Duckling/Ranking/Classifiers/RU_XX.hs (1,373 lines of code) (raw):
-- Copyright (c) 2016-present, Facebook, Inc.
-- All rights reserved.
--
-- This source code is licensed under the BSD-style license found in the
-- LICENSE file in the root directory of this source tree. An additional grant
-- of patent rights can be found in the PATENTS file in the same directory.
-----------------------------------------------------------------
-- Auto-generated by regenClassifiers
--
-- DO NOT EDIT UNLESS YOU ARE SURE THAT YOU KNOW WHAT YOU ARE DOING
-- @generated
-----------------------------------------------------------------
{-# LANGUAGE OverloadedStrings #-}
module Duckling.Ranking.Classifiers.RU_XX (classifiers) where
import Data.String
import Prelude
import qualified Data.HashMap.Strict as HashMap
import Duckling.Ranking.Types
classifiers :: Classifiers
classifiers
= HashMap.fromList
[("midnight",
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}}),
("week",
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}}),
("\1055\1086\1085\1077\1076\1077\1083\1100\1085\1080\1082",
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}}),
("<time> timezone",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("hh:mm", -0.6931471805599453),
("minute", -0.6931471805599453)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.7865811872060422, unseen = -4.59511985013459,
likelihoods = HashMap.fromList [("", 0.0)], n = 97},
koData =
ClassData{prior = -0.6077019746030605, unseen = -4.770684624465665,
likelihoods = HashMap.fromList [("", 0.0)], n = 116}}),
("\1057\1088\1077\1076\1072",
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 (3..19)",
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}}),
("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}}),
("\1087\1086\1079\1072\1087\1086\1079\1072\1074\1095\1077\1088\1072",
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 = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6}}),
("\1074\1095\1077\1088\1072",
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 = -0.1568424714929697, unseen = -4.919980925828125,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clockmorning", -3.8140425970679424),
("until <time-of-day>afternoon", -4.219507705176107),
("dayhour", -2.966744736680739),
("on <date>evening", -4.219507705176107),
("at <time-of-day>evening", -4.219507705176107),
("intersect by ','evening", -3.8140425970679424),
("intersectevening", -2.4277482359480516),
("hourhour", -1.1514547700424895),
("\1079\1072\1074\1090\1088\1072lunch", -4.219507705176107),
("on <date>afternoon", -3.3032169733019514),
("at <time-of-day>afternoon", -3.3032169733019514),
("<time-of-day> o'clockafternoon", -2.4277482359480516),
("until <time-of-day>morning", -4.219507705176107),
("minutehour", -3.120895416507997),
("time-of-day (latent)morning", -4.219507705176107),
("hh:mmmorning", -4.219507705176107),
("\1074\1095\1077\1088\1072evening", -4.219507705176107),
("time-of-day (latent)evening", -4.219507705176107),
("\1079\1072\1074\1090\1088\1072evening", -4.219507705176107),
("\1089\1077\1075\1086\1076\1085\1103afternoon",
-3.8140425970679424),
("<time-of-day> o'clockevening", -3.8140425970679424),
("\1089\1077\1075\1086\1076\1085\1103evening",
-4.219507705176107),
("hh:mmnight", -4.219507705176107),
("hh:mmafternoon", -4.219507705176107),
("on <date>morning", -4.219507705176107),
("at <time-of-day>morning", -4.219507705176107)],
n = 53},
koData =
ClassData{prior = -1.929909807708872, unseen = -3.891820298110627,
likelihoods =
HashMap.fromList
[("yearhour", -2.772588722239781),
("intersectevening", -2.4849066497880004),
("hourhour", -1.791759469228055),
("year (latent)afternoon", -3.1780538303479458),
("year (latent)night", -3.1780538303479458),
("time-of-day (latent)afternoon", -2.2617630984737906)],
n = 9}}),
("numbers prefix with -, minus",
Classifier{okData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -3.2188758248682006,
likelihoods =
HashMap.fromList
[("integer (numeric)", -0.4700036292457356),
("decimal number", -0.9808292530117262)],
n = 22}}),
("mm/dd",
Classifier{okData =
ClassData{prior = -0.7801585575495751,
unseen = -2.5649493574615367,
likelihoods = HashMap.fromList [("", 0.0)], n = 11},
koData =
ClassData{prior = -0.6131044728864089, unseen = -2.70805020110221,
likelihoods = HashMap.fromList [("", 0.0)], n = 13}}),
("at <time-of-day>",
Classifier{okData =
ClassData{prior = -8.004270767353637e-2,
unseen = -4.382026634673881,
likelihoods =
HashMap.fromList
[("midnight", -3.676300671907076),
("<time-of-day> o'clock", -1.8044984950054848),
("time-of-day (latent)", -1.3737155789130304),
("hh:mm", -2.9831534913471307), ("noon", -3.676300671907076),
("hour", -0.84308732785086), ("minute", -2.9831534913471307)],
n = 36},
koData =
ClassData{prior = -2.5649493574615367, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -1.1786549963416462),
("hour", -1.1786549963416462)],
n = 3}}),
("absorption of , after named day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.2188758248682006,
likelihoods =
HashMap.fromList
[("\1055\1086\1085\1077\1076\1077\1083\1100\1085\1080\1082",
-2.0794415416798357),
("\1057\1088\1077\1076\1072", -2.0794415416798357),
("\1042\1086\1089\1082\1088\1077\1089\1077\1085\1100\1077",
-2.4849066497880004),
("day", -0.8754687373538999),
("\1057\1091\1073\1073\1086\1090\1072", -2.4849066497880004),
("\1055\1103\1090\1085\1080\1094\1072", -1.791759469228055)],
n = 9},
koData =
ClassData{prior = -infinity, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0}}),
("on <date>",
Classifier{okData =
ClassData{prior = -1.5748356968139168e-2,
unseen = -4.990432586778736,
likelihoods =
HashMap.fromList
[("midnight", -4.290459441148391),
("\1055\1086\1085\1077\1076\1077\1083\1100\1085\1080\1082",
-4.290459441148391),
("<time> <part-of-day>", -3.0376964726530233),
("<time-of-day> o'clock", -2.4186572642467996),
("<ordinal> quarter", -4.290459441148391),
("intersect", -2.4186572642467996),
("<day-of-month>(ordinal) <named-month>", -3.884994333040227),
("day", -2.039167642541896), ("quarter", -4.290459441148391),
("time-of-day (latent)", -2.2755564206061263),
("\1057\1091\1073\1073\1086\1090\1072", -3.884994333040227),
("hh:mm", -3.597312260588446),
("\1042\1090\1086\1088\1085\1080\1082", -4.290459441148391),
("\1055\1103\1090\1085\1080\1094\1072", -4.290459441148391),
("<day-of-month> (ordinal)", -3.884994333040227),
("noon", -4.290459441148391), ("hour", -1.2700345550040286),
("this|next <day-of-week>", -3.597312260588446),
("<day-of-month>(ordinal) <named-month> year",
-4.290459441148391),
("minute", -3.3741687092742363)],
n = 63},
koData =
ClassData{prior = -4.1588830833596715,
unseen = -3.1354942159291497,
likelihoods =
HashMap.fromList
[("day", -2.3978952727983707),
("<day-of-month> (ordinal)", -2.3978952727983707)],
n = 1}}),
("\1050\1086\1085\1077\1094 \1084\1077\1089\1103\1094\1072",
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}}),
("\1074\1077\1089\1085\1072",
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 1",
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}}),
("between <time-of-day> and <time-of-day> (interval)",
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)time-of-day (latent)",
-0.6931471805599453),
("hourhour", -0.6931471805599453)],
n = 1}}),
("month (grain)",
Classifier{okData =
ClassData{prior = -8.004270767353637e-2,
unseen = -2.639057329615259,
likelihoods = HashMap.fromList [("", 0.0)], n = 12},
koData =
ClassData{prior = -2.5649493574615367,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("<time-of-day> o'clock",
Classifier{okData =
ClassData{prior = -0.12629372532429212,
unseen = -4.709530201312334,
likelihoods =
HashMap.fromList
[("at <time-of-day>", -2.1355310083308794),
("on <date>", -2.1355310083308794),
("time-of-day (latent)", -1.5649861498632667),
("until <time-of-day>", -3.3141860046725258),
("hour", -0.7301884522402944),
("after <time-of-day>", -3.3141860046725258)],
n = 52},
koData =
ClassData{prior = -2.1316272948504063, unseen = -3.044522437723423,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -0.916290731874155),
("hour", -0.916290731874155)],
n = 7}}),
("\1053\1086\1074\1099\1081 \1075\1086\1076",
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}}),
("\1087\1086\1079\1072\1074\1095\1077\1088\1072",
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}}),
("\1083\1077\1090\1086",
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}}),
("hour (grain)",
Classifier{okData =
ClassData{prior = -1.580450375560848, unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [("", 0.0)], n = 7},
koData =
ClassData{prior = -0.23052365861183238,
unseen = -3.367295829986474,
likelihoods = HashMap.fromList [("", 0.0)], n = 27}}),
("<ordinal> quarter",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("quarter", -0.6931471805599453),
("ordinals (first..20th, then 30th, 40th, ..., 100th)quarter (grain)",
-0.6931471805599453)],
n = 2},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("quarter", -0.6931471805599453),
("ordinals (first..20th, then 30th, 40th, ..., 100th)quarter (grain)",
-0.6931471805599453)],
n = 2}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.16799173123912972,
unseen = -6.028278520230698,
likelihoods =
HashMap.fromList
[("\1089\1077\1075\1086\1076\1085\1103on <date>",
-4.639571612705423),
("<day-of-month> (ordinal)\1040\1074\1075\1091\1089\1090",
-5.332718793265369),
("hourday", -4.079955824770001),
("<datetime> - <datetime> (interval)year", -5.332718793265369),
("\1063\1077\1090\1074\1077\1088\1075<time> timezone",
-4.927253685157205),
("hh:mm<part-of-day> of <time>", -4.416428061391214),
("dayhour", -2.1757183721152558),
("daymonth", -2.336986519711378),
("monthyear", -3.627970701026944),
("yearhour", -5.332718793265369),
("intersect<time-of-day> o'clock", -4.416428061391214),
("absorption of , after named daymm/dd/yyyy",
-5.332718793265369),
("intersect<time> <part-of-day>", -4.416428061391214),
("intersect by ','year", -4.927253685157205),
("<day-of-month> (ordinal)\1060\1077\1074\1088\1072\1083\1100",
-3.253277251585533),
("on <date><time-of-day> o'clock", -4.927253685157205),
("<day-of-month> (ordinal)\1054\1082\1090\1103\1073\1088\1100",
-4.927253685157205),
("mm/dd<time-of-day> o'clock", -4.927253685157205),
("on <date>at <time-of-day>", -4.639571612705423),
("\1079\1072\1074\1090\1088\1072on <date>", -5.332718793265369),
("dayday", -3.317815772723104),
("at <time-of-day>\1079\1072\1074\1090\1088\1072",
-5.332718793265369),
("mm/ddat <time-of-day>", -4.927253685157205),
("<day-of-month> (ordinal)intersect", -3.828641396489095),
("on <date>\1079\1072\1074\1090\1088\1072", -5.332718793265369),
("hh:mmintersect by ','", -5.332718793265369),
("<day-of-month> (ordinal)\1040\1087\1088\1077\1083\1100",
-5.332718793265369),
("<day-of-month> (ordinal)\1052\1072\1088\1090",
-4.079955824770001),
("intersect<day-of-month> (non ordinal) <named-month>",
-4.927253685157205),
("dayyear", -2.560130071025588),
("<day-of-month> (non ordinal) <named-month>intersect",
-5.332718793265369),
("<day-of-month>(ordinal) <named-month>year",
-3.828641396489095),
("\1053\1086\1103\1073\1088\1100year", -5.332718793265369),
("absorption of , after named day<day-of-month>(ordinal) <named-month>",
-5.332718793265369),
("minutehour", -4.079955824770001),
("absorption of , after named day<day-of-month> (non ordinal) <named-month>",
-3.9464244321454784),
("\1089\1077\1075\1086\1076\1085\1103<time> <part-of-day>",
-4.927253685157205),
("<day-of-month> (ordinal)\1052\1072\1081", -5.332718793265369),
("\1089\1077\1075\1086\1076\1085\1103at <time-of-day>",
-4.416428061391214),
("hh:mmintersect", -5.332718793265369),
("\1054\1082\1090\1103\1073\1088\1100year", -4.639571612705423),
("on <date>\1060\1077\1074\1088\1072\1083\1100",
-5.332718793265369),
("intersect by ','intersect", -5.332718793265369),
("absorption of , after named day<day-of-month> (ordinal)",
-5.332718793265369),
("dayminute", -4.416428061391214),
("<time> <part-of-day>intersect", -5.332718793265369),
("intersect by ','\1060\1077\1074\1088\1072\1083\1100",
-5.332718793265369),
("intersectyear", -3.5409593240373143),
("\1040\1087\1088\1077\1083\1100year", -5.332718793265369),
("on <date>intersect", -5.332718793265369),
("minuteday", -4.079955824770001),
("absorption of , after named dayintersect", -4.23410650459726),
("\1079\1072\1074\1090\1088\1072<time-of-day> o'clock",
-4.927253685157205),
("intersect\1060\1077\1074\1088\1072\1083\1100",
-5.332718793265369),
("year<time-of-day> o'clock", -5.332718793265369),
("<time-of-day> o'clock\1079\1072\1074\1090\1088\1072",
-4.639571612705423),
("\1057\1091\1073\1073\1086\1090\1072on <date>",
-5.332718793265369),
("intersect by ','<time> <part-of-day>", -5.332718793265369),
("\1057\1091\1073\1073\1086\1090\1072at <time-of-day>",
-4.639571612705423),
("<time> <part-of-day>intersect by ','", -5.332718793265369),
("<time> <part-of-day>\1057\1091\1073\1073\1086\1090\1072",
-5.332718793265369),
("\1042\1090\1086\1088\1085\1080\1082next <cycle>",
-5.332718793265369),
("mm/ddyear", -4.927253685157205),
("intersect by ','<time-of-day> o'clock", -5.332718793265369),
("absorption of , after named daymm/dd", -5.332718793265369),
("mm/ddon <date>", -5.332718793265369),
("<time> <part-of-day>absorption of , after named day",
-5.332718793265369),
("on <date>year", -4.927253685157205),
("intersectintersect", -5.332718793265369),
("<part-of-day> of <time><day-of-month> (non ordinal) <named-month>",
-5.332718793265369),
("\1057\1091\1073\1073\1086\1090\1072<time-of-day> o'clock",
-4.927253685157205),
("on <date>on <date>", -5.332718793265369),
("dayweek", -5.332718793265369),
("\1079\1072\1074\1090\1088\1072at <time-of-day>",
-4.927253685157205),
("\1052\1072\1081year", -5.332718793265369),
("on <date>\1052\1072\1088\1090", -5.332718793265369),
("\1089\1077\1075\1086\1076\1085\1103<time-of-day> o'clock",
-4.927253685157205),
("<day-of-month> (non ordinal) <named-month>year",
-4.23410650459726),
("\1052\1072\1088\1090year", -4.416428061391214)],
n = 164},
koData =
ClassData{prior = -1.8666607774011728, unseen = -4.990432586778736,
likelihoods =
HashMap.fromList
[("dayhour", -4.290459441148391),
("daymonth", -2.7863820443721172),
("monthyear", -3.1918471524802814),
("yearhour", -4.290459441148391),
("intersect<time-of-day> o'clock", -4.290459441148391),
("intersect<time> <part-of-day>", -4.290459441148391),
("<day-of-month> (ordinal)\1060\1077\1074\1088\1072\1083\1100",
-3.3741687092742363),
("<day-of-month> (ordinal)\1054\1082\1090\1103\1073\1088\1100",
-4.290459441148391),
("monthhour", -3.597312260588446),
("hourmonth", -4.290459441148391),
("<day-of-month> (ordinal)intersect", -3.884994333040227),
("dayyear", -2.681021528714291),
("<day-of-month>(ordinal) <named-month>year",
-3.884994333040227),
("\1048\1102\1083\1100year", -3.884994333040227),
("between <time-of-day> and <time-of-day> (interval)\1048\1102\1083\1100",
-4.290459441148391),
("\1048\1102\1083\1100intersect", -4.290459441148391),
("<day-of-month> (ordinal)\1052\1072\1081", -4.290459441148391),
("\1089\1077\1075\1086\1076\1085\1103at <time-of-day>",
-4.290459441148391),
("dayminute", -3.884994333040227),
("\1063\1077\1090\1074\1077\1088\1075hh:mm",
-3.884994333040227),
("intersectyear", -3.884994333040227),
("\1040\1087\1088\1077\1083\1100year", -4.290459441148391),
("year<time> <part-of-day>", -4.290459441148391),
("mm/ddyear", -3.1918471524802814),
("\1052\1072\1088\1090year", -3.884994333040227)],
n = 30}}),
("\1040\1087\1088\1077\1083\1100",
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}}),
("\1087\1086\1089\1083\1077\1079\1072\1074\1090\1088\1072",
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}}),
("year (grain)",
Classifier{okData =
ClassData{prior = -0.10536051565782628,
unseen = -2.3978952727983707,
likelihoods = HashMap.fromList [("", 0.0)], n = 9},
koData =
ClassData{prior = -2.3025850929940455,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("next <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.295836866004329,
likelihoods =
HashMap.fromList
[("week", -1.8718021769015913),
("month (grain)", -2.159484249353372),
("year (grain)", -2.159484249353372),
("week (grain)", -1.8718021769015913),
("quarter", -2.159484249353372), ("year", -2.159484249353372),
("month", -2.159484249353372),
("quarter (grain)", -2.159484249353372)],
n = 9},
koData =
ClassData{prior = -infinity, unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [], n = 0}}),
("one <cycle> before last",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("month (grain)", -0.6931471805599453),
("month", -0.6931471805599453)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
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}}),
("mm/dd/yyyy",
Classifier{okData =
ClassData{prior = -1.0116009116784799, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -0.45198512374305727,
unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [("", 0.0)], n = 7}}),
("<ordinal> quarter <year>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("ordinals (first..20th, then 30th, 40th, ..., 100th)quarter (grain)year",
-0.6931471805599453),
("quarteryear", -0.6931471805599453)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("\1054\1082\1090\1103\1073\1088\1100",
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 21..99",
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}}),
("\1063\1077\1090\1074\1077\1088\1075",
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}}),
("\1079\1080\1084\1072",
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 = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("monthyear", -0.6931471805599453),
("ordinals (first..20th, then 30th, 40th, ..., 100th)\1052\1072\1081year",
-0.6931471805599453)],
n = 1}}),
("ordinals (first..20th, then 30th, 40th, ..., 100th)",
Classifier{okData =
ClassData{prior = -0.35667494393873245,
unseen = -2.772588722239781,
likelihoods = HashMap.fromList [("", 0.0)], n = 14},
koData =
ClassData{prior = -1.2039728043259361,
unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6}}),
("\1042\1086\1089\1082\1088\1077\1089\1077\1085\1100\1077",
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}}),
("week (grain)",
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}}),
("<part-of-day> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("hourday", -0.9555114450274363),
("nightabsorption of , after named day", -1.8718021769015913),
("night\1057\1091\1073\1073\1086\1090\1072",
-1.8718021769015913),
("nightintersect by ','", -1.8718021769015913),
("nightintersect", -1.8718021769015913)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("<day-of-month>(ordinal) <named-month>",
Classifier{okData =
ClassData{prior = -0.2076393647782445, unseen = -4.189654742026425,
likelihoods =
HashMap.fromList
[("ordinals (first..20th, then 30th, 40th, ..., 100th)\1040\1074\1075\1091\1089\1090",
-3.481240089335692),
("ordinal 21..99\1054\1082\1090\1103\1073\1088\1100",
-3.481240089335692),
("ordinal (digits)\1052\1072\1088\1090", -3.0757749812275272),
("ordinals (first..20th, then 30th, 40th, ..., 100th)\1060\1077\1074\1088\1072\1083\1100",
-2.5649493574615367),
("ordinals (first..20th, then 30th, 40th, ..., 100th)\1052\1072\1088\1090",
-2.5649493574615367),
("ordinal 21..99\1060\1077\1074\1088\1072\1083\1100",
-2.5649493574615367),
("month", -0.878550403891308),
("ordinals (first..20th, then 30th, 40th, ..., 100th)\1040\1087\1088\1077\1083\1100",
-3.481240089335692),
("ordinal (digits)\1054\1082\1090\1103\1073\1088\1100",
-3.481240089335692),
("ordinal (digits)\1060\1077\1074\1088\1072\1083\1100",
-2.094945728215801),
("ordinal 21..99\1052\1072\1081", -3.481240089335692)],
n = 26},
koData =
ClassData{prior = -1.6739764335716716, unseen = -3.258096538021482,
likelihoods =
HashMap.fromList
[("ordinals (first..20th, then 30th, 40th, ..., 100th)\1052\1072\1081",
-2.5257286443082556),
("ordinals (first..20th, then 30th, 40th, ..., 100th)\1060\1077\1074\1088\1072\1083\1100",
-1.6094379124341003),
("ordinals (first..20th, then 30th, 40th, ..., 100th)\1054\1082\1090\1103\1073\1088\1100",
-2.5257286443082556),
("month", -1.2729656758128873)],
n = 6}}),
("\1048\1102\1083\1100",
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}}),
("\1053\1086\1103\1073\1088\1100",
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}}),
("\1040\1074\1075\1091\1089\1090",
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}}),
("\1057\1077\1085\1090\1103\1073\1088\1100",
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 2",
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}}),
("afternoon",
Classifier{okData =
ClassData{prior = -0.45198512374305727,
unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [("", 0.0)], n = 7},
koData =
ClassData{prior = -1.0116009116784799, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),
("this <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("month (grain)", -1.791759469228055),
("year (grain)", -1.791759469228055),
("quarter", -1.791759469228055), ("year", -1.791759469228055),
("month", -1.791759469228055),
("quarter (grain)", -1.791759469228055)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0}}),
("minute (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}}),
("night",
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}}),
("\1079\1072\1074\1090\1088\1072",
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}}),
("time-of-day (latent)",
Classifier{okData =
ClassData{prior = -0.4372138064227446, unseen = -3.58351893845611,
likelihoods =
HashMap.fromList
[("integer (numeric)", -0.1880522315029396),
("integer (3..19)", -2.169053700369523)],
n = 31},
koData =
ClassData{prior = -1.0379876668516748,
unseen = -3.0910424533583156,
likelihoods =
HashMap.fromList
[("integer (numeric)", -0.4795730802618862),
("integer (3..19)", -1.9459101490553135),
("integer 1", -2.3513752571634776),
("integer 2", -1.9459101490553135)],
n = 17}}),
("\1087\1086\1089\1083\1077\1087\1086\1089\1083\1077\1079\1072\1074\1090\1088\1072",
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}}),
("year",
Classifier{okData =
ClassData{prior = -0.1823215567939546,
unseen = -3.0910424533583156,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 20},
koData =
ClassData{prior = -1.791759469228055, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 4}}),
("<integer> <unit-of-duration>",
Classifier{okData =
ClassData{prior = -1.213022639845854, unseen = -4.304065093204169,
likelihoods =
HashMap.fromList
[("week", -2.498699971920336),
("integer 2week (grain)", -3.597312260588446),
("integer (numeric)day (grain)", -2.681021528714291),
("integer 1hour (grain)", -3.597312260588446),
("second", -3.597312260588446),
("integer 2hour (grain)", -3.597312260588446),
("integer (numeric)second (grain) ", -3.597312260588446),
("integer (numeric)year (grain)", -3.597312260588446),
("day", -2.681021528714291), ("year", -3.1918471524802814),
("integer (3..19)week (grain)", -3.597312260588446),
("integer (numeric)week (grain)", -2.9041650800285006),
("hour", -2.681021528714291), ("month", -3.597312260588446),
("integer (numeric)minute (grain)", -2.498699971920336),
("integer (3..19)month (grain)", -3.597312260588446),
("minute", -2.498699971920336),
("integer (numeric)hour (grain)", -3.1918471524802814),
("integer 2year (grain)", -3.597312260588446)],
n = 22},
koData =
ClassData{prior = -0.3528213746227423, unseen = -4.897839799950911,
likelihoods =
HashMap.fromList
[("week", -3.2809112157876537),
("integer 2week (grain)", -4.197201947661808),
("integer (numeric)day (grain)", -3.5040547671018634),
("integer (3..19)day (grain)", -4.197201947661808),
("integer 2minute (grain)", -4.197201947661808),
("second", -3.2809112157876537),
("integer 2month (grain)", -4.197201947661808),
("integer (3..19)second (grain) ", -4.197201947661808),
("integer (numeric)second (grain) ", -3.791736839553644),
("integer (numeric)year (grain)", -3.791736839553644),
("integer (3..19)year (grain)", -4.197201947661808),
("day", -3.0985896589936988), ("year", -3.2809112157876537),
("integer (3..19)week (grain)", -4.197201947661808),
("integer 2day (grain)", -4.197201947661808),
("integer (numeric)week (grain)", -3.791736839553644),
("integer (3..19)minute (grain)", -4.197201947661808),
("hour", -1.55814461804655), ("month", -3.2809112157876537),
("integer (numeric)minute (grain)", -3.791736839553644),
("integer 2second (grain) ", -4.197201947661808),
("integer (3..19)month (grain)", -4.197201947661808),
("integer (numeric)month (grain)", -3.791736839553644),
("integer (3..19)hour (grain)", -3.791736839553644),
("minute", -3.2809112157876537),
("integer (numeric)hour (grain)", -1.6322525902002718),
("integer 2year (grain)", -4.197201947661808)],
n = 52}}),
("\1057\1091\1073\1073\1086\1090\1072",
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}}),
("a <unit-of-duration>",
Classifier{okData =
ClassData{prior = -3.054001181677967, unseen = -3.295836866004329,
likelihoods =
HashMap.fromList
[("week", -1.8718021769015913),
("hour (grain)", -2.5649493574615367),
("second", -2.5649493574615367),
("week (grain)", -1.8718021769015913),
("second (grain) ", -2.5649493574615367),
("hour", -2.5649493574615367)],
n = 5},
koData =
ClassData{prior = -4.831857727080768e-2,
unseen = -5.389071729816501,
likelihoods =
HashMap.fromList
[("week", -2.819545705327552),
("month (grain)", -2.7454377331738304),
("hour (grain)", -1.8581345381729275),
("year (grain)", -2.9865997899907186),
("second", -3.592735593561034),
("week (grain)", -2.819545705327552),
("day", -2.819545705327552), ("quarter", -3.305053521109253),
("minute (grain)", -3.0819099697950434),
("year", -2.9865997899907186),
("second (grain) ", -3.592735593561034),
("hour", -1.8581345381729275), ("month", -2.7454377331738304),
("quarter (grain)", -3.305053521109253),
("minute", -3.0819099697950434),
("day (grain)", -2.819545705327552)],
n = 101}}),
("dd.(mm.)? - dd.mm.(yy[yy]?)? (interval)",
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}}),
("hh:mm",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.0910424533583156,
likelihoods = HashMap.fromList [("", 0.0)], n = 20},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("intersect by ','",
Classifier{okData =
ClassData{prior = 0.0, unseen = -4.02535169073515,
likelihoods =
HashMap.fromList
[("hourday", -3.3141860046725258),
("dayhour", -2.908720896564361),
("\1055\1086\1085\1077\1076\1077\1083\1100\1085\1080\1082<day-of-month> (non ordinal) <named-month>",
-2.908720896564361),
("\1055\1103\1090\1085\1080\1094\1072mm/dd",
-3.3141860046725258),
("\1057\1088\1077\1076\1072<day-of-month> (non ordinal) <named-month>",
-3.3141860046725258),
("\1057\1088\1077\1076\1072<day-of-month>(ordinal) <named-month>",
-3.3141860046725258),
("\1055\1103\1090\1085\1080\1094\1072intersect",
-2.3978952727983707),
("dayday", -1.2992829841302609),
("intersect<day-of-month> (non ordinal) <named-month>",
-2.908720896564361),
("\1057\1088\1077\1076\1072intersect", -3.3141860046725258),
("\1057\1091\1073\1073\1086\1090\1072<day-of-month> (non ordinal) <named-month>",
-3.3141860046725258),
("minuteday", -2.908720896564361),
("\1055\1103\1090\1085\1080\1094\1072mm/dd/yyyy",
-3.3141860046725258),
("\1042\1086\1089\1082\1088\1077\1089\1077\1085\1100\1077<day-of-month> (non ordinal) <named-month>",
-3.3141860046725258),
("<part-of-day> of <time><day-of-month> (non ordinal) <named-month>",
-3.3141860046725258),
("\1055\1103\1090\1085\1080\1094\1072<day-of-month> (non ordinal) <named-month>",
-2.908720896564361),
("\1057\1088\1077\1076\1072<day-of-month> (ordinal)",
-3.3141860046725258)],
n = 19},
koData =
ClassData{prior = -infinity, unseen = -2.890371757896165,
likelihoods = HashMap.fromList [], n = 0}}),
("second (grain) ",
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}}),
("\1042\1090\1086\1088\1085\1080\1082",
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}}),
("\1055\1103\1090\1085\1080\1094\1072",
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}}),
("<duration> ago",
Classifier{okData =
ClassData{prior = -0.5306282510621704, unseen = -3.295836866004329,
likelihoods =
HashMap.fromList
[("week", -1.466337068793427), ("day", -1.8718021769015913),
("year", -2.5649493574615367),
("<integer> <unit-of-duration>", -1.0608719606852628),
("a <unit-of-duration>", -2.159484249353372),
("month", -2.5649493574615367)],
n = 10},
koData =
ClassData{prior = -0.8873031950009028, unseen = -3.044522437723423,
likelihoods =
HashMap.fromList
[("week", -1.8971199848858813), ("day", -1.6094379124341003),
("year", -2.3025850929940455),
("a <unit-of-duration>", -0.916290731874155),
("month", -2.3025850929940455)],
n = 7}}),
("last <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("day", -0.6931471805599453),
("\1042\1090\1086\1088\1085\1080\1082", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("<day-of-month> (ordinal)",
Classifier{okData =
ClassData{prior = -0.325422400434628, unseen = -3.4011973816621555,
likelihoods =
HashMap.fromList
[("ordinal 21..99", -1.4213856809311607),
("ordinals (first..20th, then 30th, 40th, ..., 100th)",
-0.9694005571881036),
("ordinal (digits)", -0.9694005571881036)],
n = 26},
koData =
ClassData{prior = -1.2809338454620642, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("ordinals (first..20th, then 30th, 40th, ..., 100th)",
-0.1670540846631662)],
n = 10}}),
("noon",
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}}),
("until <time-of-day>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.332204510175204,
likelihoods =
HashMap.fromList
[("<time> <part-of-day>", -2.1972245773362196),
("\1050\1086\1085\1077\1094 \1084\1077\1089\1103\1094\1072",
-2.6026896854443837),
("<time-of-day> o'clock", -1.9095425048844386),
("time-of-day (latent)", -1.9095425048844386),
("hour", -0.9932517730102834), ("month", -2.6026896854443837),
("midnight|EOD|end of day", -2.6026896854443837)],
n = 10},
koData =
ClassData{prior = -infinity, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [], n = 0}}),
("\1060\1077\1074\1088\1072\1083\1100",
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}}),
("evening",
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}}),
("decimal number",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -3.6109179126442243,
likelihoods = HashMap.fromList [("", 0.0)], n = 35}}),
("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}}),
("last <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("month (grain)", -0.6931471805599453),
("month", -0.6931471805599453)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("next n <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.912023005428146,
likelihoods =
HashMap.fromList
[("week", -2.793208009442517),
("integer (numeric)day (grain)", -3.1986731175506815),
("integer (3..19)day (grain)", -3.1986731175506815),
("second", -2.793208009442517),
("integer (3..19)second (grain) ", -3.1986731175506815),
("integer (numeric)second (grain) ", -3.1986731175506815),
("integer (numeric)year (grain)", -3.1986731175506815),
("integer (3..19)year (grain)", -3.1986731175506815),
("day", -2.793208009442517), ("year", -2.793208009442517),
("integer (3..19)week (grain)", -3.1986731175506815),
("integer (numeric)week (grain)", -3.1986731175506815),
("integer (3..19)minute (grain)", -3.1986731175506815),
("hour", -2.793208009442517), ("month", -2.793208009442517),
("integer (numeric)minute (grain)", -3.1986731175506815),
("integer (3..19)month (grain)", -3.1986731175506815),
("integer (numeric)month (grain)", -3.1986731175506815),
("integer (3..19)hour (grain)", -3.1986731175506815),
("minute", -2.793208009442517),
("integer (numeric)hour (grain)", -3.1986731175506815)],
n = 14},
koData =
ClassData{prior = -infinity, unseen = -3.0910424533583156,
likelihoods = HashMap.fromList [], n = 0}}),
("in <duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.713572066704308,
likelihoods =
HashMap.fromList
[("week", -2.5902671654458267), ("second", -2.5902671654458267),
("day", -2.995732273553991), ("year", -2.995732273553991),
("<integer> <unit-of-duration>", -1.0498221244986778),
("a <unit-of-duration>", -2.3025850929940455),
("hour", -1.8971199848858813), ("minute", -1.8971199848858813)],
n = 16},
koData =
ClassData{prior = -infinity, unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [], n = 0}}),
("<datetime> - <datetime> (interval)",
Classifier{okData =
ClassData{prior = -0.45198512374305727,
unseen = -3.2188758248682006,
likelihoods =
HashMap.fromList
[("minuteminute", -1.791759469228055),
("hh:mmhh:mm", -1.791759469228055),
("dayday", -1.5686159179138452),
("<day-of-month> (non ordinal) <named-month><day-of-month> (non ordinal) <named-month>",
-2.0794415416798357),
("mm/ddmm/dd", -2.0794415416798357)],
n = 7},
koData =
ClassData{prior = -1.0116009116784799,
unseen = -2.9444389791664407,
likelihoods =
HashMap.fromList
[("monthday", -1.791759469228055),
("mm/ddmm/dd/yyyy", -2.1972245773362196),
("\1048\1102\1083\1100<day-of-month> (non ordinal) <named-month>",
-2.1972245773362196),
("\1040\1074\1075\1091\1089\1090<day-of-month> (non ordinal) <named-month>",
-2.1972245773362196),
("dayday", -1.791759469228055),
("mm/ddintersect", -2.1972245773362196)],
n = 4}}),
("\1089\1077\1075\1086\1076\1085\1103",
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}}),
("<time-of-day> - <time-of-day> (interval)",
Classifier{okData =
ClassData{prior = -0.15415067982725836,
unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -1.6739764335716716),
("minuteminute", -1.1631508098056809),
("hh:mmhh:mm", -1.1631508098056809),
("minutehour", -1.6739764335716716)],
n = 6},
koData =
ClassData{prior = -1.9459101490553135,
unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -1.0986122886681098),
("minutehour", -1.0986122886681098)],
n = 1}}),
("last n <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.7612001156935624,
likelihoods =
HashMap.fromList
[("week", -2.639057329615259),
("integer 2week (grain)", -3.044522437723423),
("integer (numeric)day (grain)", -3.044522437723423),
("integer 2minute (grain)", -3.044522437723423),
("second", -2.639057329615259),
("integer 2month (grain)", -3.044522437723423),
("integer (numeric)second (grain) ", -3.044522437723423),
("integer (numeric)year (grain)", -3.044522437723423),
("day", -2.639057329615259), ("year", -2.639057329615259),
("integer 2day (grain)", -3.044522437723423),
("integer (numeric)week (grain)", -3.044522437723423),
("month", -2.639057329615259),
("integer (numeric)minute (grain)", -3.044522437723423),
("integer 2second (grain) ", -3.044522437723423),
("integer (numeric)month (grain)", -3.044522437723423),
("minute", -2.639057329615259),
("integer 2year (grain)", -3.044522437723423)],
n = 12},
koData =
ClassData{prior = -infinity, unseen = -2.9444389791664407,
likelihoods = HashMap.fromList [], n = 0}}),
("<day-of-month> (non ordinal) <named-month>",
Classifier{okData =
ClassData{prior = -9.53101798043249e-2,
unseen = -3.871201010907891,
likelihoods =
HashMap.fromList
[("integer (numeric)\1052\1072\1088\1090", -2.463853240590168),
("integer (numeric)\1048\1102\1083\1100", -2.2407096892759584),
("integer (numeric)\1057\1077\1085\1090\1103\1073\1088\1100",
-3.1570004211501135),
("integer (numeric)\1040\1074\1075\1091\1089\1090",
-2.2407096892759584),
("integer (numeric)\1040\1087\1088\1077\1083\1100",
-3.1570004211501135),
("integer (numeric)\1060\1077\1074\1088\1072\1083\1100",
-1.7707060600302227),
("month", -0.8056251639866356)],
n = 20},
koData =
ClassData{prior = -2.3978952727983707,
unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("integer (numeric)\1048\1102\1083\1100", -1.2992829841302609),
("month", -1.2992829841302609)],
n = 2}}),
("this|next <day-of-week>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("\1055\1086\1085\1077\1076\1077\1083\1100\1085\1080\1082",
-1.9459101490553135),
("\1057\1088\1077\1076\1072", -1.252762968495368),
("day", -0.8472978603872037),
("\1042\1090\1086\1088\1085\1080\1082", -1.9459101490553135)],
n = 5},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("ordinal (digits)",
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}}),
("quarter (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}}),
("\1052\1072\1088\1090",
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}}),
("<day-of-month>(ordinal) <named-month> year",
Classifier{okData =
ClassData{prior = -0.2231435513142097, unseen = -3.258096538021482,
likelihoods =
HashMap.fromList
[("ordinal 21..99\1054\1082\1090\1103\1073\1088\1100",
-2.5257286443082556),
("ordinal (digits)\1052\1072\1088\1090", -2.5257286443082556),
("ordinals (first..20th, then 30th, 40th, ..., 100th)\1052\1072\1088\1090",
-1.8325814637483102),
("month", -1.0216512475319814),
("ordinals (first..20th, then 30th, 40th, ..., 100th)\1040\1087\1088\1077\1083\1100",
-2.5257286443082556),
("ordinal (digits)\1054\1082\1090\1103\1073\1088\1100",
-2.5257286443082556),
("ordinal 21..99\1052\1072\1081", -2.5257286443082556)],
n = 8},
koData =
ClassData{prior = -1.6094379124341003, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("ordinals (first..20th, then 30th, 40th, ..., 100th)\1052\1072\1081",
-1.8718021769015913),
("ordinals (first..20th, then 30th, 40th, ..., 100th)\1054\1082\1090\1103\1073\1088\1100",
-1.8718021769015913),
("month", -1.466337068793427)],
n = 2}}),
("\1056\1086\1078\1076\1077\1089\1090\1074\1086 \1061\1088\1080\1089\1090\1086\1074\1086",
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}}),
("morning",
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}}),
("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 = 0.0, unseen = -2.772588722239781,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clock", -1.3217558399823195),
("time-of-day (latent)", -1.3217558399823195),
("hour", -0.7621400520468967)],
n = 6},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("day (grain)",
Classifier{okData =
ClassData{prior = -0.40546510810816444,
unseen = -2.3025850929940455,
likelihoods = HashMap.fromList [("", 0.0)], n = 8},
koData =
ClassData{prior = -1.0986122886681098, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),
("\1052\1072\1081",
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}}),
("<month> dd-dd (interval)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("\1048\1102\1083\1100", -0.6931471805599453),
("month", -0.6931471805599453)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("this <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("hour", -0.6931471805599453),
("week-end", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("within <duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("week", -0.6931471805599453),
("<integer> <unit-of-duration>", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}})]