duckling-0.2.0.0: Duckling/Ranking/Classifiers/RU_XX.hs
-- 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
[("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 = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
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 = -0.8096221715563133, unseen = -4.465908118654584,
likelihoods = HashMap.fromList [("", 0.0)], n = 85},
koData =
ClassData{prior = -0.5888343339345626, unseen = -4.68213122712422,
likelihoods = HashMap.fromList [("", 0.0)], n = 106}}),
("\1057\1088\1077\1076\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 (3..19)",
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}}),
("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}}),
("\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 = -0.1941560144409575, unseen = -4.74493212836325,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clockmorning", -3.6375861597263857),
("until <time-of-day>afternoon", -4.04305126783455),
("dayhour", -2.9444389791664407),
("on <date>evening", -4.04305126783455),
("at <time-of-day>evening", -4.04305126783455),
("intersect by ','evening", -3.6375861597263857),
("intersectevening", -2.2512917986064953),
("hourhour", -1.2396908869280152),
("\1079\1072\1074\1090\1088\1072lunch", -4.04305126783455),
("on <date>afternoon", -3.6375861597263857),
("at <time-of-day>afternoon", -3.6375861597263857),
("<time-of-day> o'clockafternoon", -2.9444389791664407),
("until <time-of-day>morning", -4.04305126783455),
("minutehour", -2.9444389791664407),
("time-of-day (latent)morning", -4.04305126783455),
("hh:mmmorning", -4.04305126783455),
("\1074\1095\1077\1088\1072evening", -4.04305126783455),
("time-of-day (latent)evening", -4.04305126783455),
("\1079\1072\1074\1090\1088\1072evening", -4.04305126783455),
("\1089\1077\1075\1086\1076\1085\1103afternoon",
-4.04305126783455),
("<time-of-day> o'clockevening", -3.6375861597263857),
("\1089\1077\1075\1086\1076\1085\1103evening",
-4.04305126783455),
("hh:mmnight", -4.04305126783455),
("hh:mmafternoon", -4.04305126783455),
("on <date>morning", -4.04305126783455),
("at <time-of-day>morning", -4.04305126783455)],
n = 42},
koData =
ClassData{prior = -1.7346010553881064, 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 = -0.8754687373538999,
unseen = -2.4849066497880004,
likelihoods = HashMap.fromList [("", 0.0)], n = 10},
koData =
ClassData{prior = -0.5389965007326869, unseen = -2.772588722239781,
likelihoods = HashMap.fromList [("", 0.0)], n = 14}}),
("at <time-of-day>",
Classifier{okData =
ClassData{prior = -0.10536051565782628, unseen = -4.0943445622221,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clock", -1.7749523509116738),
("time-of-day (latent)", -1.3049487216659381),
("hh:mm", -2.691243082785829), ("hour", -0.8586616190375187),
("minute", -2.691243082785829)],
n = 27},
koData =
ClassData{prior = -2.3025850929940455,
unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -1.0116009116784799),
("hour", -1.0116009116784799)],
n = 3}}),
("absorption of , after named day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.1354942159291497,
likelihoods =
HashMap.fromList
[("\1055\1086\1085\1077\1076\1077\1083\1100\1085\1080\1082",
-1.9924301646902063),
("\1057\1088\1077\1076\1072", -2.3978952727983707),
("\1042\1086\1089\1082\1088\1077\1089\1077\1085\1100\1077",
-2.3978952727983707),
("day", -0.8938178760220964),
("\1057\1091\1073\1073\1086\1090\1072", -2.3978952727983707),
("\1055\1103\1090\1085\1080\1094\1072", -1.7047480922384253)],
n = 8},
koData =
ClassData{prior = -infinity, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0}}),
("on <date>",
Classifier{okData =
ClassData{prior = -2.8170876966696335e-2,
unseen = -4.406719247264253,
likelihoods =
HashMap.fromList
[("<time> <part-of-day>", -2.7850112422383386),
("<time-of-day> o'clock", -2.0918640616783932),
("intersect", -2.4485390056171257), ("day", -3.295836866004329),
("time-of-day (latent)", -1.9095425048844386),
("\1057\1091\1073\1073\1086\1090\1072", -3.7013019741124937),
("hh:mm", -3.0081547935525483), ("hour", -0.9932517730102834),
("this|next <day-of-week>", -3.7013019741124937),
("minute", -2.7850112422383386)],
n = 35},
koData =
ClassData{prior = -3.58351893845611, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("mm/dd", -1.8718021769015913), ("day", -1.8718021769015913)],
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}}),
("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 = -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}}),
("<time-of-day> o'clock",
Classifier{okData =
ClassData{prior = -0.13062018241706422,
unseen = -4.532599493153256,
likelihoods =
HashMap.fromList
[("at <time-of-day>", -2.2192034840549946),
("on <date>", -2.2192034840549946),
("time-of-day (latent)", -1.5260563034950494),
("until <time-of-day>", -3.1354942159291497),
("hour", -0.7375989431307791),
("after <time-of-day>", -3.1354942159291497)],
n = 43},
koData =
ClassData{prior = -2.1000608288825715,
unseen = -2.9444389791664407,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -0.9444616088408514),
("hour", -0.9444616088408514)],
n = 6}}),
("\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}}),
("\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 = -1.7578579175523736,
unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5},
koData =
ClassData{prior = -0.18924199963852842,
unseen = -3.258096538021482,
likelihoods = HashMap.fromList [("", 0.0)], n = 24}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.18589937814183854,
unseen = -5.545177444479562,
likelihoods =
HashMap.fromList
[("\1089\1077\1075\1086\1076\1085\1103on <date>",
-4.154969184038536),
("hourday", -3.5953533961031128),
("<datetime> - <datetime> (interval)year", -4.848116364598481),
("\1063\1077\1090\1074\1077\1088\1075<time> timezone",
-4.442651256490317),
("hh:mm<part-of-day> of <time>", -3.9318256327243257),
("dayhour", -1.7346010553881064),
("daymonth", -4.848116364598481),
("monthyear", -4.442651256490317),
("yearhour", -4.848116364598481),
("intersect<time-of-day> o'clock", -3.9318256327243257),
("absorption of , after named daymm/dd/yyyy",
-4.848116364598481),
("intersect<time> <part-of-day>", -3.9318256327243257),
("intersect by ','year", -4.442651256490317),
("on <date><time-of-day> o'clock", -4.442651256490317),
("mm/dd<time-of-day> o'clock", -4.442651256490317),
("on <date>at <time-of-day>", -4.442651256490317),
("\1079\1072\1074\1090\1088\1072on <date>", -4.848116364598481),
("dayday", -3.056356895370426),
("at <time-of-day>\1079\1072\1074\1090\1088\1072",
-4.848116364598481),
("mm/ddat <time-of-day>", -4.442651256490317),
("on <date>\1079\1072\1074\1090\1088\1072", -4.848116364598481),
("hh:mmintersect by ','", -4.848116364598481),
("<day-of-month> (ordinal)\1052\1072\1088\1090",
-4.848116364598481),
("intersect<day-of-month> (non ordinal) <named-month>",
-4.442651256490317),
("dayyear", -2.9763141876968895),
("<day-of-month> (non ordinal) <named-month>intersect",
-4.848116364598481),
("\1053\1086\1103\1073\1088\1100year", -4.848116364598481),
("minutehour", -3.5953533961031128),
("absorption of , after named day<day-of-month> (non ordinal) <named-month>",
-3.46182200347859),
("\1089\1077\1075\1086\1076\1085\1103<time> <part-of-day>",
-4.442651256490317),
("\1089\1077\1075\1086\1076\1085\1103at <time-of-day>",
-3.9318256327243257),
("hh:mmintersect", -4.848116364598481),
("\1054\1082\1090\1103\1073\1088\1100year", -4.848116364598481),
("intersect by ','intersect", -4.848116364598481),
("dayminute", -3.9318256327243257),
("<time> <part-of-day>intersect", -4.848116364598481),
("intersectyear", -4.442651256490317),
("minuteday", -3.5953533961031128),
("absorption of , after named dayintersect",
-3.9318256327243257),
("\1079\1072\1074\1090\1088\1072<time-of-day> o'clock",
-4.442651256490317),
("year<time-of-day> o'clock", -4.848116364598481),
("<time-of-day> o'clock\1079\1072\1074\1090\1088\1072",
-4.154969184038536),
("\1057\1091\1073\1073\1086\1090\1072on <date>",
-4.848116364598481),
("intersect by ','<time> <part-of-day>", -4.848116364598481),
("\1057\1091\1073\1073\1086\1090\1072at <time-of-day>",
-4.442651256490317),
("<time> <part-of-day>intersect by ','", -4.848116364598481),
("<time> <part-of-day>\1057\1091\1073\1073\1086\1090\1072",
-4.848116364598481),
("mm/ddyear", -4.442651256490317),
("intersect by ','<time-of-day> o'clock", -4.848116364598481),
("absorption of , after named daymm/dd", -4.848116364598481),
("mm/ddon <date>", -4.848116364598481),
("<time> <part-of-day>absorption of , after named day",
-4.848116364598481),
("intersectintersect", -4.848116364598481),
("<part-of-day> of <time><day-of-month> (non ordinal) <named-month>",
-4.848116364598481),
("\1057\1091\1073\1073\1086\1090\1072<time-of-day> o'clock",
-4.442651256490317),
("on <date>on <date>", -4.848116364598481),
("\1079\1072\1074\1090\1088\1072at <time-of-day>",
-4.442651256490317),
("\1089\1077\1075\1086\1076\1085\1103<time-of-day> o'clock",
-4.442651256490317),
("<day-of-month> (non ordinal) <named-month>year",
-3.7495040759303713)],
n = 93},
koData =
ClassData{prior = -1.7740598921286541, unseen = -4.68213122712422,
likelihoods =
HashMap.fromList
[("dayhour", -3.979681653901961),
("monthyear", -2.8810693652338513),
("yearhour", -3.979681653901961),
("intersect<time-of-day> o'clock", -3.979681653901961),
("intersect<time> <part-of-day>", -3.979681653901961),
("absorption of , after named dayhh:mm", -3.979681653901961),
("monthhour", -3.2865344733420154),
("hourmonth", -3.979681653901961),
("dayyear", -2.8810693652338513),
("\1048\1102\1083\1100year", -3.5742165457937967),
("between <time-of-day> and <time-of-day> (interval)\1048\1102\1083\1100",
-3.979681653901961),
("\1048\1102\1083\1100intersect", -3.979681653901961),
("\1089\1077\1075\1086\1076\1085\1103at <time-of-day>",
-3.979681653901961),
("dayminute", -3.2865344733420154),
("\1063\1077\1090\1074\1077\1088\1075hh:mm",
-3.5742165457937967),
("\1040\1087\1088\1077\1083\1100year", -3.979681653901961),
("year<time> <part-of-day>", -3.979681653901961),
("mm/ddyear", -2.8810693652338513),
("\1052\1072\1088\1090year", -3.5742165457937967)],
n = 19}}),
("\1040\1087\1088\1077\1083\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}}),
("year (grain)",
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}}),
("next <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("month (grain)", -1.3862943611198906),
("year (grain)", -1.3862943611198906),
("year", -1.3862943611198906), ("month", -1.3862943611198906)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
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}}),
("\1054\1082\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}}),
("\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}}),
("\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 = -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}}),
("<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 = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("ordinals (first..19th)\1052\1072\1088\1090",
-0.6931471805599453),
("month", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("\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 = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
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 = -0.6931471805599453, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),
("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 = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("time-of-day (latent)",
Classifier{okData =
ClassData{prior = -0.5108256237659907,
unseen = -3.4339872044851463,
likelihoods =
HashMap.fromList
[("integer (numeric)", -0.10536051565782628),
("integer (3..19)", -2.70805020110221)],
n = 27},
koData =
ClassData{prior = -0.916290731874155, unseen = -3.0910424533583156,
likelihoods =
HashMap.fromList
[("integer (numeric)", -0.3364722366212129),
("integer (3..19)", -1.9459101490553135),
("integer 2", -1.9459101490553135)],
n = 18}}),
("year",
Classifier{okData =
ClassData{prior = -0.3364722366212129,
unseen = -2.4849066497880004,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 10},
koData =
ClassData{prior = -1.252762968495368, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 4}}),
("<integer> <unit-of-duration>",
Classifier{okData =
ClassData{prior = -1.2383742310432684, unseen = -4.23410650459726,
likelihoods =
HashMap.fromList
[("week", -2.4277482359480516),
("integer 2week (grain)", -3.5263605246161616),
("integer (numeric)day (grain)", -2.833213344056216),
("second", -3.5263605246161616),
("integer 2hour (grain)", -3.5263605246161616),
("integer (numeric)second (grain) ", -3.5263605246161616),
("integer (numeric)year (grain)", -3.5263605246161616),
("day", -2.833213344056216), ("year", -3.120895416507997),
("integer (3..19)week (grain)", -3.5263605246161616),
("integer (numeric)week (grain)", -2.833213344056216),
("hour", -2.833213344056216), ("month", -3.5263605246161616),
("integer (numeric)minute (grain)", -2.4277482359480516),
("integer (3..19)month (grain)", -3.5263605246161616),
("minute", -2.4277482359480516),
("integer (numeric)hour (grain)", -3.120895416507997),
("integer 2year (grain)", -3.5263605246161616)],
n = 20},
koData =
ClassData{prior = -0.3422862064866327, unseen = -4.844187086458591,
likelihoods =
HashMap.fromList
[("week", -3.2268439945173775),
("integer 2week (grain)", -4.143134726391533),
("integer (numeric)day (grain)", -3.4499875458315876),
("integer (3..19)day (grain)", -4.143134726391533),
("integer 2minute (grain)", -4.143134726391533),
("second", -3.2268439945173775),
("integer 2month (grain)", -4.143134726391533),
("integer (3..19)second (grain) ", -4.143134726391533),
("integer (numeric)second (grain) ", -3.7376696182833684),
("integer (numeric)year (grain)", -3.7376696182833684),
("integer (3..19)year (grain)", -4.143134726391533),
("day", -3.044522437723423), ("year", -3.2268439945173775),
("integer (3..19)week (grain)", -4.143134726391533),
("integer 2day (grain)", -4.143134726391533),
("integer (numeric)week (grain)", -3.7376696182833684),
("integer (3..19)minute (grain)", -4.143134726391533),
("hour", -1.6174060820832774), ("month", -3.2268439945173775),
("integer (numeric)minute (grain)", -3.7376696182833684),
("integer 2second (grain) ", -4.143134726391533),
("integer (3..19)month (grain)", -4.143134726391533),
("integer (numeric)month (grain)", -3.7376696182833684),
("integer (3..19)hour (grain)", -4.143134726391533),
("minute", -3.2268439945173775),
("integer (numeric)hour (grain)", -1.6582280766035324),
("integer 2year (grain)", -4.143134726391533)],
n = 49}}),
("ordinals (first..19th)",
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}}),
("\1057\1091\1073\1073\1086\1090\1072",
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}}),
("a <unit-of-duration>",
Classifier{okData =
ClassData{prior = -4.382026634673881, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("week", -2.0794415416798357),
("week (grain)", -2.0794415416798357)],
n = 1},
koData =
ClassData{prior = -1.2578782206860073e-2,
unseen = -5.153291594497779,
likelihoods =
HashMap.fromList
[("week", -2.8449093838194073),
("month (grain)", -2.9502698994772336),
("hour (grain)", -1.7462970951512977),
("year (grain)", -2.9502698994772336),
("second", -3.355735007585398),
("week (grain)", -2.8449093838194073),
("day", -2.662587827025453),
("minute (grain)", -2.8449093838194073),
("year", -2.9502698994772336),
("second (grain) ", -3.355735007585398),
("hour", -1.7462970951512977), ("month", -2.9502698994772336),
("minute", -2.8449093838194073),
("day (grain)", -2.662587827025453)],
n = 79}}),
("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 = -0.6690496289808848,
unseen = -3.1354942159291497,
likelihoods = HashMap.fromList [("", 0.0)], n = 21},
koData =
ClassData{prior = -0.7178397931503169,
unseen = -3.0910424533583156,
likelihoods = HashMap.fromList [("", 0.0)], n = 20}}),
("intersect by ','",
Classifier{okData =
ClassData{prior = -6.0624621816434854e-2,
unseen = -3.891820298110627,
likelihoods =
HashMap.fromList
[("hourday", -3.1780538303479458),
("dayhour", -2.772588722239781),
("\1055\1086\1085\1077\1076\1077\1083\1100\1085\1080\1082<day-of-month> (non ordinal) <named-month>",
-2.772588722239781),
("\1055\1103\1090\1085\1080\1094\1072mm/dd",
-3.1780538303479458),
("\1057\1088\1077\1076\1072<day-of-month> (non ordinal) <named-month>",
-3.1780538303479458),
("\1055\1103\1090\1085\1080\1094\1072intersect",
-2.2617630984737906),
("dayday", -1.3862943611198906),
("intersect<day-of-month> (non ordinal) <named-month>",
-2.772588722239781),
("\1057\1091\1073\1073\1086\1090\1072<day-of-month> (non ordinal) <named-month>",
-3.1780538303479458),
("minuteday", -2.772588722239781),
("\1055\1103\1090\1085\1080\1094\1072mm/dd/yyyy",
-3.1780538303479458),
("\1042\1086\1089\1082\1088\1077\1089\1077\1085\1100\1077<day-of-month> (non ordinal) <named-month>",
-3.1780538303479458),
("<part-of-day> of <time><day-of-month> (non ordinal) <named-month>",
-3.1780538303479458),
("\1055\1103\1090\1085\1080\1094\1072<day-of-month> (non ordinal) <named-month>",
-2.772588722239781)],
n = 16},
koData =
ClassData{prior = -2.833213344056216, unseen = -2.9444389791664407,
likelihoods =
HashMap.fromList
[("\1055\1103\1090\1085\1080\1094\1072hh:mm",
-2.1972245773362196),
("dayminute", -2.1972245773362196)],
n = 1}}),
("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}}),
("\1042\1090\1086\1088\1085\1080\1082",
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}}),
("\1055\1103\1090\1085\1080\1094\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}}),
("<duration> ago",
Classifier{okData =
ClassData{prior = -0.5596157879354228,
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 = -0.8472978603872037,
unseen = -2.9444389791664407,
likelihoods =
HashMap.fromList
[("week", -1.791759469228055), ("day", -1.791759469228055),
("year", -2.1972245773362196),
("a <unit-of-duration>", -0.9444616088408514),
("month", -2.1972245773362196)],
n = 6}}),
("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 = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("ordinals (first..19th)", 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 = -2.1972245773362196,
likelihoods = HashMap.fromList [("", 0.0)], n = 7},
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 = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("month (grain)", -0.6931471805599453),
("month", -0.6931471805599453)],
n = 1},
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 = -3.4657359027997265,
likelihoods =
HashMap.fromList
[("week", -2.740840023925201), ("second", -2.740840023925201),
("day", -2.740840023925201), ("year", -2.740840023925201),
("<integer> <unit-of-duration>", -0.8690378470236094),
("hour", -2.0476928433652555), ("minute", -1.6422277352570913)],
n = 12},
koData =
ClassData{prior = -infinity, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [], n = 0}}),
("<datetime> - <datetime> (interval)",
Classifier{okData =
ClassData{prior = -0.6190392084062235, unseen = -3.295836866004329,
likelihoods =
HashMap.fromList
[("minuteminute", -1.8718021769015913),
("hh:mmhh:mm", -1.8718021769015913),
("dayday", -1.6486586255873816),
("<day-of-month> (non ordinal) <named-month><day-of-month> (non ordinal) <named-month>",
-2.159484249353372),
("mm/ddmm/dd", -2.159484249353372)],
n = 7},
koData =
ClassData{prior = -0.7731898882334817,
unseen = -3.2188758248682006,
likelihoods =
HashMap.fromList
[("monthday", -2.0794415416798357),
("mm/ddmm/dd/yyyy", -2.4849066497880004),
("\1048\1102\1083\1100<day-of-month> (non ordinal) <named-month>",
-2.4849066497880004),
("\1040\1074\1075\1091\1089\1090<day-of-month> (non ordinal) <named-month>",
-2.4849066497880004),
("mm/ddhh:mm", -2.0794415416798357),
("dayday", -2.0794415416798357),
("mm/ddintersect", -2.4849066497880004),
("dayminute", -2.0794415416798357)],
n = 6}}),
("\1089\1077\1075\1086\1076\1085\1103",
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}}),
("<time-of-day> - <time-of-day> (interval)",
Classifier{okData =
ClassData{prior = -0.40546510810816444,
unseen = -2.9444389791664407,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -1.791759469228055),
("minuteminute", -1.2809338454620642),
("hh:mmhh:mm", -1.2809338454620642),
("minutehour", -1.791759469228055)],
n = 6},
koData =
ClassData{prior = -1.0986122886681098,
unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("hh:mmtime-of-day (latent)", -1.791759469228055),
("hourminute", -1.3862943611198906),
("minutehour", -1.791759469228055),
("time-of-day (latent)hh:mm", -1.3862943611198906)],
n = 3}}),
("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 = -9.097177820572676e-2,
unseen = -3.912023005428146,
likelihoods =
HashMap.fromList
[("integer (numeric)\1052\1072\1088\1090", -2.2823823856765264),
("integer (numeric)\1048\1102\1083\1100", -2.2823823856765264),
("integer (numeric)\1057\1077\1085\1090\1103\1073\1088\1100",
-3.1986731175506815),
("integer (numeric)\1040\1074\1075\1091\1089\1090",
-2.2823823856765264),
("integer (numeric)\1040\1087\1088\1077\1083\1100",
-3.1986731175506815),
("integer (numeric)\1060\1077\1074\1088\1072\1083\1100",
-1.8123787564307907),
("month", -0.8007778447523107)],
n = 21},
koData =
ClassData{prior = -2.4423470353692043,
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 = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("\1055\1086\1085\1077\1076\1077\1083\1100\1085\1080\1082",
-1.252762968495368),
("day", -0.8472978603872037),
("\1042\1090\1086\1088\1085\1080\1082", -1.252762968495368)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("\1052\1072\1088\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}}),
("\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 = -0.45198512374305727,
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}}),
("<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}})]