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duckling/Duckling/Ranking/Classifiers/HR.hs
Julien Odent 7a6c2597af Time: don't shift duration on <duration> before/after <time> (but now) 
Summary:
* `Duration` before/after `Time` now resolves with the lowest grain
* "now" has an undefined grain `NoGrain`, as depending on the context it might mean different things, as opposed to "right now"

Before:
`day after tomorrow` -> `day` grain
`1 day after tomorrow` -> `hour` grain

Given that the reference date/time is `2013-02-12T04:30:00`.
`one year from now` -> `2014-02-01T00:00:00` with `month` grain.
`one year from today` -> `2014-02-01T00:00:00` with `month` grain.

After:
`day after tomorrow` -> `day` grain
`1 day after tomorrow` -> `day` grain
`one year from now` -> `2014-02-12T04:30:00` with `month` grain (remains the same).
`one year from today` -> `2014-02-12T00:00:00` with `day` grain.

For other `Time` entities involving `Duration`, such as "in + `Duration`", the behavior remains the same: shift to the lower grain (the intent is not precise).

Reviewed By: l5t, blandinw

Differential Revision: D5467164

fbshipit-source-id: b63b6a4
2017-07-26 11:49:44 -07:00

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-- Copyright (c) 2016-present, Facebook, Inc.
-- All rights reserved.
--
-- This source code is licensed under the BSD-style license found in the
-- LICENSE file in the root directory of this source tree. An additional grant
-- of patent rights can be found in the PATENTS file in the same directory.
-----------------------------------------------------------------
-- Auto-generated by regenClassifiers
--
-- DO NOT EDIT UNLESS YOU ARE SURE THAT YOU KNOW WHAT YOU ARE DOING
-- @generated
-----------------------------------------------------------------
{-# LANGUAGE OverloadedStrings #-}
module Duckling.Ranking.Classifiers.HR (classifiers) where
import Prelude
import Duckling.Ranking.Types
import qualified Data.HashMap.Strict as HashMap
import Data.String
classifiers :: Classifiers
classifiers
= HashMap.fromList
[("<time> timezone",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("<time> <part-of-day>", -1.7047480922384253),
("intersect", -1.7047480922384253),
("hh:mm", -1.7047480922384253), ("hour", -1.7047480922384253),
("minute", -1.2992829841302609)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.9697794168251413, unseen = -4.532599493153256,
likelihoods = HashMap.fromList [("", 0.0)], n = 91},
koData =
ClassData{prior = -0.4766926173965321, unseen = -5.017279836814924,
likelihoods = HashMap.fromList [("", 0.0)], n = 149}}),
("Father's Day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("lunch",
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 (20..90)",
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}}),
("few",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<time> <part-of-day>",
Classifier{okData =
ClassData{prior = -0.2876820724517809, unseen = -5.214935757608986,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clockmorning", -4.516338972281476),
("until <time-of-day>afternoon", -4.516338972281476),
("dayhour", -2.8115908800430502),
("time-of-day (latent)late night", -3.82319179172153),
("time-of-day (latent)evening|night", -4.110873864173311),
("<time-of-day> o'clockevening|night", -4.516338972281476),
("<time-of-day> o'clocktonight", -4.516338972281476),
("<hour-of-day> halfafternoon", -4.516338972281476),
("time-of-day (latent)tonight", -4.110873864173311),
("yesterdayevening|night", -4.516338972281476),
("hourhour", -1.4482860371478585),
("at <time-of-day>afternoon", -3.417726683613366),
("minutehour", -2.501435951739211),
("<time-of-day> o'clockafternoon", -4.516338972281476),
("intersectafternoon", -4.516338972281476),
("time-of-day (latent)morning", -4.516338972281476),
("named-daymorning", -4.516338972281476),
("todayevening|night", -4.516338972281476),
("named-dayearly morning", -3.82319179172153),
("at <time-of-day>late night", -3.82319179172153),
("hh:mmearly morning", -4.516338972281476),
("<day-of-month>(ordinal) <named-month>morning",
-4.516338972281476),
("half <integer> (HR style hour-of-day)afternoon",
-4.110873864173311),
("numeral after|past (hour-of-day)afternoon",
-4.516338972281476),
("quarter after|past (hour-of-day)afternoon",
-4.516338972281476),
("<time-of-day> o'clocklate night", -4.110873864173311),
("tomorrowlunch", -4.516338972281476),
("todaytonight", -4.516338972281476),
("time-of-day (latent)afternoon", -3.130044611161585),
("intersectmorning", -3.2635760037861075),
("about <time-of-day>afternoon", -3.82319179172153),
("<duration> after <time>afternoon", -4.516338972281476),
("hh:mmafternoon", -3.2635760037861075),
("between <datetime> and <datetime> (interval)morning",
-4.516338972281476),
("between <time-of-day> and <time-of-day> (interval)morning",
-4.516338972281476),
("at <time-of-day>morning", -4.516338972281476),
("tomorrowevening|night", -4.516338972281476)],
n = 66},
koData =
ClassData{prior = -1.3862943611198906, unseen = -4.564348191467836,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clockmorning", -3.8607297110405954),
("dayhour", -3.455264602932431),
("yearhour", -3.455264602932431),
("named-daylate night", -3.8607297110405954),
("monthhour", -3.455264602932431),
("by <time>afternoon", -3.8607297110405954),
("after <time-of-day>morning", -3.8607297110405954),
("hourhour", -2.2512917986064953),
("until <time-of-day>morning", -3.8607297110405954),
("since <time-of-day>morning", -3.8607297110405954),
("minutehour", -2.762117422372486),
("time-of-day (latent)morning", -3.8607297110405954),
("year (latent)afternoon", -3.455264602932431),
("by <time>morning", -3.8607297110405954),
("numeral to|till|before <integer> (hour-of-day)morning",
-3.8607297110405954),
("named-monthmorning", -3.8607297110405954),
("secondhour", -3.455264602932431),
("time-of-day (latent)afternoon", -2.6079667425452278),
("intersectmorning", -3.455264602932431),
("named-monthlate night", -3.8607297110405954),
("<day-of-month>(ordinal) <named-month>late night",
-3.8607297110405954)],
n = 22}}),
("today",
Classifier{okData =
ClassData{prior = -1.1526795099383855,
unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -0.3794896217049037, unseen = -2.70805020110221,
likelihoods = HashMap.fromList [("", 0.0)], n = 13}}),
("at <time-of-day>",
Classifier{okData =
ClassData{prior = -0.1670540846631662, unseen = -3.912023005428146,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clock", -2.2823823856765264),
("time-of-day (latent)", -1.1192315758708455),
("hh:mm", -2.505525936990736), ("hour", -0.8960880245566356),
("minute", -2.505525936990736)],
n = 22},
koData =
ClassData{prior = -1.8718021769015913, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -0.9555114450274363),
("hour", -0.9555114450274363)],
n = 4}}),
("absorption of , after named day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.4011973816621555,
likelihoods =
HashMap.fromList
[("day", -0.7282385003712154),
("named-day", -0.8823891801984737),
("u <named-day>", -2.268683541318364)],
n = 13},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("tonight",
Classifier{okData =
ClassData{prior = -0.3364722366212129,
unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5},
koData =
ClassData{prior = -1.252762968495368, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),
("integer (0..19)",
Classifier{okData =
ClassData{prior = -0.15822400521489416,
unseen = -3.6109179126442243,
likelihoods = HashMap.fromList [("", 0.0)], n = 35},
koData =
ClassData{prior = -1.9218125974762528,
unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6}}),
("between <time-of-day> and <time-of-day> (interval)",
Classifier{okData =
ClassData{prior = -0.6061358035703156,
unseen = -2.9444389791664407,
likelihoods =
HashMap.fromList
[("minuteminute", -1.0986122886681098),
("time-of-day (latent)time-of-day (latent)",
-2.1972245773362196),
("hh:mmhh:mm", -1.0986122886681098),
("hourhour", -2.1972245773362196)],
n = 6},
koData =
ClassData{prior = -0.7884573603642702, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -0.9808292530117262),
("minutehour", -0.9808292530117262)],
n = 5}}),
("between <datetime> and <datetime> (interval)",
Classifier{okData =
ClassData{prior = -0.8472978603872037, unseen = -2.995732273553991,
likelihoods =
HashMap.fromList
[("minuteminute", -1.1526795099383855),
("time-of-day (latent)time-of-day (latent)",
-2.2512917986064953),
("hh:mmhh:mm", -1.1526795099383855),
("hourhour", -2.2512917986064953)],
n = 6},
koData =
ClassData{prior = -0.5596157879354228,
unseen = -3.1780538303479458,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -1.3437347467010947),
("minuteminute", -1.749199854809259),
("minutehour", -1.3437347467010947),
("hh:mmintersect", -1.749199854809259)],
n = 8}}),
("month (grain)",
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}}),
("<time-of-day> o'clock",
Classifier{okData =
ClassData{prior = -0.7308875085427924,
unseen = -3.5263605246161616,
likelihoods =
HashMap.fromList
[("at <time-of-day>", -1.8870696490323797),
("time-of-day (latent)", -1.2992829841302609),
("until <time-of-day>", -2.803360380906535),
("hour", -0.8574502318512216)],
n = 13},
koData =
ClassData{prior = -0.6567795363890705, unseen = -3.58351893845611,
likelihoods =
HashMap.fromList
[("<hour-of-day> quarter", -2.8622008809294686),
("time-of-day (latent)", -0.9903987040278769),
("hour", -0.916290731874155), ("minute", -2.8622008809294686),
("after <time-of-day>", -2.8622008809294686)],
n = 14}}),
("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}}),
("hour (grain)",
Classifier{okData =
ClassData{prior = -0.8690378470236094, unseen = -2.70805020110221,
likelihoods = HashMap.fromList [("", 0.0)], n = 13},
koData =
ClassData{prior = -0.5436154465889815, unseen = -2.995732273553991,
likelihoods = HashMap.fromList [("", 0.0)], n = 18}}),
("<ordinal> quarter",
Classifier{okData =
ClassData{prior = -0.40546510810816444,
unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("ordinal (digits)quarter (grain)", -1.2992829841302609),
("ordinals (first..19th)quarter (grain)", -1.2992829841302609),
("quarter", -0.7884573603642702)],
n = 4},
koData =
ClassData{prior = -1.0986122886681098,
unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("ordinal (digits)quarter (grain)", -1.252762968495368),
("ordinals (first..19th)quarter (grain)", -1.252762968495368),
("quarter", -0.8472978603872037)],
n = 2}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.5133540701193493, unseen = -6.049733455231958,
likelihoods =
HashMap.fromList
[("u <named-day><day-of-month>(ordinal) <named-month>",
-5.354224998486333),
("hourday", -4.948759890378168),
("dd.mm<time-of-day> o'clock", -5.354224998486333),
("dayhour", -2.680076349059804),
("daymonth", -3.5624655292582776),
("u <named-day><named-month> <day-of-month> (ordinal)",
-5.354224998486333),
("monthyear", -3.6494769062479073),
("christmasyear", -5.354224998486333),
("u <named-day><time-of-day> o'clock", -5.354224998486333),
("<time> <part-of-day>u <named-day>", -3.9679306373664422),
("intersectat <time-of-day>", -5.354224998486333),
("day before yesterdayat <time-of-day>", -4.661077817926388),
("between <time-of-day> and <time-of-day> (interval)u <named-day>",
-4.661077817926388),
("between <datetime> and <datetime> (interval)u <named-day>",
-4.661077817926388),
("last <cycle>u <named-day>", -5.354224998486333),
("<time-of-day> o'clocktonight", -5.354224998486333),
("from <datetime> - <datetime> (interval)u <named-day>",
-5.354224998486333),
("today<time> <part-of-day>", -4.948759890378168),
("todayat <time-of-day>", -5.354224998486333),
("from <time-of-day> - <time-of-day> (interval)u <named-day>",
-5.354224998486333),
("next <cycle>u <named-day>", -5.354224998486333),
("named-dayhh:mm", -5.354224998486333),
("dayday", -3.1029331998798373),
("hourhour", -5.354224998486333),
("intersect<named-month> <day-of-month> (non ordinal)",
-4.948759890378168),
("intersectnamed-month", -4.437934266612178),
("dayyear", -3.8501476017100584),
("named-dayu <named-month>", -4.948759890378168),
("<time-of-day> o'clocktomorrow", -5.354224998486333),
("<time-of-day> - <time-of-day> (interval)u <named-day>",
-4.437934266612178),
("<day-of-month>(ordinal) <named-month>year",
-4.948759890378168),
("<datetime> - <datetime> (interval)u <named-day>",
-4.437934266612178),
("absorption of , after named day<day-of-month>(ordinal) <named-month>",
-3.9679306373664422),
("day after tomorrow<time> <part-of-day>", -5.354224998486333),
("minutemonth", -4.437934266612178),
("day after tomorrowat <time-of-day>", -4.948759890378168),
("absorption of , after named day<named-month> <day-of-month> (ordinal)",
-4.437934266612178),
("named-day<time> timezone", -5.354224998486333),
("named-monthyear", -3.8501476017100584),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-4.948759890378168),
("this <cycle>u <named-day>", -4.948759890378168),
("last <day-of-week> <time>year", -4.948759890378168),
("dd.mmat <time-of-day>", -4.948759890378168),
("intersect<day-of-month>(ordinal) <named-month>",
-4.437934266612178),
("intersect<named-month> <day-of-month> (ordinal)",
-4.948759890378168),
("named-daynext <cycle>", -5.354224998486333),
("named-dayintersect", -5.354224998486333),
("day before yesterday<time-of-day> o'clock",
-5.354224998486333),
("<time> <part-of-day><named-day> <day-of-month> (ordinal)",
-4.437934266612178),
("dayminute", -3.274783456806497),
("u <named-day>at <time-of-day>", -4.948759890378168),
("<time> <part-of-day>intersect", -3.4824228215847413),
("u <named-day><time> <part-of-day>", -4.948759890378168),
("intersectyear", -5.354224998486333),
("<ordinal> <cycle> of <time>year", -5.354224998486333),
("minuteday", -2.0583881324820035),
("absorption of , after named dayintersect",
-5.354224998486333),
("named-daybetween <time-of-day> and <time-of-day> (interval)",
-4.661077817926388),
("<time> <part-of-day>intersect by \",\"", -4.437934266612178),
("named-day<time> <part-of-day>", -4.437934266612178),
("named-dayat <time-of-day>", -4.948759890378168),
("named-daybetween <datetime> and <datetime> (interval)",
-4.661077817926388),
("intersect by \",\"at <time-of-day>", -4.437934266612178),
("absorption of , after named dayintersect by \",\"",
-4.255612709818223),
("yearat <time-of-day>", -5.354224998486333),
("<time> <part-of-day>absorption of , after named day",
-4.661077817926388),
("todaytonight", -5.354224998486333),
("weekday", -4.437934266612178),
("named-day<time-of-day> o'clock", -5.354224998486333),
("dayweek", -5.354224998486333),
("weekyear", -4.948759890378168),
("<named-day> <day-of-month> (ordinal)named-month",
-3.8501476017100584),
("u <named-day><named-month> <day-of-month> (non ordinal)",
-5.354224998486333),
("u <named-month>year", -4.948759890378168),
("last <cycle> of <time>year", -4.948759890378168),
("<day-of-month> (non ordinal) <named-month>year",
-5.354224998486333),
("yearminute", -5.354224998486333)],
n = 158},
koData =
ClassData{prior = -0.9125100090342491, unseen = -5.768320995793772,
likelihoods =
HashMap.fromList
[("since <time-of-day>by <time>", -4.378896741664954),
("year<time-of-day> - <time-of-day> (interval)",
-5.072043922224899),
("hourday", -4.155753190350744),
("dayhour", -3.200241745323308),
("named-monthnamed-day", -3.9734316335567894),
("daymonth", -2.9319777587286286),
("monthday", -3.6857495611050086),
("monthyear", -3.462606009790799),
("yearhour", -4.666578814116735),
("named-month<hour-of-day> <integer> (as relative minutes)",
-5.072043922224899),
("hh:mmu <named-day>", -3.9734316335567894),
("last <time>today", -4.378896741664954),
("intersectat <time-of-day>", -5.072043922224899),
("named-daysince <time-of-day>", -4.155753190350744),
("until <time-of-day>u <named-day>", -5.072043922224899),
("since <time-of-day>u <named-day>", -4.666578814116735),
("<time> <part-of-day>named-day", -5.072043922224899),
("dayday", -3.9734316335567894),
("<time> <part-of-day>at <time-of-day>", -5.072043922224899),
("named-monthnamed-month", -4.378896741664954),
("monthmonth", -4.155753190350744),
("hourhour", -5.072043922224899),
("intersectnamed-month", -4.666578814116735),
("dayyear", -4.378896741664954),
("named-dayu <named-month>", -4.155753190350744),
("<time-of-day> - <time-of-day> (interval)u <named-day>",
-5.072043922224899),
("year<hour-of-day> <integer> (as relative minutes)",
-4.666578814116735),
("monthminute", -4.666578814116735),
("absorption of , after named day<day-of-month>(ordinal) <named-month>",
-5.072043922224899),
("minutemonth", -4.666578814116735),
("absorption of , after named day<named-month> <day-of-month> (ordinal)",
-5.072043922224899),
("intersect<time-of-day> - <time-of-day> (interval)",
-5.072043922224899),
("named-monthyear", -4.378896741664954),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-4.378896741664954),
("absorption of , after named daynamed-month",
-3.9734316335567894),
("intersect by \",\"<time-of-day> - <time-of-day> (interval)",
-4.155753190350744),
("named-dayafter <time-of-day>", -4.155753190350744),
("named-dayintersect", -4.378896741664954),
("dayminute", -3.0571409016826343),
("<time> <part-of-day>intersect", -4.666578814116735),
("intersectyear", -4.155753190350744),
("after <time-of-day>by <time>", -4.378896741664954),
("minuteday", -3.0571409016826343),
("absorption of , after named dayintersect",
-5.072043922224899),
("named-daybetween <time-of-day> and <time-of-day> (interval)",
-4.666578814116735),
("named-monthnumeral to|till|before <integer> (hour-of-day)",
-5.072043922224899),
("<time> <part-of-day>intersect by \",\"", -5.072043922224899),
("named-day<time> <part-of-day>", -4.666578814116735),
("named-daybetween <datetime> and <datetime> (interval)",
-4.666578814116735),
("intersect by \",\"at <time-of-day>", -4.155753190350744),
("absorption of , after named dayintersect by \",\"",
-5.072043922224899),
("yearat <time-of-day>", -5.072043922224899),
("named-month<day-of-month> (non ordinal) <named-month>",
-4.666578814116735),
("<named-month> <day-of-month> (non ordinal)named-month",
-4.666578814116735),
("u <named-day>named-month", -5.072043922224899),
("<named-day> <day-of-month> (ordinal)named-month",
-5.072043922224899),
("after <time-of-day>u <named-day>", -4.666578814116735),
("named-monthintersect", -5.072043922224899),
("hh:mmby <time>", -4.378896741664954),
("u <named-month>year", -3.9734316335567894),
("minutesecond", -3.462606009790799),
("yearminute", -4.666578814116735)],
n = 106}}),
("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}}),
("<ordinal> <cycle> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("daymonth", -1.7047480922384253),
("ordinals (first..19th)week (grain)named-month",
-1.7047480922384253),
("ordinals (first..19th)day (grain)named-month",
-1.7047480922384253),
("ordinals (first..19th)week (grain)intersect",
-1.7047480922384253),
("weekmonth", -1.2992829841302609)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("season",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("year (grain)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.639057329615259,
likelihoods = HashMap.fromList [("", 0.0)], n = 12},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("from <datetime> - <datetime> (interval)",
Classifier{okData =
ClassData{prior = -1.0986122886681098,
unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("minuteminute", -1.252762968495368),
("hh:mmhh:mm", -1.252762968495368)],
n = 1},
koData =
ClassData{prior = -0.40546510810816444,
unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -1.5040773967762742),
("minuteminute", -1.5040773967762742),
("minutehour", -1.5040773967762742),
("hh:mmintersect", -1.5040773967762742)],
n = 2}}),
("day before yesterday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("next <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.1354942159291497,
likelihoods =
HashMap.fromList
[("week", -1.7047480922384253),
("month (grain)", -1.9924301646902063),
("year (grain)", -2.3978952727983707),
("week (grain)", -1.7047480922384253),
("quarter", -2.3978952727983707), ("year", -2.3978952727983707),
("month", -1.9924301646902063),
("quarter (grain)", -2.3978952727983707)],
n = 7},
koData =
ClassData{prior = -infinity, unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [], n = 0}}),
("number.number hours",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("from <time-of-day> - <time-of-day> (interval)",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("minuteminute", -1.0986122886681098),
("hh:mmhh:mm", -1.0986122886681098)],
n = 1},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -1.0986122886681098),
("minutehour", -1.0986122886681098)],
n = 1}}),
("integer 21..99",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods =
HashMap.fromList [("integer (numeric)integer (numeric)", 0.0)],
n = 1}}),
("yyyy-mm-dd",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 2}}),
("prije <duration>",
Classifier{okData =
ClassData{prior = -0.13353139262452263,
unseen = -3.044522437723423,
likelihoods =
HashMap.fromList
[("week", -1.6094379124341003), ("day", -1.8971199848858813),
("year", -2.3025850929940455),
("<integer> <unit-of-duration>", -0.916290731874155),
("month", -2.3025850929940455)],
n = 7},
koData =
ClassData{prior = -2.0794415416798357,
unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("<integer> <unit-of-duration>", -1.3862943611198906),
("hour", -1.3862943611198906)],
n = 1}}),
("evening|night",
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}}),
("dd/mm/yyyy",
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}}),
("yesterday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<ordinal> quarter <year>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("quarteryear", -0.8472978603872037),
("ordinals (first..19th)quarter (grain)year",
-1.252762968495368),
("ordinal (digits)quarter (grain)year", -1.252762968495368)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("after lunch",
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 = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("numeral to|till|before <integer> (hour-of-day)",
Classifier{okData =
ClassData{prior = -1.791759469228055, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("integer (0..19)noon", -0.916290731874155),
("hour", -0.916290731874155)],
n = 1},
koData =
ClassData{prior = -0.1823215567939546, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("hour", -0.7731898882334817),
("integer (numeric)time-of-day (latent)", -0.7731898882334817)],
n = 5}}),
("quarter to|till|before <integer> (hour-of-day)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("noon", -0.6931471805599453), ("hour", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("a pair",
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 = -0.5596157879354228,
unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("daymonth", -0.7884573603642702),
("ordinals (first..19th)named-dayintersect",
-1.0116009116784799),
("ordinals (first..19th)named-daynamed-month",
-1.7047480922384253)],
n = 4},
koData =
ClassData{prior = -0.8472978603872037,
unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("daymonth", -0.8109302162163288),
("ordinals (first..19th)named-daynamed-month",
-0.8109302162163288)],
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 = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 1}}),
("named-month",
Classifier{okData =
ClassData{prior = -0.25593337413720063,
unseen = -3.912023005428146,
likelihoods = HashMap.fromList [("", 0.0)], n = 48},
koData =
ClassData{prior = -1.488077055429833, unseen = -2.772588722239781,
likelihoods = HashMap.fromList [("", 0.0)], n = 14}}),
("week (grain)",
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}}),
("valentine's day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("last <day-of-week> <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("named-daynamed-month", -1.6739764335716716),
("daymonth", -0.8266785731844679),
("named-dayu <named-month>", -1.6739764335716716),
("named-dayintersect", -1.6739764335716716)],
n = 6},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("now",
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}}),
("this <part-of-day>",
Classifier{okData =
ClassData{prior = -0.2231435513142097, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("evening|night", -1.8718021769015913),
("afternoon", -1.466337068793427),
("hour", -0.9555114450274363),
("morning", -1.8718021769015913)],
n = 4},
koData =
ClassData{prior = -1.6094379124341003,
unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("hour", -1.252762968495368),
("late night", -1.252762968495368)],
n = 1}}),
("<day-of-month>(ordinal) <named-month>",
Classifier{okData =
ClassData{prior = -4.652001563489282e-2,
unseen = -3.828641396489095,
likelihoods =
HashMap.fromList
[("ordinal (digits)named-month", -0.916290731874155),
("month", -0.7156200364120039),
("ordinals (first..19th)named-month", -2.1972245773362196)],
n = 21},
koData =
ClassData{prior = -3.0910424533583156, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("ordinal (digits)named-month", -0.916290731874155),
("month", -0.916290731874155)],
n = 1}}),
("numbers i",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods =
HashMap.fromList [("integer (20..90)integer (0..19)", 0.0)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("numbers prefix with -, negative or minus",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -2.5649493574615367,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 11}}),
("new year's eve",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("tomorrow",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Mother's Day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<time> after next",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("named-month", -1.3862943611198906),
("day", -1.3862943611198906),
("named-day", -1.3862943611198906),
("month", -1.3862943611198906)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("by <time>",
Classifier{okData =
ClassData{prior = -2.5649493574615367,
unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("hour", -1.5040773967762742),
("midnight|EOD|end of day", -1.5040773967762742)],
n = 1},
koData =
ClassData{prior = -8.004270767353637e-2,
unseen = -3.4657359027997265,
likelihoods =
HashMap.fromList
[("intersect", -2.740840023925201),
("time-of-day (latent)", -1.488077055429833),
("hh:mm", -2.0476928433652555), ("noon", -2.3353749158170367),
("hour", -1.2367626271489267), ("minute", -1.824549292051046)],
n = 12}}),
("half an hour",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("afternoon",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.1780538303479458,
likelihoods = HashMap.fromList [("", 0.0)], n = 22},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<duration> from now",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("year", -1.252762968495368),
("<integer> <unit-of-duration>", -0.8472978603872037),
("minute", -1.252762968495368)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("this <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.295836866004329,
likelihoods =
HashMap.fromList
[("week", -1.8718021769015913),
("month (grain)", -2.5649493574615367),
("year (grain)", -2.5649493574615367),
("week (grain)", -1.8718021769015913),
("day", -2.5649493574615367), ("quarter", -2.159484249353372),
("year", -2.5649493574615367), ("month", -2.5649493574615367),
("quarter (grain)", -2.159484249353372),
("day (grain)", -2.5649493574615367)],
n = 8},
koData =
ClassData{prior = -infinity, unseen = -2.3978952727983707,
likelihoods = HashMap.fromList [], n = 0}}),
("minute (grain)",
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}}),
("<hour-of-day> half",
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}}),
("about <time-of-day>",
Classifier{okData =
ClassData{prior = -0.5596157879354228,
unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("at <time-of-day>", -1.7047480922384253),
("time-of-day (latent)", -1.0116009116784799),
("hour", -0.7884573603642702)],
n = 4},
koData =
ClassData{prior = -0.8472978603872037,
unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -0.8109302162163288),
("hour", -0.8109302162163288)],
n = 3}}),
("time-of-day (latent)",
Classifier{okData =
ClassData{prior = -0.9444616088408514, unseen = -3.713572066704308,
likelihoods =
HashMap.fromList
[("integer (numeric)", -0.2231435513142097),
("integer (0..19)", -2.0794415416798357)],
n = 35},
koData =
ClassData{prior = -0.49247648509779407,
unseen = -4.110873864173311,
likelihoods =
HashMap.fromList
[("integer (numeric)", -0.4307829160924542),
("integer (20..90)", -2.995732273553991),
("few", -3.4011973816621555),
("integer (0..19)", -1.455287232606842),
("a pair", -3.4011973816621555)],
n = 55}}),
("for <duration>",
Classifier{okData =
ClassData{prior = -0.11441035117774422,
unseen = -4.3694478524670215,
likelihoods =
HashMap.fromList
[("week", -2.9704144655697013),
("three-quarters of an hour", -2.7472709142554916),
("number.number hours", -3.6635616461296463),
("second", -3.6635616461296463), ("day", -2.5649493574615367),
("half an hour", -2.5649493574615367),
("year", -3.6635616461296463),
("<integer> <unit-of-duration>", -1.221214610760442),
("hour", -2.4107986776342782), ("month", -3.6635616461296463),
("minute", -1.5234954826333758),
("about <duration>", -3.6635616461296463)],
n = 33},
koData =
ClassData{prior = -2.2246235515243336, unseen = -3.044522437723423,
likelihoods =
HashMap.fromList
[("<integer> <unit-of-duration>", -1.3862943611198906),
("hour", -1.3862943611198906)],
n = 4}}),
("year",
Classifier{okData =
ClassData{prior = -0.2006706954621511, unseen = -2.995732273553991,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 18},
koData =
ClassData{prior = -1.7047480922384253, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 4}}),
("<integer> <unit-of-duration>",
Classifier{okData =
ClassData{prior = -0.9808292530117262,
unseen = -4.5217885770490405,
likelihoods =
HashMap.fromList
[("week", -2.5649493574615367),
("integer (0..19)year (grain)", -3.1245651453969594),
("integer (numeric)day (grain)", -2.431417964837014),
("integer (0..19)hour (grain)", -3.817712325956905),
("second", -3.817712325956905),
("a pairhour (grain)", -3.817712325956905),
("integer (numeric)year (grain)", -3.817712325956905),
("day", -2.3136349291806306), ("year", -2.9014215940827497),
("integer (numeric)week (grain)", -3.817712325956905),
("integer (0..19)month (grain)", -3.41224721784874),
("integer (0..19)second (grain)", -3.817712325956905),
("hour", -2.5649493574615367), ("month", -3.41224721784874),
("integer (numeric)minute (grain)", -2.7191000372887952),
("integer (0..19)minute (grain)", -3.817712325956905),
("fewhour (grain)", -3.817712325956905),
("minute", -2.5649493574615367),
("integer (numeric)hour (grain)", -3.1245651453969594),
("integer (0..19)day (grain)", -3.817712325956905),
("integer (0..19)week (grain)", -2.7191000372887952)],
n = 33},
koData =
ClassData{prior = -0.4700036292457356, unseen = -4.912654885736052,
likelihoods =
HashMap.fromList
[("week", -2.959364629383116),
("integer (0..19)year (grain)", -3.8066624897703196),
("integer (numeric)day (grain)", -3.518980417318539),
("fewday (grain)", -4.212127597878484),
("integer (0..19)hour (grain)", -2.959364629383116),
("second", -3.295836866004329),
("numbers ihour (grain)", -3.8066624897703196),
("integer (numeric)second (grain)", -3.8066624897703196),
("integer (numeric)year (grain)", -3.8066624897703196),
("day", -2.959364629383116), ("year", -3.295836866004329),
("integer (numeric)week (grain)", -3.295836866004329),
("integer (0..19)month (grain)", -3.8066624897703196),
("integer (0..19)second (grain)", -3.8066624897703196),
("hour", -1.5730702682632256), ("month", -3.295836866004329),
("integer (numeric)minute (grain)", -3.8066624897703196),
("integer (0..19)minute (grain)", -3.8066624897703196),
("integer (numeric)month (grain)", -3.8066624897703196),
("minute", -3.295836866004329),
("integer (numeric)hour (grain)", -1.9095425048844386),
("integer (0..19)day (grain)", -3.8066624897703196),
("integer (0..19)week (grain)", -3.8066624897703196)],
n = 55}}),
("ordinals (first..19th)",
Classifier{okData =
ClassData{prior = -6.899287148695143e-2,
unseen = -2.772588722239781,
likelihoods = HashMap.fromList [("", 0.0)], n = 14},
koData =
ClassData{prior = -2.70805020110221, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("<duration> after <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.772588722239781,
likelihoods =
HashMap.fromList
[("quarter of an hourtime-of-day (latent)", -2.0149030205422647),
("minutehour", -1.6094379124341003),
("<integer> <unit-of-duration>christmas", -2.0149030205422647),
("quarter of an hour<time> <part-of-day>", -2.0149030205422647),
("yearday", -2.0149030205422647),
("minutesecond", -2.0149030205422647),
("<integer> <unit-of-duration>now", -2.0149030205422647)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [], n = 0}}),
("intersect by \",\"",
Classifier{okData =
ClassData{prior = -0.35667494393873245,
unseen = -4.820281565605037,
likelihoods =
HashMap.fromList
[("u <named-day><day-of-month>(ordinal) <named-month>",
-4.119037174812472),
("<named-month> <day-of-month> (ordinal)intersect",
-4.119037174812472),
("u <named-day><named-month> <day-of-month> (ordinal)",
-4.119037174812472),
("intersecthh:mm", -4.119037174812472),
("intersect by \",\"year", -3.713572066704308),
("dayday", -2.0395956331326364),
("intersect by \",\"hh:mm", -3.202746442938317),
("intersect by \",\"intersect by \",\"", -4.119037174812472),
("named-dayintersect by \",\"", -3.0204248861443626),
("intersect<named-month> <day-of-month> (non ordinal)",
-4.119037174812472),
("named-day<named-month> <day-of-month> (ordinal)",
-3.4258899942525267),
("dayyear", -2.7327428136925813),
("<named-month> <day-of-month> (ordinal)intersect by \",\"",
-4.119037174812472),
("<day-of-month>(ordinal) <named-month>year",
-4.119037174812472),
("named-day<named-month> <day-of-month> (non ordinal)",
-4.119037174812472),
("intersect<day-of-month>(ordinal) <named-month>",
-3.713572066704308),
("intersect<named-month> <day-of-month> (ordinal)",
-4.119037174812472),
("intersect by \",\"intersect", -4.119037174812472),
("named-dayintersect", -4.119037174812472),
("intersectintersect by \",\"", -4.119037174812472),
("dayminute", -2.0395956331326364),
("intersectyear", -3.713572066704308),
("minuteday", -3.202746442938317),
("yearhh:mm", -4.119037174812472),
("intersectintersect", -4.119037174812472),
("named-day<day-of-month>(ordinal) <named-month>",
-2.866274206317104),
("u <named-day><named-month> <day-of-month> (non ordinal)",
-4.119037174812472),
("<named-month> <day-of-month> (ordinal)year",
-3.713572066704308),
("yearminute", -4.119037174812472)],
n = 42},
koData =
ClassData{prior = -1.2039728043259361, unseen = -4.330733340286331,
likelihoods =
HashMap.fromList
[("named-daynamed-month", -2.70805020110221),
("hourday", -3.624340932976365),
("<named-month> <day-of-month> (ordinal)intersect",
-3.624340932976365),
("dayhour", -2.5257286443082556),
("daymonth", -2.5257286443082556),
("monthyear", -3.624340932976365),
("dayday", -2.5257286443082556),
("named-dayintersect by \",\"", -3.624340932976365),
("named-day<named-month> <day-of-month> (ordinal)",
-3.624340932976365),
("intersectnamed-month", -3.624340932976365),
("minutemonth", -3.624340932976365),
("at <time-of-day><day-of-month>(ordinal) <named-month>",
-3.624340932976365),
("named-monthyear", -3.624340932976365),
("named-day<named-month> <day-of-month> (non ordinal)",
-2.9311937524164198),
("intersect by \",\"intersect", -3.624340932976365),
("named-dayintersect", -3.624340932976365),
("intersectintersect", -3.624340932976365),
("named-day<day-of-month>(ordinal) <named-month>",
-3.624340932976365),
("u <named-day>named-month", -3.624340932976365)],
n = 18}}),
("hh:mm",
Classifier{okData =
ClassData{prior = -2.7398974188114388e-2,
unseen = -3.6375861597263857,
likelihoods = HashMap.fromList [("", 0.0)], n = 36},
koData =
ClassData{prior = -3.6109179126442243,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("named-day",
Classifier{okData =
ClassData{prior = -1.4815085785140587e-2,
unseen = -4.23410650459726,
likelihoods = HashMap.fromList [("", 0.0)], n = 67},
koData =
ClassData{prior = -4.219507705176107, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("quarter of an hour",
Classifier{okData =
ClassData{prior = -0.3364722366212129,
unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5},
koData =
ClassData{prior = -1.252762968495368, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),
("second (grain)",
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}}),
("u <named-day>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.5263605246161616,
likelihoods =
HashMap.fromList
[("absorption of , after named day", -2.3978952727983707),
("day", -0.723918839226699),
("named-day", -0.8574502318512216)],
n = 15},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("<named-day> <day-of-month> (ordinal)",
Classifier{okData =
ClassData{prior = -0.10536051565782628,
unseen = -3.1354942159291497,
likelihoods =
HashMap.fromList
[("absorption of , after named dayordinal (digits)",
-1.0116009116784799),
("named-dayordinal (digits)", -2.3978952727983707),
("day", -0.7884573603642702),
("u <named-day>ordinal (digits)", -2.3978952727983707)],
n = 9},
koData =
ClassData{prior = -2.3025850929940455,
unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("absorption of , after named dayordinal (digits)",
-1.0986122886681098),
("day", -1.0986122886681098)],
n = 1}}),
("last <time>",
Classifier{okData =
ClassData{prior = -1.7047480922384253, unseen = -2.772588722239781,
likelihoods =
HashMap.fromList
[("evening|night", -2.0149030205422647),
("day", -1.6094379124341003),
("named-day", -1.6094379124341003),
("hour", -1.6094379124341003),
("week-end", -2.0149030205422647)],
n = 4},
koData =
ClassData{prior = -0.2006706954621511, unseen = -3.784189633918261,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clock", -3.068052935133617),
("time-of-day (latent)", -0.8708283577973976),
("hour", -0.8167611365271219)],
n = 18}}),
("since <time-of-day>",
Classifier{okData =
ClassData{prior = -2.772588722239781, unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("hh:mm", -1.7047480922384253),
("minute", -1.7047480922384253)],
n = 1},
koData =
ClassData{prior = -6.453852113757118e-2,
unseen = -3.6888794541139363,
likelihoods =
HashMap.fromList
[("<time> <part-of-day>", -2.9704144655697013),
("intersect", -1.8718021769015913),
("second", -2.0541237336955462),
("numeral to|till|before <integer> (hour-of-day)",
-2.9704144655697013),
("now", -2.9704144655697013), ("hh:mm", -2.277267285009756),
("<datetime> - <datetime> (interval)", -2.5649493574615367),
("<time-of-day> - <time-of-day> (interval)",
-2.5649493574615367),
("minute", -1.1786549963416462)],
n = 15}}),
("noon",
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}}),
("until <time-of-day>",
Classifier{okData =
ClassData{prior = -1.2039728043259361, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clock", -1.8718021769015913),
("time-of-day (latent)", -1.466337068793427),
("hour", -1.1786549963416462)],
n = 3},
koData =
ClassData{prior = -0.35667494393873245,
unseen = -3.0910424533583156,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -2.3513752571634776),
("hh:mm", -1.6582280766035324), ("noon", -1.9459101490553135),
("hour", -1.4350845252893227),
("midnight|EOD|end of day", -2.3513752571634776),
("minute", -1.6582280766035324)],
n = 7}}),
("<integer> and an half hours",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("integer (0..19)", 0.0)],
n = 1}}),
("after <duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("day", -0.6931471805599453),
("<integer> <unit-of-duration>", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("late night",
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}}),
("midnight|EOD|end of 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}}),
("next <time>",
Classifier{okData =
ClassData{prior = -0.25131442828090605,
unseen = -3.044522437723423,
likelihoods =
HashMap.fromList
[("named-month", -2.3025850929940455),
("day", -1.0498221244986778),
("named-day", -1.0498221244986778),
("month", -2.3025850929940455)],
n = 7},
koData =
ClassData{prior = -1.5040773967762742,
unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clock", -1.2039728043259361),
("hour", -1.2039728043259361)],
n = 2}}),
("last <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.044522437723423,
likelihoods =
HashMap.fromList
[("week", -1.3862943611198906),
("month (grain)", -2.3025850929940455),
("year (grain)", -1.8971199848858813),
("week (grain)", -1.3862943611198906),
("year", -1.8971199848858813), ("month", -2.3025850929940455)],
n = 7},
koData =
ClassData{prior = -infinity, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0}}),
("christmas",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("new year's 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}}),
("next n <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -4.007333185232471,
likelihoods =
HashMap.fromList
[("week", -2.6026896854443837),
("integer (0..19)year (grain)", -3.295836866004329),
("integer (numeric)day (grain)", -3.295836866004329),
("fewday (grain)", -3.295836866004329),
("integer (0..19)hour (grain)", -3.295836866004329),
("second", -2.890371757896165),
("integer (numeric)second (grain)", -3.295836866004329),
("integer (numeric)year (grain)", -3.295836866004329),
("day", -2.6026896854443837), ("year", -2.890371757896165),
("integer (numeric)week (grain)", -2.890371757896165),
("integer (0..19)month (grain)", -3.295836866004329),
("integer (0..19)second (grain)", -3.295836866004329),
("hour", -2.890371757896165), ("month", -2.890371757896165),
("integer (numeric)minute (grain)", -3.295836866004329),
("integer (0..19)minute (grain)", -3.295836866004329),
("integer (numeric)month (grain)", -3.295836866004329),
("minute", -2.890371757896165),
("integer (numeric)hour (grain)", -3.295836866004329),
("integer (0..19)day (grain)", -3.295836866004329),
("integer (0..19)week (grain)", -3.295836866004329)],
n = 16},
koData =
ClassData{prior = -infinity, unseen = -3.1354942159291497,
likelihoods = HashMap.fromList [], n = 0}}),
("halloween day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("by the end of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("today", -2.0794415416798357),
("next <cycle>", -2.0794415416798357),
("day", -1.3862943611198906),
("this <cycle>", -1.6739764335716716),
("month", -1.6739764335716716),
("this <time>", -2.0794415416798357)],
n = 5},
koData =
ClassData{prior = -infinity, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0}}),
("in <duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -4.343805421853684,
likelihoods =
HashMap.fromList
[("week", -2.9444389791664407),
("three-quarters of an hour", -2.7212954278522306),
("number.number hours", -3.6375861597263857),
("second", -3.6375861597263857), ("day", -2.538973871058276),
("half an hour", -2.538973871058276),
("year", -3.6375861597263857),
("<integer> <unit-of-duration>", -1.2396908869280152),
("hour", -2.384823191231018), ("month", -3.6375861597263857),
("minute", -1.55814461804655),
("about <duration>", -3.6375861597263857)],
n = 32},
koData =
ClassData{prior = -infinity, unseen = -2.5649493574615367,
likelihoods = HashMap.fromList [], n = 0}}),
("<datetime> - <datetime> (interval)",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -3.4011973816621555,
likelihoods =
HashMap.fromList
[("since <time-of-day>hh:mm", -2.6741486494265287),
("minuteminute", -1.4213856809311607),
("hh:mmhh:mm", -1.7578579175523736),
("dayday", -2.268683541318364),
("<named-month> <day-of-month> (non ordinal)<named-month> <day-of-month> (non ordinal)",
-2.268683541318364),
("after <time-of-day>hh:mm", -2.6741486494265287)],
n = 8},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -3.4011973816621555,
likelihoods =
HashMap.fromList
[("daymonth", -2.268683541318364),
("minuteminute", -1.7578579175523736),
("after <time-of-day>intersect", -2.6741486494265287),
("year<hour-of-day> <integer> (as relative minutes)",
-2.268683541318364),
("hh:mmintersect", -2.268683541318364),
("since <time-of-day>intersect", -2.6741486494265287),
("<named-month> <day-of-month> (non ordinal)named-month",
-2.268683541318364),
("yearminute", -2.268683541318364)],
n = 8}}),
("<time-of-day> - <time-of-day> (interval)",
Classifier{okData =
ClassData{prior = -0.9808292530117262,
unseen = -3.1780538303479458,
likelihoods =
HashMap.fromList
[("since <time-of-day>hh:mm", -2.4423470353692043),
("minuteminute", -1.1895840668738362),
("hh:mmhh:mm", -1.5260563034950494),
("after <time-of-day>hh:mm", -2.4423470353692043)],
n = 6},
koData =
ClassData{prior = -0.4700036292457356,
unseen = -3.4657359027997265,
likelihoods =
HashMap.fromList
[("since <time-of-day>time-of-day (latent)", -2.740840023925201),
("hh:mmtime-of-day (latent)", -1.824549292051046),
("hourhour", -2.740840023925201),
("minutehour", -1.1314021114911006),
("numeral to|till|before <integer> (hour-of-day)time-of-day (latent)",
-2.0476928433652555),
("at <time-of-day>time-of-day (latent)", -2.740840023925201),
("after <time-of-day>time-of-day (latent)",
-2.740840023925201)],
n = 10}}),
("quarter after|past (hour-of-day)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("last n <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -4.110873864173311,
likelihoods =
HashMap.fromList
[("week", -2.70805020110221),
("integer (0..19)year (grain)", -3.4011973816621555),
("integer (numeric)day (grain)", -2.995732273553991),
("integer (0..19)hour (grain)", -3.4011973816621555),
("second", -2.995732273553991),
("numbers ihour (grain)", -2.995732273553991),
("integer (numeric)second (grain)", -3.4011973816621555),
("integer (numeric)year (grain)", -3.4011973816621555),
("day", -2.70805020110221), ("year", -2.995732273553991),
("integer (numeric)week (grain)", -2.995732273553991),
("integer (0..19)month (grain)", -3.4011973816621555),
("integer (0..19)second (grain)", -3.4011973816621555),
("hour", -2.3025850929940455), ("month", -2.995732273553991),
("integer (numeric)minute (grain)", -3.4011973816621555),
("integer (0..19)minute (grain)", -3.4011973816621555),
("integer (numeric)month (grain)", -3.4011973816621555),
("minute", -2.995732273553991),
("integer (numeric)hour (grain)", -2.995732273553991),
("integer (0..19)day (grain)", -3.4011973816621555),
("integer (0..19)week (grain)", -3.4011973816621555)],
n = 19},
koData =
ClassData{prior = -infinity, unseen = -3.1354942159291497,
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..19th)named-dayintersect",
-0.916290731874155)],
n = 1},
koData =
ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("dayday", -0.916290731874155),
("ordinals (first..19th)named-daychristmas",
-0.916290731874155)],
n = 1}}),
("<named-month> <day-of-month> (non ordinal)",
Classifier{okData =
ClassData{prior = -0.6061358035703156, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("named-monthinteger (numeric)", -0.6931471805599453),
("month", -0.6931471805599453)],
n = 6},
koData =
ClassData{prior = -0.7884573603642702,
unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("named-monthinteger (numeric)", -0.6931471805599453),
("month", -0.6931471805599453)],
n = 5}}),
("numeral after|past (hour-of-day)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("hour", -0.6931471805599453),
("integer (20..90)time-of-day (latent)", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("<day-of-month> (non ordinal) <named-month>",
Classifier{okData =
ClassData{prior = -1.0986122886681098,
unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("integer (numeric)named-month", -0.6931471805599453),
("month", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -0.40546510810816444,
unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("integer (numeric)named-month", -0.6931471805599453),
("month", -0.6931471805599453)],
n = 2}}),
("this|next <day-of-week>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.044522437723423,
likelihoods =
HashMap.fromList
[("day", -0.6931471805599453),
("named-day", -0.6931471805599453)],
n = 9},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("ordinal (digits)",
Classifier{okData =
ClassData{prior = -3.7740327982847086e-2,
unseen = -3.332204510175204,
likelihoods = HashMap.fromList [("", 0.0)], n = 26},
koData =
ClassData{prior = -3.295836866004329, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("quarter (grain)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3978952727983707,
likelihoods = HashMap.fromList [("", 0.0)], n = 9},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("last <cycle> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("daymonth", -1.540445040947149),
("week (grain)named-month", -1.9459101490553135),
("day (grain)intersect", -1.9459101490553135),
("weekmonth", -1.540445040947149),
("day (grain)named-month", -1.9459101490553135),
("week (grain)intersect", -1.9459101490553135)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0}}),
("<day-of-month>(ordinal) <named-month> year",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("ordinal (digits)named-month", -1.0986122886681098),
("month", -0.8109302162163288),
("ordinals (first..19th)named-month", -1.5040773967762742)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("morning",
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}}),
("half <integer> (HR style 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}}),
("week-end",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("after <time-of-day>",
Classifier{okData =
ClassData{prior = -2.890371757896165, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("hh:mm", -1.9459101490553135),
("minute", -1.9459101490553135)],
n = 1},
koData =
ClassData{prior = -5.715841383994864e-2,
unseen = -3.8501476017100584,
likelihoods =
HashMap.fromList
[("<time> <part-of-day>", -3.1354942159291497),
("<time-of-day> o'clock", -3.1354942159291497),
("intersect", -2.03688192726104),
("second", -2.2192034840549946),
("numeral to|till|before <integer> (hour-of-day)",
-3.1354942159291497),
("now", -3.1354942159291497),
("time-of-day (latent)", -3.1354942159291497),
("hh:mm", -2.4423470353692043), ("hour", -2.7300291078209855),
("<datetime> - <datetime> (interval)", -2.7300291078209855),
("<time-of-day> - <time-of-day> (interval)",
-2.7300291078209855),
("minute", -1.3437347467010947)],
n = 17}}),
("day (grain)",
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}}),
("dd.mm",
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}}),
("day after tomorrow",
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}}),
("<month> dd-dd (interval)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("named-month", -0.6931471805599453),
("month", -0.6931471805599453)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("about <duration>",
Classifier{okData =
ClassData{prior = -0.5108256237659907, unseen = -2.772588722239781,
likelihoods =
HashMap.fromList
[("half an hour", -1.6094379124341003),
("quarter of an hour", -1.0986122886681098),
("minute", -0.7621400520468967)],
n = 6},
koData =
ClassData{prior = -0.916290731874155, unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("quarter of an hour", -0.7884573603642702),
("minute", -0.7884573603642702)],
n = 4}}),
("u <named-month>",
Classifier{okData =
ClassData{prior = -0.7884573603642702,
unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("named-month", -0.6931471805599453),
("month", -0.6931471805599453)],
n = 5},
koData =
ClassData{prior = -0.6061358035703156, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("named-month", -0.6931471805599453),
("month", -0.6931471805599453)],
n = 6}}),
("<hour-of-day> <integer> (as relative minutes)",
Classifier{okData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("time-of-day (latent)integer (numeric)", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 4}}),
("this <time>",
Classifier{okData =
ClassData{prior = -0.1670540846631662,
unseen = -3.4965075614664802,
likelihoods =
HashMap.fromList
[("today", -2.772588722239781), ("season", -2.0794415416798357),
("evening|night", -2.772588722239781),
("day", -1.5198257537444133), ("afternoon", -2.772588722239781),
("named-day", -2.367123614131617),
("hour", -1.6739764335716716), ("morning", -2.772588722239781),
("week-end", -2.367123614131617)],
n = 11},
koData =
ClassData{prior = -1.8718021769015913, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("day", -1.9459101490553135),
("named-day", -1.9459101490553135),
("hour", -1.9459101490553135),
("late night", -1.9459101490553135)],
n = 2}}),
("<named-month> <day-of-month> (ordinal)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("month", -0.6931471805599453),
("named-monthordinal (digits)", -0.6931471805599453)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}})]
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