Duckling/Ranking/Classifiers/AR_EG.hs (1,954 lines of code) (raw):
-- Copyright (c) 2016-present, Facebook, Inc.
-- All rights reserved.
--
-- This source code is licensed under the BSD-style license found in the
-- LICENSE file in the root directory of this source tree. An additional grant
-- of patent rights can be found in the PATENTS file in the same directory.
-----------------------------------------------------------------
-- Auto-generated by regenClassifiers
--
-- DO NOT EDIT UNLESS YOU ARE SURE THAT YOU KNOW WHAT YOU ARE DOING
-- @generated
-----------------------------------------------------------------
{-# LANGUAGE OverloadedStrings #-}
module Duckling.Ranking.Classifiers.AR_EG (classifiers) where
import Data.String
import Prelude
import qualified Data.HashMap.Strict as HashMap
import Duckling.Ranking.Types
classifiers :: Classifiers
classifiers
= HashMap.fromList
[("<time> timezone",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("at <time-of-day>", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Thursday",
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}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.3184537311185346, unseen = -4.189654742026425,
likelihoods = HashMap.fromList [("", 0.0)], n = 64},
koData =
ClassData{prior = -1.2992829841302609, unseen = -3.258096538021482,
likelihoods = HashMap.fromList [("", 0.0)], n = 24}}),
("ordinals (twelveth)",
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-week> next",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("day", -0.8109302162163288),
("about|exactly <time-of-day>", -1.5040773967762742),
("Tuesday", -1.0986122886681098)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("<hour-of-day> third",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("at <time-of-day>", -1.252762968495368),
("hour", -0.8472978603872037),
("time-of-day integer (latent)", -1.252762968495368)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("<cycle> after|before <time>",
Classifier{okData =
ClassData{prior = -0.40546510810816444,
unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("day (grain)tomorrow", -1.5040773967762742),
("dayday", -1.0986122886681098),
("day (grain)yesterday", -1.5040773967762742)],
n = 2},
koData =
ClassData{prior = -1.0986122886681098,
unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("minute (grain)part of days", -1.252762968495368),
("minutehour", -1.252762968495368)],
n = 1}}),
("integer (20..90)",
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}}),
("mm/yyyy",
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 or number) <named-month>",
Classifier{okData =
ClassData{prior = -0.2411620568168881,
unseen = -3.4339872044851463,
likelihoods =
HashMap.fromList
[("ordinals (first..tenth)February", -2.70805020110221),
("integer (numeric)in <named-month>", -2.70805020110221),
("integer (numeric)April", -2.70805020110221),
("integer (numeric)August", -2.70805020110221),
("integer (numeric)February", -1.791759469228055),
("month", -0.916290731874155),
("integer (numeric)July", -2.3025850929940455),
("integer (numeric)March", -2.70805020110221)],
n = 11},
koData =
ClassData{prior = -1.540445040947149, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("integer (numeric)in <named-month>", -1.9459101490553135),
("month", -1.252762968495368),
("integer (numeric)July", -1.540445040947149)],
n = 3}}),
("<time> <part-of-day>",
Classifier{okData =
ClassData{prior = -0.41616039722491244,
unseen = -5.488937726156687,
likelihoods =
HashMap.fromList
[("intersect by \",\", \"of\", \"from\", \"'s\"part of days",
-4.386184644822546),
("<hour-of-day> till thirdafter part of days",
-4.386184644822546),
("time-of-day integer (latent)after part of days",
-4.386184644822546),
("at <time-of-day>before part of days", -4.098502572370764),
("hh:mmbefore part of days", -4.791649752930709),
("<datetime> - <datetime> (interval)part of days",
-4.098502572370764),
("<time-of-day> - <time-of-day> (interval)part of days",
-4.386184644822546),
("time-of-day ordinal (latent)part of days",
-4.098502572370764),
("<hour-of-day> halfpart of days", -4.386184644822546),
("time-of-day integer (latent)part of days",
-3.5388867844353418),
("<hour-of-day> till quarterthis <part-of-day>",
-4.386184644822546),
("hourhour", -1.8738790208464304),
("hh:mmpart of days", -3.8753590210565547),
("<hour-of-day> and integer minutespart of days",
-2.651583589434439),
("<hour-of-day> quarterafter part of days", -4.791649752930709),
("minutehour", -1.4243539229442357),
("at <time-of-day>part of days", -2.393754480132339),
("intersectpart of days", -4.791649752930709),
("from <datetime> - <datetime> (interval)part of days",
-4.386184644822546),
("<hour-of-day> and integer minutesafter part of days",
-4.386184644822546),
("at <time-of-day>after part of days", -3.6930374642626003),
("<hour-of-day> quarterpart of days", -4.386184644822546),
("<hour-of-day> thirdpart of days", -4.386184644822546),
("from <datetime> - <datetime> (interval)after part of days",
-4.791649752930709),
("time-of-day ordinal (latent)tonight", -4.791649752930709),
("<datetime> - <datetime> (interval)after part of days",
-4.791649752930709),
("<hour-of-day> till quarterbefore part of days",
-4.386184644822546),
("<time-of-day> - <time-of-day> (interval)after part of days",
-4.791649752930709),
("at <time-of-day>this <part-of-day>", -4.791649752930709),
("<hour-of-day> till thirdbefore part of days",
-4.386184644822546)],
n = 93},
koData =
ClassData{prior = -1.0775588794702773,
unseen = -5.0238805208462765,
likelihoods =
HashMap.fromList
[("<day-of-month> (ordinal)part of days", -3.2255203675868693),
("time-of-day integer (latent)after part of days",
-4.324132656254979),
("dayhour", -3.2255203675868693),
("<hour-of-day> till thirdafter <time-of-day>",
-3.9186675481468147),
("time-of-day integer (latent)after <time-of-day>",
-3.9186675481468147),
("yearhour", -3.2255203675868693),
("at <time-of-day>until <time-of-day>", -3.9186675481468147),
("hh:mmafter part of days", -4.324132656254979),
("past year (latent)part of days", -4.324132656254979),
("nograinhour", -4.324132656254979),
("hh:mmuntil <time-of-day>", -4.324132656254979),
("<time-of-day> - <time-of-day> (interval)part of days",
-4.324132656254979),
("until <time-of-day>after part of days", -4.324132656254979),
("time-of-day ordinal (latent)part of days",
-3.9186675481468147),
("<time-of-day> - <time-of-day> (interval)after <time-of-day>",
-4.324132656254979),
("by <time>part of days", -4.324132656254979),
("<datetime> - <datetime> (interval)after <time-of-day>",
-4.324132656254979),
("time-of-day integer (latent)part of days",
-4.324132656254979),
("<hour-of-day> till quarterthis <part-of-day>",
-4.324132656254979),
("hourhour", -2.0215475632609334),
("past year (latent)after part of days", -4.324132656254979),
("<hour-of-day> and integer minutespart of days",
-3.6309854756950335),
("until <time-of-day>after <time-of-day>", -4.324132656254979),
("minutehour", -2.072840857648484),
("at <time-of-day>part of days", -3.9186675481468147),
("until <time-of-day>part of days", -3.9186675481468147),
("hh:mmafter <time-of-day>", -4.324132656254979),
("at <time-of-day>after part of days", -4.324132656254979),
("past year (latent)after <time-of-day>", -4.324132656254979),
("from <datetime> - <datetime> (interval)after <time-of-day>",
-4.324132656254979),
("<hour-of-day> till quarteruntil <time-of-day>",
-3.9186675481468147),
("past year (latent)until <time-of-day>", -4.324132656254979),
("past year (latent)before part of days", -4.324132656254979),
("at <time-of-day>after <time-of-day>", -3.2255203675868693),
("<hour-of-day> and integer minutesafter <time-of-day>",
-3.9186675481468147)],
n = 48}}),
("dd/mm",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("numbers prefix with -, minus",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 3}}),
("today",
Classifier{okData =
ClassData{prior = -1.8718021769015913,
unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -0.1670540846631662,
unseen = -2.5649493574615367,
likelihoods = HashMap.fromList [("", 0.0)], n = 11}}),
("at <time-of-day>",
Classifier{okData =
ClassData{prior = -8.269171584511341e-2,
unseen = -4.852030263919617,
likelihoods =
HashMap.fromList
[("<hour-of-day> third", -4.151039905898646),
("<hour-of-day> and integer minutes", -2.5416019934645457),
("<hour-of-day> quarter", -4.151039905898646),
("<hour-of-day> till quarter", -3.7455747977904816),
("time-of-day ordinal (latent)", -1.8997481072921507),
("<hour-of-day> half", -4.151039905898646),
("hh:mm", -3.2347491740244907), ("hour", -1.180625440328945),
("minute", -1.7996646487351682),
("<hour-of-day> till third", -3.7455747977904816),
("time-of-day integer (latent)", -1.7996646487351682)],
n = 58},
koData =
ClassData{prior = -2.5336968139574325,
unseen = -3.0910424533583156,
likelihoods =
HashMap.fromList
[("time-of-day ordinal (latent)", -1.9459101490553135),
("hour", -1.252762968495368),
("time-of-day integer (latent)", -1.6582280766035324)],
n = 5}}),
("absorption of , after named day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("Wednesday", -0.6931471805599453),
("day", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("September",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("tonight",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
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 = -0.6131044728864089,
unseen = -3.7612001156935624,
likelihoods =
HashMap.fromList
[("<day-of-month> (ordinal or number) <named-month>",
-2.639057329615259),
("September", -3.044522437723423),
("second", -3.044522437723423),
("<day-of-month> (ordinal or number) of <named-month>",
-3.044522437723423),
("day", -1.4350845252893227), ("year", -2.639057329615259),
("part of <named-month>", -2.128231705849268),
("month", -3.044522437723423),
("year (integer)", -2.639057329615259),
("this|last the <cycle>", -2.639057329615259),
("day of <named-month>", -3.044522437723423)],
n = 13},
koData =
ClassData{prior = -0.7801585575495751,
unseen = -3.6635616461296463,
likelihoods =
HashMap.fromList
[("September", -2.9444389791664407),
("October", -2.9444389791664407),
("intersect", -2.0281482472922856),
("<time> for <duration>", -2.538973871058276),
("month (ordinal)", -2.9444389791664407),
("intersect by \",\", \"of\", \"from\", \"'s\"",
-2.538973871058276),
("month", -1.1526795099383855)],
n = 11}}),
("<hour-of-day> and integer minutes",
Classifier{okData =
ClassData{prior = -0.15415067982725836,
unseen = -3.912023005428146,
likelihoods =
HashMap.fromList
[("at <time-of-day>integer (13..19)", -2.505525936990736),
("at <time-of-day>integer 21..99", -2.793208009442517),
("time-of-day integer (latent)integer (numeric)",
-2.793208009442517),
("at <time-of-day>integer (20..90)", -3.1986731175506815),
("time-of-day integer (latent)integer (13..19)",
-3.1986731175506815),
("hour", -0.9473813189441862),
("time-of-day ordinal (latent)integer (20..90)",
-3.1986731175506815),
("time-of-day ordinal (latent)integer (numeric)",
-3.1986731175506815),
("at <time-of-day>integer (numeric)", -2.505525936990736),
("time-of-day ordinal (latent)integer 21..99",
-2.793208009442517),
("time-of-day ordinal (latent)integer (13..19)",
-2.793208009442517)],
n = 18},
koData =
ClassData{prior = -1.9459101490553135, unseen = -2.995732273553991,
likelihoods =
HashMap.fromList
[("time-of-day integer (latent)integer 21..99",
-2.2512917986064953),
("time-of-day integer (latent)integer (20..90)",
-1.845826690498331),
("hour", -1.55814461804655)],
n = 3}}),
("this|last <cycle>",
Classifier{okData =
ClassData{prior = -infinity, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("week", -1.791759469228055),
("month (grain)", -1.791759469228055),
("week (grain)", -1.791759469228055),
("day", -1.791759469228055), ("month", -1.791759469228055),
("day (grain)", -1.791759469228055)],
n = 3}}),
("October",
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}}),
("month (grain)",
Classifier{okData =
ClassData{prior = -2.0149030205422647, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -0.1431008436406733, unseen = -3.332204510175204,
likelihoods = HashMap.fromList [("", 0.0)], n = 26}}),
("in|within|after <duration>",
Classifier{okData =
ClassData{prior = -1.3862943611198906,
unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("week", -1.0986122886681098),
("dual <unit-of-duration>", -1.0986122886681098)],
n = 1},
koData =
ClassData{prior = -0.2876820724517809,
unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("week", -1.6094379124341003), ("year", -1.2039728043259361),
("single <unit-of-duration>", -0.916290731874155)],
n = 3}}),
("Wednesday",
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}}),
("July",
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 (grain)",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -3.713572066704308,
likelihoods = HashMap.fromList [("", 0.0)], n = 39}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.5458224658030868,
unseen = -5.5134287461649825,
likelihoods =
HashMap.fromList
[("Tuesdayon <date>", -4.816241156068032),
("in <named-month>year", -4.816241156068032),
("<hour-of-day> till thirdafter part of days",
-4.410776047959867),
("dayhour", -3.899950424193877),
("daymonth", -4.816241156068032),
("in <named-month>on <date>", -4.816241156068032),
("monthyear", -3.312163759291758),
("Mondayon <date>", -4.816241156068032),
("Christmasyear", -4.816241156068032),
("Monday<day-of-month> (ordinal or number) <named-month>",
-4.816241156068032),
("month (integer)year (integer)", -4.410776047959867),
("\1593\1610\1583 \1575\1604\1605\1610\1604\1575\1583year",
-4.816241156068032),
("<day-of-week> the last of <time><cycle> this|last|next",
-4.816241156068032),
("at <time-of-day>before part of days", -4.123093975508087),
("hh:mmbefore part of days", -4.816241156068032),
("intersect by \",\", \"of\", \"from\", \"'s\"year",
-4.816241156068032),
("intersect<time> <part-of-day>", -4.410776047959867),
("month (ordinal)year (integer)", -4.816241156068032),
("\1593\1610\1583 \1575\1604\1601\1589\1581year",
-4.816241156068032),
("dd/mm<time> <part-of-day>", -4.816241156068032),
("Thursday<time> timezone", -4.410776047959867),
("<hour-of-day> till quarterthis <part-of-day>",
-4.410776047959867),
("dayday", -3.024481686839977),
("absorption of , after named day<day-of-month> (ordinal or number) <named-month>",
-4.816241156068032),
("hourhour", -3.717628867399922),
("month (integer)year", -4.816241156068032),
("\1593\1610\1583 \1575\1604\1601\1591\1585year",
-4.816241156068032),
("Thursday<day-of-month> (ordinal or number) <named-month>",
-4.816241156068032),
("dayyear", -2.9444389791664407),
("Thursday<time> <part-of-day>", -4.816241156068032),
("<cycle> last of <time>year (integer)", -4.410776047959867),
("last <cycle> of <time>year (integer)", -4.816241156068032),
("<hour-of-day> quarterafter part of days", -4.816241156068032),
("minutehour", -2.513656063073986),
("Thursdayfrom <datetime> - <datetime> (interval)",
-4.816241156068032),
("\1585\1571\1587 \1575\1604\1587\1606\1577 \1575\1604\1607\1580\1585\1610\1577year",
-4.816241156068032),
("Monday<cycle> this|last|next", -4.816241156068032),
("<day-of-month> (ordinal or number) of <named-month>year",
-4.816241156068032),
("<cycle> <ordinal> day? of <time>year", -4.816241156068032),
("\1593\1610\1583 \1575\1604\1571\1590\1581\1609year",
-4.816241156068032),
("on a <named-day>dd/mm", -4.816241156068032),
("on a <named-day>on <date>", -4.816241156068032),
("on a <named-day><day-of-month> (ordinal or number) <named-month>",
-4.816241156068032),
("Tuesday<cycle> this|last|next", -4.816241156068032),
("dayminute", -3.563478187572664),
("dd/mmintersect", -4.816241156068032),
("in <named-month><cycle> this|last|next", -4.816241156068032),
("<hour-of-day> and integer minutesafter part of days",
-4.410776047959867),
("Saturdaydd/mm", -4.816241156068032),
("\1585\1605\1590\1575\1606year", -4.816241156068032),
("the <cycle> the <ordinal> of <time>year", -4.816241156068032),
("at <time-of-day>after part of days", -3.717628867399922),
("<ordinal> <cycle> of <time>year", -4.816241156068032),
("Sunday<cycle> this|last|next", -4.816241156068032),
("Tuesday<day-of-month> (ordinal or number) of <named-month>",
-4.410776047959867),
("Septemberon <date>", -4.816241156068032),
("from <datetime> - <datetime> (interval)after part of days",
-4.816241156068032),
("intersectintersect", -4.410776047959867),
("dayweek", -4.123093975508087),
("weekyear", -3.899950424193877),
("<datetime> - <datetime> (interval)after part of days",
-4.816241156068032),
("Friday<day-of-month> (ordinal or number) <named-month>",
-4.816241156068032),
("<hour-of-day> till quarterbefore part of days",
-4.410776047959867),
("<time-of-day> - <time-of-day> (interval)after part of days",
-4.816241156068032),
("at <time-of-day>this <part-of-day>", -4.816241156068032),
("<hour-of-day> till thirdbefore part of days",
-4.410776047959867)],
n = 73},
koData =
ClassData{prior = -0.8659899933993561, unseen = -5.337538079701318,
likelihoods =
HashMap.fromList
[("Tuesdayon <date>", -4.639571612705423),
("dayhour", -3.1354942159291497),
("daymonth", -3.5409593240373143),
("monthday", -4.639571612705423),
("monthyear", -2.7677694358038325),
("hh:mmafter part of days", -4.639571612705423),
("houryear", -4.639571612705423),
("intersectat <time-of-day>", -3.7232808808312687),
("intersect<time> <part-of-day>", -4.23410650459726),
("Octoberon <date>", -4.639571612705423),
("until <time-of-day>after part of days", -4.639571612705423),
("Tuesdayafter <time-of-day>", -4.639571612705423),
("Wednesdayon <date>", -4.23410650459726),
("dd/mm<time> <part-of-day>", -4.639571612705423),
("yearyear", -4.23410650459726),
("<hour-of-day> till quarterthis <part-of-day>",
-4.639571612705423),
("dayday", -3.9464244321454784),
("dd/mmat <time-of-day>", -4.23410650459726),
("hourhour", -4.23410650459726),
("dayyear", -3.386808644210056),
("Thursdayat <time-of-day>", -4.23410650459726),
("Februaryyear", -4.639571612705423),
("minutemonth", -4.639571612705423),
("minutehour", -4.23410650459726),
("<day-of-month> (ordinal or number) of <named-month>year",
-4.23410650459726),
("March<cycle> this|last|next", -4.639571612705423),
("nth <time> of <time>year", -4.639571612705423),
("Wednesday<day-of-month> (ordinal or number) of <named-month>",
-4.639571612705423),
("secondyear", -4.639571612705423),
("Wednesdayintersect by \",\", \"of\", \"from\", \"'s\"",
-4.639571612705423),
("on <date>year (integer)", -4.639571612705423),
("<time> for <duration>year", -3.5409593240373143),
("<duration> after|before|from <time>on <date>",
-4.639571612705423),
("dayminute", -3.1354942159291497),
("Julyuntil <time-of-day>", -4.639571612705423),
("intersecton <date>", -4.639571612705423),
("at <time-of-day>after part of days", -4.639571612705423),
("Octoberyear", -4.639571612705423),
("in|within|after <duration>year", -4.23410650459726),
("Tuesday<day-of-month> (ordinal or number) of <named-month>",
-4.639571612705423),
("on a <named-day>intersect", -4.23410650459726),
("Saturdayintersect", -4.23410650459726),
("on <date>year", -4.23410650459726),
("on <date>on <date>", -4.639571612705423),
("Tuesdaynth <time> of <time>", -4.639571612705423),
("weekyear", -4.639571612705423),
("Tuesdayintersect", -4.639571612705423),
("after <time-of-day>year", -4.639571612705423),
("in <number> (implicit minutes)February", -4.639571612705423),
("last <cycle> of <time>year", -4.639571612705423),
("<day-of-month> (ordinal or number) of <named-month>on <date>",
-4.639571612705423)],
n = 53}}),
("\1585\1605\1590\1575\1606",
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}}),
("the <cycle> the <ordinal> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("day (grain)ordinals (first..tenth)October",
-2.0794415416798357),
("daymonth", -1.3862943611198906),
("week (grain)ordinals (first..tenth)month (integer)",
-2.0794415416798357),
("weekmonth", -1.6739764335716716),
("week (grain)ordinals (first..tenth)intersect",
-2.0794415416798357),
("day (grain)ordinals (first..tenth)month (integer)",
-1.6739764335716716)],
n = 5},
koData =
ClassData{prior = -infinity, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0}}),
("in <number> (implicit minutes)",
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}}),
("<ordinal> <cycle> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("daymonth", -1.7047480922384253),
("ordinals (first..tenth)week (grain)in <named-month>",
-1.7047480922384253),
("weekmonth", -1.2992829841302609),
("ordinals (first..tenth)week (grain)intersect",
-1.7047480922384253),
("ordinals (first..tenth)day (grain)month (integer)",
-1.7047480922384253)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("year (grain)",
Classifier{okData =
ClassData{prior = -1.2237754316221157,
unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5},
koData =
ClassData{prior = -0.3483066942682157, unseen = -2.639057329615259,
likelihoods = HashMap.fromList [("", 0.0)], n = 12}}),
("from <datetime> - <datetime> (interval)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("dayday", -1.791759469228055),
("at <time-of-day>at <time-of-day>", -1.0986122886681098),
("hourhour", -1.0986122886681098),
("<day-of-month> (ordinal or number) <named-month><day-of-month> (ordinal or number) <named-month>",
-1.791759469228055)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("<time> last",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("day", -0.8754687373538999), ("Sunday", -1.791759469228055),
("on a <named-day>", -1.791759469228055),
("Tuesday", -1.3862943611198906)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("Saturday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("integer 21..99",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("integer 5integer (20..90)", -0.6931471805599453),
("integer 3integer (20..90)", -0.6931471805599453)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("this <day-of-week>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("Monday", -0.6931471805599453), ("day", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("integer (13..19)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("integer 5integer 10", -0.916290731874155),
("integer 8integer 10", -0.5108256237659907)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("<time> for <duration>",
Classifier{okData =
ClassData{prior = -infinity, unseen = -2.3025850929940455,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -3.1780538303479458,
likelihoods =
HashMap.fromList
[("intersectsingle <unit-of-duration>", -2.4423470353692043),
("monthyear", -1.5260563034950494),
("nth <time> of <time>single <unit-of-duration>",
-2.4423470353692043),
("dayyear", -2.03688192726104),
("last <cycle> of <time>single <unit-of-duration>",
-2.4423470353692043),
("weekyear", -2.4423470353692043),
("Octobersingle <unit-of-duration>", -2.4423470353692043),
("Septembersingle <unit-of-duration>", -2.4423470353692043),
("on <date>single <unit-of-duration>", -2.03688192726104)],
n = 7}}),
("from <day-of-month> (ordinal or number) to <day-of-month> (ordinal or number) in <named-month> (interval)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("integer (numeric)integer (numeric)month (ordinal)",
-1.252762968495368),
("month", -0.8472978603872037),
("ordinals (composite, e.g., eighty-seven)ordinals (composite, e.g., eighty-seven)in <named-month>",
-1.252762968495368)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("ordinals (first..tenth)",
Classifier{okData =
ClassData{prior = -0.21825356602001794,
unseen = -3.7612001156935624,
likelihoods = HashMap.fromList [("", 0.0)], n = 41},
koData =
ClassData{prior = -1.62924053973028, unseen = -2.4849066497880004,
likelihoods = HashMap.fromList [("", 0.0)], n = 10}}),
("Monday",
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}}),
("yesterday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("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}}),
("\1593\1610\1583 \1575\1604\1571\1590\1581\1609",
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}}),
("ordinals (twenty, thirty..ninety)",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),
("<hour-of-day> <integer>",
Classifier{okData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("at <time-of-day>integer 10", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 2}}),
("<time> nth of <time>",
Classifier{okData =
ClassData{prior = -0.40546510810816444, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("daymonth", -1.0296194171811581),
("Wednesdayordinals (first..tenth)intersect",
-1.9459101490553135),
("Tuesdayordinals (first..tenth)intersect by \",\", \"of\", \"from\", \"'s\"",
-1.9459101490553135),
("Tuesdayordinals (first..tenth)in <named-month>",
-1.9459101490553135),
("Tuesdayordinals (first..tenth)October", -1.9459101490553135)],
n = 4},
koData =
ClassData{prior = -1.0986122886681098,
unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("daymonth", -1.2039728043259361),
("Tuesdayordinals (first..tenth)in <named-month>",
-1.6094379124341003),
("Wednesdayordinals (first..tenth)in <named-month>",
-1.6094379124341003)],
n = 2}}),
("nth <time> of <time>",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -3.4965075614664802,
likelihoods =
HashMap.fromList
[("daymonth", -1.6739764335716716),
("ordinals (first..tenth)intersect by \",\", \"of\", \"from\", \"'s\"year (integer)",
-2.367123614131617),
("ordinals (first..tenth)on a <named-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-2.772588722239781),
("dayyear", -2.0794415416798357),
("ordinals (first..tenth)Tuesdaymonth (integer)",
-2.772588722239781),
("ordinals (first..tenth)Wednesdayintersect by \",\", \"of\", \"from\", \"'s\"",
-2.367123614131617),
("ordinals (first..tenth)intersectyear (integer)",
-2.772588722239781),
("ordinals (first..tenth)Tuesdayintersect",
-2.772588722239781)],
n = 8},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -3.4965075614664802,
likelihoods =
HashMap.fromList
[("ordinals (first..tenth)TuesdaySeptember", -2.772588722239781),
("ordinals (first..tenth)time-of-day integer (latent)intersect",
-2.772588722239781),
("daymonth", -1.8562979903656263),
("ordinals (first..tenth)time-of-day integer (latent)February",
-2.367123614131617),
("hourmonth", -1.8562979903656263),
("ordinals (first..tenth)WednesdayOctober", -2.772588722239781),
("ordinals (first..tenth)on a <named-day>September",
-2.772588722239781),
("ordinals (first..tenth)time-of-day integer (latent)this|last the <cycle>",
-2.772588722239781),
("ordinals (first..tenth)Wednesdayin <named-month>",
-2.772588722239781)],
n = 8}}),
("<hour-of-day> quarter",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("at <time-of-day>", -1.5040773967762742),
("time-of-day ordinal (latent)", -1.0986122886681098),
("hour", -0.8109302162163288)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("\1585\1571\1587 \1575\1604\1587\1606\1577 \1575\1604\1607\1580\1585\1610\1577",
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}}),
("<hour-of-day> till quarter",
Classifier{okData =
ClassData{prior = -0.2231435513142097,
unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("at <time-of-day>", -1.3862943611198906),
("time-of-day ordinal (latent)", -1.791759469228055),
("hour", -0.8754687373538999),
("time-of-day integer (latent)", -1.791759469228055)],
n = 4},
koData =
ClassData{prior = -1.6094379124341003,
unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("hour", -1.0986122886681098),
("time-of-day integer (latent)", -1.0986122886681098)],
n = 1}}),
("week (grain)",
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}}),
("past year (latent)",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 3}}),
("integer 8",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("now",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<day-of-month> (ordinal or number) of <named-month>",
Classifier{okData =
ClassData{prior = -0.570544858467613, unseen = -3.713572066704308,
likelihoods =
HashMap.fromList
[("ordinals (thirtieth..nineteenth)February",
-2.5902671654458267),
("ordinals (first..tenth)October", -2.5902671654458267),
("ordinals (first..tenth)April", -2.5902671654458267),
("ordinals (first..tenth)February", -2.995732273553991),
("ordinals (first..tenth)month (integer)", -2.5902671654458267),
("ordinals (first..tenth)March", -2.5902671654458267),
("month", -1.0498221244986778),
("ordinals (first..tenth)in <named-month>",
-2.5902671654458267)],
n = 13},
koData =
ClassData{prior = -0.832909122935104, unseen = -3.5553480614894135,
likelihoods =
HashMap.fromList
[("integer 2in <named-month>", -2.833213344056216),
("integer 10February", -2.4277482359480516),
("integer (numeric)month (ordinal)", -2.833213344056216),
("ordinals (first..tenth)month (integer)", -2.833213344056216),
("integer (20..90)in <named-month>", -2.833213344056216),
("ordinals (composite, e.g., eighty-seven)in <named-month>",
-2.833213344056216),
("ordinals (twenty, thirty..ninety)in <named-month>",
-2.833213344056216),
("month", -1.128465251817791),
("ordinals (first..tenth)in <named-month>",
-2.4277482359480516)],
n = 10}}),
("this <part-of-day>",
Classifier{okData =
ClassData{prior = -1.0986122886681098,
unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("hour", -0.6931471805599453),
("part of days", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -0.40546510810816444,
unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("hour", -0.6931471805599453),
("part of days", -0.6931471805599453)],
n = 2}}),
("<cycle> <ordinal> day? of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("day (grain)ordinals (first..tenth)October",
-2.0794415416798357),
("daymonth", -1.3862943611198906),
("week (grain)ordinals (first..tenth)month (integer)",
-2.0794415416798357),
("weekmonth", -1.6739764335716716),
("week (grain)ordinals (first..tenth)intersect",
-2.0794415416798357),
("day (grain)ordinals (first..tenth)month (integer)",
-1.6739764335716716)],
n = 5},
koData =
ClassData{prior = -infinity, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0}}),
("Friday",
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}}),
("tomorrow",
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}}),
("<cycle> this|last|next",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.970291913552122,
likelihoods =
HashMap.fromList
[("week", -1.3862943611198906),
("month (grain)", -2.5649493574615367),
("year (grain)", -2.341805806147327),
("week (grain)", -1.3862943611198906),
("day", -2.5649493574615367), ("year", -2.341805806147327),
("month", -2.5649493574615367),
("day (grain)", -2.5649493574615367)],
n = 22},
koData =
ClassData{prior = -infinity, unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [], n = 0}}),
("time-of-day ordinal (latent)",
Classifier{okData =
ClassData{prior = -0.13976194237515874,
unseen = -3.1780538303479458,
likelihoods =
HashMap.fromList
[("ordinals (twelveth)", -2.03688192726104),
("ordinals (first..tenth)", -0.3022808718729337),
("ordinals (eleventh)", -2.03688192726104)],
n = 20},
koData =
ClassData{prior = -2.03688192726104, unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("ordinals (first..tenth)", -0.40546510810816444)],
n = 3}}),
("ordinals (eleventh)",
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 2",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -2.3978952727983707,
likelihoods = HashMap.fromList [("", 0.0)], n = 9}}),
("by <time>",
Classifier{okData =
ClassData{prior = -1.252762968495368, unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("at <time-of-day>", -1.2992829841302609),
("hour", -1.7047480922384253), ("minute", -1.7047480922384253)],
n = 2},
koData =
ClassData{prior = -0.3364722366212129, unseen = -2.890371757896165,
likelihoods =
HashMap.fromList
[("at <time-of-day>", -2.1400661634962708),
("<day-of-month> (ordinal or number) of <named-month>",
-2.1400661634962708),
("time-of-day ordinal (latent)", -2.1400661634962708),
("day", -1.4469189829363254),
("<day-of-month> (ordinal)", -1.7346010553881064),
("hour", -1.7346010553881064)],
n = 5}}),
("fractional number",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),
("Sunday",
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}}),
("February",
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}}),
("\1593\1610\1583 \1575\1604\1601\1591\1585",
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}}),
("minute (grain)",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -2.3978952727983707,
likelihoods = HashMap.fromList [("", 0.0)], n = 9}}),
("<hour-of-day> half",
Classifier{okData =
ClassData{prior = -0.40546510810816444,
unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("at <time-of-day>", -1.3862943611198906),
("time-of-day ordinal (latent)", -1.3862943611198906),
("hour", -0.9808292530117262)],
n = 2},
koData =
ClassData{prior = -1.0986122886681098,
unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("hour", -1.0986122886681098),
("time-of-day integer (latent)", -1.0986122886681098)],
n = 1}}),
("month (integer)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("integer (numeric)", -1.8718021769015913),
("integer 10", -0.6190392084062235),
("integer 3", -1.1786549963416462)],
n = 10},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("year",
Classifier{okData =
ClassData{prior = -0.7419373447293773,
unseen = -2.4849066497880004,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 10},
koData =
ClassData{prior = -0.6466271649250525,
unseen = -2.5649493574615367,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 11}}),
("last <day-of-week> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("daymonth", -0.8472978603872037),
("Monday<cycle> this|last|next", -1.252762968495368),
("Mondayin <named-month>", -1.252762968495368)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("<integer> <unit-of-duration>",
Classifier{okData =
ClassData{prior = -infinity, unseen = -2.3978952727983707,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -3.8501476017100584,
likelihoods =
HashMap.fromList
[("integer 10minute (grain)", -2.4423470353692043),
("year", -2.7300291078209855),
("integer 10year (grain)", -2.7300291078209855),
("integer (20..90)minute (grain)", -2.4423470353692043),
("month", -2.7300291078209855),
("integer (numeric)minute (grain)", -2.4423470353692043),
("integer (numeric)month (grain)", -2.7300291078209855),
("minute", -1.120591195386885),
("integer 21..99minute (grain)", -2.7300291078209855),
("integer (13..19)minute (grain)", -2.4423470353692043)],
n = 18}}),
("dual <unit-of-duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("week", -0.6931471805599453),
("week (grain)", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("integer 10",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -2.3978952727983707,
likelihoods = HashMap.fromList [("", 0.0)], n = 9},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -2.3978952727983707,
likelihoods = HashMap.fromList [("", 0.0)], n = 9}}),
("from <day-of-month> (ordinal or number) to <day-of-month> (ordinal or number) <named-month> (interval)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("integer (numeric)integer (numeric)July", -1.252762968495368),
("month", -0.8472978603872037),
("integer (numeric)integer (numeric)in <named-month>",
-1.252762968495368)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("part of <named-month>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("March", -1.2992829841302609), ("month", -0.7884573603642702),
("in <named-month>", -1.2992829841302609)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("hh:mm",
Classifier{okData =
ClassData{prior = -0.10536051565782628,
unseen = -2.3978952727983707,
likelihoods = HashMap.fromList [("", 0.0)], n = 9},
koData =
ClassData{prior = -2.3025850929940455,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("<hour-of-day> and integer",
Classifier{okData =
ClassData{prior = -1.252762968495368, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("at <time-of-day>integer (13..19)", -2.0794415416798357),
("at <time-of-day>integer 21..99", -1.6739764335716716),
("hour", -1.1631508098056809),
("at <time-of-day>integer (numeric)", -2.0794415416798357)],
n = 4},
koData =
ClassData{prior = -0.3364722366212129, unseen = -3.367295829986474,
likelihoods =
HashMap.fromList
[("at <time-of-day>integer 5", -2.2335922215070942),
("at <time-of-day>integer (13..19)", -2.2335922215070942),
("at <time-of-day>integer 3", -2.639057329615259),
("at <time-of-day>integer (20..90)", -2.639057329615259),
("at <time-of-day>integer 8", -2.2335922215070942),
("hour", -0.9343092373768334),
("at <time-of-day>integer (numeric)", -2.2335922215070942)],
n = 10}}),
("month (ordinal)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("ordinals (first..tenth)", 0.0)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("second (grain) ",
Classifier{okData =
ClassData{prior = -1.6094379124341003,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -0.2231435513142097, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),
("\1593\1610\1583 \1575\1604\1601\1589\1581",
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 <cycle> after|before <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("day (grain)tomorrow", -1.2992829841302609),
("dayday", -0.7884573603642702),
("day (grain)yesterday", -1.2992829841302609)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("about|exactly <time-of-day>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("<day-of-week> next", -1.8718021769015913),
("at <time-of-day>", -1.466337068793427),
("day", -1.466337068793427), ("hour", -1.466337068793427),
("Tuesday", -1.8718021769015913)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("before <duration>",
Classifier{okData =
ClassData{prior = -2.2512917986064953,
unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("week", -0.9808292530117262),
("single <unit-of-duration>", -0.9808292530117262)],
n = 2},
koData =
ClassData{prior = -0.11122563511022437,
unseen = -3.6635616461296463,
likelihoods =
HashMap.fromList
[("year", -2.538973871058276), ("month", -0.8649974374866046),
("single <unit-of-duration>", -0.7472144018302211)],
n = 17}}),
("intersect by \",\", \"of\", \"from\", \"'s\"",
Classifier{okData =
ClassData{prior = -0.5533852381847867, unseen = -4.430816798843313,
likelihoods =
HashMap.fromList
[("dayhour", -2.627081138568543),
("daymonth", -2.472930458741285),
("monthyear", -2.627081138568543),
("Wednesdayintersect", -3.7256934272366524),
("<named-month>|<named-day> <day-of-month> (ordinal)October",
-3.7256934272366524),
("Wednesday<day-of-month> (ordinal or number) <named-month>",
-3.7256934272366524),
("dayday", -2.8094026953624978),
("Thursday<day-of-month> (ordinal or number) <named-month>",
-3.7256934272366524),
("in <named-month>year (integer)", -3.3202283191284883),
("Thursdayat <time-of-day>", -3.7256934272366524),
("Thursday<time> <part-of-day>", -3.3202283191284883),
("<named-month>|<named-day> <day-of-month> (ordinal)this|last the <cycle>",
-3.7256934272366524),
("last <cycle> of <time>year (integer)", -3.7256934272366524),
("Tuesdaymonth (integer)", -3.7256934272366524),
("Wednesday<day-of-month> (ordinal or number) of <named-month>",
-3.7256934272366524),
("Thursday<datetime> - <datetime> (interval)",
-3.7256934272366524),
("Septemberyear (integer)", -3.3202283191284883),
("Thursday<time-of-day> - <time-of-day> (interval)",
-3.7256934272366524),
("on a <named-day>September", -3.7256934272366524),
("Octoberyear (integer)", -3.7256934272366524),
("Sunday<cycle> this|last|next", -3.7256934272366524),
("dayweek", -3.3202283191284883),
("weekyear", -3.7256934272366524),
("Mondaythis|last the <cycle>", -3.7256934272366524),
("<named-month>|<named-day> <day-of-month> (ordinal)in <named-month>",
-3.7256934272366524),
("Wednesdayin <named-month>", -3.7256934272366524)],
n = 23},
koData =
ClassData{prior = -0.8556661100577202, unseen = -4.276666119016055,
likelihoods =
HashMap.fromList
[("daymonth", -2.065455299705096),
("TuesdaySeptember", -3.56953269648137),
("monthyear", -2.653241964607215),
("on a <named-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-3.56953269648137),
("intersect by \",\", \"of\", \"from\", \"'s\"year (integer)",
-2.8763855159214247),
("dayyear", -2.4709204078132605),
("Monday<cycle> this|last|next", -3.56953269648137),
("Wednesdayintersect by \",\", \"of\", \"from\", \"'s\"",
-3.56953269648137),
("Septemberyear (integer)", -3.56953269648137),
("on <date>year (integer)", -3.164067588373206),
("Octoberyear (integer)", -3.56953269648137),
("intersectyear (integer)", -3.56953269648137),
("Mondayin <named-month>", -3.56953269648137),
("<day-of-month> (ordinal or number) of <named-month>year (integer)",
-3.56953269648137),
("Tuesdayintersect by \",\", \"of\", \"from\", \"'s\"",
-3.56953269648137),
("<named-month>|<named-day> <day-of-month> (ordinal)in <named-month>",
-3.164067588373206)],
n = 17}}),
("integer 3",
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 <time>",
Classifier{okData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("Monday", -1.466337068793427), ("day", -1.466337068793427),
("March", -1.8718021769015913), ("month", -1.466337068793427),
("in <named-month>", -1.8718021769015913)],
n = 4}}),
("March",
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}}),
("<named-month>|<named-day> <day-of-month> (ordinal)",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -2.9444389791664407,
likelihoods =
HashMap.fromList
[("Sundayordinals (thirtieth..nineteenth)", -2.1972245773362196),
("Tuesdayordinals (first..tenth)", -1.791759469228055),
("Tuesdayordinals (thirtieth..nineteenth)",
-2.1972245773362196),
("day", -1.0986122886681098),
("Saturdayordinals (thirtieth..nineteenth)",
-2.1972245773362196)],
n = 5},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -2.9444389791664407,
likelihoods =
HashMap.fromList
[("Wednesdayordinals (first..tenth)", -2.1972245773362196),
("Tuesdayordinals (first..tenth)", -1.791759469228055),
("Sundayordinals (first..tenth)", -2.1972245773362196),
("day", -1.0986122886681098),
("Saturdayordinals (first..tenth)", -2.1972245773362196)],
n = 5}}),
("after part of days",
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}}),
("<day-of-month> (ordinal)",
Classifier{okData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("ordinals (first..tenth)", -0.5108256237659907),
("ordinals (eleventh)", -1.6094379124341003),
("ordinals (composite, e.g., eighty-seven)",
-1.6094379124341003)],
n = 7}}),
("Christmas",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("until <time-of-day>",
Classifier{okData =
ClassData{prior = -infinity, unseen = -2.4849066497880004,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -3.951243718581427,
likelihoods =
HashMap.fromList
[("<day-of-month> (ordinal or number) <named-month>",
-2.5455312716044354),
("<time> <part-of-day>", -2.322387720290225),
("at <time-of-day>", -2.1400661634962708),
("intersect", -3.2386784521643803),
("yesterday", -2.5455312716044354),
("<day-of-month> (ordinal or number) of <named-month>",
-3.2386784521643803),
("day", -1.8523840910444898), ("hour", -1.3668762752627892),
("<time-of-day> - <time-of-day> (interval)",
-3.2386784521643803),
("minute", -3.2386784521643803),
("part of days", -2.833213344056216)],
n = 20}}),
("on a <named-day>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.772588722239781,
likelihoods =
HashMap.fromList
[("Saturday", -2.0149030205422647),
("Monday", -2.0149030205422647),
("Friday", -2.0149030205422647), ("day", -0.916290731874155),
("Tuesday", -1.6094379124341003)],
n = 5},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("<duration> after|before|from <time>",
Classifier{okData =
ClassData{prior = -1.252762968495368, unseen = -2.772588722239781,
likelihoods =
HashMap.fromList
[("dayday", -1.6094379124341003),
("single <unit-of-duration>yesterday", -2.0149030205422647),
("single <unit-of-duration>tomorrow", -2.0149030205422647)],
n = 2},
koData =
ClassData{prior = -0.3364722366212129,
unseen = -3.0910424533583156,
likelihoods =
HashMap.fromList
[("single <unit-of-duration>intersect", -2.3513752571634776),
("daymonth", -2.3513752571634776),
("single <unit-of-duration>in <named-month>",
-2.3513752571634776),
("single <unit-of-duration>part of days", -2.3513752571634776),
("minutehour", -1.9459101490553135),
("single <unit-of-duration>month (integer)",
-2.3513752571634776),
("secondmonth", -1.9459101490553135),
("<integer> <unit-of-duration>part of days",
-2.3513752571634776)],
n = 5}}),
("\1593\1610\1583 \1575\1604\1605\1610\1604\1575\1583",
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}}),
("before part of days",
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}}),
("ordinals (thirtieth..nineteenth)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("year (integer)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.4849066497880004,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 10},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<cycle> n next",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("week", -0.6931471805599453),
("week (grain)integer 3", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("integer 5",
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}}),
("<datetime> - <datetime> (interval)",
Classifier{okData =
ClassData{prior = -0.1823215567939546, unseen = -2.890371757896165,
likelihoods =
HashMap.fromList
[("dayday", -2.1400661634962708),
("at <time-of-day>at <time-of-day>", -1.4469189829363254),
("hourhour", -1.2237754316221157),
("<day-of-month> (ordinal or number) <named-month><day-of-month> (ordinal or number) <named-month>",
-2.1400661634962708),
("intersect by \",\", \"of\", \"from\", \"'s\"at <time-of-day>",
-2.1400661634962708)],
n = 5},
koData =
ClassData{prior = -1.791759469228055, unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("monthday", -1.5040773967762742),
("July<day-of-month> (ordinal or number) <named-month>",
-1.5040773967762742)],
n = 1}}),
("Tuesday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.833213344056216,
likelihoods = HashMap.fromList [("", 0.0)], n = 15},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("New Year's Day",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),
("this|last the <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.1354942159291497,
likelihoods =
HashMap.fromList
[("week", -1.9924301646902063),
("month (grain)", -2.3978952727983707),
("year (grain)", -2.3978952727983707),
("second", -2.3978952727983707),
("week (grain)", -1.9924301646902063),
("day", -2.3978952727983707), ("year", -2.3978952727983707),
("second (grain) ", -2.3978952727983707),
("month", -2.3978952727983707),
("day (grain)", -2.3978952727983707)],
n = 6},
koData =
ClassData{prior = -infinity, unseen = -2.3978952727983707,
likelihoods = HashMap.fromList [], n = 0}}),
("in <named-month>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.5263605246161616,
likelihoods =
HashMap.fromList
[("September", -2.3978952727983707),
("October", -1.7047480922384253),
("February", -2.3978952727983707),
("March", -1.7047480922384253), ("month", -0.7884573603642702)],
n = 14},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("<time-of-day> - <time-of-day> (interval)",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("at <time-of-day>at <time-of-day>", -0.916290731874155),
("hourhour", -0.916290731874155)],
n = 3},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("hourhour", -0.916290731874155),
("at <time-of-day>time-of-day integer (latent)",
-1.2039728043259361),
("until <time-of-day>time-of-day integer (latent)",
-1.6094379124341003)],
n = 3}}),
("nth <time> after <time>",
Classifier{okData =
ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("dayday", -0.916290731874155),
("ordinals (first..tenth)Tuesdayintersect",
-0.916290731874155)],
n = 1},
koData =
ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("dayday", -0.916290731874155),
("ordinals (first..tenth)TuesdayChristmas",
-0.916290731874155)],
n = 1}}),
("<named-month> <day-of-month> (non ordinal)",
Classifier{okData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("Augustinteger (numeric)", -1.5040773967762742),
("month", -0.8109302162163288),
("Julyinteger (numeric)", -1.0986122886681098)],
n = 3}}),
("last <cycle> of <time>",
Classifier{okData =
ClassData{prior = -0.40546510810816444,
unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("daymonth", -1.6739764335716716),
("week (grain)intersect by \",\", \"of\", \"from\", \"'s\"",
-2.0794415416798357),
("day (grain)intersect", -2.0794415416798357),
("weekmonth", -1.6739764335716716),
("week (grain)September", -2.0794415416798357),
("day (grain)month (integer)", -2.0794415416798357)],
n = 4},
koData =
ClassData{prior = -1.0986122886681098,
unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("week (grain)<time> for <duration>", -1.791759469228055),
("weekmonth", -1.3862943611198906),
("week (grain)intersect", -1.791759469228055)],
n = 2}}),
("ordinals (composite, e.g., eighty-seven)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<cycle> last of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("week (grain)month (ordinal)", -1.9459101490553135),
("daymonth", -1.540445040947149),
("day (grain)intersect", -1.9459101490553135),
("weekmonth", -1.540445040947149),
("week (grain)intersect", -1.9459101490553135),
("day (grain)month (integer)", -1.9459101490553135)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0}}),
("after <time-of-day>",
Classifier{okData =
ClassData{prior = -infinity, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -3.295836866004329,
likelihoods =
HashMap.fromList
[("intersect", -2.5649493574615367),
("tomorrow", -1.8718021769015913), ("day", -1.466337068793427),
("Christmas", -2.5649493574615367),
("hour", -1.466337068793427),
("part of days", -1.466337068793427)],
n = 10}}),
("day (grain)",
Classifier{okData =
ClassData{prior = -0.3629054936893685, unseen = -2.890371757896165,
likelihoods = HashMap.fromList [("", 0.0)], n = 16},
koData =
ClassData{prior = -1.1895840668738362,
unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [("", 0.0)], n = 7}}),
("right now",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<day-of-week> the last of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("daymonth", -0.916290731874155),
("Tuesdayin <named-month>", -1.6094379124341003),
("Mondaymonth (integer)", -1.6094379124341003),
("Tuesdayintersect", -1.6094379124341003)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("day of <named-month>",
Classifier{okData =
ClassData{prior = -0.40546510810816444,
unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("month (integer)", -1.3862943611198906),
("March", -1.791759469228055), ("month", -0.8754687373538999),
("in <named-month>", -1.791759469228055)],
n = 4},
koData =
ClassData{prior = -1.0986122886681098,
unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("March", -1.3862943611198906), ("month", -0.9808292530117262),
("in <named-month>", -1.3862943611198906)],
n = 2}}),
("<day-of-week> last",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("day", -0.8754687373538999), ("Sunday", -1.791759469228055),
("on a <named-day>", -1.791759469228055),
("Tuesday", -1.3862943611198906)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("<month> dd-dd (interval)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("Julyinteger (numeric)integer (numeric)", -1.0986122886681098),
("month", -0.8109302162163288),
("Augustinteger (numeric)integer (numeric)",
-1.5040773967762742)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("part of days",
Classifier{okData =
ClassData{prior = -0.2876820724517809, unseen = -3.367295829986474,
likelihoods = HashMap.fromList [("", 0.0)], n = 27},
koData =
ClassData{prior = -1.3862943611198906,
unseen = -2.3978952727983707,
likelihoods = HashMap.fromList [("", 0.0)], n = 9}}),
("<hour-of-day> till third",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("at <time-of-day>", -1.3862943611198906),
("time-of-day ordinal (latent)", -1.791759469228055),
("hour", -0.8754687373538999),
("time-of-day integer (latent)", -1.791759469228055)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("time-of-day integer (latent)",
Classifier{okData =
ClassData{prior = -0.5306282510621704,
unseen = -3.2188758248682006,
likelihoods =
HashMap.fromList
[("integer (numeric)", -0.3448404862917295),
("integer 3", -1.791759469228055),
("integer 5", -2.4849066497880004)],
n = 20},
koData =
ClassData{prior = -0.8873031950009028,
unseen = -2.9444389791664407,
likelihoods =
HashMap.fromList
[("integer (numeric)", -1.0986122886681098),
("integer 10", -0.8109302162163288),
("integer 3", -2.1972245773362196),
("integer 5", -2.1972245773362196)],
n = 14}}),
("single <unit-of-duration>",
Classifier{okData =
ClassData{prior = -3.590439381300684, unseen = -3.1354942159291497,
likelihoods =
HashMap.fromList
[("week", -1.9924301646902063),
("week (grain)", -1.9924301646902063),
("day", -1.9924301646902063),
("day (grain)", -1.9924301646902063)],
n = 4},
koData =
ClassData{prior = -2.797385204240618e-2, unseen = -5.6937321388027,
likelihoods =
HashMap.fromList
[("week", -2.6458370166006375),
("month (grain)", -2.2563722498389143),
("hour (grain)", -2.001480000210124),
("year (grain)", -2.7999876964278956),
("second", -3.898599985096005),
("week (grain)", -2.6458370166006375),
("day", -2.5993170009657445),
("minute (grain)", -3.3877743613300146),
("year", -2.7999876964278956),
("second (grain) ", -3.898599985096005),
("hour", -2.001480000210124), ("month", -2.2563722498389143),
("minute", -3.3877743613300146),
("day (grain)", -2.5993170009657445)],
n = 141}}),
("dd-dd <month> (interval)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("integer (numeric)integer (numeric)July", -1.0986122886681098),
("month", -0.8109302162163288),
("integer (numeric)integer (numeric)in <named-month>",
-1.5040773967762742)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("this <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("Monday", -0.6931471805599453), ("day", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("August",
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}})]