module Duckling.Ranking.Classifiers.DE (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 = 2.1972245773362196,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clock", 1.3862943611198906),
("hh:mm", 1.3862943611198906), ("hour", 1.3862943611198906),
("minute", 1.3862943611198906)],
n = 2},
koData =
ClassData{prior = infinity, unseen = 1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = 0.6616839111041602, unseen = 4.74493212836325,
likelihoods = HashMap.fromList [("", 0.0)], n = 113},
koData =
ClassData{prior = 0.7256326357044337, unseen = 4.68213122712422,
likelihoods = HashMap.fromList [("", 0.0)], n = 106}}),
("exactly <time-of-day>",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.3025850929940455,
likelihoods =
HashMap.fromList
[("at <time-of-day>", 1.0986122886681098),
("<time-of-day> o'clock", 1.5040773967762742),
("hour", 0.8109302162163288)],
n = 3},
koData =
ClassData{prior = infinity, unseen = 1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("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}}),
("<hour-of-day> <half> (as relative minutes)",
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}}),
("lunch",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("integer (20..90)",
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> <part-of-day>",
Classifier{okData =
ClassData{prior = 0.11778303565638351,
unseen = 5.720311776607412,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clockmorning", 4.618415412738112),
("until <time-of-day>afternoon", 5.0238805208462765),
("dayhour", 3.319132428607851),
("todayevening", 4.618415412738112),
("half <integer> (german style hour-of-day)afternoon",
5.0238805208462765),
("<time-of-day> o'clockafter lunch", 4.330733340286331),
("intersect by ','evening", 3.5198031240700023),
("<time-of-day> o'clockon <date>", 3.925268232178167),
("intersectevening", 1.9558275857126592),
("time-of-day (latent)on <date>", 4.330733340286331),
("about <time-of-day>on <date>", 4.618415412738112),
("<hour-of-day> <integer> (as relative minutes)in|during the <part-of-day>",
4.618415412738112),
("hourhour", 1.1952391243571814),
("<time-of-day> o'clockin|during the <part-of-day>",
3.925268232178167),
("<time-of-day> o'clockafternoon", 4.330733340286331),
("half <integer> (german style hour-of-day)after lunch",
5.0238805208462765),
("until <time-of-day>morning", 4.618415412738112),
("minutehour", 2.384823191231018),
("at <time-of-day>in|during the <part-of-day>",
4.107589788972121),
("<hour-of-day> <integer> (as relative minutes)after lunch",
5.0238805208462765),
("<time-of-day> am|pmmorning", 4.618415412738112),
("tomorrowevening", 5.0238805208462765),
("time-of-day (latent)morning", 5.0238805208462765),
("named-daymorning", 4.618415412738112),
("hh:mmmorning", 5.0238805208462765),
("half <integer> (german style hour-of-day)in|during the <part-of-day>",
4.618415412738112),
("until <time-of-day>on <date>", 5.0238805208462765),
("<day-of-month>(ordinal) <named-month>morning",
5.0238805208462765),
("<time-of-day> o'clockevening", 5.0238805208462765),
("hh:mmon <date>", 4.107589788972121),
("<hour-of-day> <integer> (as relative minutes)afternoon",
5.0238805208462765),
("tomorrowlunch", 4.618415412738112),
("until <time-of-day>after lunch", 5.0238805208462765),
("at <time-of-day>on <date>", 4.107589788972121),
("yesterdayevening", 5.0238805208462765),
("intersectmorning", 5.0238805208462765),
("hh:mmin|during the <part-of-day>", 4.107589788972121),
("time-of-day (latent)in|during the <part-of-day>",
4.330733340286331),
("<hour-of-day> <integer> (as relative minutes)on <date>",
4.618415412738112),
("about <time-of-day>in|during the <part-of-day>",
4.618415412738112),
("half <integer> (german style hour-of-day)on <date>",
4.618415412738112),
("at <time-of-day>morning", 5.0238805208462765),
("until <time-of-day>in|during the <part-of-day>",
5.0238805208462765)],
n = 128},
koData =
ClassData{prior = 2.1972245773362196, unseen = 4.394449154672439,
likelihoods =
HashMap.fromList
[("yearhour", 3.283414346005772),
("year (latent)on <date>", 3.6888794541139363),
("<time-of-day> o'clockafter lunch", 3.6888794541139363),
("intersectevening", 2.995732273553991),
("monthhour", 3.6888794541139363),
("time-of-day (latent)on <date>", 2.772588722239781),
("hourhour", 1.742969305058623),
("<time-of-day> o'clockafternoon", 3.6888794541139363),
("year (latent)in|during the <part-of-day>",
3.6888794541139363),
("named-monthmorning", 3.6888794541139363),
("time-of-day (latent)in|during the <part-of-day>",
2.772588722239781)],
n = 16}}),
("today",
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}}),
("mm/dd",
Classifier{okData =
ClassData{prior = 0.13353139262452263,
unseen = 2.1972245773362196,
likelihoods = HashMap.fromList [("", 0.0)], n = 7},
koData =
ClassData{prior = 2.0794415416798357,
unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("at <time-of-day>",
Classifier{okData =
ClassData{prior = 0.19237189264745613,
unseen = 4.356708826689592,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clock", 2.0412203288596382),
("half <integer> (german style hour-of-day)",
3.6506582412937383),
("about <time-of-day>", 2.7343675094195836),
("time-of-day (latent)", 1.7047480922384253),
("relative minutes after|past <integer> (hour-of-day)",
3.6506582412937383),
("hh:mm", 2.9575110607337933),
("quarter after|past <integer> (hour-of-day)",
3.6506582412937383),
("hour", 1.0479685558493548), ("minute", 2.264363880173848),
("<hour-of-day> <integer> (as relative minutes)",
3.6506582412937383)],
n = 33},
koData =
ClassData{prior = 1.742969305058623, unseen = 3.258096538021482,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", 1.6094379124341003),
("<time-of-day> am|pm", 1.8325814637483102),
("hour", 1.4271163556401458), ("minute", 2.120263536200091)],
n = 7}}),
("absorption of , after named day",
Classifier{okData =
ClassData{prior = 7.410797215372185e-2,
unseen = 3.4011973816621555,
likelihoods =
HashMap.fromList
[("on <date>", 2.268683541318364), ("day", 0.7282385003712154),
("named-day", 0.8823891801984737)],
n = 13},
koData =
ClassData{prior = 2.639057329615259, unseen = 1.791759469228055,
likelihoods =
HashMap.fromList
[("day", 0.916290731874155), ("named-day", 0.916290731874155)],
n = 1}}),
("on <date>",
Classifier{okData =
ClassData{prior = 0.2076393647782445, unseen = 4.804021044733257,
likelihoods =
HashMap.fromList
[("mm/dd", 4.102643365036796),
("absorption of , after named day", 3.6971782569286313),
("intersect", 1.8513515664303006),
("after lunch", 2.849880396541428),
("day", 1.499953679592412), ("afternoon", 2.849880396541428),
("named-day", 2.849880396541428),
("intersect by ','", 2.849880396541428),
("intersect by 'of', 'from', 's", 3.4094961844768505),
("<day-of-month> (ordinal)", 4.102643365036796),
("hour", 1.9054187877005764), ("evening", 4.102643365036796),
("<datetime> - <datetime> (interval)", 4.102643365036796),
("minute", 2.4932054526026954),
("morning", 4.102643365036796)],
n = 52},
koData =
ClassData{prior = 1.6739764335716716,
unseen = 3.7376696182833684,
likelihoods =
HashMap.fromList
[("intersect", 1.6341305250244718),
("after lunch", 3.0204248861443626),
("<day-of-month>(ordinal) <named-month>", 3.0204248861443626),
("tomorrow", 3.0204248861443626), ("day", 2.1041341542702074),
("intersect by 'of', 'from', 's", 3.0204248861443626),
("<day-of-month> (ordinal)", 3.0204248861443626),
("hour", 3.0204248861443626), ("minute", 1.6341305250244718)],
n = 12}}),
("integer (0..19)",
Classifier{okData =
ClassData{prior = 0.10536051565782628,
unseen = 3.6375861597263857,
likelihoods = HashMap.fromList [("", 0.0)], n = 36},
koData =
ClassData{prior = 2.3025850929940455, unseen = 1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),
("between <time-of-day> and <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}}),
("between <datetime> and <datetime> (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}}),
("month (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}}),
("<time-of-day> o'clock",
Classifier{okData =
ClassData{prior = 3.077165866675366e-2,
unseen = 4.9344739331306915,
likelihoods =
HashMap.fromList
[("exactly <time-of-day>", 4.23410650459726),
("at <time-of-day>", 2.624668592163159),
("half <integer> (german style hour-of-day)",
4.23410650459726),
("about <time-of-day>", 2.847812143477369),
("time-of-day (latent)", 1.3437347467010947),
("quarter after|past <integer> (hour-of-day)",
4.23410650459726),
("until <time-of-day>", 3.1354942159291497),
("hour", 0.7841189587656721), ("minute", 3.828641396489095),
("after <time-of-day>", 3.1354942159291497)],
n = 64},
koData =
ClassData{prior = 3.4965075614664802, unseen = 2.70805020110221,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", 1.9459101490553135),
("hour", 1.540445040947149),
("after <time-of-day>", 1.9459101490553135)],
n = 2}}),
("hour (grain)",
Classifier{okData =
ClassData{prior = 0.15415067982725836,
unseen = 2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = 1.9459101490553135,
unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("<ordinal> quarter",
Classifier{okData =
ClassData{prior = 0.6931471805599453, unseen = 1.791759469228055,
likelihoods =
HashMap.fromList
[("ordinals (first..19th)quarter (grain)", 0.916290731874155),
("quarter", 0.916290731874155)],
n = 1},
koData =
ClassData{prior = 0.6931471805599453, unseen = 1.791759469228055,
likelihoods =
HashMap.fromList
[("ordinal (digits)quarter (grain)", 0.916290731874155),
("quarter", 0.916290731874155)],
n = 1}}),
("intersect",
Classifier{okData =
ClassData{prior = 0.23031204079282233,
unseen = 6.885509670034817,
likelihoods =
HashMap.fromList
[("intersect by ','named-month", 4.399580002254782),
("hourday", 4.93857650298747), ("dayhour", 2.527777825353191),
("daymonth", 3.1232865363492204),
("<day-of-month>(ordinal) <named-month> year<time-of-day> o'clock",
6.191339471482838),
("monthyear", 4.4865913792444125),
("yearhour", 6.191339471482838),
("intersect<time-of-day> o'clock", 4.051273307986567),
("christmasyear", 6.191339471482838),
("after lunchat <time-of-day>", 6.191339471482838),
("absorption of , after named daymm/dd/yyyy",
6.191339471482838),
("named-daylast <cycle>", 6.191339471482838),
("intersect by 'of', 'from', 'syear", 5.785874363374673),
("<time-of-day> am|pmintersect", 5.092727182814728),
("intersect<time> <part-of-day>", 4.111897929803002),
("the <day-of-month> (ordinal)named-month", 6.191339471482838),
("<time-of-day> o'clockafter lunch", 5.498192290922892),
("<time> <part-of-day><time-of-day> o'clock",
6.191339471482838),
("today<time-of-day> o'clock", 6.191339471482838),
("<time-of-day> o'clockon <date>", 5.785874363374673),
("<time-of-day> am|pmintersect by ','", 5.498192290922892),
("intersect by ','year", 5.092727182814728),
("on <date><time-of-day> o'clock", 6.191339471482838),
("exactly <time-of-day>tomorrow", 5.785874363374673),
("mm/dd<time-of-day> o'clock", 6.191339471482838),
("monthhour", 5.785874363374673),
("on <date>between <datetime> and <datetime> (interval)",
6.191339471482838),
("last <day-of-week> of <time>year", 6.191339471482838),
("hourmonth", 5.785874363374673),
("todayat <time-of-day>", 5.498192290922892),
("mm/ddabout <time-of-day>", 5.785874363374673),
("on <date>between <time-of-day> and <time-of-day> (interval)",
6.191339471482838),
("on <date>at <time-of-day>", 5.785874363374673),
("named-dayhh:mm", 6.191339471482838),
("dayday", 3.013285641134892),
("<time> <part-of-day>at <time-of-day>", 5.785874363374673),
("<time-of-day> am|pmabsorption of , after named day",
6.191339471482838),
("about <time-of-day>on <date>", 6.191339471482838),
("<hour-of-day> <integer> (as relative minutes)in|during the <part-of-day>",
5.785874363374673),
("<day-of-month> (ordinal)intersect", 5.092727182814728),
("hourhour", 3.6656108271745818),
("<part-of-day> of <time>named-month", 5.785874363374673),
("hh:mmintersect by ','", 4.93857650298747),
("intersectnamed-month", 3.358126127426621),
("dayyear", 3.552282141867579),
("<time-of-day> o'clockin|during the <part-of-day>",
5.092727182814728),
("tomorrow<time-of-day> o'clock", 6.191339471482838),
("<time-of-day> o'clocktomorrow", 5.498192290922892),
("<day-of-month>(ordinal) <named-month>year",
5.785874363374673),
("half <integer> (german style hour-of-day)after lunch",
6.191339471482838),
("absorption of , after named day<day-of-month>(ordinal) <named-month>",
4.93857650298747),
("hourminute", 5.498192290922892),
("on <date><day-of-month>(ordinal) <named-month>",
5.785874363374673),
("minutemonth", 3.5171908220563086),
("minutehour", 3.9400476728763425),
("named-day<time> timezone", 6.191339471482838),
("at <time-of-day>in|during the <part-of-day>",
5.275048739608683),
("named-monthyear", 4.4865913792444125),
("absorption of , after named day<day-of-month>(ordinal) <named-month> year",
5.785874363374673),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
5.092727182814728),
("named-day<time-of-day> - <time-of-day> (interval)",
6.191339471482838),
("<day-of-month>(ordinal) <named-month> year<time> <part-of-day>",
6.191339471482838),
("<hour-of-day> <integer> (as relative minutes)after lunch",
6.191339471482838),
("named-day<datetime> - <datetime> (interval)",
6.191339471482838),
("on <date>named-month", 5.275048739608683),
("intersect<day-of-month>(ordinal) <named-month>",
4.805045110362947),
("this <part-of-day><time-of-day> o'clock",
6.191339471482838),
("<day-of-month>(ordinal) <named-month>intersect",
6.191339471482838),
("hh:mmintersect", 3.748992436113633),
("named-dayfrom <datetime> - <datetime> (interval)",
5.785874363374673),
("named-daynext <cycle>", 6.191339471482838),
("named-dayfrom <time-of-day> - <time-of-day> (interval)",
5.498192290922892),
("<day-of-month> (ordinal)named-day", 5.785874363374673),
("intersect by ','intersect", 4.93857650298747),
("half <integer> (german style hour-of-day)in|during the <part-of-day>",
5.785874363374673),
("at <time-of-day>intersect", 4.399580002254782),
("on <date>from <time-of-day> - <time-of-day> (interval)",
5.785874363374673),
("<time> <part-of-day>from <time-of-day> - <time-of-day> (interval)",
6.191339471482838),
("absorption of , after named day<day-of-month> (ordinal)",
4.93857650298747),
("dayminute", 3.9941148941466182),
("on <date>from <datetime> - <datetime> (interval)",
6.191339471482838),
("<time> <part-of-day>from <datetime> - <datetime> (interval)",
6.191339471482838),
("intersectyear", 4.399580002254782),
("on <date>intersect", 5.785874363374673),
("on <date><day-of-month> (ordinal)", 5.785874363374673),
("<ordinal> <cycle> of <time>year", 6.191339471482838),
("minuteday", 2.2116578175808765),
("absorption of , after named dayintersect",
3.7934441986844667),
("named-daybetween <time-of-day> and <time-of-day> (interval)",
6.191339471482838),
("<datetime> - <datetime> (interval)named-month",
5.785874363374673),
("year<time-of-day> o'clock", 6.191339471482838),
("at <time-of-day>intersect by ','", 5.498192290922892),
("named-dayat <time-of-day>", 5.785874363374673),
("hh:mmabsorption of , after named day", 5.785874363374673),
("<time-of-day> am|pmnamed-day", 6.191339471482838),
("intersect by ','<time> <part-of-day>", 5.275048739608683),
("hh:mmon <date>", 3.748992436113633),
("named-daybetween <datetime> and <datetime> (interval)",
6.191339471482838),
("at <time-of-day>absorption of , after named day",
6.191339471482838),
("until <time-of-day>after lunch", 6.191339471482838),
("mm/ddyear", 5.785874363374673),
("intersect by ','<time-of-day> o'clock", 5.275048739608683),
("intersect<day-of-month> (ordinal)", 4.805045110362947),
("absorption of , after named daymm/dd", 6.191339471482838),
("named-day<time-of-day> o'clock", 6.191339471482838),
("<day-of-month> (ordinal)intersect by 'of', 'from', 's",
5.498192290922892),
("at <time-of-day>on <date>", 4.319537294581246),
("intersectintersect", 4.051273307986567),
("dayweek", 5.092727182814728),
("absorption of , after named daythe <day-of-month> (ordinal)",
6.191339471482838),
("weekyear", 5.785874363374673),
("hh:mmin|during the <part-of-day>", 5.275048739608683),
("intersect by 'of', 'from', 'snamed-month",
6.191339471482838),
("named-monthintersect", 6.191339471482838),
("<day-of-month> (ordinal)named-month", 4.319537294581246),
("tomorrowat <time-of-day>", 5.785874363374673),
("<hour-of-day> <integer> (as relative minutes)on <date>",
6.191339471482838),
("named-daythis <cycle>", 5.498192290922892),
("at <time-of-day>tomorrow", 6.191339471482838),
("about <time-of-day>in|during the <part-of-day>",
5.785874363374673),
("half <integer> (german style hour-of-day)on <date>",
6.191339471482838),
("this <part-of-day>at <time-of-day>", 5.785874363374673),
("after lunch<hour-of-day> <integer> (as relative minutes)",
5.785874363374673),
("last <cycle> of <time>year", 5.785874363374673),
("<named-month> <day-of-month> (non ordinal)year",
6.191339471482838),
("<day-of-month> (non ordinal) <named-month>year",
6.191339471482838)],
n = 417},
koData =
ClassData{prior = 1.581267035467404, unseen = 5.886104031450156,
likelihoods =
HashMap.fromList
[("intersect by ','named-month", 4.497028027368389),
("named-day<part-of-day> of <time>", 5.190175207928333),
("absorption of , after named daythe <day-of-month> (non ordinal)",
5.190175207928333),
("dayhour", 4.497028027368389),
("daymonth", 3.3183730310267423),
("monthday", 4.7847100998201695),
("monthyear", 5.190175207928333),
("yearhour", 5.190175207928333),
("after lunchat <time-of-day>", 4.7847100998201695),
("intersect by 'of', 'from', 'syear", 4.497028027368389),
("<time-of-day> am|pmintersect", 3.4854271156899084),
("intersect<time> <part-of-day>", 5.190175207928333),
("<time-of-day> o'clockafter lunch", 5.190175207928333),
("after lunch<time-of-day> o'clock", 5.190175207928333),
("at <time-of-day>named-day", 5.190175207928333),
("absorption of , after named dayhh:mm", 5.190175207928333),
("<time-of-day> am|pmintersect by ','", 3.9374122394329656),
("<time-of-day> o'clock<time> <part-of-day>",
4.273884476054178),
("monthhour", 5.190175207928333),
("on <date>between <datetime> and <datetime> (interval)",
5.190175207928333),
("todayat <time-of-day>", 5.190175207928333),
("on <date>between <time-of-day> and <time-of-day> (interval)",
5.190175207928333),
("named-dayhh:mm", 5.190175207928333),
("dayday", 3.803880846808443),
("<time-of-day> am|pmabsorption of , after named day",
4.7847100998201695),
("hourhour", 3.6860978111520595),
("intersectnamed-month", 3.580737295494233),
("dayyear", 4.273884476054178),
("minutemonth", 3.24426505887302),
("named-monthyear", 5.190175207928333),
("named-day<time-of-day> - <time-of-day> (interval)",
5.190175207928333),
("on <date>named-month", 5.190175207928333),
("absorption of , after named daynamed-month",
4.091562919260224),
("intersect<day-of-month>(ordinal) <named-month>",
4.497028027368389),
("named-dayafter <time-of-day>", 4.7847100998201695),
("named-dayfrom <datetime> - <datetime> (interval)",
4.7847100998201695),
("<hour-of-day> <integer> (as relative minutes)named-month",
5.190175207928333),
("named-dayfrom <time-of-day> - <time-of-day> (interval)",
4.497028027368389),
("<day-of-month> (ordinal)named-day", 4.497028027368389),
("at <time-of-day>intersect", 4.091562919260224),
("on <date>from <time-of-day> - <time-of-day> (interval)",
4.7847100998201695),
("dayminute", 2.992950630592114),
("on <date>from <datetime> - <datetime> (interval)",
5.190175207928333),
("minuteday", 2.194442934374343),
("named-daybetween <time-of-day> and <time-of-day> (interval)",
5.190175207928333),
("at <time-of-day>intersect by ','", 4.497028027368389),
("<time-of-day> am|pmnamed-day", 4.7847100998201695),
("named-daybetween <datetime> and <datetime> (interval)",
5.190175207928333),
("at <time-of-day>absorption of , after named day",
5.190175207928333),
("named-month<day-of-month> (non ordinal) <named-month>",
4.7847100998201695),
("year<time> <part-of-day>", 5.190175207928333),
("intersect<day-of-month> (ordinal)", 4.497028027368389),
("<day-of-month> (ordinal)intersect by 'of', 'from', 's",
4.7847100998201695),
("<named-month> <day-of-month> (non ordinal)named-month",
4.7847100998201695),
("intersectintersect", 4.497028027368389),
("<day-of-month> (ordinal)named-month", 4.497028027368389),
("until <time-of-day>named-month", 5.190175207928333),
("after <time-of-day>year", 5.190175207928333),
("on <date>after <time-of-day>", 5.190175207928333),
("tomorrownoon", 5.190175207928333)],
n = 108}}),
("<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 = 1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
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 = 0.5108256237659907,
unseen = 2.5649493574615367,
likelihoods =
HashMap.fromList
[("minuteminute", 1.3862943611198906),
("time-of-day (latent)time-of-day (latent)",
1.791759469228055),
("hh:mmhh:mm", 1.3862943611198906),
("hourhour", 1.791759469228055)],
n = 3},
koData =
ClassData{prior = 0.916290731874155, unseen = 2.3978952727983707,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", 1.2039728043259361),
("minutehour", 1.2039728043259361)],
n = 2}}),
("after 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}}),
("next <cycle>",
Classifier{okData =
ClassData{prior = 0.15415067982725836,
unseen = 3.044522437723423,
likelihoods =
HashMap.fromList
[("week", 1.6094379124341003),
("month (grain)", 2.3025850929940455),
("year (grain)", 2.3025850929940455),
("week (grain)", 1.6094379124341003),
("quarter", 2.3025850929940455), ("year", 2.3025850929940455),
("month", 2.3025850929940455),
("quarter (grain)", 2.3025850929940455)],
n = 6},
koData =
ClassData{prior = 1.9459101490553135,
unseen = 2.3978952727983707,
likelihoods =
HashMap.fromList
[("week", 1.6094379124341003),
("week (grain)", 1.6094379124341003)],
n = 1}}),
("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 = 0.5596157879354228, unseen = 2.70805020110221,
likelihoods =
HashMap.fromList
[("minuteminute", 1.252762968495368),
("time-of-day (latent)time-of-day (latent)",
1.9459101490553135),
("hh:mmhh:mm", 1.252762968495368),
("hourhour", 1.9459101490553135)],
n = 4},
koData =
ClassData{prior = 0.8472978603872037,
unseen = 2.5649493574615367,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", 1.0986122886681098),
("minutehour", 1.0986122886681098)],
n = 3}}),
("year (latent)",
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)", 0.0)],
n = 1}}),
("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}}),
("couple",
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}}),
("yesterday",
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}}),
("<ordinal> quarter <year>",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.6094379124341003,
likelihoods =
HashMap.fromList
[("quarteryear", 0.6931471805599453),
("ordinal (digits)quarter (grain)year", 0.6931471805599453)],
n = 1},
koData =
ClassData{prior = infinity, unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("after lunch",
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}}),
("quarter to|till|before <integer> (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}}),
("Allerheiligen",
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}}),
("the <day-of-month> (non ordinal)",
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)", 0.0)],
n = 1}}),
("named-month",
Classifier{okData =
ClassData{prior = 0.0, unseen = 3.891820298110627,
likelihoods = HashMap.fromList [("", 0.0)], n = 47},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("week (grain)",
Classifier{okData =
ClassData{prior = 0.0, unseen = 3.332204510175204,
likelihoods = HashMap.fromList [("", 0.0)], n = 26},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<part-of-day> of <time>",
Classifier{okData =
ClassData{prior = 0.15415067982725836,
unseen = 2.9444389791664407,
likelihoods =
HashMap.fromList
[("hourday", 0.9444616088408514),
("morning<day-of-month>(ordinal) <named-month>",
1.791759469228055),
("morningintersect", 1.791759469228055),
("morning<day-of-month> (ordinal)", 1.791759469228055)],
n = 6},
koData =
ClassData{prior = 1.9459101490553135,
unseen = 2.1972245773362196,
likelihoods =
HashMap.fromList
[("hourhour", 1.3862943611198906),
("morningtime-of-day (latent)", 1.3862943611198906)],
n = 1}}),
("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}}),
("now",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("half <integer> (german style hour-of-day)",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.4849066497880004,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clock", 1.7047480922384253),
("time-of-day (latent)", 1.0116009116784799),
("hour", 0.7884573603642702)],
n = 4},
koData =
ClassData{prior = infinity, unseen = 1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("this <part-of-day>",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.9459101490553135,
likelihoods =
HashMap.fromList
[("hour", 0.6931471805599453),
("evening", 0.6931471805599453)],
n = 2},
koData =
ClassData{prior = infinity, unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("<day-of-month>(ordinal) <named-month>",
Classifier{okData =
ClassData{prior = 0.2231435513142097, unseen = 3.332204510175204,
likelihoods =
HashMap.fromList
[("ordinal (digits)named-month", 0.8109302162163288),
("month", 0.7308875085427924),
("ordinals (first..19th)named-month", 2.6026896854443837)],
n = 12},
koData =
ClassData{prior = 1.6094379124341003,
unseen = 2.3025850929940455,
likelihoods =
HashMap.fromList
[("ordinal (digits)named-month", 0.8109302162163288),
("month", 0.8109302162163288)],
n = 3}}),
("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 = 2.1972245773362196,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 7}}),
("in|during the <part-of-day>",
Classifier{okData =
ClassData{prior = 6.0624621816434854e-2,
unseen = 3.6375861597263857,
likelihoods =
HashMap.fromList
[("after lunch", 1.6650077635889111),
("afternoon", 1.5314763709643884),
("hour", 0.7777045685880083), ("evening", 2.512305623976115),
("morning", 2.917770732084279)],
n = 16},
koData =
ClassData{prior = 2.833213344056216, unseen = 2.0794415416798357,
likelihoods =
HashMap.fromList
[("after lunch", 1.252762968495368),
("hour", 1.252762968495368)],
n = 1}}),
("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 = 0.13353139262452263,
unseen = 2.1972245773362196,
likelihoods = HashMap.fromList [("", 0.0)], n = 7},
koData =
ClassData{prior = 2.0794415416798357,
unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("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 = 1.9459101490553135,
likelihoods =
HashMap.fromList
[("day", 0.6931471805599453),
("named-day", 0.6931471805599453)],
n = 2},
koData =
ClassData{prior = infinity, unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("after next <time>",
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}}),
("half an hour",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("the <day-of-month> (ordinal)",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [("ordinal (digits)", 0.0)], n = 1},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("afternoon",
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}}),
("this <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = 3.044522437723423,
likelihoods =
HashMap.fromList
[("week", 1.2039728043259361),
("year (grain)", 2.3025850929940455),
("week (grain)", 1.2039728043259361),
("quarter", 2.3025850929940455), ("year", 2.3025850929940455),
("quarter (grain)", 2.3025850929940455)],
n = 7},
koData =
ClassData{prior = infinity, unseen = 1.9459101490553135,
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}}),
("about <time-of-day>",
Classifier{okData =
ClassData{prior = 0.13353139262452263,
unseen = 3.4965075614664802,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clock", 1.3862943611198906),
("time-of-day (latent)", 1.3862943611198906),
("hour", 0.7576857016975165)],
n = 14},
koData =
ClassData{prior = 2.0794415416798357,
unseen = 2.1972245773362196,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", 1.3862943611198906),
("<time-of-day> am|pm", 1.3862943611198906),
("hour", 0.9808292530117262)],
n = 2}}),
("time-of-day (latent)",
Classifier{okData =
ClassData{prior = 0.6931471805599453, unseen = 4.007333185232471,
likelihoods =
HashMap.fromList
[("integer (numeric)", 0.11778303565638351),
("integer (0..19)", 2.379546134130174)],
n = 51},
koData =
ClassData{prior = 0.6931471805599453, unseen = 4.007333185232471,
likelihoods =
HashMap.fromList
[("integer (numeric)", 0.587786664902119),
("integer (0..19)", 0.9444616088408514),
("couple", 2.890371757896165)],
n = 51}}),
("year",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.9444389791664407,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 17},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("last <day-of-week> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.3025850929940455,
likelihoods =
HashMap.fromList
[("named-daynamed-month", 1.0986122886681098),
("daymonth", 0.8109302162163288),
("named-dayintersect", 1.5040773967762742)],
n = 3},
koData =
ClassData{prior = infinity, unseen = 1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("<integer> <unit-of-duration>",
Classifier{okData =
ClassData{prior = 0.8850381883700507, unseen = 4.330733340286331,
likelihoods =
HashMap.fromList
[("week", 2.2380465718564744),
("integer (0..19)year (grain)", 3.2188758248682006),
("integer (numeric)day (grain)", 2.70805020110221),
("couplehour (grain)", 3.624340932976365),
("integer (0..19)hour (grain)", 3.2188758248682006),
("second", 3.624340932976365),
("integer (numeric)year (grain)", 3.624340932976365),
("day", 2.70805020110221), ("year", 2.9311937524164198),
("integer (numeric)week (grain)", 2.9311937524164198),
("integer (0..19)month (grain)", 3.624340932976365),
("integer (0..19)second (grain)", 3.624340932976365),
("hour", 2.70805020110221), ("month", 3.624340932976365),
("integer (numeric)minute (grain)", 2.5257286443082556),
("integer (0..19)minute (grain)", 3.624340932976365),
("minute", 2.371577964480997),
("integer (numeric)hour (grain)", 3.624340932976365),
("integer (0..19)week (grain)", 2.70805020110221)],
n = 26},
koData =
ClassData{prior = 0.5322168137473082, unseen = 4.584967478670572,
likelihoods =
HashMap.fromList
[("week", 2.62880082944807),
("integer (0..19)year (grain)", 2.9652730660692823),
("integer (numeric)day (grain)", 3.4760986898352733),
("integer (0..19)hour (grain)", 3.8815637979434374),
("second", 2.9652730660692823),
("integer (numeric)second (grain)", 3.4760986898352733),
("integer (numeric)year (grain)", 3.4760986898352733),
("day", 2.3774864011671633), ("year", 2.62880082944807),
("integer (numeric)week (grain)", 3.188416617383492),
("integer (0..19)month (grain)", 2.9652730660692823),
("integer (0..19)second (grain)", 3.4760986898352733),
("hour", 3.188416617383492), ("month", 2.62880082944807),
("integer (numeric)minute (grain)", 3.4760986898352733),
("integer (0..19)minute (grain)", 3.4760986898352733),
("integer (numeric)month (grain)", 3.4760986898352733),
("minute", 2.9652730660692823),
("coupleday (grain)", 3.4760986898352733),
("integer (numeric)hour (grain)", 3.4760986898352733),
("integer (0..19)day (grain)", 2.9652730660692823),
("integer (0..19)week (grain)", 3.188416617383492)],
n = 37}}),
("ordinals (first..19th)",
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}}),
("<time-of-day> am|pm",
Classifier{okData =
ClassData{prior = 1.845826690498331, unseen = 2.833213344056216,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", 2.0794415416798357),
("hh:mm", 2.0794415416798357),
("until <time-of-day>", 2.0794415416798357),
("hour", 1.6739764335716716), ("minute", 2.0794415416798357)],
n = 3},
koData =
ClassData{prior = 0.17185025692665928,
unseen = 3.7612001156935624,
likelihoods =
HashMap.fromList
[("at <time-of-day>", 2.3513752571634776),
("<time-of-day> o'clock", 2.3513752571634776),
("half <integer> (german style hour-of-day)",
3.044522437723423),
("about <time-of-day>", 3.044522437723423),
("time-of-day (latent)", 2.128231705849268),
("hh:mm", 2.3513752571634776), ("hour", 1.4350845252893227),
("minute", 1.6582280766035324),
("<hour-of-day> <integer> (as relative minutes)",
3.044522437723423)],
n = 16}}),
("<duration> after <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.0794415416798357,
likelihoods =
HashMap.fromList
[("a <unit-of-duration>christmas", 1.252762968495368),
("<integer> <unit-of-duration>christmas", 1.252762968495368),
("yearday", 0.8472978603872037)],
n = 2},
koData =
ClassData{prior = infinity, unseen = 1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("relative minutes after|past <integer> (hour-of-day)",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.0794415416798357,
likelihoods =
HashMap.fromList
[("hour", 0.8472978603872037),
("integer (numeric)time-of-day (latent)", 1.252762968495368),
("integer (20..90)time-of-day (latent)", 1.252762968495368)],
n = 2},
koData =
ClassData{prior = infinity, unseen = 1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("a <unit-of-duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = 3.1354942159291497,
likelihoods =
HashMap.fromList
[("week", 1.9924301646902063),
("hour (grain)", 2.3978952727983707),
("year (grain)", 2.3978952727983707),
("second", 2.3978952727983707),
("week (grain)", 1.9924301646902063),
("minute (grain)", 2.3978952727983707),
("year", 2.3978952727983707),
("second (grain)", 2.3978952727983707),
("hour", 2.3978952727983707), ("minute", 2.3978952727983707)],
n = 6},
koData =
ClassData{prior = infinity, unseen = 2.3978952727983707,
likelihoods = HashMap.fromList [], n = 0}}),
("hh:mm",
Classifier{okData =
ClassData{prior = 0.12136085700426748,
unseen = 3.4965075614664802,
likelihoods = HashMap.fromList [("", 0.0)], n = 31},
koData =
ClassData{prior = 2.169053700369523, unseen = 1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),
("quarter after|past <integer> (hour-of-day)",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.3025850929940455,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clock", 1.5040773967762742),
("time-of-day (latent)", 1.0986122886681098),
("hour", 0.8109302162163288)],
n = 3},
koData =
ClassData{prior = infinity, unseen = 1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("named-day",
Classifier{okData =
ClassData{prior = 0.0, unseen = 4.0943445622221,
likelihoods = HashMap.fromList [("", 0.0)], n = 58},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<duration> before <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.6094379124341003,
likelihoods =
HashMap.fromList
[("<integer> <unit-of-duration>time-of-day (latent)",
0.6931471805599453),
("minutehour", 0.6931471805599453)],
n = 1},
koData =
ClassData{prior = infinity, unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("intersect by ','",
Classifier{okData =
ClassData{prior = 0.2531958963806117, unseen = 4.962844630259907,
likelihoods =
HashMap.fromList
[("dayhour", 2.7586024802650413),
("named-day<day-of-month> (ordinal)", 3.3463891451671604),
("dayday", 1.2922654114716141),
("dayyear", 4.2626798770413155),
("on <date><day-of-month>(ordinal) <named-month>",
3.857214768933151),
("named-day<named-month> <day-of-month> (non ordinal)",
3.164067588373206),
("intersect<day-of-month>(ordinal) <named-month>",
3.3463891451671604),
("named-day<day-of-month>(ordinal) <named-month> year",
3.857214768933151),
("named-dayintersect", 1.9113046198778378),
("on <date>intersect", 3.857214768933151),
("on <date><day-of-month> (ordinal)", 3.857214768933151),
("named-daymm/dd/yyyy", 3.857214768933151),
("minuteday", 2.390877700139724),
("named-daymm/dd", 3.857214768933151),
("intersect<day-of-month> (ordinal)", 3.3463891451671604),
("intersectintersect", 3.3463891451671604),
("named-day<day-of-month>(ordinal) <named-month>",
3.3463891451671604),
("named-daythe <day-of-month> (ordinal)", 4.2626798770413155),
("<named-month> <day-of-month> (non ordinal)year",
4.2626798770413155)],
n = 59},
koData =
ClassData{prior = 1.497519996230115, unseen = 4.07753744390572,
likelihoods =
HashMap.fromList
[("named-daynamed-month", 2.268683541318364),
("daymonth", 2.268683541318364),
("named-dayhh:mm", 2.9618307218783095),
("dayday", 3.367295829986474),
("intersect<day-of-month>(ordinal) <named-month>",
2.6741486494265287),
("dayminute", 2.9618307218783095),
("minuteday", 1.7578579175523736),
("intersect<day-of-month> (ordinal)", 2.6741486494265287),
("intersectintersect", 2.6741486494265287),
("named-daythe <day-of-month> (non ordinal)",
3.367295829986474)],
n = 17}}),
("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}}),
("intersect by 'of', 'from', 's",
Classifier{okData =
ClassData{prior = 0.45198512374305727,
unseen = 4.143134726391533,
likelihoods =
HashMap.fromList
[("named-daynamed-month", 3.028522096376982),
("daymonth", 2.181224235989778),
("named-daylast <cycle>", 3.4339872044851463),
("on <date>hh:mm", 3.4339872044851463),
("named-dayhh:mm", 3.028522096376982),
("dayday", 2.517696472610991),
("intersectnamed-month", 3.028522096376982),
("absorption of , after named day<day-of-month>(ordinal) <named-month>",
3.4339872044851463),
("absorption of , after named day<day-of-month>(ordinal) <named-month> year",
3.4339872044851463),
("named-day<time-of-day> - <time-of-day> (interval)",
3.028522096376982),
("named-day<datetime> - <datetime> (interval)",
3.028522096376982),
("on <date><time-of-day> - <time-of-day> (interval)",
3.4339872044851463),
("on <date><datetime> - <datetime> (interval)",
3.4339872044851463),
("named-daynext <cycle>", 3.4339872044851463),
("named-dayintersect", 3.4339872044851463),
("absorption of , after named day<day-of-month> (ordinal)",
3.4339872044851463),
("dayminute", 1.824549292051046),
("absorption of , after named dayintersect",
3.4339872044851463),
("intersectintersect", 3.4339872044851463),
("dayweek", 3.028522096376982)],
n = 21},
koData =
ClassData{prior = 1.0116009116784799,
unseen = 3.8066624897703196,
likelihoods =
HashMap.fromList
[("named-daynamed-month", 2.174751721484161),
("daymonth", 1.4816045409242156),
("intersectnamed-month", 2.6855773452501515),
("named-day<time-of-day> - <time-of-day> (interval)",
2.6855773452501515),
("on <date><time-of-day> - <time-of-day> (interval)",
3.0910424533583156),
("named-dayintersect", 2.3978952727983707),
("dayminute", 2.3978952727983707)],
n = 12}}),
("<duration> ago",
Classifier{okData =
ClassData{prior = 0.0, unseen = 3.1354942159291497,
likelihoods =
HashMap.fromList
[("week", 1.4816045409242156), ("day", 1.9924301646902063),
("year", 2.3978952727983707),
("<integer> <unit-of-duration>", 1.0116009116784799),
("a <unit-of-duration>", 2.3978952727983707),
("month", 2.3978952727983707)],
n = 8},
koData =
ClassData{prior = infinity, unseen = 1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0}}),
("last <time>",
Classifier{okData =
ClassData{prior = 1.9459101490553135,
unseen = 2.1972245773362196,
likelihoods =
HashMap.fromList
[("day", 0.9808292530117262),
("named-day", 0.9808292530117262)],
n = 2},
koData =
ClassData{prior = 0.15415067982725836,
unseen = 3.367295829986474,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", 0.7672551527136672),
("hour", 0.7672551527136672)],
n = 12}}),
("EOM|End of month",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<day-of-month> (ordinal)",
Classifier{okData =
ClassData{prior = 0.3513978868378886,
unseen = 3.0910424533583156,
likelihoods =
HashMap.fromList
[("ordinals (first..19th)", 1.6582280766035324),
("ordinal (digits)", 0.2113090936672069)],
n = 19},
koData =
ClassData{prior = 1.2163953243244932,
unseen = 2.3978952727983707,
likelihoods =
HashMap.fromList
[("ordinals (first..19th)", 0.35667494393873245),
("ordinal (digits)", 1.2039728043259361)],
n = 8}}),
("noon",
Classifier{okData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = 1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),
("until <time-of-day>",
Classifier{okData =
ClassData{prior = 0.25131442828090605,
unseen = 4.060443010546419,
likelihoods =
HashMap.fromList
[("<time> <part-of-day>", 2.097141118779237),
("<time-of-day> o'clock", 2.2512917986064953),
("intersect", 3.349904087274605),
("time-of-day (latent)", 2.097141118779237),
("<time-of-day> am|pm", 3.349904087274605),
("EOM|End of month", 3.349904087274605),
("hour", 0.9985288301111273), ("month", 3.349904087274605),
("midnight|EOD|end of day", 3.349904087274605)],
n = 21},
koData =
ClassData{prior = 1.5040773967762742, unseen = 3.332204510175204,
likelihoods =
HashMap.fromList
[("intersect", 2.6026896854443837),
("<day-of-month>(ordinal) <named-month>", 2.6026896854443837),
("day", 1.6863989535702288), ("hh:mm", 2.1972245773362196),
("<day-of-month> (ordinal)", 2.6026896854443837),
("<day-of-month> (non ordinal) <named-month>",
2.6026896854443837),
("minute", 2.1972245773362196)],
n = 6}}),
("<integer> and an half hours",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [("integer (0..19)", 0.0)], n = 1},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Nikolaus",
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}}),
("evening",
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}}),
("midnight|EOD|end of 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-of-day> until",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.6094379124341003,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clock", 0.6931471805599453),
("hour", 0.6931471805599453)],
n = 1},
koData =
ClassData{prior = infinity, unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("next <time>",
Classifier{okData =
ClassData{prior = 1.466337068793427, unseen = 2.9444389791664407,
likelihoods =
HashMap.fromList
[("named-month", 2.1972245773362196),
("day", 1.0986122886681098),
("named-day", 1.0986122886681098),
("month", 2.1972245773362196)],
n = 6},
koData =
ClassData{prior = 0.262364264467491, unseen = 3.8501476017100584,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", 0.7841189587656721),
("hour", 0.7841189587656721)],
n = 20}}),
("last <cycle>",
Classifier{okData =
ClassData{prior = 0.3364722366212129,
unseen = 2.9444389791664407,
likelihoods =
HashMap.fromList
[("week", 1.5040773967762742),
("month (grain)", 2.1972245773362196),
("year (grain)", 2.1972245773362196),
("week (grain)", 1.5040773967762742),
("year", 2.1972245773362196), ("month", 2.1972245773362196)],
n = 5},
koData =
ClassData{prior = 1.252762968495368, unseen = 2.5649493574615367,
likelihoods =
HashMap.fromList
[("week", 1.791759469228055),
("week (grain)", 1.791759469228055),
("day", 1.791759469228055),
("day (grain)", 1.791759469228055)],
n = 2}}),
("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}}),
("Tag der Deutschen Einheit",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("new year's 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 n <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = 4.143134726391533,
likelihoods =
HashMap.fromList
[("week", 2.740840023925201),
("integer (0..19)year (grain)", 3.028522096376982),
("integer (numeric)day (grain)", 3.4339872044851463),
("integer (0..19)hour (grain)", 3.4339872044851463),
("second", 3.028522096376982),
("integer (numeric)second (grain)", 3.4339872044851463),
("integer (numeric)year (grain)", 3.4339872044851463),
("day", 2.3353749158170367), ("year", 2.740840023925201),
("integer (numeric)week (grain)", 3.4339872044851463),
("integer (0..19)month (grain)", 3.028522096376982),
("integer (0..19)second (grain)", 3.4339872044851463),
("hour", 3.028522096376982), ("month", 2.740840023925201),
("integer (numeric)minute (grain)", 3.4339872044851463),
("integer (0..19)minute (grain)", 3.4339872044851463),
("integer (numeric)month (grain)", 3.4339872044851463),
("minute", 3.028522096376982),
("coupleday (grain)", 3.028522096376982),
("integer (numeric)hour (grain)", 3.4339872044851463),
("integer (0..19)day (grain)", 3.028522096376982),
("integer (0..19)week (grain)", 3.028522096376982)],
n = 20},
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 = infinity, unseen = 1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = 2.5649493574615367,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", 1.0986122886681098),
("hh:mm", 1.791759469228055), ("hour", 1.0986122886681098),
("minute", 1.791759469228055)],
n = 4}}),
("in <duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = 4.07753744390572,
likelihoods =
HashMap.fromList
[("week", 2.6741486494265287),
("number.number hours", 3.367295829986474),
("second", 2.9618307218783095), ("day", 2.9618307218783095),
("half an hour", 3.367295829986474),
("year", 3.367295829986474),
("<integer> <unit-of-duration>", 1.2878542883066382),
("a <unit-of-duration>", 2.451005098112319),
("<integer> and an half hours", 3.367295829986474),
("hour", 2.268683541318364), ("minute", 1.6625477377480489),
("about <duration>", 3.367295829986474)],
n = 23},
koData =
ClassData{prior = infinity, unseen = 2.5649493574615367,
likelihoods = HashMap.fromList [], n = 0}}),
("<datetime> - <datetime> (interval)",
Classifier{okData =
ClassData{prior = 0.3364722366212129,
unseen = 3.7612001156935624,
likelihoods =
HashMap.fromList
[("intersecthh:mm", 3.044522437723423),
("on <date>hh:mm", 3.044522437723423),
("minuteminute", 1.252762968495368),
("<day-of-month> (ordinal)<day-of-month> (ordinal)",
2.639057329615259),
("hh:mmhh:mm", 1.791759469228055),
("dayday", 2.128231705849268),
("<named-month> <day-of-month> (non ordinal)<named-month> <day-of-month> (non ordinal)",
2.639057329615259),
("intersect by 'of', 'from', 'shh:mm", 2.3513752571634776)],
n = 15},
koData =
ClassData{prior = 1.252762968495368, unseen = 3.2188758248682006,
likelihoods =
HashMap.fromList
[("<day-of-month> (ordinal)<day-of-month>(ordinal) <named-month>",
2.0794415416798357),
("daymonth", 2.0794415416798357),
("dayday", 1.5686159179138452),
("<day-of-month> (ordinal)intersect", 2.0794415416798357),
("<named-month> <day-of-month> (non ordinal)named-month",
2.0794415416798357)],
n = 6}}),
("<time-of-day> - <time-of-day> (interval)",
Classifier{okData =
ClassData{prior = 0.6931471805599453, unseen = 2.833213344056216,
likelihoods =
HashMap.fromList
[("minuteminute", 0.8266785731844679),
("hh:mmhh:mm", 0.8266785731844679)],
n = 6},
koData =
ClassData{prior = 0.6931471805599453, unseen = 2.833213344056216,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", 0.8266785731844679),
("minutehour", 0.8266785731844679)],
n = 6}}),
("last n <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = 3.9318256327243257,
likelihoods =
HashMap.fromList
[("week", 2.5257286443082556),
("integer (0..19)year (grain)", 2.8134107167600364),
("integer (numeric)day (grain)", 3.2188758248682006),
("second", 2.8134107167600364),
("integer (numeric)second (grain)", 3.2188758248682006),
("integer (numeric)year (grain)", 3.2188758248682006),
("day", 2.5257286443082556), ("year", 2.5257286443082556),
("integer (numeric)week (grain)", 2.8134107167600364),
("integer (0..19)month (grain)", 2.8134107167600364),
("integer (0..19)second (grain)", 3.2188758248682006),
("month", 2.5257286443082556),
("integer (numeric)minute (grain)", 3.2188758248682006),
("integer (0..19)minute (grain)", 3.2188758248682006),
("integer (numeric)month (grain)", 3.2188758248682006),
("minute", 2.8134107167600364),
("integer (0..19)day (grain)", 2.8134107167600364),
("integer (0..19)week (grain)", 3.2188758248682006)],
n = 16},
koData =
ClassData{prior = infinity, unseen = 2.9444389791664407,
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 = 0.12516314295400605,
unseen = 3.4965075614664802,
likelihoods =
HashMap.fromList
[("named-monthinteger (numeric)", 0.6931471805599453),
("month", 0.6931471805599453)],
n = 15},
koData =
ClassData{prior = 2.1400661634962708,
unseen = 1.9459101490553135,
likelihoods =
HashMap.fromList
[("named-monthinteger (numeric)", 0.6931471805599453),
("month", 0.6931471805599453)],
n = 2}}),
("<day-of-month> (non ordinal) <named-month>",
Classifier{okData =
ClassData{prior = 1.0986122886681098,
unseen = 1.9459101490553135,
likelihoods =
HashMap.fromList
[("integer (numeric)named-month", 0.6931471805599453),
("month", 0.6931471805599453)],
n = 2},
koData =
ClassData{prior = 0.40546510810816444,
unseen = 2.3978952727983707,
likelihoods =
HashMap.fromList
[("integer (numeric)named-month", 0.6931471805599453),
("month", 0.6931471805599453)],
n = 4}}),
("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}}),
("<time-of-day> after",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.6094379124341003,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clock", 0.6931471805599453),
("hour", 0.6931471805599453)],
n = 1},
koData =
ClassData{prior = infinity, unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("ordinal (digits)",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.995732273553991,
likelihoods = HashMap.fromList [("", 0.0)], n = 18},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("quarter (grain)",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = infinity, unseen = 0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("last <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 = 2.3978952727983707,
likelihoods =
HashMap.fromList
[("ordinal (digits)named-month", 0.6931471805599453),
("month", 0.6931471805599453)],
n = 4},
koData =
ClassData{prior = infinity, unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("morning",
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}}),
("week-end",
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}}),
("after <time-of-day>",
Classifier{okData =
ClassData{prior = 0.4700036292457356, unseen = 3.367295829986474,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clock", 1.540445040947149),
("time-of-day (latent)", 1.540445040947149),
("hour", 0.9343092373768334)],
n = 10},
koData =
ClassData{prior = 0.9808292530117262, unseen = 3.044522437723423,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clock", 2.3025850929940455),
("intersect", 2.3025850929940455),
("day", 1.6094379124341003),
("time-of-day (latent)", 2.3025850929940455),
("hh:mm", 2.3025850929940455), ("hour", 1.8971199848858813),
("christmas", 1.8971199848858813),
("minute", 2.3025850929940455)],
n = 6}}),
("day (grain)",
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}}),
("<month> dd-dd (interval)",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.3978952727983707,
likelihoods =
HashMap.fromList
[("named-month", 0.6931471805599453),
("month", 0.6931471805599453)],
n = 4},
koData =
ClassData{prior = infinity, unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("about <duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.6094379124341003,
likelihoods =
HashMap.fromList
[("half an hour", 0.6931471805599453),
("minute", 0.6931471805599453)],
n = 1},
koData =
ClassData{prior = infinity, unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("<hour-of-day> <integer> (as relative minutes)",
Classifier{okData =
ClassData{prior = 0.3364722366212129, unseen = 2.772588722239781,
likelihoods =
HashMap.fromList
[("hour", 0.916290731874155),
("at <time-of-day>integer (numeric)", 2.0149030205422647),
("<time-of-day> o'clockinteger (numeric)",
1.0986122886681098)],
n = 5},
koData =
ClassData{prior = 1.252762968495368, unseen = 2.3025850929940455,
likelihoods =
HashMap.fromList
[("time-of-day (latent)integer (0..19)", 1.5040773967762742),
("time-of-day (latent)integer (numeric)", 1.5040773967762742),
("hour", 1.0986122886681098)],
n = 2}}),
("this <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = 2.639057329615259,
likelihoods =
HashMap.fromList
[("season", 1.466337068793427), ("day", 1.1786549963416462),
("named-day", 1.8718021769015913),
("hour", 1.8718021769015913),
("week-end", 1.8718021769015913)],
n = 4},
koData =
ClassData{prior = infinity, unseen = 1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("within <duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = 1.9459101490553135,
likelihoods =
HashMap.fromList
[("week", 0.6931471805599453),
("<integer> <unit-of-duration>", 0.6931471805599453)],
n = 2},
koData =
ClassData{prior = infinity, unseen = 1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("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}})]