-- Copyright (c) 2016-present, Facebook, Inc.
-- All rights reserved.
--
-- This source code is licensed under the BSD-style license found in the
-- LICENSE file in the root directory of this source tree. An additional grant
-- of patent rights can be found in the PATENTS file in the same directory.
-----------------------------------------------------------------
-- Auto-generated by regenClassifiers
--
-- DO NOT EDIT UNLESS YOU ARE SURE THAT YOU KNOW WHAT YOU ARE DOING
-- @generated
-----------------------------------------------------------------
{-# LANGUAGE OverloadedStrings #-}
module Duckling.Ranking.Classifiers.EN_XX (classifiers) where
import Data.String
import Prelude
import qualified Data.HashMap.Strict as HashMap
import Duckling.Ranking.Types
classifiers :: Classifiers
classifiers
= HashMap.fromList
[("Bhai Dooj",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<integer> to|till|before <hour-of-day>",
Classifier{okData =
ClassData{prior = -2.5649493574615367, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("integer (numeric)noon|midnight|EOD|end of day",
-0.916290731874155),
("hour", -0.916290731874155)],
n = 1},
koData =
ClassData{prior = -8.004270767353637e-2,
unseen = -3.332204510175204,
likelihoods =
HashMap.fromList
[("hour", -0.7308875085427924),
("integer (numeric)time-of-day (latent)", -0.7308875085427924)],
n = 12}}),
("week",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<time> timezone",
Classifier{okData =
ClassData{prior = -9.237332013101517e-2,
unseen = -4.23410650459726,
likelihoods =
HashMap.fromList
[("at <time-of-day>", -2.4277482359480516),
("hhhmm", -1.65455834771457),
("<time-of-day> am|pm", -2.0222831278398874),
("hh:mm", -2.2735975561207935), ("hour", -1.821612432377736),
("minute", -1.128465251817791)],
n = 31},
koData =
ClassData{prior = -2.4277482359480516,
unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("hhhmm", -1.3862943611198906), ("hh:mm", -1.791759469228055),
("minute", -1.0986122886681098)],
n = 3}}),
("Thursday",
Classifier{okData =
ClassData{prior = -7.79615414697118e-2,
unseen = -3.6635616461296463,
likelihoods = HashMap.fromList [("", 0.0)], n = 37},
koData =
ClassData{prior = -2.5902671654458267,
unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.561051950755874, unseen = -6.212606095751519,
likelihoods = HashMap.fromList [("", 0.0)], n = 497},
koData =
ClassData{prior = -0.8453861794379709, unseen = -5.929589143389895,
likelihoods = HashMap.fromList [("", 0.0)], n = 374}}),
("<year> (bc|ad)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 5},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<duration> hence|ago",
Classifier{okData =
ClassData{prior = -0.15415067982725836,
unseen = -3.784189633918261,
likelihoods =
HashMap.fromList
[("week", -1.563975538357343), ("day", -1.8152899666382492),
("year", -2.662587827025453),
("<integer> <unit-of-duration>", -1.0531499145913523),
("a <unit-of-duration>", -2.662587827025453),
("month", -2.662587827025453),
("fortnight", -2.662587827025453)],
n = 18},
koData =
ClassData{prior = -1.9459101490553135, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("year", -1.466337068793427),
("<integer> <unit-of-duration>", -1.1786549963416462),
("month", -1.8718021769015913)],
n = 3}}),
("noon|midnight|EOD|end of day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3978952727983707,
likelihoods = HashMap.fromList [("", 0.0)], n = 9},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("quarter to|till|before <hour-of-day>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("noon|midnight|EOD|end of day", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Karva Chauth",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<cycle> after|before <time>",
Classifier{okData =
ClassData{prior = -0.6931471805599453, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("day (grain)tomorrow", -1.6739764335716716),
("dayday", -1.1631508098056809),
("day (grain)yesterday", -1.6739764335716716)],
n = 4},
koData =
ClassData{prior = -0.6931471805599453, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("dayhour", -1.6739764335716716),
("year (grain)Christmas", -2.0794415416798357),
("dayday", -2.0794415416798357),
("day (grain)intersect", -1.6739764335716716),
("day (grain)Easter Sunday", -2.0794415416798357),
("yearday", -2.0794415416798357)],
n = 4}}),
("Easter Monday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Navaratri",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Martin Luther King's Day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.4849066497880004,
likelihoods = HashMap.fromList [("", 0.0)], n = 10},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("integer (20..90)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [("", 0.0)], n = 7},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Shemini Atzeret",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("in <duration> at <time-of-day>",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("dayhour", -1.3862943611198906),
("yearhour", -1.3862943611198906),
("<integer> <unit-of-duration><time-of-day> am|pm",
-0.9808292530117262)],
n = 2},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("dayhour", -1.3862943611198906),
("yearhour", -1.3862943611198906),
("<integer> <unit-of-duration>time-of-day (latent)",
-0.9808292530117262)],
n = 2}}),
("Maha Shivaratri",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Ramadan",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Lazarus Saturday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("intersect 2 numbers",
Classifier{okData =
ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("compose by multiplicationinteger (0..19)",
-0.2231435513142097)],
n = 3},
koData =
ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("powers of tensinteger (0..19)", -0.2231435513142097)],
n = 3}}),
("mm/yyyy",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("from|since|after <time>",
Classifier{okData =
ClassData{prior = -1.70810943994113, unseen = -4.51085950651685,
likelihoods =
HashMap.fromList
[("<day-of-month> (ordinal or number) <named-month>",
-3.8066624897703196),
("July", -3.8066624897703196),
("intersect", -3.8066624897703196),
("year (latent)", -3.4011973816621555),
("day", -2.4203681286504293),
("the <day-of-month> (ordinal)", -3.4011973816621555),
("the <day-of-month> (number)", -3.8066624897703196),
("time-of-day (latent)", -2.5538995212749516),
("year", -3.4011973816621555),
("<time-of-day> am|pm", -2.5538995212749516),
("hh:mm", -2.890371757896165),
("<day-of-month> (ordinal)", -3.4011973816621555),
("hour", -1.9348603128687285), ("month", -3.4011973816621555),
("minute", -2.890371757896165),
("August", -3.8066624897703196)],
n = 27},
koData =
ClassData{prior = -0.19992526121220253,
unseen = -5.638354669333745,
likelihoods =
HashMap.fromList
[("<integer> to|till|before <hour-of-day>", -4.02535169073515),
("week", -4.941642422609305),
("<day-of-month> (ordinal or number) <named-month>",
-4.941642422609305),
("today", -4.941642422609305),
("intersect", -2.995732273553991),
("<time> for <duration>", -4.248495242049359),
("second", -4.941642422609305), ("now", -3.236894330370879),
("tomorrow", -4.53617731450114),
("this|last|next <cycle>", -4.941642422609305),
("day", -1.784642001459191),
("the <day-of-month> (ordinal)", -4.53617731450114),
("the <day-of-month> (number)", -3.5553480614894135),
("time-of-day (latent)", -2.4992953872401),
("<time-of-day> am|pm", -4.248495242049359),
("hh:mm", -4.53617731450114), ("nograin", -3.236894330370879),
("intersect by \",\", \"of\", \"from\", \"'s\"",
-4.53617731450114),
("<named-month>|<named-day> <day-of-month> (ordinal)",
-4.941642422609305),
("<day-of-month> (ordinal)", -3.8430301339411947),
("Easter Sunday", -4.941642422609305),
("Christmas", -4.248495242049359),
("hour", -2.3389527371649206), ("month", -4.941642422609305),
("<datetime> - <datetime> (interval)", -2.744417845273085),
("<time-of-day> - <time-of-day> (interval)",
-2.995732273553991),
("<named-month> <day-of-month> (non ordinal)",
-4.53617731450114),
("minute", -1.9972034434428638),
("right now", -4.941642422609305),
("<month> dd-dd (interval)", -4.248495242049359),
("part of days", -4.941642422609305),
("dd-dd <month> (interval)", -4.53617731450114)],
n = 122}}),
("integer after|past <hour-of-day>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("integer (numeric)noon|midnight|EOD|end of day",
-1.791759469228055),
("hour", -0.8754687373538999),
("integer (numeric)time-of-day (latent)", -1.3862943611198906),
("integer (20..90)time-of-day (latent)", -1.791759469228055)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("<ordinal> last <cycle> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.4011973816621555,
likelihoods =
HashMap.fromList
[("ordinals (first..twentieth,thirtieth,...)week (grain)year (latent)",
-2.268683541318364),
("daymonth", -2.268683541318364),
("ordinal (digits)day (grain)May", -2.6741486494265287),
("ordinals (first..twentieth,thirtieth,...)week (grain)intersect",
-2.6741486494265287),
("weekmonth", -1.7578579175523736),
("ordinal (digits)week (grain)October", -2.6741486494265287),
("ordinal (digits)week (grain)intersect", -2.6741486494265287),
("ordinal (digits)week (grain)year (latent)",
-2.6741486494265287),
("weekyear", -1.9810014688665833),
("ordinals (first..twentieth,thirtieth,...)week (grain)October",
-2.6741486494265287),
("ordinals (first..twentieth,thirtieth,...)day (grain)May",
-2.6741486494265287)],
n = 9},
koData =
ClassData{prior = -infinity, unseen = -2.4849066497880004,
likelihoods = HashMap.fromList [], n = 0}}),
("Yom HaShoah",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<day-of-month> (ordinal or number) <named-month>",
Classifier{okData =
ClassData{prior = -1.041453874828161, unseen = -3.1354942159291497,
likelihoods =
HashMap.fromList
[("ordinal (digits)October", -2.3978952727983707),
("ordinal (digits)December", -1.7047480922384253),
("ordinal (digits)February", -2.3978952727983707),
("integer (numeric)April", -2.3978952727983707),
("month", -1.1451323043030026)],
n = 6},
koData =
ClassData{prior = -0.4353180712578455,
unseen = -3.4965075614664802,
likelihoods =
HashMap.fromList
[("ordinal (digits)October", -2.772588722239781),
("ordinal (digits)July", -2.0794415416798357),
("integer (numeric)September", -2.367123614131617),
("ordinal (digits)August", -2.772588722239781),
("ordinal (digits)April", -2.772588722239781),
("month", -0.9808292530117262),
("integer (numeric)July", -2.0794415416798357)],
n = 11}}),
("<time> <part-of-day>",
Classifier{okData =
ClassData{prior = -0.19105523676270922,
unseen = -4.6443908991413725,
likelihoods =
HashMap.fromList
[("<day-of-month> (ordinal)in|during the <part-of-day>",
-3.9415818076696905),
("dayhour", -1.499234772300486),
("Mondayearly morning", -3.536116699561526),
("time-of-day (latent)tonight", -3.536116699561526),
("hourhour", -2.236833715431265),
("<time-of-day> o'clockin|during the <part-of-day>",
-3.9415818076696905),
("todaypart of days", -3.9415818076696905),
("minutehour", -2.6888188391743224),
("at <time-of-day>in|during the <part-of-day>",
-3.536116699561526),
("time-of-day (latent)this <part-of-day>", -3.9415818076696905),
("Mondayin|during the <part-of-day>", -3.9415818076696905),
("intersectpart of days", -3.0252910757955354),
("Saturdaypart of days", -3.9415818076696905),
("intersectin|during the <part-of-day>", -3.9415818076696905),
("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
-3.9415818076696905),
("the <day-of-month> (ordinal)in|during the <part-of-day>",
-3.9415818076696905),
("tomorrowpart of days", -2.33214389523559),
("hh:mmin|during the <part-of-day>", -3.0252910757955354),
("time-of-day (latent)in|during the <part-of-day>",
-3.9415818076696905),
("hhmm (latent)in|during the <part-of-day>",
-3.9415818076696905),
("yesterdaypart of days", -3.536116699561526),
("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-3.9415818076696905),
("Mondaypart of days", -3.9415818076696905)],
n = 38},
koData =
ClassData{prior = -1.749199854809259, unseen = -3.784189633918261,
likelihoods =
HashMap.fromList
[("dayhour", -3.068052935133617),
("yearhour", -3.068052935133617),
("monthhour", -3.068052935133617),
("hourhour", -1.9694406464655074),
("at <time-of-day>in|during the <part-of-day>",
-3.068052935133617),
("year (latent)in|during the <part-of-day>",
-3.068052935133617),
("Februaryin|during the <part-of-day>", -3.068052935133617),
("tomorrowpart of days", -3.068052935133617),
("time-of-day (latent)in|during the <part-of-day>",
-2.151762203259462)],
n = 8}}),
("today",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3978952727983707,
likelihoods = HashMap.fromList [("", 0.0)], n = 9},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("mm/dd",
Classifier{okData =
ClassData{prior = -1.2163953243244932,
unseen = -2.3025850929940455,
likelihoods = HashMap.fromList [("", 0.0)], n = 8},
koData =
ClassData{prior = -0.3513978868378886, unseen = -3.044522437723423,
likelihoods = HashMap.fromList [("", 0.0)], n = 19}}),
("at <time-of-day>",
Classifier{okData =
ClassData{prior = -0.24557058710165408,
unseen = -5.3471075307174685,
likelihoods =
HashMap.fromList
[("<time> timezone", -3.9560398908449206),
("noon|midnight|EOD|end of day", -4.243721963296701),
("integer after|past <hour-of-day>", -3.9560398908449206),
("<time-of-day> o'clock", -4.6491870714048655),
("half after|past <hour-of-day>", -4.6491870714048655),
("hhhmm", -3.3964241029094975),
("<hour-of-day> <integer>", -3.9560398908449206),
("time-of-day (latent)", -1.6787726058351646),
("hhmm (latent)", -3.9560398908449206),
("<time-of-day> am|pm", -2.010129741789607),
("hh:mm", -3.262892710284975),
("about|exactly <time-of-day>", -4.243721963296701),
("hour", -1.1526795099383855),
("<time-of-day> sharp|exactly", -4.6491870714048655),
("minute", -1.845826690498331)],
n = 97},
koData =
ClassData{prior = -1.5244446996007077, unseen = -4.248495242049359,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -0.9760099665757773),
("<time-of-day> am|pm", -3.1354942159291497),
("hour", -0.9019019944220554)],
n = 27}}),
("December",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("absorption of , after named day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.58351893845611,
likelihoods =
HashMap.fromList
[("Wednesday", -2.8622008809294686),
("Saturday", -2.8622008809294686),
("Monday", -2.456735772821304), ("Friday", -1.6094379124341003),
("day", -0.8472978603872037), ("Sunday", -2.8622008809294686),
("on <day>", -2.169053700369523)],
n = 14},
koData =
ClassData{prior = -infinity, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [], n = 0}}),
("September",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [("", 0.0)], n = 7},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("tonight",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.4849066497880004,
likelihoods = HashMap.fromList [("", 0.0)], n = 10},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("last|past|next <duration>",
Classifier{okData =
ClassData{prior = -3.17486983145803e-2,
unseen = -4.2626798770413155,
likelihoods =
HashMap.fromList
[("week", -2.456735772821304), ("second", -2.639057329615259),
("day", -2.3025850929940455), ("year", -2.639057329615259),
("<integer> <unit-of-duration>", -0.7827593392496325),
("hour", -2.639057329615259), ("month", -2.639057329615259),
("minute", -2.639057329615259)],
n = 31},
koData =
ClassData{prior = -3.4657359027997265,
unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("<integer> <unit-of-duration>", -1.6094379124341003),
("hour", -1.6094379124341003)],
n = 1}}),
("the ides of <named-month>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("March", -0.6931471805599453), ("month", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("the <day-of-month> (ordinal or number) of <named-month>",
Classifier{okData =
ClassData{prior = -0.7621400520468967, unseen = -3.044522437723423,
likelihoods =
HashMap.fromList
[("ordinals (first..twentieth,thirtieth,...)March",
-1.6094379124341003),
("ordinal (digits)February", -1.8971199848858813),
("month", -0.916290731874155),
("ordinal (digits)March", -1.8971199848858813)],
n = 7},
koData =
ClassData{prior = -0.6286086594223742,
unseen = -3.1354942159291497,
likelihoods =
HashMap.fromList
[("ordinal (digits)July", -1.4816045409242156),
("month", -0.8938178760220964),
("integer (numeric)July", -1.4816045409242156)],
n = 8}}),
("integer (0..19)",
Classifier{okData =
ClassData{prior = -1.227009259181436e-2,
unseen = -4.418840607796598,
likelihoods = HashMap.fromList [("", 0.0)], n = 81},
koData =
ClassData{prior = -4.406719247264253, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("in|during <named-month>|year",
Classifier{okData =
ClassData{prior = -0.2744368457017603,
unseen = -3.8066624897703196,
likelihoods =
HashMap.fromList
[("<year> (bc|ad)", -1.9924301646902063),
("October", -3.0910424533583156),
("year (latent)", -1.2992829841302609),
("year", -0.9509762898620451), ("March", -2.6855773452501515),
("month", -2.3978952727983707)],
n = 19},
koData =
ClassData{prior = -1.4271163556401458,
unseen = -2.9444389791664407,
likelihoods =
HashMap.fromList
[("October", -1.5040773967762742),
("year (latent)", -1.5040773967762742),
("year", -1.5040773967762742), ("month", -1.5040773967762742)],
n = 6}}),
("<part-of-day> at <time-of-day>",
Classifier{okData =
ClassData{prior = -8.223809823697212e-2,
unseen = -4.406719247264253,
likelihoods =
HashMap.fromList
[("this <part-of-day>hh:mm", -3.7013019741124937),
("tonighthh:mm", -3.7013019741124937),
("hourhour", -0.8979415932059586),
("hourminute", -3.0081547935525483),
("in|during the <part-of-day>time-of-day (latent)",
-3.7013019741124937),
("this <part-of-day>time-of-day (latent)", -1.9965538818740682),
("early morningtime-of-day (latent)", -3.7013019741124937),
("tonight<time-of-day> o'clock", -3.7013019741124937),
("tonighttime-of-day (latent)", -2.7850112422383386),
("part of dayshh:mm", -3.7013019741124937),
("part of daystime-of-day (latent)", -1.6218604324326575)],
n = 35},
koData =
ClassData{prior = -2.538973871058276, unseen = -2.890371757896165,
likelihoods =
HashMap.fromList
[("hourhour", -1.4469189829363254),
("this <part-of-day>time-of-day (latent)", -2.1400661634962708),
("tonighttime-of-day (latent)", -2.1400661634962708),
("part of daystime-of-day (latent)", -2.1400661634962708)],
n = 3}}),
("between <time-of-day> and <time-of-day> (interval)",
Classifier{okData =
ClassData{prior = -0.40546510810816444,
unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("minuteminute", -1.6739764335716716),
("hh:mmhh:mm", -2.0794415416798357),
("<time-of-day> am|pmtime-of-day (latent)",
-2.0794415416798357),
("hhhmmhhhmm", -2.0794415416798357),
("minutehour", -1.6739764335716716),
("<time-of-day> am|pm<time-of-day> am|pm",
-2.0794415416798357)],
n = 4},
koData =
ClassData{prior = -1.0986122886681098,
unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -1.791759469228055),
("minutehour", -1.3862943611198906),
("hhhmmtime-of-day (latent)", -1.791759469228055)],
n = 2}}),
("Halloween",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Passover",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("from <month> dd-dd (interval)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("Julyinteger (numeric)integer (numeric)", -1.6094379124341003),
("Augustordinal (digits)integer (numeric)",
-1.6094379124341003),
("month", -0.916290731874155),
("Augustordinal (digits)ordinal (digits)",
-1.6094379124341003)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("Good Friday",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),
("October",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.258096538021482,
likelihoods = HashMap.fromList [("", 0.0)], n = 24},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("month (grain)",
Classifier{okData =
ClassData{prior = -0.11122563511022437, unseen = -3.58351893845611,
likelihoods = HashMap.fromList [("", 0.0)], n = 34},
koData =
ClassData{prior = -2.2512917986064953, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),
("<integer> more <unit-of-duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("integer (numeric)minute (grain)", -0.6931471805599453),
("minute", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("<time-of-day> o'clock",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("at <time-of-day>", -2.0794415416798357),
("<part-of-day> at <time-of-day>", -2.0794415416798357),
("time-of-day (latent)", -1.1631508098056809),
("hour", -0.8266785731844679)],
n = 6},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("Vesak",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Earth Hour",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("in|within|after <duration>",
Classifier{okData =
ClassData{prior = -0.178691788743376, unseen = -4.718498871295094,
likelihoods =
HashMap.fromList
[("week", -3.3232358401924436),
("<integer> more <unit-of-duration>", -4.0163830207523885),
("three-quarters of an hour", -3.100092288878234),
("<integer> + '\"", -3.3232358401924436),
("number.number hours", -4.0163830207523885),
("second", -3.6109179126442243),
("half a <time-grain>", -3.100092288878234),
("day", -3.3232358401924436), ("year", -4.0163830207523885),
("<integer> <unit-of-duration>", -1.6184877479540183),
("a <unit-of-duration>", -3.100092288878234),
("quarter of an hour", -3.100092288878234),
("hour", -2.512305623976115),
("about|exactly <duration>", -4.0163830207523885),
("half an hour (abbrev).", -3.6109179126442243),
("<integer> and an half hour", -4.0163830207523885),
("minute", -1.3083328196501787)],
n = 46},
koData =
ClassData{prior = -1.8101086078962516,
unseen = -3.6375861597263857,
likelihoods =
HashMap.fromList
[("day", -2.917770732084279), ("quarter", -2.917770732084279),
("year", -1.6650077635889111),
("<integer> <unit-of-duration>", -1.6650077635889111),
("a <unit-of-duration>", -2.2246235515243336),
("month", -2.917770732084279)],
n = 9}}),
("the closest <day> to <time>",
Classifier{okData =
ClassData{prior = -0.2876820724517809,
unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("dayday", -1.0986122886681098),
("Christmastoday", -1.791759469228055),
("Monday<named-month>|<named-day> <day-of-month> (ordinal)",
-1.791759469228055),
("Monday<named-month> <day-of-month> (non ordinal)",
-1.791759469228055)],
n = 3},
koData =
ClassData{prior = -1.3862943611198906,
unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("daymonth", -1.3862943611198906),
("MondayOctober", -1.3862943611198906)],
n = 1}}),
("January",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("three-quarters of an hour",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Mattu Pongal",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Wednesday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3025850929940455,
likelihoods = HashMap.fromList [("", 0.0)], n = 8},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("half after|past <hour-of-day>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("<integer> + '\"",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("half <integer> (UK style hour-of-day)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Ganesh Chaturthi",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("July",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.5553480614894135,
likelihoods = HashMap.fromList [("", 0.0)], n = 33},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<time-of-day> <part-of-day>",
Classifier{okData =
ClassData{prior = -0.12516314295400605,
unseen = -3.6888794541139363,
likelihoods =
HashMap.fromList
[("time-of-day (latent)tonight", -2.5649493574615367),
("hourhour", -1.3609765531356008),
("<time-of-day> o'clockin|during the <part-of-day>",
-2.9704144655697013),
("minutehour", -1.717651497074333),
("at <time-of-day>in|during the <part-of-day>",
-2.277267285009756),
("time-of-day (latent)this <part-of-day>", -2.9704144655697013),
("hh:mmin|during the <part-of-day>", -2.0541237336955462),
("time-of-day (latent)in|during the <part-of-day>",
-2.277267285009756),
("hhmm (latent)in|during the <part-of-day>",
-2.9704144655697013)],
n = 15},
koData =
ClassData{prior = -2.1400661634962708, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("hourhour", -1.466337068793427),
("time-of-day (latent)in|during the <part-of-day>",
-1.466337068793427)],
n = 2}}),
("the nth <time> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("daymonth", -0.6931471805599453),
("ordinals (first..twentieth,thirtieth,...)Mondaythis|last|next <cycle>",
-0.6931471805599453)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("hour (grain)",
Classifier{okData =
ClassData{prior = -1.4000876832522264, unseen = -2.995732273553991,
likelihoods = HashMap.fromList [("", 0.0)], n = 18},
koData =
ClassData{prior = -0.28312625591592017, unseen = -4.04305126783455,
likelihoods = HashMap.fromList [("", 0.0)], n = 55}}),
("Parsi New Year",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Shavuot",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<day> <duration> hence|ago",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("daymonth", -1.3862943611198906),
("Thanksgiving Day<integer> <unit-of-duration>",
-1.0986122886681098),
("dayyear", -1.3862943611198906),
("Diwali<integer> <unit-of-duration>", -1.791759469228055)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("<ordinal> quarter",
Classifier{okData =
ClassData{prior = -0.4700036292457356, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("ordinal (digits)quarter (grain)", -1.1786549963416462),
("ordinals (first..twentieth,thirtieth,...)quarter (grain)",
-1.466337068793427),
("quarter", -0.7731898882334817)],
n = 5},
koData =
ClassData{prior = -0.9808292530117262,
unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("ordinal (digits)quarter (grain)", -0.8109302162163288),
("quarter", -0.8109302162163288)],
n = 3}}),
("Boss's Day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Orthodox Easter Sunday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("one twenty two",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("May",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.4884848944913853, unseen = -7.199678345691172,
likelihoods =
HashMap.fromList
[("Navaratriyear (latent)", -6.505784060128229),
("Karva Chauthyear (latent)", -6.505784060128229),
("<day-of-month> (ordinal)in|during the <part-of-day>",
-6.505784060128229),
("Maha Shivaratriyear (latent)", -6.505784060128229),
("Ramadanyear (latent)", -5.253021091632861),
("<datetime> - <datetime> (interval)on <day>",
-5.119489699008338),
("Bhai Doojyear (latent)", -6.505784060128229),
("hourday", -4.490881039585964),
("dayhour", -3.4612616224048054),
("<time-of-day> - <time-of-day> (interval)on <day>",
-5.119489699008338),
("Martin Luther King's Dayyear (latent)", -6.100318952020064),
("Shemini Atzeretyear (latent)", -6.505784060128229),
("daymonth", -4.365717896631958),
("monthday", -6.100318952020064),
("monthyear", -4.633981883226637),
("Yom Ha'atzmautyear (latent)", -6.505784060128229),
("Orthodox Good Fridayyear (latent)", -6.100318952020064),
("Vijayadashamiyear (latent)", -6.505784060128229),
("Thanksgiving Dayyear (latent)", -5.407171771460119),
("Thai Pongalyear (latent)", -5.8126368795682835),
("Thiru Onamyear (latent)", -5.8126368795682835),
("hhhmmabsorption of , after named day", -6.505784060128229),
("Tuesdaythe <day-of-month> (ordinal)", -6.505784060128229),
("from <datetime> - <datetime> (interval)July",
-5.589493328254074),
("<day-of-month> (ordinal)Wednesday", -6.505784060128229),
("Krishna Janmashtamiyear (latent)", -6.100318952020064),
("Guru Gobind Singh Jayantiyear (latent)", -6.505784060128229),
("houryear", -5.589493328254074),
("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-6.505784060128229),
("Christmas<time-of-day> am|pm", -6.505784060128229),
("<day-of-month> (ordinal)October", -6.505784060128229),
("last <day-of-week> of <time>year (latent)",
-6.505784060128229),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.8126368795682835),
("intersectin|during <named-month>|year", -6.505784060128229),
("<time-of-day> am|pmintersect", -5.253021091632861),
("Earth Houryear (latent)", -6.505784060128229),
("Ganesh Chaturthiyear (latent)", -6.505784060128229),
("Octoberyear (latent)", -4.896346147694128),
("intersect<time-of-day> am|pm", -6.505784060128229),
("Mattu Pongalyear (latent)", -6.505784060128229),
("Saturday<part-of-day> at <time-of-day>", -6.505784060128229),
("Shavuotyear (latent)", -6.505784060128229),
("Parsi New Yearyear (latent)", -5.589493328254074),
("at <time-of-day>in|within|after <duration>",
-6.505784060128229),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.505784060128229),
("todayin|within|after <duration>", -6.505784060128229),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-6.100318952020064),
("Marchyear (latent)", -6.505784060128229),
("intersect by \",\", \"of\", \"from\", \"'s\"hhhmm",
-6.100318952020064),
("Sukkotyear (latent)", -6.100318952020064),
("hhhmmintersect", -6.100318952020064),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-6.100318952020064),
("Clean Mondayyear (latent)", -6.100318952020064),
("monthhour", -6.100318952020064),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.589493328254074),
("todayat <time-of-day>", -6.505784060128229),
("Thursday<time> timezone", -4.107888787329858),
("tonight<time-of-day> am|pm", -6.505784060128229),
("time-of-day (latent)tonight", -6.100318952020064),
("from|since|after <time>December", -6.505784060128229),
("<time-of-day> am|pmon <day>", -4.490881039585964),
("this <time>hh(:mm) - <time-of-day> am|pm",
-6.505784060128229),
("yyyy-mm-ddhh:mm:ss", -6.100318952020064),
("dayday", -3.7331953378884473),
("<time> <part-of-day>at <time-of-day>", -6.100318952020064),
("mm/ddat <time-of-day>", -5.8126368795682835),
("tonightat <time-of-day>", -5.407171771460119),
("<time-of-day> am|pmabsorption of , after named day",
-5.8126368795682835),
("Dayananda Saraswati Jayantiyear (latent)",
-6.505784060128229),
("today<time-of-day> am|pm", -6.505784060128229),
("Februarythe <day-of-month> (ordinal)", -6.100318952020064),
("at <time-of-day><time> <part-of-day>", -6.505784060128229),
("<day-of-month> (ordinal)intersect", -5.8126368795682835),
("mm/dd<time-of-day> am|pm", -6.505784060128229),
("hourhour", -3.5353695945585275),
("Mahavir Jayantiyear (latent)", -6.100318952020064),
("Navaratriin|during <named-month>|year", -6.505784060128229),
("Wednesdaythis|last|next <cycle>", -6.505784060128229),
("Lentyear (latent)", -6.505784060128229),
("intersect<named-month> <day-of-month> (non ordinal)",
-4.633981883226637),
("Boghiyear (latent)", -6.505784060128229),
("dayyear", -1.9106642099936384),
("Karva Chauthin|during <named-month>|year",
-6.505784060128229),
("Thursdayfrom|since|after <time>", -6.100318952020064),
("<time-of-day> o'clockin|during the <part-of-day>",
-6.505784060128229),
("Thursdayat <time-of-day>", -5.8126368795682835),
("Islamic New Yearyear (latent)", -6.100318952020064),
("Laylat al-Qadryear (latent)", -5.589493328254074),
("part of days<time-of-day> am|pm", -6.505784060128229),
("Shrove Tuesdayyear (latent)", -6.505784060128229),
("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-5.8126368795682835),
("hourminute", -6.100318952020064),
("<time-of-day> am|pmtomorrow", -5.589493328254074),
("Yom Kippuryear (latent)", -6.505784060128229),
("<day-of-month> (ordinal)Tuesday", -5.8126368795682835),
("<part-of-day> of <time>year (latent)", -6.505784060128229),
("minutehour", -5.253021091632861),
("Kaanum Pongalyear (latent)", -6.100318952020064),
("Maha Saptamiyear (latent)", -6.505784060128229),
("at <time-of-day>in|during the <part-of-day>",
-5.8126368795682835),
("time-of-day (latent)tomorrow", -5.589493328254074),
("part of daysat <time-of-day>", -4.896346147694128),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-4.490881039585964),
("for <duration> from <time>December", -6.505784060128229),
("tomorrow<time-of-day> sharp|exactly", -6.505784060128229),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.253021091632861),
("intersect by \",\", \"of\", \"from\" for yearhhhmm",
-5.253021091632861),
("time-of-day (latent)this <part-of-day>", -6.505784060128229),
("Pentecostyear (latent)", -6.505784060128229),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.253021091632861),
("<day-of-month> (ordinal)February", -6.505784060128229),
("Eid al-Fitryear (latent)", -5.119489699008338),
("Vasant Panchamiin|during <named-month>|year",
-6.505784060128229),
("Mondayin|during the <part-of-day>", -6.505784060128229),
("Chhathin|during <named-month>|year", -6.505784060128229),
("Diwaliin|during <named-month>|year", -6.505784060128229),
("this <part-of-day><time-of-day> am|pm", -6.505784060128229),
("Vaisakhiin|during <named-month>|year", -6.505784060128229),
("Guru Ravidass Jayantiyear (latent)", -5.253021091632861),
("Raksha Bandhanyear (latent)", -6.505784060128229),
("daysecond", -6.100318952020064),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-6.100318952020064),
("Ratha-Yatrayear (latent)", -6.505784060128229),
("Ashurayear (latent)", -6.505784060128229),
("Tuesdayin|during <named-month>|year", -6.505784060128229),
("Chinese New Yearyear (latent)", -6.505784060128229),
("tomorrowintersect", -6.505784060128229),
("Lag BaOmeryear (latent)", -6.505784060128229),
("last weekend of <named-month>year (latent)",
-6.505784060128229),
("Eid al-Adhayear (latent)", -4.365717896631958),
("intersectin|during the <part-of-day>", -6.505784060128229),
("Palm Sundayyear (latent)", -6.505784060128229),
("Christmasat <time-of-day>", -6.505784060128229),
("Passoveryear (latent)", -6.505784060128229),
("Lazarus Saturdayyear (latent)", -6.505784060128229),
("<day-of-month> (ordinal or number) <named-month>year (latent)",
-6.100318952020064),
("hhhmmon <day>", -5.589493328254074),
("Yom HaShoahyear (latent)", -6.100318952020064),
("Thursday<datetime> - <datetime> (interval)",
-6.100318952020064),
("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
-6.505784060128229),
("Septemberyear (latent)", -6.100318952020064),
("Thursday<time-of-day> - <time-of-day> (interval)",
-5.001706663351954),
("Halloweenyear (latent)", -6.505784060128229),
("<ordinal> last <cycle> of <time>year (latent)",
-6.100318952020064),
("from <time-of-day> - <time-of-day> (interval)on <day>",
-5.8126368795682835),
("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
-6.505784060128229),
("at <time-of-day>intersect", -5.589493328254074),
("Rosh Hashanahyear (latent)", -5.8126368795682835),
("Dhanterasyear (latent)", -6.505784060128229),
("Tu BiShvatyear (latent)", -6.505784060128229),
("<day-of-month> (ordinal)December", -5.8126368795682835),
("Holiyear (latent)", -5.8126368795682835),
("<time-of-day> - <time-of-day> (interval)tomorrow",
-6.505784060128229),
("Holika Dahanyear (latent)", -5.8126368795682835),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-6.100318952020064),
("dayminute", -3.121393796782454),
("Mawlidyear (latent)", -6.505784060128229),
("from <datetime> - <datetime> (interval)on <day>",
-6.100318952020064),
("<datetime> - <datetime> (interval)tomorrow",
-6.505784060128229),
("Jumu'atul-Widayear (latent)", -5.589493328254074),
("minuteday", -2.756279984197857),
("absorption of , after named dayintersect",
-5.8126368795682835),
("intersectyear (latent)", -6.100318952020064),
("Orthodox Easter Sundayyear (latent)", -6.505784060128229),
("time-of-day (latent)in|within|after <duration>",
-6.505784060128229),
("<ordinal> <cycle> of <time>year (latent)",
-6.505784060128229),
("intersecthhhmm", -6.100318952020064),
("the <day-of-month> (ordinal)in|during the <part-of-day>",
-6.505784060128229),
("Boss's Dayyear (latent)", -6.100318952020064),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-6.505784060128229),
("Global Youth Service Dayyear (latent)", -6.505784060128229),
("Dhanterasin|during <named-month>|year", -6.505784060128229),
("tonight<time-of-day> o'clock", -6.505784060128229),
("Tisha B'Avyear (latent)", -6.505784060128229),
("Isra and Mi'rajyear (latent)", -5.589493328254074),
("at <time-of-day>on <day>", -4.896346147694128),
("at <time-of-day>absorption of , after named day",
-6.100318952020064),
("time-of-day (latent)<time> <part-of-day>",
-5.8126368795682835),
("Christmasyear (latent)", -6.100318952020064),
("Saturdayintersect", -6.505784060128229),
("Naraka Chaturdashiyear (latent)", -6.100318952020064),
("Thai Pongalin|during <named-month>|year", -6.505784060128229),
("dayweek", -6.505784060128229),
("Easter Sundayyear (latent)", -5.8126368795682835),
("between <time-of-day> and <time-of-day> (interval)on <day>",
-6.100318952020064),
("weekyear", -5.407171771460119),
("King's Dayyear (latent)", -5.001706663351954),
("hh:mmin|during the <part-of-day>", -5.589493328254074),
("<cycle> after|before <time><time-of-day> am|pm",
-6.100318952020064),
("first|second|third|fourth|fifth <day-of-week> of <time>year (latent)",
-5.8126368795682835),
("Hanukkahyear (latent)", -5.8126368795682835),
("Rama Navamiyear (latent)", -6.505784060128229),
("February<time> <part-of-day>", -6.505784060128229),
("time-of-day (latent)in|during the <part-of-day>",
-5.8126368795682835),
("Great Lentyear (latent)", -6.505784060128229),
("tomorrowat <time-of-day>", -5.8126368795682835),
("hhmm (latent)in|during the <part-of-day>",
-6.505784060128229),
("tomorrow<part-of-day> at <time-of-day>", -6.100318952020064),
("Ugadiyear (latent)", -5.119489699008338),
("Vaisakhiyear (latent)", -5.8126368795682835),
("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-5.8126368795682835),
("last <cycle> of <time>year (latent)", -5.8126368795682835),
("at <time-of-day>tomorrow", -6.100318952020064),
("tomorrow<time-of-day> am|pm", -6.505784060128229),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-6.505784060128229),
("Diwaliyear (latent)", -6.505784060128229),
("between <time> and <time>on <day>", -6.100318952020064),
("Black Fridayyear (latent)", -6.100318952020064),
("the <ordinal> last <cycle> of <time>year (latent)",
-6.505784060128229),
("in|during the <part-of-day>at <time-of-day>",
-6.505784060128229),
("Chhathyear (latent)", -6.100318952020064),
("Vasant Panchamiyear (latent)", -6.505784060128229),
("Rabindra Jayantiyear (latent)", -5.253021091632861),
("this <part-of-day>at <time-of-day>", -5.253021091632861),
("St Patrick's Dayyear (latent)", -6.505784060128229),
("Thursday<time> (timezone)", -6.505784060128229),
("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-6.505784060128229),
("Pargat Diwasyear (latent)", -5.253021091632861),
("<datetime> - <datetime> (interval)July", -6.100318952020064),
("on <day><named-month> <day-of-month> (non ordinal)",
-5.8126368795682835),
("Februaryintersect", -6.505784060128229),
("Simchat Torahyear (latent)", -6.505784060128229),
("minuteyear", -6.505784060128229)],
n = 516},
koData =
ClassData{prior = -0.9507664776432105, unseen = -6.863803391452954,
likelihoods =
HashMap.fromList
[("Thursdayhhhmm", -4.665533335715182),
("hourday", -3.5669210470470722),
("<hour-of-day> <integer><time-of-day> am|pm",
-6.169610732491456),
("<day-of-month> (ordinal)August", -6.169610732491456),
("dayhour", -3.428770708566255),
("<time> timezoneyear (latent)", -5.476463551931511),
("<time-of-day> - <time-of-day> (interval)on <day>",
-5.253320000617301),
("Tuesdayfrom|since|after <time>", -5.476463551931511),
("daymonth", -3.461560531389246),
("hourquarter", -5.253320000617301),
("monthyear", -4.916847763996088),
("<time-of-day> am|pmyear (latent)", -5.476463551931511),
("Thai Pongalyear (latent)", -5.476463551931511),
("intersecthh:mm", -6.169610732491456),
("from <datetime> - <datetime> (interval)July",
-5.764145624383292),
("<day-of-month> (ordinal)Wednesday", -6.169610732491456),
("houryear", -4.377851263263401),
("from <time-of-day> - <time-of-day> (interval)July",
-6.169610732491456),
("<day-of-month> (ordinal)October", -6.169610732491456),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.476463551931511),
("hournograin", -4.916847763996088),
("<time-of-day> am|pmintersect", -4.916847763996088),
("Octoberyear (latent)", -6.169610732491456),
("Good Fridayyear (latent)", -5.764145624383292),
("time-of-day (latent)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.764145624383292),
("early morningat <time-of-day>", -6.169610732491456),
("until <time>on <day>", -5.476463551931511),
("part of days<time-of-day> - <time-of-day> (interval)",
-6.169610732491456),
("time-of-day (latent)intersect", -5.476463551931511),
("todayin <number> (implicit minutes)", -6.169610732491456),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.476463551931511),
("this <part-of-day><time-of-day> - <time-of-day> (interval)",
-6.169610732491456),
("about|exactly <time-of-day>year (latent)",
-6.169610732491456),
("hh:mmon <day>", -4.916847763996088),
("hhhmmintersect", -5.764145624383292),
("absorption of , after named dayJuly", -5.253320000617301),
("from|since|after <time>July", -5.764145624383292),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-5.253320000617301),
("Clean Mondayyear (latent)", -6.169610732491456),
("monthhour", -6.169610732491456),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.764145624383292),
("hourmonth", -4.029544568995185),
("todayat <time-of-day>", -6.169610732491456),
("hhhmmyear (latent)", -4.916847763996088),
("from|since|after <time>December", -6.169610732491456),
("from|since|after <time><time-of-day> am|pm",
-6.169610732491456),
("<time-of-day> am|pmon <day>", -4.916847763996088),
("Mondayyear (latent)", -5.476463551931511),
("dayday", -4.029544568995185),
("mm/ddat <time-of-day>", -5.253320000617301),
("on <day>September", -5.476463551931511),
("time-of-day (latent)September", -5.764145624383292),
("hourhour", -4.09016919081162),
("time-of-day (latent)on <day>", -4.665533335715182),
("time-of-day (latent)<cycle> after|before <time>",
-5.764145624383292),
("dayyear", -3.125088294768033),
("Thursdaymm/dd", -6.169610732491456),
("New Year's Dayyear (latent)", -5.253320000617301),
("time-of-day (latent)Sunday", -5.764145624383292),
("Thursdayfrom|since|after <time>", -4.46486264025303),
("Thursdayat <time-of-day>", -4.560172820057356),
("<integer> to|till|before <hour-of-day>September",
-6.169610732491456),
("Aprilyear (latent)", -6.169610732491456),
("the <day-of-month> (ordinal)July", -6.169610732491456),
("the <day-of-month> (number)July", -6.169610732491456),
("monthminute", -6.169610732491456),
("<time-of-day> am|pmtomorrow", -5.764145624383292),
("Thursdayhh:mm", -5.253320000617301),
("<day-of-month> (ordinal)Tuesday", -5.764145624383292),
("minutemonth", -4.029544568995185),
("time-of-day (latent)Friday", -5.764145624383292),
("minutehour", -6.169610732491456),
("part of daysat <time-of-day>", -5.070998443823346),
("time-of-day (latent)this|last|next <cycle>",
-3.8182354753279784),
("Augustyear (latent)", -5.764145624383292),
("week-endin|during <named-month>|year", -6.169610732491456),
("time-of-day (latent)Tuesday", -5.764145624383292),
("mm/dd<time-of-day> - <time-of-day> (interval)",
-5.764145624383292),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-6.169610732491456),
("tonight<time-of-day> - <time-of-day> (interval)",
-6.169610732491456),
("Sundayyear (latent)", -5.253320000617301),
("hourweek", -5.253320000617301),
("the <day-of-month> (ordinal)Monday", -5.476463551931511),
("Christmasat <time-of-day>", -6.169610732491456),
("from|since|after <time>year (latent)", -5.070998443823346),
("hhhmmon <day>", -5.253320000617301),
("yesterday<time-of-day> am|pm", -6.169610732491456),
("<day-of-month> (ordinal)July", -5.476463551931511),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-6.169610732491456),
("mm/ddyear (latent)", -6.169610732491456),
("Thursday<time-of-day> - <time-of-day> (interval)",
-6.169610732491456),
("in|during <named-month>|yearyear (latent)",
-6.169610732491456),
("at <time-of-day>intersect", -5.253320000617301),
("hh:mmyear (latent)", -4.783316371371566),
("Holiyear (latent)", -6.169610732491456),
("until <time><time-of-day> am|pm", -6.169610732491456),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.764145624383292),
("dayminute", -3.307409851561988),
("yyyy-mm-ddhh:mm", -5.764145624383292),
("intersectfrom|since|after <time>", -5.764145624383292),
("intersectSeptember", -4.297808555589865),
("minuteday", -3.0126103113413425),
("absorption of , after named dayintersect",
-6.169610732491456),
("intersectyear (latent)", -6.169610732491456),
("Februaryin|during the <part-of-day>", -6.169610732491456),
("<duration> after|before|from|past <time>December",
-6.169610732491456),
("time-of-day (latent)July", -5.476463551931511),
("Saturdayyear (latent)", -6.169610732491456),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-6.169610732491456),
("<day-of-month> (ordinal)Monday", -4.916847763996088),
("at <time-of-day>on <day>", -5.253320000617301),
("absorption of , after named daySeptember",
-4.916847763996088),
("Naraka Chaturdashiyear (latent)", -6.169610732491456),
("from|since|after <time>on <day>", -5.253320000617301),
("dayweek", -6.169610732491456),
("Easter Sundayyear (latent)", -5.764145624383292),
("Thursday<time-of-day> am|pm", -4.916847763996088),
("weekyear", -5.764145624383292),
("time-of-day (latent)Thursday", -5.764145624383292),
("<named-month> <day-of-month> (non ordinal)until <time>",
-6.169610732491456),
("<day-of-month> (ordinal)April", -6.169610732491456),
("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-5.764145624383292),
("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-5.476463551931511),
("Sundayfrom|since|after <time>", -6.169610732491456),
("absorption of , after named dayFebruary", -5.253320000617301),
("time-of-day (latent)in|during the <part-of-day>",
-5.764145624383292),
("July<integer> to|till|before <hour-of-day>",
-6.169610732491456),
("tomorrowat <time-of-day>", -6.169610732491456),
("daynograin", -5.764145624383292),
("Fridayin|during <named-month>|year", -6.169610732491456),
("<integer> to|till|before <hour-of-day>July",
-5.764145624383292),
("last <cycle> of <time>year (latent)", -5.764145624383292),
("tomorrow<time-of-day> am|pm", -6.169610732491456),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-5.476463551931511),
("Diwaliyear (latent)", -5.764145624383292),
("<time-of-day> - <time-of-day> (interval)July",
-6.169610732491456),
("this <part-of-day>at <time-of-day>", -5.253320000617301),
("Fridayyear (latent)", -5.253320000617301),
("time-of-day (latent)April", -6.169610732491456),
("minuteyear", -3.9723861551552364)],
n = 325}}),
("one eleven",
Classifier{okData =
ClassData{prior = -1.3862943611198906,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -0.2876820724517809,
unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("after lunch/work/school",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("early morning",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("in <number> (implicit minutes)",
Classifier{okData =
ClassData{prior = -1.3862943611198906,
unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("integer (numeric)", -0.3184537311185346),
("integer (0..19)", -1.2992829841302609)],
n = 9},
koData =
ClassData{prior = -0.2876820724517809,
unseen = -3.4011973816621555,
likelihoods =
HashMap.fromList
[("integer (numeric)", -0.18924199963852842),
("integer (0..19)", -1.7578579175523736)],
n = 27}}),
("<ordinal> <cycle> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.9444389791664407,
likelihoods =
HashMap.fromList
[("daymonth", -1.791759469228055),
("ordinal (digits)quarter (grain)year (latent)",
-2.1972245773362196),
("quarteryear", -2.1972245773362196),
("ordinals (first..twentieth,thirtieth,...)day (grain)October",
-2.1972245773362196),
("ordinal (digits)day (grain)this|last|next <cycle>",
-2.1972245773362196),
("ordinals (first..twentieth,thirtieth,...)week (grain)intersect",
-2.1972245773362196),
("weekmonth", -1.791759469228055),
("ordinals (first..twentieth,thirtieth,...)week (grain)October",
-2.1972245773362196)],
n = 5},
koData =
ClassData{prior = -infinity, unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [], n = 0}}),
("year (grain)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.7612001156935624,
likelihoods = HashMap.fromList [("", 0.0)], n = 41},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("from <datetime> - <datetime> (interval)",
Classifier{okData =
ClassData{prior = -1.3737155789130304, unseen = -4.532599493153256,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -3.4231762883809305),
("minuteminute", -2.91235066461494),
("the <day-of-month> (number)the <day-of-month> (ordinal)",
-3.828641396489095),
("<day-of-month> (ordinal)<day-of-month> (ordinal)",
-3.4231762883809305),
("the <day-of-month> (ordinal)the <day-of-month> (ordinal)",
-3.4231762883809305),
("hh:mmhh:mm", -2.91235066461494),
("dayday", -1.9568392195875037),
("the <day-of-month> (ordinal)the <day-of-month> (number)",
-3.828641396489095),
("the <day-of-month> (number)the <day-of-month> (number)",
-3.4231762883809305),
("<named-month>|<named-day> <day-of-month> (ordinal)<day-of-month> (ordinal)",
-3.828641396489095),
("<time-of-day> am|pmtime-of-day (latent)", -3.828641396489095),
("hourhour", -3.4231762883809305),
("minutehour", -3.4231762883809305),
("<day-of-month> (ordinal)the <day-of-month> (ordinal)",
-3.828641396489095),
("the <day-of-month> (ordinal)<day-of-month> (ordinal)",
-3.828641396489095),
("<time-of-day> am|pm<time-of-day> am|pm", -3.828641396489095),
("<day-of-month> (ordinal)the <day-of-month> (number)",
-3.828641396489095)],
n = 20},
koData =
ClassData{prior = -0.29191040856130207, unseen = -5.14166355650266,
likelihoods =
HashMap.fromList
[("hourday", -2.570849079588725),
("dayhour", -3.056356895370426),
("<day-of-month> (ordinal)the <day-of-month> (ordinal or number) of <named-month>",
-4.037186148382152),
("time-of-day (latent)intersect by \",\", \"of\", \"from\", \"'s\"",
-4.442651256490317),
("time-of-day (latent)<day-of-month> (ordinal)",
-4.442651256490317),
("time-of-day (latent)intersect", -4.442651256490317),
("<day-of-month> (ordinal)time-of-day (latent)",
-3.7495040759303713),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-4.442651256490317),
("hh:mmtime-of-day (latent)", -3.5263605246161616),
("hh:mm<time-of-day> am|pm", -4.037186148382152),
("minuteminute", -3.5263605246161616),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-4.442651256490317),
("time-of-day (latent)time-of-day (latent)",
-3.5263605246161616),
("hh:mmhh:mm", -4.442651256490317),
("dayday", -1.916922612182061),
("the <day-of-month> (ordinal)the <day-of-month> (number)",
-4.037186148382152),
("the <day-of-month> (number)the <day-of-month> (number)",
-4.442651256490317),
("time-of-day (latent)the <day-of-month> (ordinal or number) of <named-month>",
-4.037186148382152),
("<day-of-month> (ordinal)intersect", -4.442651256490317),
("hourhour", -3.1898882879949486),
("time-of-day (latent)the <day-of-month> (ordinal)",
-4.442651256490317),
("dayyear", -4.442651256490317),
("the <day-of-month> (ordinal)time-of-day (latent)",
-4.442651256490317),
("the <day-of-month> (number)time-of-day (latent)",
-4.442651256490317),
("minutehour", -3.3440389678222067),
("the <day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-4.442651256490317),
("the <day-of-month> (number)intersect by \",\", \"of\", \"from\", \"'s\"",
-4.442651256490317),
("hh:mmintersect", -4.037186148382152),
("time-of-day (latent)<day-of-month> (ordinal or number) of <month>",
-4.037186148382152),
("<day-of-month> (ordinal)<day-of-month> (ordinal or number) <named-month>",
-4.442651256490317),
("<day-of-month> (ordinal)<day-of-month> (ordinal or number) of <month>",
-4.037186148382152),
("time-of-day (latent)<time-of-day> am|pm", -4.442651256490317),
("time-of-day (latent)<day-of-month> (ordinal or number) <named-month>",
-4.442651256490317),
("time-of-day (latent)the <day-of-month> (number)",
-4.037186148382152),
("the <day-of-month> (ordinal)<day-of-month> (ordinal or number) <named-month>",
-4.442651256490317),
("the <day-of-month> (number)<day-of-month> (ordinal or number) <named-month>",
-4.442651256490317),
("the <day-of-month> (number)the <day-of-month> (ordinal or number) of <named-month>",
-4.037186148382152),
("the <day-of-month> (ordinal)the <day-of-month> (ordinal or number) of <named-month>",
-4.037186148382152),
("<day-of-month> (ordinal)<day-of-month> (ordinal or number) of <named-month>",
-4.037186148382152),
("time-of-day (latent)<day-of-month> (ordinal or number) of <named-month>",
-4.037186148382152),
("<day-of-month> (ordinal)the <day-of-month> (number)",
-4.442651256490317),
("the <day-of-month> (ordinal)intersect", -4.037186148382152),
("<named-month> <day-of-month> (non ordinal)time-of-day (latent)",
-4.442651256490317),
("the <day-of-month> (number)intersect", -4.037186148382152)],
n = 59}}),
("Saturday",
Classifier{okData =
ClassData{prior = -0.11778303565638351,
unseen = -2.3025850929940455,
likelihoods = HashMap.fromList [("", 0.0)], n = 8},
koData =
ClassData{prior = -2.1972245773362196,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("the <cycle> of <time>",
Classifier{okData =
ClassData{prior = -0.15415067982725836,
unseen = -2.995732273553991,
likelihoods =
HashMap.fromList
[("week (grain)<named-month>|<named-day> <day-of-month> (ordinal)",
-1.845826690498331),
("weekmonth", -1.845826690498331),
("week (grain)October", -1.845826690498331),
("week (grain)<named-month> <day-of-month> (non ordinal)",
-1.845826690498331),
("weekday", -1.3350010667323402)],
n = 6},
koData =
ClassData{prior = -1.9459101490553135,
unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("second (grain) March", -1.5040773967762742),
("secondmonth", -1.5040773967762742)],
n = 1}}),
("number.number hours",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("hour (grain)", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("from <time-of-day> - <time-of-day> (interval)",
Classifier{okData =
ClassData{prior = -0.7308875085427924,
unseen = -3.6888794541139363,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -2.5649493574615367),
("minuteminute", -1.8718021769015913),
("hh:mmhh:mm", -1.8718021769015913),
("<time-of-day> am|pmtime-of-day (latent)",
-2.5649493574615367),
("hourhour", -2.5649493574615367),
("hourminute", -2.5649493574615367),
("minutehour", -2.0541237336955462),
("time-of-day (latent)<time-of-day> sharp|exactly",
-2.9704144655697013),
("time-of-day (latent)hh:mm", -2.9704144655697013),
("<time-of-day> am|pm<time-of-day> am|pm",
-2.5649493574615367)],
n = 13},
koData =
ClassData{prior = -0.6567795363890705,
unseen = -3.7376696182833684,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -1.9218125974762528),
("hh:mm<time-of-day> am|pm", -2.6149597780361984),
("minuteminute", -2.6149597780361984),
("time-of-day (latent)time-of-day (latent)",
-1.9218125974762528),
("hh:mmhh:mm", -3.0204248861443626),
("hourhour", -1.7676619176489945),
("minutehour", -1.7676619176489945),
("time-of-day (latent)<time-of-day> am|pm",
-3.0204248861443626)],
n = 14}}),
("integer 21..99",
Classifier{okData =
ClassData{prior = -0.916290731874155, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("integer (20..90)integer (0..19)", -0.2876820724517809)],
n = 2},
koData =
ClassData{prior = -0.5108256237659907, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("integer (numeric)integer (numeric)", -0.2231435513142097)],
n = 3}}),
("Global Youth Service Day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Tisha B'Av",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("yyyy-mm-dd",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -0.14701474296180966,
unseen = -5.420534999272286,
likelihoods =
HashMap.fromList
[("integer (numeric)", -2.702867238791926e-2),
("intersect 2 numbers", -4.029806041084529)],
n = 221},
koData =
ClassData{prior = -1.9898293829901488,
unseen = -3.6888794541139363,
likelihoods =
HashMap.fromList
[("integer (numeric)", -1.5841201044498106),
("negative numbers", -0.40546510810816444),
("compose by multiplication", -2.277267285009756)],
n = 35}}),
("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}}),
("<time> for <duration>",
Classifier{okData =
ClassData{prior = -0.15415067982725836,
unseen = -3.5553480614894135,
likelihoods =
HashMap.fromList
[("minuteminute", -2.833213344056216),
("<time-of-day> am|pm<integer> <unit-of-duration>",
-2.1400661634962708),
("dayday", -1.4469189829363254),
("hourminute", -1.916922612182061),
("hhhmm<integer> <unit-of-duration>", -2.833213344056216),
("intersect<integer> <unit-of-duration>", -2.1400661634962708),
("<day-of-month> (ordinal or number) <named-month><integer> <unit-of-duration>",
-2.4277482359480516),
("from|since|after <time><integer> <unit-of-duration>",
-2.1400661634962708)],
n = 12},
koData =
ClassData{prior = -1.9459101490553135, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("monthday", -1.540445040947149),
("December<integer> <unit-of-duration>", -1.540445040947149)],
n = 2}}),
("hhhmm",
Classifier{okData =
ClassData{prior = -2.150620522096362e-2,
unseen = -3.871201010907891,
likelihoods = HashMap.fromList [("", 0.0)], n = 46},
koData =
ClassData{prior = -3.8501476017100584,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("as soon as possible",
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}}),
("Mahavir Jayanti",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Monday",
Classifier{okData =
ClassData{prior = -0.21357410029805904,
unseen = -3.1354942159291497,
likelihoods = HashMap.fromList [("", 0.0)], n = 21},
koData =
ClassData{prior = -1.6486586255873816,
unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5}}),
("yesterday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<ordinal> quarter <year>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("ordinal (digits)quarter (grain)year (latent)",
-0.6931471805599453),
("quarteryear", -0.6931471805599453)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Dayananda Saraswati Jayanti",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("hh:mm:ss",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Hanukkah",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("first|second|third|fourth|fifth <day-of-week> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.6635616461296463,
likelihoods =
HashMap.fromList
[("daymonth", -0.8649974374866046),
("ordinals (first..twentieth,thirtieth,...)Tuesdaythis|last|next <cycle>",
-2.9444389791664407),
("ordinals (first..twentieth,thirtieth,...)TuesdaySeptember",
-2.9444389791664407),
("ordinals (first..twentieth,thirtieth,...)Tuesdayintersect",
-2.9444389791664407),
("ordinals (first..twentieth,thirtieth,...)WednesdayOctober",
-2.538973871058276),
("ordinals (first..twentieth,thirtieth,...)Wednesdayintersect",
-2.538973871058276),
("ordinals (first..twentieth,thirtieth,...)Mondaythis|last|next <cycle>",
-1.6916760106710724),
("ordinals (first..twentieth,thirtieth,...)TuesdayOctober",
-2.538973871058276)],
n = 15},
koData =
ClassData{prior = -infinity, unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [], n = 0}}),
("<hour-of-day> <integer>",
Classifier{okData =
ClassData{prior = -9.53101798043249e-2,
unseen = -3.295836866004329,
likelihoods =
HashMap.fromList
[("at <time-of-day>integer (20..90)", -2.5649493574615367),
("time-of-day (latent)integer (numeric)", -2.159484249353372),
("time-of-day (latent)integer 21..99", -2.159484249353372),
("hour", -0.8602012652231115),
("at <time-of-day>integer (numeric)", -2.159484249353372),
("time-of-day (latent)integer (20..90)", -1.8718021769015913)],
n = 10},
koData =
ClassData{prior = -2.3978952727983707,
unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("hour", -1.3862943611198906),
("time-of-day (latent)integer (20..90)", -1.3862943611198906)],
n = 1}}),
("Rama Navami",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("nth <time> of <time>",
Classifier{okData =
ClassData{prior = -0.2876820724517809, unseen = -3.258096538021482,
likelihoods =
HashMap.fromList
[("daymonth", -0.916290731874155),
("ordinals (first..twentieth,thirtieth,...)Tuesdayintersect",
-2.5257286443082556),
("ordinals (first..twentieth,thirtieth,...)Wednesdayintersect",
-2.120263536200091),
("ordinals (first..twentieth,thirtieth,...)Mondaythis|last|next <cycle>",
-1.6094379124341003),
("ordinals (first..twentieth,thirtieth,...)TuesdayOctober",
-2.120263536200091)],
n = 9},
koData =
ClassData{prior = -1.3862943611198906, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("daymonth", -1.1786549963416462),
("ordinals (first..twentieth,thirtieth,...)TuesdaySeptember",
-1.8718021769015913),
("ordinals (first..twentieth,thirtieth,...)WednesdayOctober",
-1.466337068793427)],
n = 3}}),
("<hour-of-day> quarter",
Classifier{okData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 2}}),
("half a <time-grain>",
Classifier{okData =
ClassData{prior = -0.1823215567939546,
unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("hour (grain)", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 5},
koData =
ClassData{prior = -1.791759469228055, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("hour (grain)", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 1}}),
("King's Day",
Classifier{okData =
ClassData{prior = -0.11778303565638351,
unseen = -2.3025850929940455,
likelihoods = HashMap.fromList [("", 0.0)], n = 8},
koData =
ClassData{prior = -2.1972245773362196,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("Valentine's Day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("from the <day-of-month> (ordinal or number) to the <day-of-month> (ordinal or number) of <named-month> (interval)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.4011973816621555,
likelihoods =
HashMap.fromList
[("ordinal (digits)ordinal (digits)July", -1.9810014688665833),
("integer (numeric)integer (numeric)July", -1.9810014688665833),
("integer (numeric)ordinal (digits)July", -1.9810014688665833),
("ordinal (digits)integer (numeric)July", -1.9810014688665833),
("month", -0.8023464725249373)],
n = 12},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("April",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Maha Saptami",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("end of month",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.4849066497880004,
likelihoods = HashMap.fromList [("", 0.0)], n = 10},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("week (grain)",
Classifier{okData =
ClassData{prior = -4.546237407675729e-2,
unseen = -4.477336814478207,
likelihoods = HashMap.fromList [("", 0.0)], n = 86},
koData =
ClassData{prior = -3.1135153092103742, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),
("<part-of-day> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.2188758248682006,
likelihoods =
HashMap.fromList
[("part of daysintersect by \",\", \"of\", \"from\", \"'s\"",
-2.4849066497880004),
("part of daysintersect", -2.4849066497880004),
("hourday", -0.9808292530117262),
("part of daysthe <day-of-month> (ordinal)",
-2.4849066497880004),
("part of daysthe <day-of-month> (number)",
-2.4849066497880004),
("part of daysthis <time>", -2.4849066497880004),
("part of daysthe <day-of-month> (ordinal or number) of <named-month>",
-2.4849066497880004),
("part of daysChristmas", -2.0794415416798357)],
n = 8},
koData =
ClassData{prior = -infinity, unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [], n = 0}}),
("from <time> for <duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("<time-of-day> am|pm<integer> <unit-of-duration>",
-1.7047480922384253),
("dayday", -1.2992829841302609),
("hourminute", -1.7047480922384253),
("intersect<integer> <unit-of-duration>", -1.7047480922384253),
("<day-of-month> (ordinal or number) <named-month><integer> <unit-of-duration>",
-1.7047480922384253)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("six thirty six a.m.",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("integer (numeric)", -1.0986122886681098),
("one twenty two", -1.0986122886681098),
("one eleven", -1.0986122886681098)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("<integer> <day-of-week> from <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.995732273553991,
likelihoods =
HashMap.fromList
[("integer (numeric)Fridaynow", -2.2512917986064953),
("integer (0..19)Tuesdaynow", -2.2512917986064953),
("integer (0..19)Sundaynow", -2.2512917986064953),
("integer (0..19)Fridaynow", -2.2512917986064953),
("daynograin", -0.9985288301111273),
("integer (numeric)Sundaynow", -2.2512917986064953),
("integer (numeric)Tuesdaynow", -2.2512917986064953)],
n = 6},
koData =
ClassData{prior = -infinity, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [], n = 0}}),
("Shrove Tuesday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("now",
Classifier{okData =
ClassData{prior = -0.13353139262452263,
unseen = -2.772588722239781,
likelihoods = HashMap.fromList [("", 0.0)], n = 14},
koData =
ClassData{prior = -2.0794415416798357,
unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),
("<day-of-month> (ordinal or number) of <named-month>",
Classifier{okData =
ClassData{prior = -0.7339691750802004,
unseen = -3.4657359027997265,
likelihoods =
HashMap.fromList
[("ordinal (digits)July", -2.740840023925201),
("ordinals (first..twentieth,thirtieth,...)March",
-1.6422277352570913),
("ordinal (digits)February", -2.740840023925201),
("integer (numeric)February", -2.3353749158170367),
("month", -0.8690378470236094),
("ordinal (digits)March", -2.3353749158170367),
("integer (numeric)July", -2.740840023925201)],
n = 12},
koData =
ClassData{prior = -0.6539264674066639,
unseen = -3.5263605246161616,
likelihoods =
HashMap.fromList
[("ordinal (digits)July", -1.550597412411167),
("ordinal (digits)February", -2.803360380906535),
("month", -0.8574502318512216),
("integer (numeric)July", -1.550597412411167)],
n = 13}}),
("this <part-of-day>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.4339872044851463,
likelihoods =
HashMap.fromList
[("hour", -0.6931471805599453),
("part of days", -0.6931471805599453)],
n = 14},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Kaanum Pongal",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Yom Kippur",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<integer> minutes to|till|before <hour-of-day>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("integer (numeric)minute (grain)time-of-day (latent)",
-0.6931471805599453),
("minutehour", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Rabindra Jayanti",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("powers of tens",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Pargat Diwas",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Friday",
Classifier{okData =
ClassData{prior = -0.3184537311185346, unseen = -2.890371757896165,
likelihoods = HashMap.fromList [("", 0.0)], n = 16},
koData =
ClassData{prior = -1.2992829841302609,
unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6}}),
("in|during the <part-of-day>",
Classifier{okData =
ClassData{prior = -6.899287148695143e-2,
unseen = -3.4657359027997265,
likelihoods =
HashMap.fromList
[("early morning", -2.740840023925201),
("hour", -0.7259370033829361),
("part of days", -0.7949298748698876)],
n = 14},
koData =
ClassData{prior = -2.70805020110221, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("hour", -0.916290731874155),
("part of days", -0.916290731874155)],
n = 1}}),
("St Patrick's Day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("tomorrow",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.1780538303479458,
likelihoods = HashMap.fromList [("", 0.0)], n = 22},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("hh(:mm) - <time-of-day> am|pm",
Classifier{okData =
ClassData{prior = -0.10536051565782628,
unseen = -3.1354942159291497,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -1.0116009116784799),
("hh:mm", -1.9924301646902063), ("hour", -1.0116009116784799),
("minute", -1.9924301646902063)],
n = 9},
koData =
ClassData{prior = -2.3025850929940455,
unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -1.0986122886681098),
("hour", -1.0986122886681098)],
n = 1}}),
("this|last|next <cycle>",
Classifier{okData =
ClassData{prior = -0.4166384087062897, unseen = -5.25227342804663,
likelihoods =
HashMap.fromList
[("week", -1.2580400255962119),
("month (grain)", -2.356652314264321),
("year (grain)", -2.474435349920705),
("week (grain)", -1.2580400255962119),
("quarter", -3.6375861597263857), ("year", -2.474435349920705),
("month", -2.356652314264321),
("quarter (grain)", -3.6375861597263857)],
n = 89},
koData =
ClassData{prior = -1.0766333819493346, unseen = -4.653960350157523,
likelihoods =
HashMap.fromList
[("week", -1.8111775550851565),
("month (grain)", -2.4471663218051534),
("year (grain)", -3.0349529867072724),
("second", -3.0349529867072724),
("week (grain)", -1.8111775550851565),
("day", -2.2464956263430023), ("quarter", -3.0349529867072724),
("year", -3.0349529867072724),
("second (grain) ", -3.0349529867072724),
("month", -2.4471663218051534),
("quarter (grain)", -3.0349529867072724),
("day (grain)", -2.2464956263430023)],
n = 46}}),
("Simchat Torah",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("New Year's Eve",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("the <ordinal> <cycle> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("ordinal (digits)quarter (grain)year (latent)",
-0.6931471805599453),
("quarteryear", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Raksha Bandhan",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Ashura",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Ratha-Yatra",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Palm Sunday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Eid al-Adha",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.890371757896165,
likelihoods = HashMap.fromList [("", 0.0)], n = 16},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("by <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("noon|midnight|EOD|end of day", -1.9459101490553135),
("time-of-day (latent)", -1.9459101490553135),
("<time-of-day> am|pm", -1.9459101490553135),
("hh:mm", -1.9459101490553135), ("hour", -1.540445040947149),
("minute", -1.540445040947149)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0}}),
("the <day-of-month> (ordinal)",
Classifier{okData =
ClassData{prior = -0.4818380868927383,
unseen = -3.1780538303479458,
likelihoods =
HashMap.fromList
[("ordinals (first..twentieth,thirtieth,...)",
-1.5260563034950494),
("ordinal (digits)", -0.24512245803298496)],
n = 21},
koData =
ClassData{prior = -0.9614111671546247, unseen = -2.772588722239781,
likelihoods =
HashMap.fromList
[("ordinals (first..twentieth,thirtieth,...)",
-0.6286086594223742),
("ordinal (digits)", -0.7621400520468967)],
n = 13}}),
("last weekend of <named-month>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("October", -0.9555114450274363), ("July", -1.8718021769015913),
("month", -0.7731898882334817)],
n = 5},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("the <day-of-month> (number)",
Classifier{okData =
ClassData{prior = -0.8649974374866046,
unseen = -2.3025850929940455,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 8},
koData =
ClassData{prior = -0.5465437063680699,
unseen = -2.5649493574615367,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 11}}),
("Lag BaOmer",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("fractional number",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -3.1354942159291497,
likelihoods = HashMap.fromList [("", 0.0)], n = 21}}),
("Guru Ravidass Jayanti",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Sunday",
Classifier{okData =
ClassData{prior = -0.40546510810816444,
unseen = -2.4849066497880004,
likelihoods = HashMap.fromList [("", 0.0)], n = 10},
koData =
ClassData{prior = -1.0986122886681098,
unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5}}),
("Chinese New Year",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("February",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.70805020110221,
likelihoods = HashMap.fromList [("", 0.0)], n = 13},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("minute (grain)",
Classifier{okData =
ClassData{prior = -7.696104113612832e-2,
unseen = -3.295836866004329,
likelihoods = HashMap.fromList [("", 0.0)], n = 25},
koData =
ClassData{prior = -2.6026896854443837,
unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),
("last|this|next <season>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("the <ordinal> quarter",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("ordinal (digits)quarter (grain)", -0.6931471805599453),
("quarter", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("ordinal (digits)quarter (grain)", -0.6931471805599453),
("quarter", -0.6931471805599453)],
n = 1}}),
("Orthodox Good Friday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("time-of-day (latent)",
Classifier{okData =
ClassData{prior = -0.7126409752409464, unseen = -4.867534450455582,
likelihoods =
HashMap.fromList
[("integer (numeric)", -9.763846956391606e-2),
("integer (0..19)", -2.374905754573672)],
n = 127},
koData =
ClassData{prior = -0.6740261391131669, unseen = -4.90527477843843,
likelihoods =
HashMap.fromList
[("integer (numeric)", -0.15290767158766128),
("integer (0..19)", -1.9534008207844709)],
n = 132}}),
("beginning of year",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("last <day-of-week> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.772588722239781,
likelihoods =
HashMap.fromList
[("daymonth", -0.916290731874155),
("SundayMarch", -2.0149030205422647),
("MondayMarch", -2.0149030205422647),
("FridayOctober", -1.6094379124341003),
("Sundayintersect", -2.0149030205422647)],
n = 5},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("<integer> <unit-of-duration>",
Classifier{okData =
ClassData{prior = -0.6031989438970057, unseen = -5.356586274672012,
likelihoods =
HashMap.fromList
[("week", -2.712800803860808),
("integer (0..19)year (grain)", -3.2724165917962305),
("integer (numeric)day (grain)", -2.712800803860808),
("integer (0..19)second (grain) ", -3.965563772356176),
("integer (0..19)hour (grain)", -3.154633556139847),
("second", -3.5600986642480117),
("integer (numeric)second (grain) ", -4.253245844807957),
("integer (numeric)year (grain)", -3.154633556139847),
("day", -2.4614863755799017), ("year", -2.579269411236285),
("integer (numeric)week (grain)", -3.2724165917962305),
("integer (0..19)month (grain)", -3.742420221041966),
("integer (20..90)minute (grain)", -4.658710952916121),
("hour", -2.78690877601453), ("month", -3.0492730404820207),
("integer (numeric)minute (grain)", -2.6438079323738566),
("integer (0..19)minute (grain)", -3.2724165917962305),
("integer (numeric)month (grain)", -3.5600986642480117),
("minute", -2.216363917546917),
("integer (numeric)hour (grain)", -3.742420221041966),
("integer (0..19)day (grain)", -3.742420221041966),
("integer (0..19)week (grain)", -3.405947984420753)],
n = 93},
koData =
ClassData{prior = -0.7919930151965779, unseen = -5.19295685089021,
likelihoods =
HashMap.fromList
[("week", -3.577947893406655),
("integer (0..19)year (grain)", -4.088773517172645),
("integer (numeric)day (grain)", -4.088773517172645),
("integer (numeric)quarter (grain)", -4.088773517172645),
("integer (numeric)year (grain)", -4.088773517172645),
("day", -3.577947893406655), ("quarter", -3.577947893406655),
("year", -3.577947893406655),
("integer (numeric)week (grain)", -4.088773517172645),
("integer (0..19)month (grain)", -4.088773517172645),
("hour", -1.1443345380062049), ("month", -3.577947893406655),
("integer (numeric)minute (grain)", -4.4942386252808095),
("integer (numeric)month (grain)", -4.088773517172645),
("minute", -4.4942386252808095),
("integer (numeric)hour (grain)", -1.1443345380062049),
("integer (0..19)day (grain)", -4.088773517172645),
("integer (0..19)week (grain)", -4.088773517172645),
("integer (0..19)quarter (grain)", -4.088773517172645)],
n = 77}}),
("from the <day-of-month> (ordinal or number) to the <day-of-month> (ordinal or number) <named-month> (interval)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.772588722239781,
likelihoods =
HashMap.fromList
[("ordinal (digits)ordinal (digits)July", -1.3217558399823195),
("integer (numeric)integer (numeric)July", -1.3217558399823195),
("month", -0.7621400520468967)],
n = 6},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("Guru Gobind Singh Jayanti",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("hhmm (latent)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Krishna Janmashtami",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<time-of-day> am|pm",
Classifier{okData =
ClassData{prior = -0.2607262624632527, unseen = -5.71042701737487,
likelihoods =
HashMap.fromList
[("from|since|after <time>", -3.7612001156935624),
("integer after|past <hour-of-day>", -4.3208159036289855),
("at <time-of-day>", -2.374905754573672),
("<time-of-day> o'clock", -4.608497976080766),
("half after|past <hour-of-day>", -4.608497976080766),
("second", -5.01396308418893), ("hh:mm:ss", -5.01396308418893),
("<hour-of-day> <integer>", -4.097672352314775),
("<integer> minutes to|till|before <hour-of-day>",
-5.01396308418893),
("time-of-day (latent)", -1.6997770795164049),
("hhmm (latent)", -5.01396308418893),
("hh:mm", -2.374905754573672),
("quarter after|past <hour-of-day>", -3.5098856874126563),
("until <time>", -4.3208159036289855),
("about|exactly <time-of-day>", -5.01396308418893),
("hour", -1.252762968495368),
("<time-of-day> sharp|exactly", -5.01396308418893),
("minute", -1.6817585740137264)],
n = 141},
koData =
ClassData{prior = -1.4718165345580525,
unseen = -4.6443908991413725,
likelihoods =
HashMap.fromList
[("<integer> to|till|before <hour-of-day>", -3.248434627109745),
("from|since|after <time>", -3.248434627109745),
("at <time-of-day>", -3.536116699561526),
("time-of-day (latent)", -1.1689930854299093),
("hh:mm", -3.536116699561526),
("until <time>", -3.9415818076696905),
("hour", -1.0238110755854113), ("minute", -2.6888188391743224)],
n = 42}}),
("Yom Ha'atzmaut",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("on <day>",
Classifier{okData =
ClassData{prior = -0.21511137961694557, unseen = -4.0943445622221,
likelihoods =
HashMap.fromList
[("Thursday", -1.8803128665695), ("mm/dd", -3.3843902633457743),
("absorption of , after named day", -2.691243082785829),
("intersect", -2.691243082785829),
("Saturday", -2.691243082785829),
("Friday", -2.9789251552376097), ("day", -0.8194409058842375),
("the <day-of-month> (ordinal)", -2.9789251552376097),
("intersect by \",\", \"of\", \"from\", \"'s\"",
-2.691243082785829)],
n = 25},
koData =
ClassData{prior = -1.6422277352570913,
unseen = -3.0910424533583156,
likelihoods =
HashMap.fromList
[("intersect", -1.6582280766035324),
("day", -1.0986122886681098),
("intersect by \",\", \"of\", \"from\", \"'s\"",
-1.6582280766035324)],
n = 6}}),
("Thiru Onam",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Thai Pongal",
Classifier{okData =
ClassData{prior = -0.5596157879354228, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -0.8472978603872037,
unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("Vijayadashami",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Thanksgiving Day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.9444389791664407,
likelihoods = HashMap.fromList [("", 0.0)], n = 17},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("part of <named-month>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("March", -0.6931471805599453), ("month", -0.6931471805599453)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("a <unit-of-duration>",
Classifier{okData =
ClassData{prior = -0.9694005571881036,
unseen = -3.6109179126442243,
likelihoods =
HashMap.fromList
[("week", -2.1972245773362196),
("year (grain)", -2.1972245773362196),
("second", -2.890371757896165),
("week (grain)", -2.1972245773362196),
("day", -2.1972245773362196),
("minute (grain)", -2.890371757896165),
("year", -2.1972245773362196),
("second (grain) ", -2.890371757896165),
("minute", -2.890371757896165),
("day (grain)", -2.1972245773362196)],
n = 11},
koData =
ClassData{prior = -0.4769240720903093,
unseen = -3.9318256327243257,
likelihoods =
HashMap.fromList
[("hour (grain)", -2.3025850929940455),
("quarter", -1.3470736479666092),
("minute (grain)", -2.8134107167600364),
("hour", -2.3025850929940455),
("quarter (grain)", -1.3470736479666092),
("minute", -2.8134107167600364)],
n = 18}}),
("at the beginning|end of <year>",
Classifier{okData =
ClassData{prior = -0.13353139262452263,
unseen = -2.890371757896165,
likelihoods =
HashMap.fromList
[("year (latent)", -1.2237754316221157),
("this|last|next <cycle>", -1.4469189829363254),
("year", -0.7537718023763802)],
n = 7},
koData =
ClassData{prior = -2.0794415416798357, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("this|last|next <cycle>", -0.916290731874155),
("year", -0.916290731874155)],
n = 1}}),
("Dhanteras",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Tu BiShvat",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Whit Monday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("hh:mm",
Classifier{okData =
ClassData{prior = -0.13353139262452263,
unseen = -4.276666119016055,
likelihoods = HashMap.fromList [("", 0.0)], n = 70},
koData =
ClassData{prior = -2.0794415416798357,
unseen = -2.4849066497880004,
likelihoods = HashMap.fromList [("", 0.0)], n = 10}}),
("Holi",
Classifier{okData =
ClassData{prior = -0.2876820724517809,
unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -1.3862943611198906,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("upcoming <integer> <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -4.02535169073515,
likelihoods =
HashMap.fromList
[("week", -2.3978952727983707),
("integer (0..19)year (grain)", -2.908720896564361),
("integer (numeric)day (grain)", -2.908720896564361),
("integer (numeric)quarter (grain)", -2.908720896564361),
("integer (numeric)year (grain)", -2.908720896564361),
("day", -2.3978952727983707), ("quarter", -2.3978952727983707),
("year", -2.3978952727983707),
("integer (numeric)week (grain)", -2.908720896564361),
("integer (0..19)month (grain)", -2.908720896564361),
("month", -2.3978952727983707),
("integer (numeric)month (grain)", -2.908720896564361),
("integer (0..19)day (grain)", -2.908720896564361),
("integer (0..19)week (grain)", -2.908720896564361),
("integer (0..19)quarter (grain)", -2.908720896564361)],
n = 20},
koData =
ClassData{prior = -infinity, unseen = -2.772588722239781,
likelihoods = HashMap.fromList [], n = 0}}),
("Rosh Hashanah",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<integer> <named-day> ago|back",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("integer (numeric)Thursday", -0.6931471805599453),
("day", -0.6931471805599453)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("<integer> upcoming <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -4.02535169073515,
likelihoods =
HashMap.fromList
[("week", -2.3978952727983707),
("integer (0..19)year (grain)", -2.908720896564361),
("integer (numeric)day (grain)", -2.908720896564361),
("integer (numeric)quarter (grain)", -2.908720896564361),
("integer (numeric)year (grain)", -2.908720896564361),
("day", -2.3978952727983707), ("quarter", -2.3978952727983707),
("year", -2.3978952727983707),
("integer (numeric)week (grain)", -2.908720896564361),
("integer (0..19)month (grain)", -2.908720896564361),
("month", -2.3978952727983707),
("integer (numeric)month (grain)", -2.908720896564361),
("integer (0..19)day (grain)", -2.908720896564361),
("integer (0..19)week (grain)", -2.908720896564361),
("integer (0..19)quarter (grain)", -2.908720896564361)],
n = 20},
koData =
ClassData{prior = -infinity, unseen = -2.772588722239781,
likelihoods = HashMap.fromList [], n = 0}}),
("Holika Dahan",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("quarter of an hour",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("second (grain) ",
Classifier{okData =
ClassData{prior = -0.5108256237659907,
unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -0.916290731874155, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),
("ordinals (first..twentieth,thirtieth,...)",
Classifier{okData =
ClassData{prior = -3.077165866675366e-2,
unseen = -3.5263605246161616,
likelihoods = HashMap.fromList [("", 0.0)], n = 32},
koData =
ClassData{prior = -3.4965075614664802,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("Mawlid",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Jumu'atul-Wida",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<duration> after|before|from|past <time>",
Classifier{okData =
ClassData{prior = -0.7932306391169278, unseen = -4.204692619390966,
likelihoods =
HashMap.fromList
[("a <unit-of-duration>now", -3.4965075614664802),
("<integer> <unit-of-duration>hhhmm", -3.4965075614664802),
("a <unit-of-duration>Christmas", -3.4965075614664802),
("minuteminute", -3.4965075614664802),
("dayday", -3.4965075614664802),
("<integer> <unit-of-duration>today", -3.4965075614664802),
("<integer> <unit-of-duration>time-of-day (latent)",
-2.3978952727983707),
("minutehour", -1.791759469228055),
("daysecond", -3.4965075614664802),
("a <unit-of-duration>right now", -3.4965075614664802),
("minutenograin", -3.4965075614664802),
("<integer> <unit-of-duration>Christmas", -3.4965075614664802),
("<integer> <unit-of-duration>Easter Sunday",
-3.4965075614664802),
("secondnograin", -3.4965075614664802),
("<integer> <unit-of-duration><time-of-day> am|pm",
-2.580216829592325),
("yearday", -2.803360380906535),
("<integer> <unit-of-duration>noon|midnight|EOD|end of day",
-3.4965075614664802),
("daynograin", -3.4965075614664802),
("<integer> <unit-of-duration>now", -3.0910424533583156)],
n = 19},
koData =
ClassData{prior = -0.6021754023542185, unseen = -4.31748811353631,
likelihoods =
HashMap.fromList
[("quarterhour", -1.3596261140377293),
("dayhour", -3.6109179126442243),
("<integer> <unit-of-duration>intersect", -3.6109179126442243),
("<integer> <unit-of-duration><day-of-month> (ordinal)",
-3.6109179126442243),
("monthnograin", -3.6109179126442243),
("a <unit-of-duration><time-of-day> am|pm", -2.10684051586795),
("a <unit-of-duration>time-of-day (latent)", -2.10684051586795),
("dayday", -2.917770732084279),
("<integer> <unit-of-duration>time-of-day (latent)",
-3.6109179126442243),
("a <unit-of-duration>noon|midnight|EOD|end of day",
-3.20545280453606),
("<integer> <unit-of-duration><day-of-month> (ordinal or number) <named-month>",
-3.6109179126442243),
("<integer> <unit-of-duration>now", -3.6109179126442243)],
n = 23}}),
("quarter after|past <hour-of-day>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.1780538303479458,
likelihoods =
HashMap.fromList
[("noon|midnight|EOD|end of day", -2.03688192726104),
("time-of-day (latent)", -0.9382696385929302),
("hour", -0.7375989431307791)],
n = 10},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("yyyy-mm",
Classifier{okData =
ClassData{prior = -1.0986122886681098,
unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -0.40546510810816444,
unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),
("until <time>",
Classifier{okData =
ClassData{prior = -1.252762968495368, unseen = -3.295836866004329,
likelihoods =
HashMap.fromList
[("year (latent)", -2.159484249353372),
("time-of-day (latent)", -2.5649493574615367),
("year", -2.159484249353372),
("<time-of-day> am|pm", -1.8718021769015913),
("hh:mm", -2.159484249353372), ("hour", -2.159484249353372),
("minute", -1.6486586255873816)],
n = 8},
koData =
ClassData{prior = -0.3364722366212129,
unseen = -3.9318256327243257,
likelihoods =
HashMap.fromList
[("intersect", -2.3025850929940455),
("yesterday", -2.8134107167600364),
("day", -2.8134107167600364),
("time-of-day (latent)", -1.6094379124341003),
("<time-of-day> am|pm", -3.2188758248682006),
("hh:mm", -2.3025850929940455), ("hour", -1.4271163556401458),
("minute", -1.8325814637483102)],
n = 20}}),
("the <cycle> after|before <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("day (grain)tomorrow", -1.252762968495368),
("dayday", -0.8472978603872037),
("day (grain)yesterday", -1.252762968495368)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("about|exactly <time-of-day>",
Classifier{okData =
ClassData{prior = -0.15415067982725836,
unseen = -3.6109179126442243,
likelihoods =
HashMap.fromList
[("week", -1.791759469228055),
("hh(:mm) - <time-of-day> am|pm", -2.890371757896165),
("this|last|next <cycle>", -1.791759469228055),
("day", -2.4849066497880004),
("time-of-day (latent)", -2.890371757896165),
("hhmm (latent)", -2.4849066497880004),
("<time-of-day> am|pm", -2.890371757896165),
("hour", -2.1972245773362196),
("next <time>", -2.890371757896165),
("this|next <day-of-week>", -2.890371757896165),
("minute", -2.4849066497880004)],
n = 12},
koData =
ClassData{prior = -1.9459101490553135, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("mm/dd", -2.0794415416798357), ("day", -2.0794415416798357),
("time-of-day (latent)", -2.0794415416798357),
("hour", -2.0794415416798357)],
n = 2}}),
("Sukkot",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<day> in <duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.044522437723423,
likelihoods =
HashMap.fromList
[("daymonth", -2.3025850929940455),
("monthyear", -1.8971199848858813),
("Marcha <unit-of-duration>", -2.3025850929940455),
("March<integer> <unit-of-duration>", -2.3025850929940455),
("Thanksgiving Daya <unit-of-duration>", -2.3025850929940455),
("Thanksgiving Day<integer> <unit-of-duration>",
-1.8971199848858813),
("Vijayadashami<integer> <unit-of-duration>",
-2.3025850929940455),
("dayyear", -1.6094379124341003)],
n = 6},
koData =
ClassData{prior = -infinity, unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [], n = 0}}),
("World Vegan Day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("intersect by \",\", \"of\", \"from\", \"'s\"",
Classifier{okData =
ClassData{prior = -0.5540343780972276, unseen = -5.420534999272286,
likelihoods =
HashMap.fromList
[("intersectthis|last|next <cycle>", -4.722953221644475),
("Wednesday<named-month> <day-of-month> (non ordinal)",
-4.722953221644475),
("dayhour", -4.31748811353631),
("daymonth", -2.0149030205422647),
("<named-month> <day-of-month> (non ordinal)Friday",
-4.722953221644475),
("Friday<named-month> <day-of-month> (non ordinal)",
-3.4701902531491067),
("Wednesdayintersect", -4.722953221644475),
("from <datetime> - <datetime> (interval)July",
-3.3366588605245844),
("Black Fridaythis|last|next <cycle>", -4.722953221644475),
("<part-of-day> of <time>February", -4.722953221644475),
("Saturday<time-of-day> am|pm", -4.722953221644475),
("Martin Luther King's Daythis|last|next <cycle>",
-4.31748811353631),
("hourmonth", -4.722953221644475),
("Fridayintersect by \",\", \"of\", \"from\" for year",
-4.029806041084529),
("dayday", -2.4716614230379794),
("the <day-of-month> (ordinal)February", -4.31748811353631),
("WednesdayOctober", -4.722953221644475),
("Wednesdaythis|last|next <cycle>", -4.31748811353631),
("intersect<named-month> <day-of-month> (non ordinal)",
-3.4701902531491067),
("dayyear", -3.8066624897703196),
("Saturday<named-month> <day-of-month> (non ordinal)",
-4.722953221644475),
("Thursdayhh:mm", -4.31748811353631),
("Thanksgiving Daythis|last|next <cycle>", -4.722953221644475),
("TuesdayOctober", -4.722953221644475),
("the <day-of-month> (ordinal)March", -3.624340932976365),
("Mondaythis|last|next <cycle>", -3.8066624897703196),
("Fridayintersect", -4.029806041084529),
("Thursday<datetime> - <datetime> (interval)",
-4.31748811353631),
("intersectOctober", -4.31748811353631),
("Thursday<time-of-day> - <time-of-day> (interval)",
-3.8066624897703196),
("Tuesdaythis|last|next <cycle>", -4.31748811353631),
("Sunday<named-month> <day-of-month> (non ordinal)",
-4.722953221644475),
("dayminute", -2.9311937524164198),
("minuteday", -3.4701902531491067),
("this|last|next <cycle>Sunday", -4.722953221644475),
("Sundaythis|last|next <cycle>", -4.722953221644475),
("on <day><time-of-day> am|pm", -4.722953221644475),
("intersectintersect", -4.722953221644475),
("weekday", -4.722953221644475),
("dayweek", -3.624340932976365),
("Monday<named-month> <day-of-month> (non ordinal)",
-4.31748811353631),
("<datetime> - <datetime> (interval)July", -3.8066624897703196),
("on <day><named-month> <day-of-month> (non ordinal)",
-4.029806041084529)],
n = 77},
koData =
ClassData{prior = -0.8547885321163612, unseen = -5.225746673713201,
likelihoods =
HashMap.fromList
[("week-endJuly", -4.527208644518379),
("week-endOctober", -3.834061463958434),
("daymonth", -1.7863686205931786),
("TuesdaySeptember", -4.527208644518379),
("Wednesdayintersect", -4.527208644518379),
("from <datetime> - <datetime> (interval)July",
-3.42859635585027),
("from <time-of-day> - <time-of-day> (interval)July",
-4.527208644518379),
("hournograin", -4.121743536410215),
("from|since|after <time>July", -4.121743536410215),
("hourmonth", -2.581298495463066),
("Fridaythis|last|next <cycle>", -4.527208644518379),
("SundayFebruary", -4.527208644518379),
("on <day>September", -3.834061463958434),
("WednesdayOctober", -4.527208644518379),
("intersectnow", -4.121743536410215),
("week-endintersect", -4.527208644518379),
("dayyear", -4.527208644518379),
("FridayJuly", -3.6109179126442243),
("FridaySeptember", -4.121743536410215),
("the <day-of-month> (ordinal)July", -3.6109179126442243),
("WednesdayFebruary", -4.527208644518379),
("minutemonth", -3.0231312477421053),
("Mondaythis|last|next <cycle>", -4.527208644518379),
("SundayMarch", -4.527208644518379),
("MondayFebruary", -4.121743536410215),
("Fridayintersect", -4.527208644518379),
("intersectOctober", -4.527208644518379),
("dayminute", -4.527208644518379),
("SaturdaySeptember", -4.527208644518379),
("intersectSeptember", -3.1409142833984887),
("Tuesdaynow", -4.121743536410215),
("MondayMarch", -4.527208644518379),
("FridayOctober", -4.527208644518379),
("daynograin", -4.121743536410215),
("<integer> to|till|before <hour-of-day>July",
-4.527208644518379),
("Tuesdayintersect", -4.527208644518379),
("<time-of-day> - <time-of-day> (interval)July",
-4.527208644518379),
("<datetime> - <datetime> (interval)July", -4.527208644518379),
("Sundayintersect", -4.527208644518379)],
n = 57}}),
("last <time>",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -3.4011973816621555,
likelihoods =
HashMap.fromList
[("Martin Luther King's Day", -2.6741486494265287),
("day", -1.1700712526502546), ("Sunday", -2.6741486494265287),
("Chinese New Year", -1.9810014688665833),
("Thanksgiving Day", -2.6741486494265287),
("Easter Sunday", -2.6741486494265287),
("hour", -2.6741486494265287), ("Tuesday", -2.6741486494265287),
("week-end", -2.6741486494265287)],
n = 9},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -3.4011973816621555,
likelihoods =
HashMap.fromList
[("Monday", -2.6741486494265287), ("Friday", -2.268683541318364),
("day", -1.7578579175523736), ("Sunday", -2.6741486494265287),
("hour", -1.575536360758419), ("week-end", -1.575536360758419)],
n = 9}}),
("March",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.295836866004329,
likelihoods = HashMap.fromList [("", 0.0)], n = 25},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<named-month>|<named-day> <day-of-month> (ordinal)",
Classifier{okData =
ClassData{prior = -0.1823215567939546,
unseen = -3.4339872044851463,
likelihoods =
HashMap.fromList
[("Octoberordinal (digits)", -2.0149030205422647),
("Thursdayordinal (digits)", -2.70805020110221),
("day", -2.3025850929940455),
("Augustordinal (digits)", -2.70805020110221),
("Marchordinals (first..twentieth,thirtieth,...)",
-2.3025850929940455),
("Tuesdayordinal (digits)", -2.70805020110221),
("Octoberordinals (first..twentieth,thirtieth,...)",
-2.70805020110221),
("month", -1.2039728043259361),
("Marchordinal (digits)", -2.70805020110221)],
n = 10},
koData =
ClassData{prior = -1.791759469228055, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("from|since|after <time>ordinal (digits)",
-1.9459101490553135),
("Augustordinal (digits)", -1.9459101490553135),
("month", -1.540445040947149)],
n = 2}}),
("Clean Monday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<day-of-month> (ordinal)",
Classifier{okData =
ClassData{prior = -0.6061358035703156, unseen = -3.044522437723423,
likelihoods =
HashMap.fromList
[("ordinals (first..twentieth,thirtieth,...)",
-1.3862943611198906),
("ordinal (digits)", -0.2876820724517809)],
n = 18},
koData =
ClassData{prior = -0.7884573603642702, unseen = -2.890371757896165,
likelihoods =
HashMap.fromList
[("ordinals (first..twentieth,thirtieth,...)",
-0.5306282510621704),
("ordinal (digits)", -0.8873031950009028)],
n = 15}}),
("<time> (timezone)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("<time-of-day> am|pm", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Easter Sunday",
Classifier{okData =
ClassData{prior = -0.2876820724517809,
unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -1.3862943611198906,
unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),
("Christmas",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.70805020110221,
likelihoods = HashMap.fromList [("", 0.0)], n = 13},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<datetime> - <datetime> (interval) timezone",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("minuteminute", -0.8109302162163288),
("hh:mmhh:mm", -1.5040773967762742),
("hhhmmhhhmm", -1.0986122886681098)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("mm.dd.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}}),
("Isra and Mi'raj",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<day-of-month> (ordinal or number) of <month>",
Classifier{okData =
ClassData{prior = -0.5679840376059393, unseen = -3.784189633918261,
likelihoods =
HashMap.fromList
[("ordinal (digits)July", -3.068052935133617),
("ordinals (first..twentieth,thirtieth,...)March",
-1.9694406464655074),
("ordinal (digits)this|last|next <cycle>", -2.374905754573672),
("integer (numeric)this|last|next <cycle>", -2.662587827025453),
("ordinal (digits)February", -3.068052935133617),
("integer (numeric)February", -2.662587827025453),
("month", -0.8708283577973976),
("ordinal (digits)March", -2.662587827025453),
("integer (numeric)July", -3.068052935133617)],
n = 17},
koData =
ClassData{prior = -0.8362480242006186, unseen = -3.58351893845611,
likelihoods =
HashMap.fromList
[("ordinal (digits)July", -1.6094379124341003),
("ordinal (digits)February", -2.8622008809294686),
("month", -0.916290731874155),
("integer (numeric)July", -1.6094379124341003)],
n = 13}}),
("decimal number",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("<day-of-month>(ordinal or number)/<named-month>/year",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("ordinal (digits)October", -1.252762968495368),
("month", -0.8472978603872037),
("integer (numeric)October", -1.252762968495368)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("Naraka Chaturdashi",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("yyyyqq",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("beginning of month",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("next <time>",
Classifier{okData =
ClassData{prior = -0.1670540846631662,
unseen = -3.5263605246161616,
likelihoods =
HashMap.fromList
[("Martin Luther King's Day", -2.1102132003465894),
("Halloween", -2.803360380906535),
("Boss's Day", -2.803360380906535),
("Monday", -2.3978952727983707), ("day", -1.0986122886681098),
("Thanksgiving Day", -2.803360380906535),
("March", -2.803360380906535), ("month", -2.803360380906535),
("Tuesday", -2.3978952727983707)],
n = 11},
koData =
ClassData{prior = -1.8718021769015913, unseen = -2.772588722239781,
likelihoods =
HashMap.fromList
[("Wednesday", -2.0149030205422647),
("Saturday", -2.0149030205422647),
("day", -1.6094379124341003)],
n = 2}}),
("<time-of-day> sharp|exactly",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.890371757896165,
likelihoods =
HashMap.fromList
[("at <time-of-day>", -2.1400661634962708),
("time-of-day (latent)", -2.1400661634962708),
("hhmm (latent)", -2.1400661634962708),
("<time-of-day> am|pm", -2.1400661634962708),
("hh:mm", -2.1400661634962708), ("hour", -1.7346010553881064),
("minute", -1.4469189829363254)],
n = 5},
koData =
ClassData{prior = -infinity, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [], n = 0}}),
("the <ordinal> closest <day> to <time>",
Classifier{okData =
ClassData{prior = -0.2876820724517809,
unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("ordinals (first..twentieth,thirtieth,...)Monday<named-month>|<named-day> <day-of-month> (ordinal)",
-1.791759469228055),
("ordinals (first..twentieth,thirtieth,...)Christmastoday",
-1.791759469228055),
("dayday", -1.0986122886681098),
("ordinal (digits)Christmastoday", -1.791759469228055)],
n = 3},
koData =
ClassData{prior = -1.3862943611198906,
unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("daymonth", -1.3862943611198906),
("ordinals (first..twentieth,thirtieth,...)MondayOctober",
-1.3862943611198906)],
n = 1}}),
("Islamic New Year",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Lent",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("negative numbers",
Classifier{okData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -3.8066624897703196,
likelihoods =
HashMap.fromList
[("integer (numeric)", -4.652001563489282e-2),
("integer (0..19)", -3.0910424533583156)],
n = 42}}),
("about|exactly <duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("half a <time-grain>", -0.6931471805599453),
("minute", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Purim",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("<time> before last|after next",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("Wednesday", -1.8718021769015913),
("Friday", -1.466337068793427), ("day", -1.1786549963416462),
("March", -1.8718021769015913), ("month", -1.8718021769015913)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("by the end of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("this|last|next <cycle>", -0.8109302162163288),
("year", -1.5040773967762742), ("month", -1.0986122886681098)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("half an hour (abbrev).",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("hhmm (military) am|pm",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<datetime> - <datetime> (interval)",
Classifier{okData =
ClassData{prior = -1.1631508098056809, unseen = -4.770684624465665,
likelihoods =
HashMap.fromList
[("intersecthh:mm", -3.6635616461296463),
("from|since|after <time>hh:mm", -3.152736022363656),
("minuteminute", -1.5841201044498106),
("<time> timezone<time> timezone", -3.3758795736778655),
("the <day-of-month> (ordinal)the <day-of-month> (ordinal)",
-3.6635616461296463),
("hh:mmhh:mm", -2.5649493574615367),
("dayday", -2.5649493574615367),
("hhhmmhhhmm", -3.152736022363656),
("hourhour", -3.6635616461296463),
("<named-month> <day-of-month> (non ordinal)<named-month> <day-of-month> (non ordinal)",
-3.6635616461296463),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-3.6635616461296463),
("<time-of-day> am|pmhh:mm:ss", -4.069026754237811),
("hoursecond", -3.6635616461296463),
("<time-of-day> am|pm<time-of-day> am|pm", -3.3758795736778655),
("from|since|after <time>the <day-of-month> (ordinal)",
-3.152736022363656)],
n = 35},
koData =
ClassData{prior = -0.3746934494414107, unseen = -5.308267697401205,
likelihoods =
HashMap.fromList
[("hhhmm<time> timezone", -4.204692619390966),
("<time> timezonehhhmm", -4.204692619390966),
("hourday", -3.00071981506503),
("<named-month> <day-of-month> (non ordinal)July",
-4.61015772749913),
("dayhour", -4.61015772749913),
("daymonth", -3.6938669956249752),
("from|since|after <time><day-of-month> (ordinal or number) of <month>",
-3.6938669956249752),
("<time-of-day> am|pmintersect", -4.61015772749913),
("MondayOctober", -4.204692619390966),
("from|since|after <time>hh:mm", -4.61015772749913),
("hh:mm<time-of-day> am|pm", -3.5115454388310208),
("hhhmmintersect", -4.61015772749913),
("minuteminute", -2.167810692129926),
("from|since|after <time><time-of-day> am|pm",
-3.917010546939185),
("hh:mmhh:mm", -3.917010546939185),
("dayday", -1.8067973465925955),
("from|since|after <time><day-of-month> (ordinal or number) <named-month>",
-3.6938669956249752),
("hhhmmhhhmm", -4.204692619390966),
("hourhour", -3.6938669956249752),
("hourminute", -4.61015772749913),
("minutehour", -3.6938669956249752),
("<time> timezonehh:mm", -4.61015772749913),
("hh:mm<time> timezone", -4.61015772749913),
("the <day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-4.61015772749913),
("from|since|after <time><day-of-month> (ordinal or number) of <named-month>",
-3.6938669956249752),
("hh:mmintersect", -3.6938669956249752),
("<named-month> <day-of-month> (non ordinal)August",
-4.61015772749913),
("Christmastoday", -3.917010546939185),
("about|exactly <time-of-day><time-of-day> am|pm",
-4.61015772749913),
("from|since|after <time>intersect", -3.1060803307228566),
("from|since|after <time>intersect by \",\", \"of\", \"from\", \"'s\"",
-3.6938669956249752),
("Monday<named-month>|<named-day> <day-of-month> (ordinal)",
-4.204692619390966),
("<time-of-day> am|pmhh:mm", -4.61015772749913),
("from|since|after <time>the <day-of-month> (ordinal or number) of <named-month>",
-3.1060803307228566),
("the <day-of-month> (ordinal)<day-of-month> (ordinal or number) <named-month>",
-4.61015772749913),
("from|since|after <time>the <day-of-month> (ordinal)",
-4.61015772749913),
("the <day-of-month> (ordinal)the <day-of-month> (ordinal or number) of <named-month>",
-4.204692619390966),
("Monday<named-month> <day-of-month> (non ordinal)",
-4.61015772749913),
("the <day-of-month> (ordinal)intersect", -4.204692619390966)],
n = 77}}),
("Tuesday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.772588722239781,
likelihoods = HashMap.fromList [("", 0.0)], n = 14},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("New Year's Day",
Classifier{okData =
ClassData{prior = -1.8718021769015913,
unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -0.1670540846631662,
unseen = -2.5649493574615367,
likelihoods = HashMap.fromList [("", 0.0)], n = 11}}),
("fortnight",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<integer> and an half hour",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Laylat al-Qadr",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Boghi",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("at the beginning|end of <named-month>",
Classifier{okData =
ClassData{prior = -0.2231435513142097,
unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("January", -1.3862943611198906),
("April", -1.3862943611198906), ("month", -0.8754687373538999)],
n = 4},
koData =
ClassData{prior = -1.6094379124341003,
unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("October", -1.0986122886681098),
("month", -1.0986122886681098)],
n = 1}}),
("<time-of-day> - <time-of-day> (interval)",
Classifier{okData =
ClassData{prior = -1.1340142157190256, unseen = -4.68213122712422,
likelihoods =
HashMap.fromList
[("from|since|after <time>hh:mm", -3.0633909220278057),
("hh:mmtime-of-day (latent)", -3.2865344733420154),
("minuteminute", -1.6770965609079151),
("<time> timezone<time> timezone", -3.2865344733420154),
("from|since|after <time><time-of-day> am|pm",
-3.979681653901961),
("hh:mmhh:mm", -2.4756042571256867),
("<time-of-day> am|pmtime-of-day (latent)",
-3.2865344733420154),
("hhhmmhhhmm", -3.0633909220278057),
("hourhour", -2.4756042571256867),
("minutehour", -2.4756042571256867),
("<time-of-day> am|pmhh:mm:ss", -3.979681653901961),
("hhhmmtime-of-day (latent)", -3.2865344733420154),
("hoursecond", -3.5742165457937967),
("from|since|after <time>time-of-day (latent)",
-3.2865344733420154),
("<time-of-day> am|pm<time-of-day> am|pm",
-3.0633909220278057)],
n = 37},
koData =
ClassData{prior = -0.38822330167365837,
unseen = -5.247024072160486,
likelihoods =
HashMap.fromList
[("hhhmm<time> timezone", -4.143134726391533),
("<time> timezonehhhmm", -4.143134726391533),
("about|exactly <time-of-day>time-of-day (latent)",
-4.548599834499697),
("until <time>time-of-day (latent)", -3.295836866004329),
("from|since|after <time>hh:mm", -4.548599834499697),
("hh:mmtime-of-day (latent)", -2.5336968139574325),
("hh:mm<time-of-day> am|pm", -3.295836866004329),
("minuteminute", -2.469158292819861),
("from|since|after <time><time-of-day> am|pm",
-3.632309102625542),
("hh:mmhh:mm", -3.855452653939752),
("<time-of-day> am|pmtime-of-day (latent)", -4.143134726391533),
("hhhmmhhhmm", -4.143134726391533),
("at <time-of-day><time-of-day> am|pm", -4.548599834499697),
("hourhour", -1.9836504770381604),
("from|since|after <time><integer> to|till|before <hour-of-day>",
-3.855452653939752),
("hourminute", -3.4499875458315876),
("minutehour", -1.715386490443481),
("<time> timezonehh:mm", -4.548599834499697),
("hh:mm<time> timezone", -4.548599834499697),
("hhhmmtime-of-day (latent)", -3.855452653939752),
("until <time><time-of-day> am|pm", -4.143134726391533),
("about|exactly <time-of-day><time-of-day> am|pm",
-4.548599834499697),
("<time-of-day> am|pmhh:mm", -4.548599834499697),
("<part-of-day> at <time-of-day>time-of-day (latent)",
-3.855452653939752),
("from|since|after <time>time-of-day (latent)",
-3.044522437723423),
("at <time-of-day>time-of-day (latent)", -3.632309102625542),
("<time> timezonetime-of-day (latent)", -3.855452653939752),
("<integer> to|till|before <hour-of-day><time-of-day> am|pm",
-4.548599834499697),
("<integer> to|till|before <hour-of-day>time-of-day (latent)",
-3.855452653939752)],
n = 78}}),
("military spelled out numbers am|pm",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods =
HashMap.fromList [("integer (0..19)integer (20..90)", 0.0)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("winter",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("nth <time> after <time>",
Classifier{okData =
ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("dayday", -0.916290731874155),
("ordinals (first..twentieth,thirtieth,...)Tuesdayintersect",
-0.916290731874155)],
n = 1},
koData =
ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("dayday", -0.916290731874155),
("ordinals (first..twentieth,thirtieth,...)TuesdayChristmas",
-0.916290731874155)],
n = 1}}),
("Ugadi",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [("", 0.0)], n = 7},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<named-month> <day-of-month> (non ordinal)",
Classifier{okData =
ClassData{prior = -0.3646431135879093, unseen = -4.0943445622221,
likelihoods =
HashMap.fromList
[("Augustinteger (numeric)", -2.691243082785829),
("Marchinteger (numeric)", -2.9789251552376097),
("Aprilinteger (numeric)", -3.3843902633457743),
("month", -0.8194409058842375),
("Februaryinteger (numeric)", -2.1316272948504063),
("Septemberinteger (numeric)", -2.691243082785829),
("Octoberinteger (numeric)", -2.691243082785829),
("Julyinteger (numeric)", -1.9980959022258835)],
n = 25},
koData =
ClassData{prior = -1.1856236656577395,
unseen = -3.4657359027997265,
likelihoods =
HashMap.fromList
[("Augustinteger (numeric)", -2.3353749158170367),
("Marchinteger (numeric)", -2.740840023925201),
("Aprilinteger (numeric)", -2.740840023925201),
("month", -0.9490805546971459),
("from|since|after <time>integer (numeric)",
-2.3353749158170367),
("Julyinteger (numeric)", -1.6422277352570913)],
n = 11}}),
("Diwali",
Classifier{okData =
ClassData{prior = -0.2876820724517809,
unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -1.3862943611198906,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("last night",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("this|next <day-of-week>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.1354942159291497,
likelihoods =
HashMap.fromList
[("Thursday", -2.3978952727983707),
("Wednesday", -2.3978952727983707),
("Saturday", -2.3978952727983707),
("Monday", -1.7047480922384253), ("day", -0.8938178760220964),
("Tuesday", -1.9924301646902063)],
n = 8},
koData =
ClassData{prior = -infinity, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0}}),
("ordinal (digits)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -4.1588830833596715,
likelihoods = HashMap.fromList [("", 0.0)], n = 62},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("quarter (grain)",
Classifier{okData =
ClassData{prior = -0.4700036292457356,
unseen = -3.0910424533583156,
likelihoods = HashMap.fromList [("", 0.0)], n = 20},
koData =
ClassData{prior = -0.9808292530117262, unseen = -2.639057329615259,
likelihoods = HashMap.fromList [("", 0.0)], n = 12}}),
("last <cycle> of <time>",
Classifier{okData =
ClassData{prior = -0.916290731874155, unseen = -3.1354942159291497,
likelihoods =
HashMap.fromList
[("day (grain)October", -1.9924301646902063),
("daymonth", -1.4816045409242156),
("day (grain)intersect", -1.9924301646902063),
("weekmonth", -1.9924301646902063),
("week (grain)intersect", -2.3978952727983707),
("week (grain)September", -2.3978952727983707)],
n = 6},
koData =
ClassData{prior = -0.5108256237659907, unseen = -3.367295829986474,
likelihoods =
HashMap.fromList
[("daymonth", -2.2335922215070942),
("day (grain)May", -2.2335922215070942),
("week (grain)year (latent)", -1.9459101490553135),
("weekmonth", -1.7227665977411035),
("week (grain)October", -2.2335922215070942),
("weekyear", -1.9459101490553135),
("week (grain)intersect", -2.2335922215070942)],
n = 9}}),
("Chhath",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Vasant Panchami",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<day-of-month>(ordinal) <named-month> year",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("ordinal (digits)October", -1.252762968495368),
("ordinal (digits)April", -1.252762968495368),
("month", -0.8472978603872037)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("the <ordinal> last <cycle> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.9444389791664407,
likelihoods =
HashMap.fromList
[("ordinals (first..twentieth,thirtieth,...)week (grain)year (latent)",
-2.1972245773362196),
("daymonth", -2.1972245773362196),
("ordinal (digits)day (grain)May", -2.1972245773362196),
("ordinals (first..twentieth,thirtieth,...)week (grain)intersect",
-2.1972245773362196),
("weekmonth", -1.791759469228055),
("ordinal (digits)week (grain)year (latent)",
-2.1972245773362196),
("weekyear", -1.791759469228055),
("ordinals (first..twentieth,thirtieth,...)week (grain)October",
-2.1972245773362196)],
n = 5},
koData =
ClassData{prior = -infinity, unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [], n = 0}}),
("Black Friday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("week-end",
Classifier{okData =
ClassData{prior = -1.252762968495368, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -0.3364722366212129,
unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5}}),
("Great Lent",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Maundy Thursday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("day (grain)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.6888794541139363,
likelihoods = HashMap.fromList [("", 0.0)], n = 38},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Vaisakhi",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("right now",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("for <duration> from <time>",
Classifier{okData =
ClassData{prior = -0.3364722366212129, unseen = -2.995732273553991,
likelihoods =
HashMap.fromList
[("<integer> <unit-of-duration>intersect", -2.2512917986064953),
("<integer> <unit-of-duration><day-of-month> (ordinal)",
-2.2512917986064953),
("<integer> + '\"from|since|after <time>", -2.2512917986064953),
("dayday", -1.55814461804655),
("minutehour", -1.845826690498331),
("<integer> + '\"<time-of-day> am|pm", -2.2512917986064953),
("<integer> <unit-of-duration><day-of-month> (ordinal or number) <named-month>",
-2.2512917986064953)],
n = 5},
koData =
ClassData{prior = -1.252762968495368, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("dayhour", -1.8718021769015913),
("<integer> + '\"from|since|after <time>", -1.8718021769015913),
("<integer> <unit-of-duration>time-of-day (latent)",
-1.8718021769015913),
("minutehour", -1.8718021769015913)],
n = 2}}),
("compose by multiplication",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList [("integer (0..19)powers of tens", 0.0)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("end of year",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.4849066497880004,
likelihoods = HashMap.fromList [("", 0.0)], n = 10},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("between <time> and <time>",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -2.9444389791664407,
likelihoods =
HashMap.fromList
[("minuteminute", -1.791759469228055),
("hh:mmhh:mm", -2.1972245773362196),
("<time-of-day> am|pmtime-of-day (latent)",
-2.1972245773362196),
("hhhmmhhhmm", -2.1972245773362196),
("minutehour", -1.791759469228055),
("<time-of-day> am|pm<time-of-day> am|pm",
-2.1972245773362196)],
n = 4},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -2.9444389791664407,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -2.1972245773362196),
("hhhmmintersect", -2.1972245773362196),
("minuteminute", -1.791759469228055),
("minutehour", -1.791759469228055),
("hh:mmintersect", -2.1972245773362196),
("hhhmmtime-of-day (latent)", -2.1972245773362196)],
n = 4}}),
("<month> dd-dd (interval)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.4657359027997265,
likelihoods =
HashMap.fromList
[("from|since|after <time>integer (numeric)integer (numeric)",
-2.740840023925201),
("from|since|after <time>ordinal (digits)ordinal (digits)",
-2.740840023925201),
("Julyinteger (numeric)integer (numeric)", -1.6422277352570913),
("Augustordinal (digits)integer (numeric)",
-2.3353749158170367),
("from|since|after <time>ordinal (digits)integer (numeric)",
-2.740840023925201),
("month", -0.8690378470236094),
("Augustordinal (digits)ordinal (digits)",
-2.3353749158170367)],
n = 12},
koData =
ClassData{prior = -infinity, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [], n = 0}}),
("intersect by \",\", \"of\", \"from\" for year",
Classifier{okData =
ClassData{prior = -6.899287148695143e-2,
unseen = -3.6109179126442243,
likelihoods =
HashMap.fromList
[("Black Fridaythis|last|next <cycle>", -2.890371757896165),
("Martin Luther King's Daythis|last|next <cycle>",
-2.4849066497880004),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-2.1972245773362196),
("dayyear", -0.8754687373538999),
("Thanksgiving Daythis|last|next <cycle>", -2.890371757896165),
("intersectyear (latent)", -2.1972245773362196),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-1.9740810260220096)],
n = 14},
koData =
ClassData{prior = -2.70805020110221, unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("Fridaythis|last|next <cycle>", -1.6094379124341003),
("dayyear", -1.6094379124341003)],
n = 1}}),
("part of days",
Classifier{okData =
ClassData{prior = -4.1672696400568074e-2,
unseen = -3.891820298110627,
likelihoods = HashMap.fromList [("", 0.0)], n = 47},
koData =
ClassData{prior = -3.1986731175506815,
unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),
("at the beginning|end of <week>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -4.330733340286331,
likelihoods =
HashMap.fromList
[("week", -0.706570200892086),
("this|last|next <cycle>", -0.8209805520698302),
("about|exactly <time-of-day>", -2.70805020110221)],
n = 36},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("Eid al-Fitr",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [("", 0.0)], n = 7},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("summer",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Trinity Sunday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<datetime>/<datetime> (interval)",
Classifier{okData =
ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("secondsecond", -0.916290731874155),
("intersectintersect", -0.916290731874155)],
n = 1},
koData =
ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("hh:mm:ssintersect", -0.916290731874155),
("secondsecond", -0.916290731874155)],
n = 1}}),
("Mid-day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("dd-dd <month> (interval)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.1354942159291497,
likelihoods =
HashMap.fromList
[("integer (numeric)integer (numeric)September",
-1.9924301646902063),
("ordinal (digits)ordinal (digits)July", -1.9924301646902063),
("ordinal (digits)ordinal (digits)October",
-2.3978952727983707),
("integer (numeric)integer (numeric)July", -1.9924301646902063),
("month", -0.8938178760220964),
("ordinal (digits)ordinal (digits)August",
-2.3978952727983707)],
n = 8},
koData =
ClassData{prior = -infinity, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0}}),
("Pentecost",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("this <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.367295829986474,
likelihoods =
HashMap.fromList
[("Thursday", -2.639057329615259),
("Martin Luther King's Day", -2.639057329615259),
("Monday", -2.639057329615259), ("day", -1.1349799328389845),
("Thanksgiving Day", -2.639057329615259),
("Christmas", -2.639057329615259), ("hour", -2.639057329615259),
("winter", -2.639057329615259),
("week-end", -2.639057329615259),
("summer", -2.2335922215070942)],
n = 9},
koData =
ClassData{prior = -infinity, unseen = -2.3978952727983707,
likelihoods = HashMap.fromList [], n = 0}}),
("Shushan Purim",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("August",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}})]