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 = 0.3184537311185346, unseen = 5.19295685089021,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clockmorning", 4.4942386252808095),
("until <time-of-day>afternoon", 4.4942386252808095),
("dayhour", 2.7894905330423847),
("time-of-day (latent)late night", 3.801091444720864),
("time-of-day (latent)evening|night", 4.088773517172645),
("<time-of-day> o'clockevening|night", 4.4942386252808095),
("<time-of-day> o'clocktonight", 4.4942386252808095),
("<hour-of-day> halfafternoon", 4.4942386252808095),
("time-of-day (latent)tonight", 4.088773517172645),
("yesterdayevening|night", 4.4942386252808095),
("hourhour", 1.4497161875573867),
("at <time-of-day>afternoon", 3.3956263366127),
("minutehour", 2.5483284762254965),
("<time-of-day> o'clockafternoon", 4.4942386252808095),
("intersectafternoon", 4.4942386252808095),
("time-of-day (latent)morning", 4.4942386252808095),
("named-daymorning", 4.4942386252808095),
("todayevening|night", 4.4942386252808095),
("named-dayearly morning", 3.801091444720864),
("at <time-of-day>late night", 3.801091444720864),
("hh:mmearly morning", 4.4942386252808095),
("<day-of-month>(ordinal) <named-month>morning",
4.4942386252808095),
("half <integer> (HR style hour-of-day)afternoon",
4.088773517172645),
("numeral after|past (hour-of-day)afternoon",
4.4942386252808095),
("quarter after|past (hour-of-day)afternoon",
4.4942386252808095),
("<time-of-day> o'clocklate night", 4.088773517172645),
("tomorrowlunch", 4.4942386252808095),
("todaytonight", 4.4942386252808095),
("time-of-day (latent)afternoon", 3.2414756567854415),
("intersectmorning", 3.2414756567854415),
("about <time-of-day>afternoon", 3.801091444720864),
("hh:mmafternoon", 3.2414756567854415),
("between <datetime> and <datetime> (interval)morning",
4.4942386252808095),
("between <time-of-day> and <time-of-day> (interval)morning",
4.4942386252808095),
("at <time-of-day>morning", 4.4942386252808095),
("tomorrowevening|night", 4.4942386252808095)],
n = 64},
koData =
ClassData{prior = 1.2992829841302609, unseen = 4.605170185988091,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clockmorning", 3.9019726695746444),
("dayhour", 3.4965075614664802),
("yearhour", 3.4965075614664802),
("named-daylate night", 3.9019726695746444),
("monthhour", 3.4965075614664802),
("by <time>afternoon", 3.9019726695746444),
("after <time-of-day>morning", 3.9019726695746444),
("hourhour", 2.1972245773362196),
("until <time-of-day>morning", 3.9019726695746444),
("since <time-of-day>morning", 3.9019726695746444),
("minutehour", 2.649209701079277),
("time-of-day (latent)morning", 3.9019726695746444),
("year (latent)afternoon", 3.4965075614664802),
("by <time>morning", 3.9019726695746444),
("numeral to|till|before <integer> (hour-of-day)morning",
3.9019726695746444),
("named-monthmorning", 3.9019726695746444),
("secondhour", 3.4965075614664802),
("time-of-day (latent)afternoon", 2.515678308454754),
("intersectmorning", 3.4965075614664802),
("<duration> after <time>afternoon", 3.9019726695746444),
("named-monthlate night", 3.9019726695746444),
("<day-of-month>(ordinal) <named-month>late night",
3.9019726695746444)],
n = 24}}),
("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 = 0.6931471805599453,
unseen = 2.4849066497880004,
likelihoods =
HashMap.fromList
[("<integer> <unit-of-duration>christmas", 1.7047480922384253),
("yearday", 1.7047480922384253),
("minutesecond", 1.7047480922384253),
("<integer> <unit-of-duration>now", 1.7047480922384253)],
n = 2},
koData =
ClassData{prior = 0.6931471805599453,
unseen = 2.4849066497880004,
likelihoods =
HashMap.fromList
[("quarter of an hourtime-of-day (latent)", 1.7047480922384253),
("minutehour", 1.2992829841302609),
("quarter of an hour<time> <part-of-day>",
1.7047480922384253)],
n = 2}}),
("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 = 0.5596157879354228, 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}}),
("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}})]