
ClassData{prior = -0.2231435513142097, unseen = -3.784189633918261,
likelihoods =
HashMap.fromList
[("about <time-of-day>noon", -3.068052935133617),
("minuteminute", -3.068052935133617),
("<time-of-day> rano<time-of-day> rano", -3.068052935133617),
("until <time-of-day>noon", -3.068052935133617),
("hh:mmhh:mm", -3.068052935133617),
("hourhour", -0.9886113934537812),
("after <time-of-day>noon", -2.662587827025453),
("at <time-of-day>noon", -3.068052935133617),
("<ordinal> (as hour)noon", -1.9694406464655074),
("<integer> (latent time-of-day)noon", -2.662587827025453),
("<integer> (latent time-of-day)<ordinal> (as hour)",
-2.662587827025453)],
n = 16}}),
("last n <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.9889840465642745,
likelihoods =
HashMap.fromList
[("week", -2.583997552432231),
("integer (numeric)day (grain)", -2.871679624884012),
("twoweek (grain)", -3.2771447329921766),
("twominute (grain)", -3.2771447329921766),
("second", -2.871679624884012),
("integer (numeric)second (grain)", -3.2771447329921766),
("twomonth (grain)", -3.2771447329921766),
("onehour (grain)", -3.2771447329921766),
("integer (numeric)year (grain)", -3.2771447329921766),
("day", -2.583997552432231), ("year", -2.871679624884012),
("integer (numeric)week (grain)", -2.871679624884012),
("twoday (grain)", -3.2771447329921766),
("hour", -2.871679624884012), ("month", -2.871679624884012),
("integer (numeric)minute (grain)", -3.2771447329921766),
("integer (numeric)month (grain)", -3.2771447329921766),
("minute", -2.871679624884012),
("twosecond (grain)", -3.2771447329921766),
("integer (numeric)hour (grain)", -3.2771447329921766),
("twoyear (grain)", -3.2771447329921766)],
n = 16},
koData =
ClassData{prior = -infinity, unseen = -3.0910424533583156,
likelihoods = HashMap.fromList [], n = 0}}),
("<named-month> <day-of-month> (non ordinal)",
Classifier{okData =
ClassData{prior = -0.3364722366212129,
unseen = -3.7612001156935624,
likelihoods =
HashMap.fromList
[("named-monthinteger (numeric)", -0.6931471805599453),
("month", -0.6931471805599453)],
n = 20},
koData =
ClassData{prior = -1.252762968495368, unseen = -2.9444389791664407,
likelihoods =
HashMap.fromList
[("named-monthinteger (numeric)", -0.6931471805599453),
("month", -0.6931471805599453)],
n = 8}}),
("<day-of-month> (non ordinal) <named-month>",
Classifier{okData =
ClassData{prior = -0.1431008436406733, unseen = -3.367295829986474,
likelihoods =
HashMap.fromList
[("integer (numeric)named-month", -0.6931471805599453),
("month", -0.6931471805599453)],
n = 13},
koData =
ClassData{prior = -2.0149030205422647,
unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("integer (numeric)named-month", -0.6931471805599453),
("month", -0.6931471805599453)],
n = 2}}),
("this|next <day-of-week>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.044522437723423,
likelihoods =
HashMap.fromList
[("day", -0.6931471805599453),
("named-day", -0.6931471805599453)],
n = 9},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("three",
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}}),
("ordinal (digits)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.4011973816621555,
likelihoods = HashMap.fromList [("", 0.0)], n = 28},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("quarter (grain)",
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}}),
("last <cycle> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("daymonth", -1.540445040947149),
("week (grain)named-month", -1.9459101490553135),
("day (grain)intersect", -1.9459101490553135),
("weekmonth", -1.540445040947149),
("day (grain)named-month", -1.9459101490553135),
("week (grain)intersect", -1.9459101490553135)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0}}),
("<day-of-month>(ordinal) <named-month> year",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.9444389791664407,
likelihoods =
HashMap.fromList
[("14th ordinalnamed-month", -1.791759469228055),
("third ordinalnamed-month", -2.1972245773362196),
("ordinal (digits)named-month", -1.2809338454620642),
("month", -0.8109302162163288)],
n = 7},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("morning",
Classifier{okData =
ClassData{prior = -0.6190392084062235,
unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [("", 0.0)], n = 7},
koData =
ClassData{prior = -0.7731898882334817,
unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6}}),
("relative minutes to|till|before <integer> (hour-of-day)",
Classifier{okData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("integer (numeric)<integer> (latent time-of-day)",
-0.6931471805599453),
("hour", -0.6931471805599453)],
n = 2}}),
("week-end",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("10th ordinal",
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}}),
("after <time-of-day>",
Classifier{okData =
ClassData{prior = -1.4403615823901665,
unseen = -3.4657359027997265,
likelihoods =
HashMap.fromList
[("<time> <part-of-day>", -2.3353749158170367),
("<ordinal> (as hour)", -2.3353749158170367),
("afternoon", -2.0476928433652555),
("hour", -1.1314021114911006),
("<time-of-day> popo\322udniu/wieczorem/w nocy",
-2.3353749158170367)],
n = 9},
koData =
ClassData{prior = -0.2702903297399117, unseen = -4.276666119016055,
likelihoods =
HashMap.fromList
[("<time> <part-of-day>", -3.164067588373206),
("<ordinal> (as hour)", -2.8763855159214247),
("intersect", -3.56953269648137),
("tomorrow", -2.653241964607215), ("day", -2.316769727986002),
("afternoon", -2.653241964607215),
("<day-of-month> (ordinal)", -3.164067588373206),
("noon", -2.1832383353614793), ("hour", -1.08462604669337),
("<datetime> - <datetime> (interval)", -3.164067588373206),
("<time-of-day> - <time-of-day> (interval)",
-3.164067588373206),
("<hour-of-day> - <hour-of-day> (interval)",
-3.164067588373206)],
n = 29}}),
("day (grain)",
Classifier{okData =
ClassData{prior = -0.12783337150988489,
unseen = -3.1780538303479458,
likelihoods = HashMap.fromList [("", 0.0)], n = 22},
koData =
ClassData{prior = -2.120263536200091, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("9th ordinal",
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}}),
("first ordinal",
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}}),
("<month> dd-dd (interval)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("named-month", -0.6931471805599453),
("month", -0.6931471805599453)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("about <duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("half an hour", -0.6931471805599453),
("minute", -0.6931471805599453)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("day-after-tomorrow (single-word)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<hour-of-day> <integer> (as relative minutes)",
Classifier{okData =
ClassData{prior = -1.0986122886681098,
unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("<ordinal> (as hour)twenty", -1.3862943611198906),
("hour", -0.9808292530117262),
("<ordinal> (as hour)fifteen", -1.3862943611198906)],
n = 2},
koData =
ClassData{prior = -0.40546510810816444,
unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("<integer> (latent time-of-day)integer (numeric)",
-0.8754687373538999),
("hour", -0.8754687373538999)],
n = 4}}),
("23rd ordinal no space",
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}}),
("this <time>",
Classifier{okData =
ClassData{prior = -0.6286086594223742,
unseen = -3.7612001156935624,
likelihoods =
HashMap.fromList
[("on <date>", -3.044522437723423),
("season", -2.128231705849268),
("evening|night", -3.044522437723423),
("day", -1.252762968495368), ("named-day", -1.6582280766035324),
("hour", -1.9459101490553135),
("week-end", -2.3513752571634776)],
n = 16},
koData =
ClassData{prior = -0.7621400520468967,
unseen = -3.6635616461296463,
likelihoods =
HashMap.fromList
[("on <date>", -2.9444389791664407),
("evening|night", -2.9444389791664407),
("named-month", -1.2396908869280152),
("day", -2.538973871058276), ("hour", -2.538973871058276),
("month", -1.2396908869280152),
("<named-month> <day-of-month> (non ordinal)",
-2.538973871058276)],
n = 14}}),
("<named-month> <day-of-month> (ordinal)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("named-monthfirst ordinal", -1.791759469228055),
("named-month15th ordinal", -1.791759469228055),
("month", -0.8754687373538999),
("named-monthordinal (digits)", -1.3862943611198906)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("within <duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("week", -0.6931471805599453),
("<integer> <unit-of-duration>", -0.6931471805599453)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}})]
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