-- 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.HE_XX (classifiers) where
import Data.String
import Prelude
import qualified Data.HashMap.Strict as HashMap
import Duckling.Ranking.Types
classifiers :: Classifiers
classifiers
= HashMap.fromList
[("\1502\1512\1509",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3025850929940455,
likelihoods = HashMap.fromList [("", 0.0)], n = 8},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -1.110882381259924, unseen = -3.367295829986474,
likelihoods = HashMap.fromList [("", 0.0)], n = 27},
koData =
ClassData{prior = -0.3993860620317821, unseen = -4.04305126783455,
likelihoods = HashMap.fromList [("", 0.0)], n = 55}}),
("\1489 <date>",
Classifier{okData =
ClassData{prior = -0.12783337150988489,
unseen = -4.189654742026425,
likelihoods =
HashMap.fromList
[("\1502\1512\1509", -3.0757749812275272),
("week", -3.0757749812275272),
("<time> <part-of-day>", -3.481240089335692),
("mm/dd", -3.481240089335692),
("intersect", -3.0757749812275272), ("day", -2.228477120840324),
("this <cycle>", -3.481240089335692),
("time-of-day (latent)", -3.0757749812275272),
("<time-of-day> am|pm", -3.481240089335692),
("named-day", -3.0757749812275272),
("current <day-of-week>", -3.481240089335692),
("last <time>", -3.481240089335692),
("\1488\1493\1511\1496\1493\1489\1512", -3.481240089335692),
("hour", -1.7764919970972666), ("month", -2.5649493574615367),
("\1508\1489\1512\1493\1488\1512", -3.481240089335692),
("last <cycle>", -3.481240089335692),
("<named-month> <day-of-month> (non ordinal)",
-3.481240089335692),
("week-end", -3.0757749812275272),
("this <time>", -3.0757749812275272)],
n = 22},
koData =
ClassData{prior = -2.120263536200091, unseen = -3.332204510175204,
likelihoods =
HashMap.fromList
[("intersect", -2.6026896854443837),
("day", -2.1972245773362196),
("<day-of-month> (ordinal)", -2.6026896854443837),
("month", -2.6026896854443837),
("this <time>", -2.6026896854443837)],
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}}),
("integer (20..90)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<time> <part-of-day>",
Classifier{okData =
ClassData{prior = -0.10536051565782628,
unseen = -3.4011973816621555,
likelihoods =
HashMap.fromList
[("dayhour", -1.4213856809311607),
("\1489 <date>morning", -2.6741486494265287),
("yesterdayevening|night", -2.6741486494265287),
("hourhour", -1.9810014688665833),
("time-of-day (latent)morning", -2.6741486494265287),
("named-daymorning", -2.6741486494265287),
("todayevening|night", -2.6741486494265287),
("tomorrowlunch", -2.268683541318364),
("at <time-of-day>morning", -2.6741486494265287),
("tomorrowevening|night", -2.6741486494265287)],
n = 9},
koData =
ClassData{prior = -2.3025850929940455, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("dayhour", -1.8718021769015913),
("<day-of-month> (ordinal)morning", -1.8718021769015913)],
n = 1}}),
("today",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("mm/dd",
Classifier{okData =
ClassData{prior = -1.0986122886681098,
unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -0.40546510810816444,
unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),
("at <time-of-day>",
Classifier{okData =
ClassData{prior = -0.2876820724517809,
unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -1.0986122886681098),
("<time-of-day> am|pm", -1.5040773967762742),
("hour", -0.8109302162163288)],
n = 3},
koData =
ClassData{prior = -1.3862943611198906, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -0.916290731874155),
("hour", -0.916290731874155)],
n = 1}}),
("<day-of-month> (non ordinal) of <named-month>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.0910424533583156,
likelihoods =
HashMap.fromList
[("integer (numeric)\1502\1512\1509", -1.9459101490553135),
("integer (numeric)\1508\1489\1512\1493\1488\1512",
-1.4350845252893227),
("integer (numeric)\1488\1508\1512\1497\1500",
-2.3513752571634776),
("integer 3\1502\1512\1509", -2.3513752571634776),
("month", -0.8472978603872037)],
n = 8},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("absorption of , after named day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("day", -0.6931471805599453),
("named-day", -0.6931471805599453)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("the ides of <named-month>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("\1502\1512\1509", -0.6931471805599453),
("month", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("ordinal 4",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("\1489 <named-day>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("day", -0.6931471805599453),
("named-day", -0.6931471805599453)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("month (grain)",
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 = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("ordinal 9",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("integer 21..99 (with and)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods =
HashMap.fromList [("integer (20..90)integer 4", 0.0)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.40546510810816444,
unseen = -4.867534450455582,
likelihoods =
HashMap.fromList
[("hourday", -2.662587827025453),
("daymonth", -3.250374491927572),
("monthyear", -3.7612001156935624),
("the <day-of-month> (ordinal)in <named-month>",
-3.7612001156935624),
("\1488\1493\1511\1496\1493\1489\1512year",
-4.1666652238017265),
("intersect<time-of-day> am|pm", -4.1666652238017265),
("<time> <part-of-day>\1489 <named-day>", -3.4735180432417816),
("intersect by \",\"<time-of-day> am|pm", -3.250374491927572),
("last <day-of-week> of <time>year", -4.1666652238017265),
("dayday", -2.780370862681836),
("the <day-of-month> (ordinal)\1489 <date>",
-3.7612001156935624),
("dayyear", -2.374905754573672),
("<day-of-month>(ordinal) <named-month>year",
-3.7612001156935624),
("\1489 <date>\1489 <named-day>", -4.1666652238017265),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-4.1666652238017265),
("absorption of , after named day<day-of-month> (ordinal) of <named-month>",
-4.1666652238017265),
("<day-of-month> (ordinal) of <named-month>year",
-3.4735180432417816),
("named-daynext <cycle>", -4.1666652238017265),
("dayminute", -2.780370862681836),
("named-day<day-of-month> (ordinal) of <named-month>",
-4.1666652238017265),
("named-day\1489 <date>", -4.1666652238017265),
("absorption of , after named dayintersect",
-4.1666652238017265),
("named-day<day-of-month> (non ordinal) of <named-month>",
-4.1666652238017265),
("absorption of , after named dayintersect by \",\"",
-3.7612001156935624),
("year<time-of-day> am|pm", -4.1666652238017265),
("\1489 <date>\1489 <date>", -4.1666652238017265),
("<day-of-month> (non ordinal) of <named-month>year",
-3.4735180432417816),
("absorption of , after named day<day-of-month> (non ordinal) of <named-month>",
-4.1666652238017265),
("dayweek", -3.7612001156935624),
("\1502\1512\1509year", -4.1666652238017265),
("<time> <part-of-day>\1489 <date>", -3.4735180432417816),
("named-daythe <day-of-month> (ordinal)", -4.1666652238017265),
("<day-of-month> (non ordinal) <named-month>year",
-3.7612001156935624),
("yearminute", -4.1666652238017265)],
n = 42},
koData =
ClassData{prior = -1.0986122886681098, unseen = -4.477336814478207,
likelihoods =
HashMap.fromList
[("in <named-month>year", -3.7727609380946383),
("dayhour", -3.367295829986474),
("year<hour-of-day> <integer>", -3.367295829986474),
("daymonth", -3.079613757534693),
("monthyear", -2.6741486494265287),
("intersecthh:mm", -3.7727609380946383),
("dayday", -3.7727609380946383),
("intersect by \",\"hh:mm", -2.856470206220483),
("\1488\1508\1512\1497\1500year", -3.7727609380946383),
("named-dayin <named-month>", -3.7727609380946383),
("dayminute", -2.386466576974748),
("named-day\1489 <date>", -3.7727609380946383),
("absorption of , after named dayintersect",
-3.7727609380946383),
("yearhh:mm", -3.7727609380946383),
("absorption of , after named dayintersect by \",\"",
-3.7727609380946383),
("\1502\1512\1509year", -3.367295829986474),
("\1489 <date>year", -3.7727609380946383),
("named-daythe <day-of-month> (ordinal)", -3.7727609380946383),
("absorption of , after named day\1497\1493\1500\1497",
-3.7727609380946383),
("tomorrownoon", -3.367295829986474),
("yearminute", -3.079613757534693)],
n = 21}}),
("year (grain)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("next <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("week", -1.540445040947149),
("month (grain)", -1.9459101490553135),
("year (grain)", -1.9459101490553135),
("week (grain)", -1.540445040947149),
("year", -1.9459101490553135), ("month", -1.9459101490553135)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0}}),
("yyyy-mm-dd",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("mm/dd/yyyy",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("evening|night",
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 3",
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}}),
("yesterday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("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}}),
("<day-of-month> (ordinal) of <named-month>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.2188758248682006,
likelihoods =
HashMap.fromList
[("ordinal 3\1502\1512\1509", -2.4849066497880004),
("ordinal (digits)\1502\1512\1509", -2.0794415416798357),
("ordinal (digits)\1488\1508\1512\1497\1500",
-2.4849066497880004),
("ordinal 3\1488\1493\1511\1496\1493\1489\1512",
-2.4849066497880004),
("month", -0.8754687373538999),
("ordinal (digits)\1508\1489\1512\1493\1488\1512",
-1.5686159179138452)],
n = 9},
koData =
ClassData{prior = -infinity, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0}}),
("<hour-of-day> and <integer>",
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)integer 4", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 1}}),
("quarter to|till|before <integer> (hour-of-day)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("<hour-of-day> <integer>",
Classifier{okData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("time-of-day (latent)integer 10", -1.7047480922384253),
("time-of-day (latent)integer (numeric)", -1.0116009116784799),
("hour", -0.7884573603642702)],
n = 4}}),
("ordinal 19",
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}}),
("\1488\1493\1490\1493\1505\1496",
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}}),
("\1488\1508\1512\1497\1500",
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}}),
("week (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}}),
("now",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("integer 11..19",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("integer 9integer 10", 0.0)],
n = 1}}),
("integer 7",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<day-of-month>(ordinal) <named-month>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.890371757896165,
likelihoods =
HashMap.fromList
[("ordinal 3\1489 <date>", -1.7346010553881064),
("ordinal (digits)in <named-month>", -2.1400661634962708),
("month", -0.8873031950009028),
("ordinal 3in <named-month>", -1.7346010553881064),
("ordinal (digits)\1489 <date>", -2.1400661634962708)],
n = 6},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("\1497\1493\1500\1497",
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}}),
("numbers prefix with -, negative or minus",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 6}}),
("tomorrow",
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}}),
("ordinal 2",
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}}),
("next <day-of-week>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("day", -0.6931471805599453),
("named-day", -0.6931471805599453)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("half an hour",
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}}),
("the <day-of-month> (ordinal)",
Classifier{okData =
ClassData{prior = -0.2876820724517809,
unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("ordinal 3", -1.252762968495368),
("ordinal 19", -1.252762968495368),
("ordinal (digits)", -1.252762968495368)],
n = 3},
koData =
ClassData{prior = -1.3862943611198906, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("ordinal 9", -0.916290731874155)],
n = 1}}),
("fractional number",
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}}),
("this <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("week", -0.6931471805599453),
("week (grain)", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("minute (grain)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("ordinal 7",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),
("time-of-day (latent)",
Classifier{okData =
ClassData{prior = -1.2809338454620642,
unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("integer (numeric)", -0.4700036292457356),
("integer 9", -1.3862943611198906)],
n = 5},
koData =
ClassData{prior = -0.325422400434628, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("integer (numeric)", -0.2876820724517809),
("integer (20..90)", -2.0794415416798357),
("integer 9", -2.0794415416798357)],
n = 13}}),
("year",
Classifier{okData =
ClassData{prior = -0.40546510810816444,
unseen = -2.3025850929940455,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 8},
koData =
ClassData{prior = -1.0986122886681098, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 4}}),
("integer 9",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("last <day-of-week> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("daymonth", -0.8109302162163288),
("named-dayintersect", -1.5040773967762742),
("named-day\1502\1512\1509", -1.0986122886681098)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("<integer> <unit-of-duration>",
Classifier{okData =
ClassData{prior = -0.15415067982725836,
unseen = -3.044522437723423,
likelihoods =
HashMap.fromList
[("integer 21..99 (with and)hour (grain)", -2.3025850929940455),
("day", -1.8971199848858813),
("integer 7day (grain)", -1.8971199848858813),
("hour", -1.8971199848858813),
("integer (numeric)minute (grain)", -1.8971199848858813),
("minute", -1.8971199848858813),
("integer (numeric)hour (grain)", -2.3025850929940455)],
n = 6},
koData =
ClassData{prior = -1.9459101490553135,
unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("hour", -1.6094379124341003),
("integer 4hour (grain)", -1.6094379124341003)],
n = 1}}),
("<time-of-day> am|pm",
Classifier{okData =
ClassData{prior = -0.3629054936893685,
unseen = -3.6635616461296463,
likelihoods =
HashMap.fromList
[("\1489 <date>", -2.9444389791664407),
("at <time-of-day>", -2.9444389791664407),
("time-of-day (latent)", -2.2512917986064953),
("hh:mm", -1.1526795099383855), ("hour", -1.845826690498331),
("minute", -1.1526795099383855)],
n = 16},
koData =
ClassData{prior = -1.1895840668738362, unseen = -3.044522437723423,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -0.916290731874155),
("hour", -0.916290731874155)],
n = 7}}),
("integer 10",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),
("intersect by \",\"",
Classifier{okData =
ClassData{prior = -0.3794896217049037,
unseen = -3.7612001156935624,
likelihoods =
HashMap.fromList
[("intersect by \",\"year", -3.044522437723423),
("dayday", -2.128231705849268),
("named-dayintersect by \",\"", -2.639057329615259),
("dayyear", -2.128231705849268),
("<named-month> <day-of-month> (non ordinal)intersect",
-3.044522437723423),
("named-day<named-month> <day-of-month> (non ordinal)",
-3.044522437723423),
("intersect by \",\"intersect", -3.044522437723423),
("named-dayintersect", -3.044522437723423),
("dayminute", -1.9459101490553135),
("named-day<day-of-month> (ordinal) of <named-month>",
-3.044522437723423),
("intersectyear", -3.044522437723423),
("named-day<day-of-month> (non ordinal) of <named-month>",
-3.044522437723423),
("intersectintersect", -3.044522437723423),
("<named-month> <day-of-month> (non ordinal)year",
-2.639057329615259)],
n = 13},
koData =
ClassData{prior = -1.1526795099383855, unseen = -3.367295829986474,
likelihoods =
HashMap.fromList
[("daymonth", -2.639057329615259),
("named-dayintersect by \",\"", -2.639057329615259),
("named-day\1497\1493\1500\1497", -2.639057329615259),
("<named-month> <day-of-month> (non ordinal)intersect",
-2.639057329615259),
("intersect by \",\"intersect", -2.639057329615259),
("named-dayintersect", -2.639057329615259),
("dayminute", -1.540445040947149),
("intersectintersect", -2.639057329615259)],
n = 6}}),
("hh:mm",
Classifier{okData =
ClassData{prior = -7.410797215372185e-2,
unseen = -2.70805020110221,
likelihoods = HashMap.fromList [("", 0.0)], n = 13},
koData =
ClassData{prior = -2.639057329615259, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("named-day",
Classifier{okData =
ClassData{prior = -3.7740327982847086e-2,
unseen = -3.332204510175204,
likelihoods = HashMap.fromList [("", 0.0)], n = 26},
koData =
ClassData{prior = -3.295836866004329, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("ordinal 1",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [("", 0.0)], n = 7}}),
("current <day-of-week>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.70805020110221,
likelihoods =
HashMap.fromList
[("\1489 <date>", -1.9459101490553135),
("\1489 <named-day>", -1.9459101490553135),
("day", -0.8472978603872037),
("named-day", -1.252762968495368)],
n = 5},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("integer 4",
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}}),
("quarter of an hour",
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}}),
("<named-day> <day-of-month> (ordinal)",
Classifier{okData =
ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("named-dayordinal (digits)", -0.916290731874155),
("day", -0.916290731874155)],
n = 1},
koData =
ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("absorption of , after named dayordinal (digits)",
-0.916290731874155),
("day", -0.916290731874155)],
n = 1}}),
("<duration> ago",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("day", -0.6931471805599453),
("<integer> <unit-of-duration>", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("ordinal 6",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),
("integer 3",
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 <time>",
Classifier{okData =
ClassData{prior = -0.9808292530117262,
unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("\1489 <date>", -1.791759469228055),
("day", -1.791759469228055), ("named-day", -1.791759469228055),
("hour", -1.3862943611198906),
("week-end", -1.791759469228055)],
n = 3},
koData =
ClassData{prior = -0.4700036292457356, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("day", -0.9808292530117262),
("named-day", -1.6739764335716716),
("<day-of-month> (ordinal)", -1.3862943611198906)],
n = 5}}),
("<day-of-month> (ordinal)",
Classifier{okData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("ordinal 4", -1.7047480922384253),
("ordinal 3", -1.7047480922384253),
("ordinal 2", -1.0116009116784799),
("ordinal 1", -1.2992829841302609)],
n = 7}}),
("\1488\1493\1511\1496\1493\1489\1512",
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}}),
("noon",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),
("\1508\1489\1512\1493\1488\1512",
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}}),
("next <time>",
Classifier{okData =
ClassData{prior = -1.3862943611198906,
unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("\1502\1512\1509", -1.0986122886681098),
("month", -1.0986122886681098)],
n = 1},
koData =
ClassData{prior = -0.2876820724517809,
unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("day", -0.916290731874155), ("named-day", -0.916290731874155)],
n = 3}}),
("last <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("week", -1.0986122886681098),
("month (grain)", -1.791759469228055),
("week (grain)", -1.0986122886681098),
("month", -1.791759469228055)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("ordinal 20..90",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("hhmm (military) am|pm",
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}}),
("in <duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.044522437723423,
likelihoods =
HashMap.fromList
[("day", -2.3025850929940455),
("half an hour", -2.3025850929940455),
("<integer> <unit-of-duration>", -1.2039728043259361),
("quarter of an hour", -2.3025850929940455),
("hour", -1.8971199848858813), ("minute", -1.3862943611198906)],
n = 7},
koData =
ClassData{prior = -infinity, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0}}),
("<datetime> - <datetime> (interval)",
Classifier{okData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("year<hour-of-day> <integer>", -0.6931471805599453),
("yearminute", -0.6931471805599453)],
n = 2}}),
("in <named-month>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("\1502\1512\1509", -1.3862943611198906),
("\1488\1493\1511\1496\1493\1489\1512", -1.791759469228055),
("month", -0.8754687373538999),
("\1508\1489\1512\1493\1488\1512", -1.791759469228055)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("ordinal 5",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("<named-month> <day-of-month> (non ordinal)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.1354942159291497,
likelihoods =
HashMap.fromList
[("in <named-month>integer (numeric)", -2.3978952727983707),
("\1502\1512\1509integer (numeric)", -2.3978952727983707),
("\1489 <date>integer (numeric)", -2.3978952727983707),
("\1508\1489\1512\1493\1488\1512integer (numeric)",
-2.3978952727983707),
("\1488\1493\1490\1493\1505\1496integer (numeric)",
-2.3978952727983707),
("\1488\1508\1512\1497\1500integer (numeric)",
-2.3978952727983707),
("\1497\1493\1500\1497integer (numeric)", -2.3978952727983707),
("month", -1.0116009116784799)],
n = 7},
koData =
ClassData{prior = -infinity, unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [], n = 0}}),
("<day-of-month> (non ordinal) <named-month>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("integer (numeric)in <named-month>", -1.8718021769015913),
("integer 3\1489 <date>", -1.8718021769015913),
("integer (numeric)\1489 <date>", -1.8718021769015913),
("month", -0.9555114450274363),
("integer 3in <named-month>", -1.8718021769015913)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("ordinal (digits)",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [("", 0.0)], n = 7},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [("", 0.0)], n = 7}}),
("<day-of-month>(ordinal) <named-month> year",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("ordinal 3\1489 <date>", -1.252762968495368),
("month", -0.8472978603872037),
("ordinal 3in <named-month>", -1.252762968495368)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("morning",
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}}),
("week-end",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("this evening",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("day (grain)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("this <time>",
Classifier{okData =
ClassData{prior = -0.45198512374305727,
unseen = -3.0910424533583156,
likelihoods =
HashMap.fromList
[("\1489 <date>", -1.9459101490553135),
("\1489 <named-day>", -2.3513752571634776),
("day", -1.252762968495368), ("named-day", -1.6582280766035324),
("hour", -1.9459101490553135),
("week-end", -2.3513752571634776)],
n = 7},
koData =
ClassData{prior = -1.0116009116784799, unseen = -2.772588722239781,
likelihoods =
HashMap.fromList
[("\1489 <date>", -2.0149030205422647),
("day", -1.0986122886681098),
("<day-of-month> (ordinal)", -1.3217558399823195)],
n = 4}})]