{-# LANGUAGE OverloadedStrings #-}
module Duckling.Ranking.Classifiers.ZH (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 = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("<time-of-day> am|pm", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.5292593254548287,
unseen = -3.8066624897703196,
likelihoods = HashMap.fromList [("", 0.0)], n = 43},
koData =
ClassData{prior = -0.8892620594862358,
unseen = -3.4657359027997265,
likelihoods = HashMap.fromList [("", 0.0)], n = 30}}),
("the day before yesterday",
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}}),
("today",
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}}),
("mm/dd",
Classifier{okData =
ClassData{prior = -1.6094379124341003,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -0.2231435513142097, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),
("absorption of , after named day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("day", -0.6931471805599453),
("named-day", -0.6931471805599453)],
n = 6},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("tonight",
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}}),
("month (grain)",
Classifier{okData =
ClassData{prior = -1.0296194171811581,
unseen = -3.0910424533583156,
likelihoods = HashMap.fromList [("", 0.0)], n = 20},
koData =
ClassData{prior = -0.4418327522790392,
unseen = -3.6375861597263857,
likelihoods = HashMap.fromList [("", 0.0)], n = 36}}),
("<time-of-day> o'clock",
Classifier{okData =
ClassData{prior = -0.5108256237659907, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("<integer> (latent time-of-day)", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 6},
koData =
ClassData{prior = -0.916290731874155, unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("<integer> (latent time-of-day)", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 4}}),
("national day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("hour (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}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.4473122180436648, unseen = -4.553876891600541,
likelihoods =
HashMap.fromList
[("children's day<part-of-day> <dim time>", -3.4446824936018943),
("year (numeric with year symbol)<named-month> <day-of-month>",
-1.547562508716013),
("dayday", -1.978345424808467),
("hourhour", -2.9338568698359033),
("hourminute", -3.4446824936018943),
("absorption of , after named day<named-month> <day-of-month>",
-1.978345424808467),
("dayminute", -3.4446824936018943),
("tonight<time-of-day> o'clock", -2.9338568698359033),
("<dim time> <part-of-day>relative minutes after|past <integer> (hour-of-day)",
-3.4446824936018943),
("yearday", -1.547562508716013)],
n = 39},
koData =
ClassData{prior = -1.0198314108149953, unseen = -4.110873864173311,
likelihoods =
HashMap.fromList
[("children's day<part-of-day> <dim time>", -2.1484344131667874),
("dayhour", -2.4849066497880004),
("daymonth", -2.1484344131667874),
("<dim time> <part-of-day><time-of-day> o'clock",
-2.995732273553991),
("year (numeric with year symbol)named-month",
-2.1484344131667874),
("hourhour", -2.995732273553991),
("hourminute", -2.995732273553991),
("absorption of , after named daynamed-month",
-2.1484344131667874),
("yearmonth", -2.1484344131667874),
("dayminute", -2.995732273553991),
("<dim time> <part-of-day>relative minutes after|past <integer> (hour-of-day)",
-2.995732273553991)],
n = 22}}),
("year (grain)",
Classifier{okData =
ClassData{prior = -1.2809338454620642,
unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5},
koData =
ClassData{prior = -0.325422400434628, unseen = -2.70805020110221,
likelihoods = HashMap.fromList [("", 0.0)], n = 13}}),
("last tuesday, last july",
Classifier{okData =
ClassData{prior = -1.3350010667323402, unseen = -3.332204510175204,
likelihoods =
HashMap.fromList
[("day", -0.8979415932059586),
("named-day", -0.8979415932059586)],
n = 10},
koData =
ClassData{prior = -0.3053816495511819,
unseen = -4.1588830833596715,
likelihoods =
HashMap.fromList
[("<integer> (latent time-of-day)", -1.0076405104623831),
("named-month", -3.4499875458315876),
("month (numeric with month symbol)", -2.3513752571634776),
("hour", -1.0076405104623831), ("month", -2.1972245773362196)],
n = 28}}),
("next <cycle>",
Classifier{okData =
ClassData{prior = -0.7884573603642702, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("week", -1.540445040947149),
("month (grain)", -1.252762968495368),
("week (grain)", -1.540445040947149),
("month", -1.252762968495368)],
n = 5},
koData =
ClassData{prior = -0.6061358035703156, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("week", -0.8266785731844679),
("week (grain)", -0.8266785731844679)],
n = 6}}),
("last year",
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}}),
("this <day-of-week>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.295836866004329,
likelihoods =
HashMap.fromList
[("day", -0.6931471805599453),
("named-day", -0.6931471805599453)],
n = 12},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("yyyy-mm-dd",
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}}),
("mm/dd/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}}),
("evening|night",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("yesterday",
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 year",
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 (time-of-day)",
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}}),
("<integer> (latent time-of-day)",
Classifier{okData =
ClassData{prior = -1.540445040947149, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("integer (numeric)", -1.0296194171811581),
("integer (0..10)", -0.4418327522790392)],
n = 12},
koData =
ClassData{prior = -0.2411620568168881,
unseen = -3.8501476017100584,
likelihoods =
HashMap.fromList
[("integer (numeric)", -2.2192034840549946),
("integer (0..10)", -0.11506932978478723)],
n = 44}}),
("nth <time> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("monthday", -0.7884573603642702),
("month (numeric with month symbol)ordinal (digits)named-day",
-1.2992829841302609),
("named-monthordinal (digits)named-day", -1.2992829841302609)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("named-month",
Classifier{okData =
ClassData{prior = -4.255961441879589e-2,
unseen = -3.2188758248682006,
likelihoods = HashMap.fromList [("", 0.0)], n = 23},
koData =
ClassData{prior = -3.1780538303479458,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("month (numeric with month symbol)",
Classifier{okData =
ClassData{prior = -0.15415067982725836,
unseen = -3.6635616461296463,
likelihoods =
HashMap.fromList
[("integer (numeric)", -0.9985288301111273),
("integer (0..10)", -0.4595323293784402)],
n = 36},
koData =
ClassData{prior = -1.9459101490553135,
unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList [("integer (0..10)", -0.13353139262452263)],
n = 6}}),
("week (grain)",
Classifier{okData =
ClassData{prior = -0.8754687373538999,
unseen = -3.0910424533583156,
likelihoods = HashMap.fromList [("", 0.0)], n = 20},
koData =
ClassData{prior = -0.5389965007326869,
unseen = -3.4011973816621555,
likelihoods = HashMap.fromList [("", 0.0)], n = 28}}),
("valentine's day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("year (numeric with year symbol)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.70805020110221,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 13},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("now",
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}}),
("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 = -1.791759469228055,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 4}}),
("tomorrow",
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}}),
("this year",
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}}),
("afternoon",
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 <cycle>",
Classifier{okData =
ClassData{prior = -0.8754687373538999,
unseen = -3.2188758248682006,
likelihoods =
HashMap.fromList
[("week", -0.9808292530117262),
("year (grain)", -2.0794415416798357),
("week (grain)", -0.9808292530117262),
("year", -2.0794415416798357)],
n = 10},
koData =
ClassData{prior = -0.5389965007326869,
unseen = -3.4965075614664802,
likelihoods =
HashMap.fromList
[("week", -0.7576857016975165),
("week (grain)", -0.7576857016975165)],
n = 14}}),
("minute (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}}),
("<dim time> <part-of-day>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.9889840465642745,
likelihoods =
HashMap.fromList
[("dayhour", -0.7514160886839211),
("national dayevening|night", -2.871679624884012),
("<named-month> <day-of-month>morning", -1.405342556090585),
("named-daymorning", -1.7730673362159024),
("children's dayafternoon", -2.871679624884012)],
n = 24},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("<part-of-day> <dim time>",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -3.5553480614894135,
likelihoods =
HashMap.fromList
[("tonight<integer> (latent time-of-day)", -1.916922612182061),
("hourhour", -1.329135947279942),
("afternoonrelative minutes after|past <integer> (hour-of-day)",
-1.916922612182061),
("hourminute", -1.7346010553881064),
("afternoonhh:mm (time-of-day)", -2.833213344056216),
("tonight<time-of-day> o'clock", -1.916922612182061)],
n = 13},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -3.5553480614894135,
likelihoods =
HashMap.fromList
[("hourhour", -1.2237754316221157),
("afternoonrelative minutes after|past <integer> (hour-of-day)",
-1.916922612182061),
("afternoon<time-of-day> o'clock", -1.916922612182061),
("hourminute", -1.916922612182061),
("afternoon<integer> (latent time-of-day)",
-1.7346010553881064)],
n = 13}}),
("<integer> <unit-of-duration>",
Classifier{okData =
ClassData{prior = -infinity, unseen = -2.833213344056216,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -5.54907608489522,
likelihoods =
HashMap.fromList
[("week", -2.9802280870180256),
("integer (0..10)month (grain)", -1.9075912847531766),
("integer (0..10)hour (grain)", -2.9802280870180256),
("second", -3.242592351485517),
("integer (0..10)day (grain)", -3.4657359027997265),
("integer (0..10)year (grain)", -3.7534179752515073),
("integer (numeric)year (grain)", -2.906120114864304),
("integer (0..10)second (grain)", -3.242592351485517),
("day", -3.4657359027997265), ("year", -2.600738465313122),
("integer (0..10)minute (grain)", -2.9802280870180256),
("hour", -2.9802280870180256),
("integer (0..10)week (grain)", -2.9802280870180256),
("month", -1.6133518117552368),
("integer (numeric)month (grain)", -2.906120114864304),
("minute", -2.9802280870180256)],
n = 120}}),
("integer (11..19)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.639057329615259,
likelihoods = HashMap.fromList [("integer (0..10)", 0.0)], n = 12},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<time-of-day> am|pm",
Classifier{okData =
ClassData{prior = -0.4700036292457356, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("hh:mm (time-of-day)", -1.252762968495368),
("<integer> (latent time-of-day)", -1.540445040947149),
("hour", -1.540445040947149), ("minute", -1.252762968495368)],
n = 5},
koData =
ClassData{prior = -0.9808292530117262,
unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("<integer> (latent time-of-day)", -0.916290731874155),
("hour", -0.916290731874155)],
n = 3}}),
("relative minutes after|past <integer> (hour-of-day)",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("<integer> (latent time-of-day)integer (11..19)",
-0.7884573603642702),
("hour", -0.7884573603642702)],
n = 4},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("<integer> (latent time-of-day)integer (0..10)",
-0.7884573603642702),
("hour", -0.7884573603642702)],
n = 4}}),
("army's day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("intersect by \",\"",
Classifier{okData =
ClassData{prior = -0.40546510810816444,
unseen = -3.367295829986474,
likelihoods =
HashMap.fromList
[("dayday", -0.7672551527136672),
("named-day<named-month> <day-of-month>", -0.7672551527136672)],
n = 12},
koData =
ClassData{prior = -1.0986122886681098, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("named-daynamed-month", -0.8266785731844679),
("daymonth", -0.8266785731844679)],
n = 6}}),
("named-day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -4.406719247264253,
likelihoods = HashMap.fromList [("", 0.0)], n = 80},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("second (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}}),
("the day after tomorrow",
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 = -2.2512917986064953,
unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("day", -1.2039728043259361),
("named-day", -1.2039728043259361)],
n = 2},
koData =
ClassData{prior = -0.11122563511022437,
unseen = -3.713572066704308,
likelihoods =
HashMap.fromList
[("<integer> (latent time-of-day)", -1.1239300966523995),
("month (numeric with month symbol)", -2.995732273553991),
("day", -2.0794415416798357),
("named-day", -2.0794415416798357),
("hour", -1.1239300966523995), ("month", -2.995732273553991)],
n = 17}}),
("last <cycle>",
Classifier{okData =
ClassData{prior = -0.9555114450274363, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("week", -1.540445040947149),
("month (grain)", -1.252762968495368),
("week (grain)", -1.540445040947149),
("month", -1.252762968495368)],
n = 5},
koData =
ClassData{prior = -0.48550781578170077,
unseen = -3.044522437723423,
likelihoods =
HashMap.fromList
[("week", -0.7985076962177716),
("week (grain)", -0.7985076962177716)],
n = 8}}),
("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 = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("next n <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -4.07753744390572,
likelihoods =
HashMap.fromList
[("week", -2.451005098112319),
("integer (0..10)month (grain)", -2.6741486494265287),
("integer (0..10)hour (grain)", -2.451005098112319),
("second", -2.6741486494265287),
("integer (0..10)day (grain)", -2.6741486494265287),
("integer (0..10)year (grain)", -3.367295829986474),
("integer (0..10)second (grain)", -2.6741486494265287),
("day", -2.6741486494265287), ("year", -3.367295829986474),
("integer (0..10)minute (grain)", -2.451005098112319),
("hour", -2.451005098112319),
("integer (0..10)week (grain)", -2.451005098112319),
("month", -2.6741486494265287), ("minute", -2.451005098112319)],
n = 22},
koData =
ClassData{prior = -infinity, unseen = -2.70805020110221,
likelihoods = HashMap.fromList [], n = 0}}),
("children's day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<named-month> <day-of-month>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -4.770684624465665,
likelihoods =
HashMap.fromList
[("month (numeric with month symbol)integer (11..19)",
-2.5649493574615367),
("named-monthinteger (11..19)", -2.5649493574615367),
("named-monthinteger (numeric)", -3.6635616461296463),
("month (numeric with month symbol)integer (numeric)",
-2.1231166051824975),
("month", -0.7368222440626069),
("month (numeric with month symbol)integer (0..10)",
-2.1231166051824975),
("named-monthinteger (0..10)", -2.277267285009756)],
n = 55},
koData =
ClassData{prior = -infinity, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [], n = 0}}),
("integer (0..10)",
Classifier{okData =
ClassData{prior = -0.5010216236693698,
unseen = -4.8283137373023015,
likelihoods = HashMap.fromList [("", 0.0)], n = 123},
koData =
ClassData{prior = -0.9311793443679057, unseen = -4.406719247264253,
likelihoods = HashMap.fromList [("", 0.0)], n = 80}}),
("last n <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -4.61512051684126,
likelihoods =
HashMap.fromList
[("week", -2.995732273553991),
("integer (0..10)month (grain)", -2.120263536200091),
("integer (0..10)hour (grain)", -2.4079456086518722),
("second", -2.659260036932778),
("integer (0..10)day (grain)", -2.995732273553991),
("integer (0..10)year (grain)", -3.506557897319982),
("integer (0..10)second (grain)", -2.659260036932778),
("day", -2.995732273553991), ("year", -3.506557897319982),
("integer (0..10)minute (grain)", -2.4079456086518722),
("hour", -2.4079456086518722),
("integer (0..10)week (grain)", -2.995732273553991),
("month", -2.120263536200091), ("minute", -2.4079456086518722)],
n = 43},
koData =
ClassData{prior = -infinity, unseen = -2.70805020110221,
likelihoods = HashMap.fromList [], n = 0}}),
("this|next <day-of-week>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("day", -0.6931471805599453),
("named-day", -0.6931471805599453)],
n = 6},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("ordinal (digits)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("integer (0..10)", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("morning",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.890371757896165,
likelihoods = HashMap.fromList [("", 0.0)], n = 16},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("week-end",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("day (grain)",
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}}),
("labor 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}}),
("women's day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("this <time>",
Classifier{okData =
ClassData{prior = -0.35667494393873245,
unseen = -3.5263605246161616,
likelihoods =
HashMap.fromList
[("day", -0.9315582040049435),
("named-day", -0.9315582040049435),
("hour", -2.3978952727983707),
("week-end", -2.3978952727983707)],
n = 14},
koData =
ClassData{prior = -1.2039728043259361, unseen = -2.890371757896165,
likelihoods =
HashMap.fromList
[("<integer> (latent time-of-day)", -0.8873031950009028),
("hour", -0.8873031950009028)],
n = 6}})]