module Duckling.Ranking.Classifiers.HR_XX (classifiers) where
import Data.String
import Prelude
import qualified Data.HashMap.Strict as HashMap
import Duckling.Ranking.Types
classifiers :: Classifiers
classifiers
= HashMap.fromList
[("<time> timezone",
Classifier{okData =
ClassData{prior = 0.0, unseen = 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}}),
("Thursday",
Classifier{okData =
ClassData{prior = 7.410797215372185e-2,
unseen = 2.70805020110221,
likelihoods = HashMap.fromList [("", 0.0)], n = 13},
koData =
ClassData{prior = 2.639057329615259, unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("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),
("Mondayearly morning", 3.82319179172153),
("<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),
("todayevening|night", 4.516338972281476),
("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),
("Mondaymorning", 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),
("Februarylate night", 3.8607297110405954),
("dayhour", 3.455264602932431),
("yearhour", 3.455264602932431),
("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),
("Februarymorning", 3.8607297110405954),
("by <time>morning", 3.8607297110405954),
("numeral to|till|before <integer> (hour-of-day)morning",
3.8607297110405954),
("secondhour", 3.455264602932431),
("Mondaylate night", 3.8607297110405954),
("time-of-day (latent)afternoon", 2.6079667425452278),
("intersectmorning", 3.455264602932431),
("<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 = 3.5263605246161616,
likelihoods =
HashMap.fromList
[("Wednesday", 2.803360380906535),
("Saturday", 2.803360380906535),
("Monday", 1.8870696490323797),
("Friday", 2.1102132003465894), ("day", 0.8574502318512216),
("Sunday", 2.3978952727983707),
("u <named-day>", 2.3978952727983707)],
n = 13},
koData =
ClassData{prior = infinity, unseen = 2.0794415416798357,
likelihoods = HashMap.fromList [], n = 0}}),
("September",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("tonight",
Classifier{okData =
ClassData{prior = 0.3364722366212129,
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}}),
("October",
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}}),
("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}}),
("January",
Classifier{okData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = 1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),
("three-quarters of an hour",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Wednesday",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.3025850929940455,
likelihoods = HashMap.fromList [("", 0.0)], n = 8},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("July",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("hour (grain)",
Classifier{okData =
ClassData{prior = 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 = 0.5019253742957266,
unseen = 6.0844994130751715,
likelihoods =
HashMap.fromList
[("u <named-day><day-of-month>(ordinal) <named-month>",
5.389071729816501),
("hourday", 4.983606621708336),
("dd.mm<time-of-day> o'clock", 5.389071729816501),
("dayhour", 2.714923080389972),
("daymonth", 3.597312260588446),
("u <named-day><named-month> <day-of-month> (ordinal)",
5.389071729816501),
("monthyear", 3.6843236375780757),
("Wednesdayintersect", 5.389071729816501),
("christmasyear", 5.389071729816501),
("Wednesdaynext <cycle>", 5.389071729816501),
("u <named-day><time-of-day> o'clock", 5.389071729816501),
("<time> <part-of-day>u <named-day>", 4.00277736869661),
("intersectat <time-of-day>", 5.389071729816501),
("Saturday<time> <part-of-day>", 4.983606621708336),
("day before yesterdayat <time-of-day>", 4.695924549256556),
("Marchyear", 5.389071729816501),
("<named-day> <day-of-month> (ordinal)September",
4.983606621708336),
("Saturdayat <time-of-day>", 4.983606621708336),
("between <time-of-day> and <time-of-day> (interval)u <named-day>",
4.695924549256556),
("between <datetime> and <datetime> (interval)u <named-day>",
4.695924549256556),
("last <cycle>u <named-day>", 5.389071729816501),
("<time-of-day> o'clocktonight", 5.389071729816501),
("from <datetime> - <datetime> (interval)u <named-day>",
5.389071729816501),
("today<time> <part-of-day>", 4.983606621708336),
("todayat <time-of-day>", 5.389071729816501),
("Thursday<time> timezone", 5.389071729816501),
("from <time-of-day> - <time-of-day> (interval)u <named-day>",
5.389071729816501),
("next <cycle>u <named-day>", 5.389071729816501),
("dayday", 3.1377799312100056),
("hourhour", 5.389071729816501),
("intersect<named-month> <day-of-month> (non ordinal)",
4.983606621708336),
("Thursdaybetween <time-of-day> and <time-of-day> (interval)",
4.695924549256556),
("dayyear", 3.884994333040227),
("Thursdaybetween <datetime> and <datetime> (interval)",
4.695924549256556),
("<time-of-day> o'clocktomorrow", 5.389071729816501),
("Thursday<time> <part-of-day>", 4.983606621708336),
("<time-of-day> - <time-of-day> (interval)u <named-day>",
4.472780997942346),
("<day-of-month>(ordinal) <named-month>year",
4.983606621708336),
("<datetime> - <datetime> (interval)u <named-day>",
4.472780997942346),
("absorption of , after named day<day-of-month>(ordinal) <named-month>",
4.00277736869661),
("day after tomorrow<time> <part-of-day>", 5.389071729816501),
("Thursdayhh:mm", 5.389071729816501),
("minutemonth", 4.472780997942346),
("day after tomorrowat <time-of-day>", 4.983606621708336),
("absorption of , after named day<named-month> <day-of-month> (ordinal)",
4.472780997942346),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
4.983606621708336),
("<named-day> <day-of-month> (ordinal)February",
4.136308761321133),
("this <cycle>u <named-day>", 4.983606621708336),
("last <day-of-week> <time>year", 4.983606621708336),
("dd.mmat <time-of-day>", 4.983606621708336),
("intersect<day-of-month>(ordinal) <named-month>",
4.472780997942346),
("intersect<named-month> <day-of-month> (ordinal)",
4.983606621708336),
("Saturday<time-of-day> o'clock", 5.389071729816501),
("day before yesterday<time-of-day> o'clock",
5.389071729816501),
("<time> <part-of-day><named-day> <day-of-month> (ordinal)",
4.472780997942346),
("dayminute", 3.3096301881366648),
("u <named-day>at <time-of-day>", 4.983606621708336),
("<time> <part-of-day>intersect", 3.5172695529149096),
("u <named-day><time> <part-of-day>", 4.983606621708336),
("Tuesdayu <named-month>", 5.389071729816501),
("intersectyear", 5.389071729816501),
("intersectSeptember", 4.472780997942346),
("<ordinal> <cycle> of <time>year", 5.389071729816501),
("minuteday", 2.093234863812172),
("absorption of , after named dayintersect",
5.389071729816501),
("<time> <part-of-day>intersect by \",\"", 4.472780997942346),
("Octoberyear", 4.290459441148391),
("intersect by \",\"at <time-of-day>", 4.472780997942346),
("absorption of , after named dayintersect by \",\"",
4.290459441148391),
("yearat <time-of-day>", 5.389071729816501),
("Septemberyear", 4.983606621708336),
("<time> <part-of-day>absorption of , after named day",
4.695924549256556),
("todaytonight", 5.389071729816501),
("weekday", 4.472780997942346),
("dayweek", 5.389071729816501),
("weekyear", 4.983606621708336),
("Wednesdayu <named-month>", 5.389071729816501),
("u <named-day><named-month> <day-of-month> (non ordinal)",
5.389071729816501),
("u <named-month>year", 4.983606621708336),
("last <cycle> of <time>year", 4.983606621708336),
("<day-of-month> (non ordinal) <named-month>year",
5.389071729816501),
("yearminute", 5.389071729816501)],
n = 158},
koData =
ClassData{prior = 0.9297914190930576, unseen = 5.796057750765372,
likelihoods =
HashMap.fromList
[("since <time-of-day>by <time>", 4.406719247264253),
("year<time-of-day> - <time-of-day> (interval)",
5.099866427824199),
("hourday", 4.183575695950044),
("<named-month> <day-of-month> (non ordinal)July",
5.099866427824199),
("dayhour", 3.228064250922607),
("July<day-of-month> (non ordinal) <named-month>",
5.099866427824199),
("daymonth", 2.9598002643279275),
("monthday", 3.713572066704308),
("monthyear", 3.4904285153900982),
("yearhour", 4.694401319716034),
("Wednesdayintersect", 5.099866427824199),
("hh:mmu <named-day>", 4.001254139156089),
("last <time>today", 4.406719247264253),
("intersectat <time-of-day>", 5.099866427824199),
("Marchyear", 4.694401319716034),
("u <named-day>September", 5.099866427824199),
("<named-day> <day-of-month> (ordinal)September",
5.099866427824199),
("Thursdayafter <time-of-day>", 4.183575695950044),
("until <time-of-day>u <named-day>", 5.099866427824199),
("since <time-of-day>u <named-day>", 4.694401319716034),
("Sundayu <named-month>", 5.099866427824199),
("absorption of , after named dayJuly", 4.694401319716034),
("JanuaryWednesday", 5.099866427824199),
("Marchintersect", 5.099866427824199),
("dayday", 4.001254139156089),
("<time> <part-of-day>at <time-of-day>", 5.099866427824199),
("monthmonth", 4.183575695950044),
("hourhour", 5.099866427824199),
("<time> <part-of-day>Thursday", 5.099866427824199),
("Thursdaybetween <time-of-day> and <time-of-day> (interval)",
4.694401319716034),
("dayyear", 4.406719247264253),
("Thursdaybetween <datetime> and <datetime> (interval)",
4.694401319716034),
("Thursday<time> <part-of-day>", 4.694401319716034),
("<time-of-day> - <time-of-day> (interval)u <named-day>",
5.099866427824199),
("FebruaryWednesday", 5.099866427824199),
("monthminute", 5.099866427824199),
("absorption of , after named day<day-of-month>(ordinal) <named-month>",
5.099866427824199),
("minutemonth", 4.694401319716034),
("MarchTuesday", 4.694401319716034),
("absorption of , after named day<named-month> <day-of-month> (ordinal)",
5.099866427824199),
("intersect<time-of-day> - <time-of-day> (interval)",
5.099866427824199),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
4.406719247264253),
("intersect by \",\"<time-of-day> - <time-of-day> (interval)",
4.183575695950044),
("Aprilyear", 5.099866427824199),
("Julynumeral to|till|before <integer> (hour-of-day)",
5.099866427824199),
("Thursdaysince <time-of-day>", 4.183575695950044),
("<named-month> <day-of-month> (non ordinal)August",
5.099866427824199),
("August<day-of-month> (non ordinal) <named-month>",
5.099866427824199),
("dayminute", 3.0849634072819336),
("<time> <part-of-day>intersect", 4.694401319716034),
("Tuesdayu <named-month>", 5.099866427824199),
("intersectyear", 4.183575695950044),
("after <time-of-day>by <time>", 4.406719247264253),
("intersectSeptember", 4.694401319716034),
("minuteday", 3.0849634072819336),
("absorption of , after named dayintersect",
5.099866427824199),
("<time> <part-of-day>intersect by \",\"", 5.099866427824199),
("intersect by \",\"at <time-of-day>", 4.183575695950044),
("absorption of , after named dayintersect by \",\"",
5.099866427824199),
("yearat <time-of-day>", 5.099866427824199),
("absorption of , after named daySeptember",
4.694401319716034),
("MarchMarch", 4.406719247264253),
("after <time-of-day>u <named-day>", 4.694401319716034),
("Wednesdayu <named-month>", 5.099866427824199),
("absorption of , after named dayFebruary", 5.099866427824199),
("hh:mmby <time>", 4.406719247264253),
("u <named-month>year", 4.001254139156089),
("minutesecond", 3.4904285153900982),
("Tuesdayintersect", 5.099866427824199),
("JanuaryTuesday", 5.099866427824199),
("Sundayintersect", 5.099866427824199),
("Mondayu <named-month>", 5.099866427824199)],
n = 103}}),
("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)intersect",
1.7047480922384253),
("weekmonth", 1.2992829841302609),
("ordinals (first..19th)day (grain)October",
1.7047480922384253),
("ordinals (first..19th)week (grain)October",
1.7047480922384253)],
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}}),
("Saturday",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("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}}),
("Monday",
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}}),
("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 = 2.70805020110221,
likelihoods =
HashMap.fromList
[("daymonth", 1.0296194171811581),
("ordinals (first..19th)TuesdayOctober", 1.9459101490553135),
("ordinals (first..19th)Wednesdayintersect",
1.540445040947149),
("ordinals (first..19th)Tuesdayintersect",
1.9459101490553135)],
n = 4},
koData =
ClassData{prior = 0.8472978603872037,
unseen = 2.5649493574615367,
likelihoods =
HashMap.fromList
[("daymonth", 1.0986122886681098),
("ordinals (first..19th)WednesdayOctober", 1.3862943611198906),
("ordinals (first..19th)TuesdaySeptember", 1.791759469228055)],
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}}),
("April",
Classifier{okData =
ClassData{prior = 0.2876820724517809,
unseen = 1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = 1.3862943611198906,
unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("week (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 = 2.9444389791664407,
likelihoods =
HashMap.fromList
[("daymonth", 0.9444616088408514),
("Sundayu <named-month>", 2.1972245773362196),
("SundayMarch", 2.1972245773362196),
("MondayMarch", 2.1972245773362196),
("Sundayintersect", 1.791759469228055),
("Mondayu <named-month>", 2.1972245773362196)],
n = 6},
koData =
ClassData{prior = infinity, unseen = 1.9459101490553135,
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 = 3.912023005428146,
likelihoods =
HashMap.fromList
[("ordinal (digits)September", 3.1986731175506815),
("ordinal (digits)August", 2.793208009442517),
("ordinals (first..19th)March", 2.2823823856765264),
("ordinal (digits)February", 1.493925025312256),
("ordinal (digits)April", 3.1986731175506815),
("month", 0.8007778447523107),
("ordinal (digits)March", 2.505525936990736)],
n = 21},
koData =
ClassData{prior = 3.0910424533583156,
unseen = 2.3025850929940455,
likelihoods =
HashMap.fromList
[("ordinal (digits)April", 1.5040773967762742),
("month", 1.5040773967762742)],
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}}),
("Friday",
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}}),
("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
[("Friday", 1.3862943611198906), ("day", 1.3862943611198906),
("March", 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}}),
("Sunday",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.3025850929940455,
likelihoods = HashMap.fromList [("", 0.0)], n = 8},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("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}}),
("February",
Classifier{okData =
ClassData{prior = 8.701137698962981e-2,
unseen = 2.5649493574615367,
likelihoods = HashMap.fromList [("", 0.0)], n = 11},
koData =
ClassData{prior = 2.4849066497880004,
unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("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 = 0.898999234764094, unseen = 3.713572066704308,
likelihoods =
HashMap.fromList
[("integer (numeric)", 0.2231435513142097),
("integer (0..19)", 2.0794415416798357)],
n = 35},
koData =
ClassData{prior = 0.5225216635291818, unseen = 4.04305126783455,
likelihoods =
HashMap.fromList
[("integer (numeric)", 0.4700036292457356),
("integer (20..90)", 2.9267394020670396),
("few", 3.332204510175204),
("integer (0..19)", 1.3862943611198906),
("a pair", 3.332204510175204)],
n = 51}}),
("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 = 4.890349128221754,
likelihoods =
HashMap.fromList
[("u <named-day><day-of-month>(ordinal) <named-month>",
4.189654742026425),
("<named-month> <day-of-month> (ordinal)intersect",
4.189654742026425),
("u <named-day><named-month> <day-of-month> (ordinal)",
4.189654742026425),
("intersecthh:mm", 4.189654742026425),
("intersect by \",\"year", 3.784189633918261),
("dayday", 2.1102132003465894),
("intersect by \",\"hh:mm", 3.2733640101522705),
("intersect by \",\"intersect by \",\"", 4.189654742026425),
("intersect<named-month> <day-of-month> (non ordinal)",
4.189654742026425),
("dayyear", 2.803360380906535),
("Wednesday<day-of-month>(ordinal) <named-month>",
4.189654742026425),
("<named-month> <day-of-month> (ordinal)intersect by \",\"",
4.189654742026425),
("<day-of-month>(ordinal) <named-month>year",
4.189654742026425),
("Monday<day-of-month>(ordinal) <named-month>",
3.4965075614664802),
("intersect<day-of-month>(ordinal) <named-month>",
3.784189633918261),
("intersect<named-month> <day-of-month> (ordinal)",
4.189654742026425),
("Fridayintersect", 4.189654742026425),
("intersect by \",\"intersect", 4.189654742026425),
("intersectintersect by \",\"", 4.189654742026425),
("dayminute", 2.1102132003465894),
("intersectyear", 3.784189633918261),
("minuteday", 3.2733640101522705),
("Sunday<day-of-month>(ordinal) <named-month>",
3.784189633918261),
("yearhh:mm", 4.189654742026425),
("Friday<named-month> <day-of-month> (ordinal)",
3.784189633918261),
("intersectintersect", 4.189654742026425),
("Fridayintersect by \",\"", 3.0910424533583156),
("u <named-day><named-month> <day-of-month> (non ordinal)",
4.189654742026425),
("Monday<named-month> <day-of-month> (non ordinal)",
4.189654742026425),
("<named-month> <day-of-month> (ordinal)year",
3.784189633918261),
("yearminute", 4.189654742026425),
("Monday<named-month> <day-of-month> (ordinal)",
4.189654742026425)],
n = 42},
koData =
ClassData{prior = 1.2039728043259361, unseen = 4.442651256490317,
likelihoods =
HashMap.fromList
[("hourday", 3.7376696182833684),
("<named-month> <day-of-month> (ordinal)intersect",
3.7376696182833684),
("dayhour", 2.639057329615259),
("daymonth", 2.639057329615259),
("monthyear", 3.7376696182833684),
("Friday<named-month> <day-of-month> (non ordinal)",
3.332204510175204),
("u <named-day>September", 3.7376696182833684),
("dayday", 2.639057329615259),
("Saturday<named-month> <day-of-month> (non ordinal)",
3.7376696182833684),
("FridayJuly", 3.332204510175204),
("minutemonth", 3.7376696182833684),
("at <time-of-day><day-of-month>(ordinal) <named-month>",
3.7376696182833684),
("Aprilyear", 3.7376696182833684),
("MondayFebruary", 3.7376696182833684),
("Saturday<named-month> <day-of-month> (ordinal)",
3.7376696182833684),
("Fridayintersect", 3.7376696182833684),
("intersect by \",\"intersect", 3.7376696182833684),
("SaturdaySeptember", 3.7376696182833684),
("intersectSeptember", 3.7376696182833684),
("intersectintersect", 3.7376696182833684),
("Friday<day-of-month>(ordinal) <named-month>",
3.7376696182833684),
("Fridayintersect by \",\"", 3.7376696182833684)],
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}}),
("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 = 3.6635616461296463,
likelihoods =
HashMap.fromList
[("Thursday", 1.845826690498331),
("absorption of , after named day", 2.538973871058276),
("Wednesday", 2.538973871058276),
("Saturday", 2.2512917986064953),
("Monday", 2.9444389791664407),
("Friday", 2.9444389791664407), ("day", 0.8649974374866046),
("Sunday", 2.9444389791664407)],
n = 15},
koData =
ClassData{prior = infinity, unseen = 2.1972245773362196,
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),
("day", 0.7884573603642702),
("Tuesdayordinal (digits)", 2.3978952727983707),
("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 = 2.833213344056216,
likelihoods =
HashMap.fromList
[("evening|night", 2.0794415416798357),
("day", 1.6739764335716716), ("Sunday", 2.0794415416798357),
("hour", 1.6739764335716716), ("Tuesday", 2.0794415416798357),
("week-end", 2.0794415416798357)],
n = 4},
koData =
ClassData{prior = 0.2006706954621511,
unseen = 3.8066624897703196,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clock", 3.0910424533583156),
("time-of-day (latent)", 0.8938178760220964),
("hour", 0.8397506547518206)],
n = 18}}),
("March",
Classifier{okData =
ClassData{prior = 0.4795730802618862, unseen = 2.70805020110221,
likelihoods = HashMap.fromList [("", 0.0)], n = 13},
koData =
ClassData{prior = 0.9650808960435872,
unseen = 2.3025850929940455,
likelihoods = HashMap.fromList [("", 0.0)], n = 8}}),
("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 = 3.1780538303479458,
likelihoods =
HashMap.fromList
[("Wednesday", 2.4423470353692043),
("Monday", 2.4423470353692043),
("Friday", 2.4423470353692043), ("day", 1.1895840668738362),
("March", 2.4423470353692043), ("month", 2.4423470353692043),
("Tuesday", 1.749199854809259)],
n = 7},
koData =
ClassData{prior = 1.5040773967762742, unseen = 2.639057329615259,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clock", 1.466337068793427),
("hour", 1.466337068793427)],
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 = 0.5596157879354228, unseen = 3.367295829986474,
likelihoods =
HashMap.fromList
[("since <time-of-day>hh:mm", 2.639057329615259),
("minuteminute", 1.3862943611198906),
("hh:mmhh:mm", 1.7227665977411035),
("dayday", 2.2335922215070942),
("<named-month> <day-of-month> (non ordinal)<named-month> <day-of-month> (non ordinal)",
2.2335922215070942),
("after <time-of-day>hh:mm", 2.639057329615259)],
n = 8},
koData =
ClassData{prior = 0.8472978603872037,
unseen = 3.2188758248682006,
likelihoods =
HashMap.fromList
[("<named-month> <day-of-month> (non ordinal)July",
2.4849066497880004),
("daymonth", 2.0794415416798357),
("minuteminute", 1.5686159179138452),
("after <time-of-day>intersect", 2.4849066497880004),
("hh:mmintersect", 2.0794415416798357),
("<named-month> <day-of-month> (non ordinal)August",
2.4849066497880004),
("since <time-of-day>intersect", 2.4849066497880004)],
n = 6}}),
("Tuesday",
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> - <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)Tuesdayintersect", 0.916290731874155)],
n = 1},
koData =
ClassData{prior = 0.6931471805599453, unseen = 1.791759469228055,
likelihoods =
HashMap.fromList
[("ordinals (first..19th)Tuesdaychristmas", 0.916290731874155),
("dayday", 0.916290731874155)],
n = 1}}),
("<named-month> <day-of-month> (non ordinal)",
Classifier{okData =
ClassData{prior = 0.6061358035703156,
unseen = 2.9444389791664407,
likelihoods =
HashMap.fromList
[("Augustinteger (numeric)", 1.791759469228055),
("month", 0.9444616088408514),
("Februaryinteger (numeric)", 2.1972245773362196),
("Septemberinteger (numeric)", 2.1972245773362196),
("Julyinteger (numeric)", 1.791759469228055)],
n = 6},
koData =
ClassData{prior = 0.7884573603642702, unseen = 2.833213344056216,
likelihoods =
HashMap.fromList
[("Aprilinteger (numeric)", 2.0794415416798357),
("month", 0.9808292530117262),
("Julyinteger (numeric)", 1.1631508098056809)],
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 = 1.9459101490553135,
likelihoods =
HashMap.fromList
[("integer (numeric)April", 1.0986122886681098),
("month", 1.0986122886681098)],
n = 1},
koData =
ClassData{prior = 0.40546510810816444,
unseen = 2.1972245773362196,
likelihoods =
HashMap.fromList
[("integer (numeric)August", 1.3862943611198906),
("month", 0.9808292530117262),
("integer (numeric)July", 1.3862943611198906)],
n = 2}}),
("this|next <day-of-week>",
Classifier{okData =
ClassData{prior = 0.0, unseen = 3.1780538303479458,
likelihoods =
HashMap.fromList
[("Wednesday", 2.03688192726104), ("Monday", 2.03688192726104),
("Friday", 2.4423470353692043), ("day", 0.832909122935104),
("Tuesday", 1.5260563034950494)],
n = 9},
koData =
ClassData{prior = infinity, unseen = 1.791759469228055,
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
[("day (grain)October", 1.9459101490553135),
("daymonth", 1.540445040947149),
("day (grain)intersect", 1.9459101490553135),
("weekmonth", 1.540445040947149),
("week (grain)intersect", 1.9459101490553135),
("week (grain)September", 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 = 2.3978952727983707,
likelihoods =
HashMap.fromList
[("ordinals (first..19th)March", 1.6094379124341003),
("ordinal (digits)April", 1.6094379124341003),
("month", 0.916290731874155),
("ordinal (digits)March", 1.6094379124341003)],
n = 3},
koData =
ClassData{prior = infinity, unseen = 1.6094379124341003,
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
[("July", 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 = 2.70805020110221,
likelihoods =
HashMap.fromList
[("October", 1.540445040947149), ("March", 1.252762968495368),
("month", 0.8472978603872037)],
n = 5},
koData =
ClassData{prior = 0.6061358035703156, unseen = 2.833213344056216,
likelihoods =
HashMap.fromList
[("September", 1.6739764335716716),
("October", 1.1631508098056809),
("month", 0.8266785731844679)],
n = 6}}),
("this <time>",
Classifier{okData =
ClassData{prior = 0.1670540846631662,
unseen = 3.5553480614894135,
likelihoods =
HashMap.fromList
[("today", 2.833213344056216),
("Wednesday", 2.833213344056216),
("season", 2.1400661634962708),
("evening|night", 2.833213344056216),
("Monday", 2.833213344056216), ("day", 1.580450375560848),
("afternoon", 2.833213344056216),
("hour", 1.7346010553881064), ("morning", 2.833213344056216),
("week-end", 2.4277482359480516)],
n = 11},
koData =
ClassData{prior = 1.8718021769015913, unseen = 2.833213344056216,
likelihoods =
HashMap.fromList
[("day", 2.0794415416798357), ("hour", 2.0794415416798357),
("late night", 2.0794415416798357),
("Tuesday", 2.0794415416798357)],
n = 2}}),
("<named-month> <day-of-month> (ordinal)",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.5649493574615367,
likelihoods =
HashMap.fromList
[("Julyordinal (digits)", 1.3862943611198906),
("Septemberordinal (digits)", 1.791759469228055),
("Februaryordinal (digits)", 1.791759469228055),
("month", 0.8754687373538999)],
n = 4},
koData =
ClassData{prior = infinity, unseen = 1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("August",
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}})]