Duckling/Ranking/Classifiers/VI_XX.hs (949 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.VI_XX (classifiers) where
import Data.String
import Prelude
import qualified Data.HashMap.Strict as HashMap
import Duckling.Ranking.Types
classifiers :: Classifiers
classifiers
= HashMap.fromList
[("<time> timezone",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("<time-of-day> am|pm", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Thursday",
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}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.5028732955754956, unseen = -4.634728988229636,
likelihoods = HashMap.fromList [("", 0.0)], n = 101},
koData =
ClassData{prior = -0.9283390703903296, unseen = -4.219507705176107,
likelihoods = HashMap.fromList [("", 0.0)], n = 66}}),
("exactly <time-of-day>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("time-of-day gi\7901", -1.6094379124341003),
("<time-of-day> s\225ng|chi\7873u|t\7889i",
-1.6094379124341003),
("time-of-day (latent)", -1.6094379124341003),
("hour", -0.916290731874155)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("ng\224y h\244m qua",
Classifier{okData =
ClassData{prior = -0.5596157879354228, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -0.8472978603872037,
unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("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}}),
("ng\224y dd/mm",
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}}),
("dd/mm",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5}}),
("<part-of-day> <time>",
Classifier{okData =
ClassData{prior = -0.3746934494414107,
unseen = -3.5263605246161616,
likelihoods =
HashMap.fromList
[("hourday", -1.0116009116784799),
("noonh\244m nay", -2.803360380906535),
("lunchng\224y mai", -2.3978952727983707),
("noonng\224y h\244m qua", -2.3978952727983707),
("morningSunday", -2.3978952727983707),
("noonng\224y mai", -2.3978952727983707),
("afternoonng\224y dd/mm", -2.803360380906535),
("afternoonng\224y mai", -2.803360380906535)],
n = 11},
koData =
ClassData{prior = -1.1631508098056809,
unseen = -3.0910424533583156,
likelihoods =
HashMap.fromList
[("hourday", -1.252762968495368),
("afternoon<day-of-month> (numeric with day symbol) <named-month>",
-1.9459101490553135),
("afternoonng\224y dd/mm/yyyy", -2.3513752571634776),
("afternoonng\224y dd/mm", -2.3513752571634776),
("afternoonintersect", -2.3513752571634776)],
n = 5}}),
("tonight",
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}}),
("integer (0..19)",
Classifier{okData =
ClassData{prior = -1.452252328911688, unseen = -2.5649493574615367,
likelihoods = HashMap.fromList [("", 0.0)], n = 11},
koData =
ClassData{prior = -0.2666286632539486,
unseen = -3.6375861597263857,
likelihoods = HashMap.fromList [("", 0.0)], n = 36}}),
("<day-of-week> t\7899i",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("Monday", -1.3862943611198906), ("Friday", -1.791759469228055),
("day", -0.8754687373538999), ("Tuesday", -1.791759469228055)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("October",
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 (grain)",
Classifier{okData =
ClassData{prior = -1.466337068793427, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -0.262364264467491, unseen = -3.0910424533583156,
likelihoods = HashMap.fromList [("", 0.0)], n = 20}}),
("Wednesday",
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}}),
("ng\224y h\244m kia",
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}}),
("gi\225ng sinh",
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 = -1.791759469228055, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -0.1823215567939546,
unseen = -3.0910424533583156,
likelihoods = HashMap.fromList [("", 0.0)], n = 20}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.24512245803298496,
unseen = -5.030437921392435,
likelihoods =
HashMap.fromList
[("<time-of-day> s\225ng|chi\7873u|t\7889ing\224y dd/mm",
-3.6375861597263857),
("hourday", -3.6375861597263857),
("dayhour", -4.330733340286331),
("h\244m nay<time-of-day> s\225ng|chi\7873u|t\7889i",
-4.330733340286331),
("monthyear", -3.414442608412176),
("Wednesdaynext <cycle>", -4.330733340286331),
("Tuesday<day-of-month> (numeric with day symbol) <named-month>",
-4.330733340286331),
("time-of-day gi\7901<part-of-day> <time>", -4.330733340286331),
("Sunday<day-of-month> (numeric with day symbol) <named-month>",
-3.6375861597263857),
("time-of-day gi\7901<time> n\224y", -4.330733340286331),
("month (numeric with month symbol)year (numeric with year symbol)",
-3.6375861597263857),
("dayday", -2.538973871058276),
("hourhour", -3.414442608412176),
("intersectyear (numeric with year symbol)",
-3.6375861597263857),
("dayyear", -2.4589311633847397),
("<ordinal> <cycle> of <time>year (numeric with year symbol)",
-4.330733340286331),
("minutehour", -3.925268232178167),
("<time-of-day> s\225ng|chi\7873u|t\7889iintersect",
-3.925268232178167),
("Thursdaynext <cycle>", -3.925268232178167),
("Octoberyear (numeric with year symbol)", -4.330733340286331),
("time-of-day gi\7901<part-of-day> (h\244m )?nay",
-4.330733340286331),
("<day-of-month> (numeric with day symbol) <named-month>year (numeric with year symbol)",
-3.2321210516182215),
("<time-of-day> s\225ng|chi\7873u|t\7889i<day-of-month> (numeric with day symbol) <named-month>",
-3.414442608412176),
("time-of-day gi\7901tonight", -4.330733340286331),
("minuteday", -2.826655943510057),
("hh:mm<part-of-day> <time>", -4.330733340286331),
("<day-of-month> <named-month>year (numeric with year symbol)",
-3.2321210516182215),
("Fridaythis <cycle>", -3.925268232178167),
("Thursdaythis <cycle>", -4.330733340286331),
("at hh:mm<part-of-day> <time>", -4.330733340286331),
("dayweek", -3.077970371790963),
("weekyear", -4.330733340286331),
("<time-of-day> s\225ng|chi\7873u|t\7889ing\224y dd/mm/yyyy",
-4.330733340286331),
("<time-of-day> s\225ng|chi\7873u|t\7889ing\224y mai",
-4.330733340286331),
("Tuesdayintersect", -4.330733340286331),
("Monday<day-of-month> (numeric with day symbol) <named-month>",
-3.077970371790963),
("seasonthis <cycle>", -4.330733340286331),
("minuteyear", -3.925268232178167)],
n = 54},
koData =
ClassData{prior = -1.5260563034950494, unseen = -4.31748811353631,
likelihoods =
HashMap.fromList
[("<time-of-day> s\225ng|chi\7873u|t\7889ing\224y dd/mm",
-3.6109179126442243),
("hourday", -2.3581549441488563),
("dayhour", -3.6109179126442243),
("monthyear", -2.3581549441488563),
("noonh\244m nay", -3.6109179126442243),
("houryear", -3.6109179126442243),
("month (numeric with month symbol)year (numeric with year symbol)",
-2.3581549441488563),
("dayyear", -3.6109179126442243),
("h\244m naytime-of-day gi\7901", -3.6109179126442243),
("<part-of-day> <time>year (numeric with year symbol)",
-3.6109179126442243),
("noonng\224y h\244m qua", -3.20545280453606),
("noonng\224y mai", -3.20545280453606),
("<day-of-month> <named-month>year (numeric with year symbol)",
-3.6109179126442243)],
n = 15}}),
("time-of-day gi\7901",
Classifier{okData =
ClassData{prior = -6.453852113757118e-2,
unseen = -4.174387269895637,
likelihoods =
HashMap.fromList
[("exactly <time-of-day>", -3.4657359027997265),
("about <time-of-day>", -3.0602707946915624),
("time-of-day (latent)", -0.8266785731844679),
("hour", -0.7248958788745256)],
n = 30},
koData =
ClassData{prior = -2.772588722239781, unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -0.9808292530117262),
("hour", -0.9808292530117262)],
n = 2}}),
("<ordinal> <cycle> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("daymonth", -1.3862943611198906),
("day (grain)ordinalsmonth (numeric with month symbol)",
-1.6739764335716716),
("week (grain)ordinalsintersect", -2.0794415416798357),
("day (grain)ordinalsMarch", -2.0794415416798357),
("weekmonth", -1.6739764335716716),
("week (grain)ordinalsmonth (numeric with month symbol)",
-2.0794415416798357)],
n = 5},
koData =
ClassData{prior = -infinity, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0}}),
("season",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("year (grain)",
Classifier{okData =
ClassData{prior = -0.5389965007326869, unseen = -2.772588722239781,
likelihoods = HashMap.fromList [("", 0.0)], n = 14},
koData =
ClassData{prior = -0.8754687373538999,
unseen = -2.4849066497880004,
likelihoods = HashMap.fromList [("", 0.0)], n = 10}}),
("quarter <number>",
Classifier{okData =
ClassData{prior = -0.40546510810816444,
unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("quarter (grain)integer (numeric)", -1.2992829841302609),
("quarter (grain)integer (0..19)", -1.2992829841302609),
("quarter", -0.7884573603642702)],
n = 4},
koData =
ClassData{prior = -1.0986122886681098,
unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("quarter (grain)integer (numeric)", -0.8472978603872037),
("quarter", -0.8472978603872037)],
n = 2}}),
("next <cycle>",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -3.7612001156935624,
likelihoods =
HashMap.fromList
[("week", -1.9459101490553135),
("month (grain)", -3.044522437723423),
("year (grain)", -2.128231705849268),
("week (grain)", -1.9459101490553135),
("quarter", -2.3513752571634776), ("year", -2.128231705849268),
("month", -3.044522437723423),
("quarter (grain)", -2.3513752571634776)],
n = 13},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -3.7612001156935624,
likelihoods =
HashMap.fromList
[("month (grain)", -2.639057329615259),
("hour (grain)", -2.639057329615259),
("year (grain)", -2.639057329615259),
("second", -2.3513752571634776), ("day", -2.639057329615259),
("minute (grain)", -2.639057329615259),
("year", -2.639057329615259),
("second (grain)", -2.3513752571634776),
("hour", -2.639057329615259), ("month", -2.639057329615259),
("minute", -2.639057329615259),
("day (grain)", -2.639057329615259)],
n = 13}}),
("ng\224y mai",
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}}),
("quarter <number> <year>",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("quarteryear", -1.0986122886681098),
("quarter (grain)integer (numeric)year (numeric with year symbol)",
-1.0986122886681098)],
n = 1},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("quarterhour", -1.0986122886681098),
("quarter (grain)integer (numeric)time-of-day (latent)",
-1.0986122886681098)],
n = 1}}),
("Monday",
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}}),
("dd/mm/yyyy",
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}}),
("after lunch",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("hh:mm:ss",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<time> tr\432\7899c",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("day", -0.6931471805599453), ("Tuesday", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("ng\224y dd/mm/yyyy",
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> n\224y",
Classifier{okData =
ClassData{prior = -0.6061358035703156, unseen = -2.995732273553991,
likelihoods =
HashMap.fromList
[("season", -1.845826690498331),
("<time-of-day> s\225ng|chi\7873u|t\7889i",
-2.2512917986064953),
("day", -1.845826690498331), ("noon", -1.845826690498331),
("hour", -1.3350010667323402),
("morning", -2.2512917986064953)],
n = 6},
koData =
ClassData{prior = -0.7884573603642702, unseen = -2.890371757896165,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -1.4469189829363254),
("noon", -1.7346010553881064), ("hour", -1.041453874828161)],
n = 5}}),
("b\226y gi\7901",
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}}),
("<hour-of-day> <integer>",
Classifier{okData =
ClassData{prior = -1.4469189829363254,
unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("hour", -0.7884573603642702),
("time-of-day gi\7901integer (numeric)", -0.7884573603642702)],
n = 4},
koData =
ClassData{prior = -0.2682639865946794,
unseen = -3.4011973816621555,
likelihoods =
HashMap.fromList
[("time-of-day (latent)integer (0..19)", -0.7282385003712154),
("hour", -0.7282385003712154)],
n = 13}}),
("<time> t\7899i",
Classifier{okData =
ClassData{prior = -0.3364722366212129, unseen = -3.044522437723423,
likelihoods =
HashMap.fromList
[("Monday", -1.8971199848858813),
("month (numeric with month symbol)", -2.3025850929940455),
("Friday", -2.3025850929940455), ("day", -1.3862943611198906),
("month", -2.3025850929940455),
("Tuesday", -2.3025850929940455)],
n = 5},
koData =
ClassData{prior = -1.252762968495368, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("time-of-day gi\7901", -1.9459101490553135),
("<hour-of-day> <integer>", -1.9459101490553135),
("hour", -1.9459101490553135), ("minute", -1.9459101490553135)],
n = 2}}),
("<time-of-day> s\225ng|chi\7873u|t\7889i",
Classifier{okData =
ClassData{prior = -5.129329438755058e-2,
unseen = -4.465908118654584,
likelihoods =
HashMap.fromList
[("exactly <time-of-day>", -3.7612001156935624),
("time-of-day gi\7901", -1.318853080324358),
("<hour-of-day> <integer>", -3.355735007585398),
("about <time-of-day>", -3.355735007585398),
("at hh:mm", -3.068052935133617),
("(hour-of-day) half", -3.355735007585398),
("hh:mm", -2.5084371471981943), ("hour", -1.1962507582320256),
("minute", -1.8152899666382492)],
n = 38},
koData =
ClassData{prior = -2.995732273553991, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -1.540445040947149),
("hour", -1.540445040947149)],
n = 2}}),
("April",
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 (numeric with month symbol)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.4657359027997265,
likelihoods =
HashMap.fromList
[("integer (numeric)", -0.21511137961694557),
("integer (0..19)", -1.6422277352570913)],
n = 29},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("week (grain)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.70805020110221,
likelihoods = HashMap.fromList [("", 0.0)], n = 13},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("year (numeric with year symbol)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.5649493574615367,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 11},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Friday",
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}}),
("quarter <number> of <year>",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("quarteryear", -1.0986122886681098),
("quarter (grain)integer (numeric)year (numeric with year symbol)",
-1.0986122886681098)],
n = 1},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("quarterhour", -1.0986122886681098),
("quarter (grain)integer (numeric)time-of-day (latent)",
-1.0986122886681098)],
n = 1}}),
("fractional number",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -2.5649493574615367,
likelihoods = HashMap.fromList [("", 0.0)], n = 11}}),
("Sunday",
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}}),
("June",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("afternoon",
Classifier{okData =
ClassData{prior = -0.916290731874155, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -0.5108256237659907,
unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("this <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.6109179126442243,
likelihoods =
HashMap.fromList
[("week", -1.6376087894007967),
("year (grain)", -2.1972245773362196),
("week (grain)", -1.6376087894007967),
("day", -2.890371757896165), ("quarter", -1.9740810260220096),
("year", -2.1972245773362196),
("quarter (grain)", -1.9740810260220096),
("day (grain)", -2.890371757896165)],
n = 14},
koData =
ClassData{prior = -infinity, unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [], n = 0}}),
("minute (grain)",
Classifier{okData =
ClassData{prior = -0.2876820724517809,
unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -1.3862943611198906,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("about <time-of-day>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("time-of-day gi\7901", -1.6739764335716716),
("<time-of-day> s\225ng|chi\7873u|t\7889i",
-1.6739764335716716),
("time-of-day (latent)", -1.6739764335716716),
("hour", -0.8266785731844679)],
n = 6},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("time-of-day (latent)",
Classifier{okData =
ClassData{prior = -0.579818495252942, unseen = -3.4339872044851463,
likelihoods =
HashMap.fromList
[("integer (numeric)", -0.10536051565782628),
("integer (0..19)", -2.3025850929940455)],
n = 28},
koData =
ClassData{prior = -0.8209805520698302,
unseen = -3.2188758248682006,
likelihoods =
HashMap.fromList
[("integer (numeric)", -0.3448404862917295),
("integer (0..19)", -1.2321436812926323)],
n = 22}}),
("at hh:mm",
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}}),
("(hour-of-day) half",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("time-of-day gi\7901", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("<integer> <unit-of-duration>",
Classifier{okData =
ClassData{prior = -infinity, unseen = -2.995732273553991,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -5.236441962829949,
likelihoods =
HashMap.fromList
[("week", -3.4393491476265314),
("integer (0..19)year (grain)", -4.537961436294641),
("integer (numeric)day (grain)", -3.0338840395183673),
("integer (0..19)hour (grain)", -3.844814255734696),
("second", -3.6216707044204863),
("integer (numeric)second (grain)", -3.6216707044204863),
("integer (numeric)year (grain)", -2.66615925939305),
("day", -2.833213344056216), ("year", -2.592051287239328),
("integer (numeric)week (grain)", -4.132496328186477),
("integer (0..19)month (grain)", -4.537961436294641),
("hour", -2.012232791986386), ("month", -2.012232791986386),
("integer (numeric)minute (grain)", -3.6216707044204863),
("integer (numeric)month (grain)", -2.053054786506641),
("minute", -3.6216707044204863),
("integer (numeric)hour (grain)", -2.1400661634962708),
("integer (0..19)day (grain)", -4.132496328186477),
("integer (0..19)week (grain)", -3.844814255734696)],
n = 84}}),
("<time-of-day> am|pm",
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}}),
("h\244m nay",
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}}),
("hh:mm",
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}}),
("second (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}}),
("intersect by \"of\", \"from\", \"'s\"",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("Wednesdaynext <cycle>", -1.6094379124341003),
("Fridaythis <cycle>", -1.6094379124341003),
("Thursdaythis <cycle>", -1.6094379124341003),
("dayweek", -0.916290731874155)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("<hour-of-day> <integer> ph\250t",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("hour", -0.6931471805599453),
("time-of-day gi\7901integer (numeric)", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("March",
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}}),
("noon",
Classifier{okData =
ClassData{prior = -0.7621400520468967,
unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [("", 0.0)], n = 7},
koData =
ClassData{prior = -0.6286086594223742,
unseen = -2.3025850929940455,
likelihoods = HashMap.fromList [("", 0.0)], n = 8}}),
("ordinals",
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}}),
("(hour-of-day) quarter",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("hour", -0.6931471805599453),
("time-of-day gi\7901integer (numeric)", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("last <cycle>",
Classifier{okData =
ClassData{prior = -0.7731898882334817, unseen = -3.295836866004329,
likelihoods =
HashMap.fromList
[("week", -2.5649493574615367),
("month (grain)", -2.5649493574615367),
("year (grain)", -1.6486586255873816),
("week (grain)", -2.5649493574615367),
("year", -1.6486586255873816), ("month", -2.5649493574615367)],
n = 6},
koData =
ClassData{prior = -0.6190392084062235, unseen = -3.367295829986474,
likelihoods =
HashMap.fromList
[("month (grain)", -2.2335922215070942),
("hour (grain)", -2.639057329615259),
("year (grain)", -2.639057329615259),
("second", -2.639057329615259), ("day", -2.639057329615259),
("minute (grain)", -2.639057329615259),
("year", -2.639057329615259),
("second (grain)", -2.639057329615259),
("hour", -2.639057329615259), ("month", -2.2335922215070942),
("minute", -2.639057329615259),
("day (grain)", -2.639057329615259)],
n = 7}}),
("next n <cycle>",
Classifier{okData =
ClassData{prior = -0.1431008436406733,
unseen = -3.7612001156935624,
likelihoods =
HashMap.fromList
[("integer (numeric)day (grain)", -2.639057329615259),
("second", -2.3513752571634776),
("integer (numeric)second (grain)", -2.3513752571634776),
("integer (numeric)year (grain)", -2.639057329615259),
("day", -2.639057329615259), ("year", -2.639057329615259),
("integer (0..19)month (grain)", -3.044522437723423),
("hour", -2.639057329615259), ("month", -2.639057329615259),
("integer (numeric)minute (grain)", -2.639057329615259),
("integer (numeric)month (grain)", -3.044522437723423),
("minute", -2.639057329615259),
("integer (numeric)hour (grain)", -2.639057329615259)],
n = 13},
koData =
ClassData{prior = -2.0149030205422647, unseen = -3.044522437723423,
likelihoods =
HashMap.fromList
[("week", -1.8971199848858813),
("integer (numeric)week (grain)", -2.3025850929940455),
("integer (0..19)week (grain)", -2.3025850929940455)],
n = 2}}),
("<day-of-month> <named-month>",
Classifier{okData =
ClassData{prior = -9.53101798043249e-2,
unseen = -3.784189633918261,
likelihoods =
HashMap.fromList
[("integer (numeric)month (numeric with month symbol)",
-0.8167611365271219),
("month", -0.7166776779701395),
("integer (numeric)March", -2.662587827025453)],
n = 20},
koData =
ClassData{prior = -2.3978952727983707,
unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("integer (numeric)month (numeric with month symbol)",
-0.8472978603872037),
("month", -0.8472978603872037)],
n = 2}}),
("Tuesday",
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}}),
("last n <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.4657359027997265,
likelihoods =
HashMap.fromList
[("integer (numeric)day (grain)", -2.3353749158170367),
("integer (0..19)hour (grain)", -2.740840023925201),
("second", -2.740840023925201),
("integer (numeric)second (grain)", -2.740840023925201),
("integer (numeric)year (grain)", -2.740840023925201),
("day", -2.3353749158170367), ("year", -2.740840023925201),
("hour", -2.3353749158170367), ("month", -2.3353749158170367),
("integer (numeric)minute (grain)", -2.740840023925201),
("integer (numeric)month (grain)", -2.3353749158170367),
("minute", -2.740840023925201),
("integer (numeric)hour (grain)", -2.740840023925201)],
n = 9},
koData =
ClassData{prior = -infinity, unseen = -2.639057329615259,
likelihoods = HashMap.fromList [], n = 0}}),
("quarter (grain)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.70805020110221,
likelihoods = HashMap.fromList [("", 0.0)], n = 13},
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}}),
("day (grain)",
Classifier{okData =
ClassData{prior = -0.6190392084062235,
unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [("", 0.0)], n = 7},
koData =
ClassData{prior = -0.7731898882334817,
unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6}}),
("<part-of-day> (h\244m )?nay",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("noon", -1.0116009116784799), ("hour", -0.7884573603642702),
("morning", -1.7047480922384253)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("<day-of-month> (numeric with day symbol) <named-month>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.828641396489095,
likelihoods =
HashMap.fromList
[("integer (numeric)month (numeric with month symbol)",
-0.8109302162163288),
("month", -0.7156200364120039),
("integer (numeric)March", -2.70805020110221)],
n = 21},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}})]