Duckling/Ranking/Classifiers/ZH_XX.hs (1,563 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.ZH_XX (classifiers) where
import Data.String
import Prelude
import qualified Data.HashMap.Strict as HashMap
import Duckling.Ranking.Types
classifiers :: Classifiers
classifiers
= HashMap.fromList
[("\25490\28783\33410",
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}}),
("\19996\27491\25945\26837\26525\20027\26085",
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}}),
("number of 5 minutes after|past <integer> (hour-of-day)",
Classifier{okData =
ClassData{prior = -0.2231435513142097, unseen = -3.332204510175204,
likelihoods =
HashMap.fromList
[("<integer> (latent time-of-day)integer (0..10)",
-0.8979415932059586),
("hour", -0.7308875085427924),
("<integer> (latent time-of-day)<number>\20010/\20491",
-2.1972245773362196)],
n = 12},
koData =
ClassData{prior = -1.6094379124341003,
unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("<integer> (latent time-of-day)integer (0..10)",
-0.8109302162163288),
("hour", -0.8109302162163288)],
n = 3}}),
("\21360\24230\20016\25910\33410\31532\22235\22825",
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}}),
("<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 = -0.4700036292457356,
unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5},
koData =
ClassData{prior = -0.9808292530117262,
unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.6931471805599453, unseen = -4.23410650459726,
likelihoods = HashMap.fromList [("", 0.0)], n = 67},
koData =
ClassData{prior = -0.6931471805599453, unseen = -4.23410650459726,
likelihoods = HashMap.fromList [("", 0.0)], n = 67}}),
("\21355\22622\33410",
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}}),
("the day before 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}}),
("\22269\38469\28040\36153\32773\26435\30410\26085",
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}}),
("\24314\20891\33410",
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}}),
("\29369\22826\26032\24180",
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}}),
("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 = -1.6094379124341003,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -0.2231435513142097, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),
("absorption of , after named day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("day", -0.6931471805599453), ("Sunday", -0.6931471805599453)],
n = 7},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("September",
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}}),
("tonight",
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}}),
("October",
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}}),
("month (grain)",
Classifier{okData =
ClassData{prior = -0.963437510299857, unseen = -3.4339872044851463,
likelihoods = HashMap.fromList [("", 0.0)], n = 29},
koData =
ClassData{prior = -0.48058573857627246,
unseen = -3.891820298110627,
likelihoods = HashMap.fromList [("", 0.0)], n = 47}}),
("<time-of-day> o'clock",
Classifier{okData =
ClassData{prior = -1.466337068793427, unseen = -3.044522437723423,
likelihoods =
HashMap.fromList
[("<integer> (latent time-of-day)", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 9},
koData =
ClassData{prior = -0.262364264467491, unseen = -4.143134726391533,
likelihoods =
HashMap.fromList
[("<integer> (latent time-of-day)", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 30}}),
("integer (20,30,40)",
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}}),
("Wednesday",
Classifier{okData =
ClassData{prior = -5.715841383994864e-2,
unseen = -2.9444389791664407,
likelihoods = HashMap.fromList [("", 0.0)], n = 17},
koData =
ClassData{prior = -2.890371757896165, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("\21360\24230\20016\25910\33410\31532\19977\22825",
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 (grain)",
Classifier{okData =
ClassData{prior = -9.53101798043249e-2,
unseen = -3.0910424533583156,
likelihoods = HashMap.fromList [("", 0.0)], n = 20},
koData =
ClassData{prior = -2.3978952727983707,
unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),
("\22307\20250\33410",
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}}),
("\20803\26086",
Classifier{okData =
ClassData{prior = -1.0986122886681098, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -0.40546510810816444,
unseen = -2.3025850929940455,
likelihoods = HashMap.fromList [("", 0.0)], n = 8}}),
("\32654\22269\29420\31435\26085",
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",
Classifier{okData =
ClassData{prior = -5.694137640013845e-2,
unseen = -6.329720905522696,
likelihoods =
HashMap.fromList
[("\20799\31461\33410<part-of-day> <dim time>",
-4.718498871295094),
("year (numeric with year symbol)\20809\26126\33410",
-4.248495242049359),
("xxxx year<named-month> <day-of-month>", -4.941642422609305),
("daymonth", -4.248495242049359),
("monthday", -1.9459101490553135),
("next yearSeptember", -5.2293244950610855),
("year (numeric with year symbol)\25995\26376",
-4.941642422609305),
("year (numeric with year symbol)\20061\22812\33410",
-4.941642422609305),
("year (numeric with year symbol)February", -4.718498871295094),
("xxxx yearintersect", -4.941642422609305),
("March<time> <day-of-month>", -3.7629874262676584),
("year (numeric with year symbol)<named-month> <day-of-month>",
-3.494723439672979),
("monthhour", -3.7629874262676584),
("year (numeric with year symbol)\22320\29699\19968\23567\26102",
-5.2293244950610855),
("year (numeric with year symbol)April", -5.2293244950610855),
("dayday", -2.284885515894645),
("hourhour", -4.718498871295094),
("xxxx yearFebruary", -5.634789603169249),
("year (numeric with year symbol)March", -4.1307122063929755),
("February<dim time> <part-of-day>", -3.7629874262676584),
("hourminute", -4.718498871295094),
("April<time> <day-of-month>", -5.2293244950610855),
("February<time> <day-of-month>", -2.614364717024887),
("absorption of , after named day<named-month> <day-of-month>",
-3.619886582626985),
("year (numeric with year symbol)\22823\25995\26399",
-4.941642422609305),
("this <cycle><time> <day-of-month>", -4.941642422609305),
("year (numeric with year symbol)\22235\26092\33410",
-5.2293244950610855),
("yearmonth", -3.332204510175204),
("year (numeric with year symbol)\20303\26842\33410",
-5.2293244950610855),
("dayminute", -4.718498871295094),
("next <cycle>September", -5.634789603169249),
("intersect by \",\"<time> <day-of-month>", -3.619886582626985),
("xxxx yearMarch", -5.634789603169249),
("absorption of , after named dayintersect",
-3.619886582626985),
("intersect<time> <day-of-month>", -2.8015762591130335),
("next <cycle><time> <day-of-month>", -4.941642422609305),
("tonight<time-of-day> o'clock", -4.718498871295094),
("year (numeric with year symbol)intersect",
-3.494723439672979),
("yearday", -2.0794415416798357),
("absorption of , after named dayFebruary", -4.248495242049359),
("year (numeric with year symbol)\19971\19971\33410",
-4.248495242049359),
("year (numeric with year symbol)\36926\36234\33410",
-5.2293244950610855),
("year (numeric with year symbol)\29369\22826\26032\24180",
-5.2293244950610855),
("yearminute", -5.2293244950610855),
("<dim time> <part-of-day>relative (10-59) minutes after|past <integer> (hour-of-day)",
-4.718498871295094)],
n = 256},
koData =
ClassData{prior = -2.894068619777491, unseen = -4.3694478524670215,
likelihoods =
HashMap.fromList
[("\20799\31461\33410<part-of-day> <dim time>",
-2.159484249353372),
("dayhour", -2.7472709142554916),
("year (numeric with year symbol)Sunday", -3.6635616461296463),
("<dim time> <part-of-day><time-of-day> o'clock",
-3.258096538021482),
("hourhour", -3.258096538021482),
("hourminute", -2.7472709142554916),
("dayminute", -2.7472709142554916),
("yearday", -3.6635616461296463),
("<dim time> <part-of-day>relative (10-59) minutes after|past <integer> (hour-of-day)",
-2.7472709142554916)],
n = 15}}),
("half after|past <integer> (hour-of-day)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("<integer> (latent time-of-day)", -0.6931471805599453),
("hour", -0.6931471805599453)],
n = 5},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("\20399\20029\33410",
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}}),
("year (grain)",
Classifier{okData =
ClassData{prior = -1.625967214385311, unseen = -2.639057329615259,
likelihoods = HashMap.fromList [("", 0.0)], n = 12},
koData =
ClassData{prior = -0.21905356606268464,
unseen = -3.9318256327243257,
likelihoods = HashMap.fromList [("", 0.0)], n = 49}}),
("Saturday",
Classifier{okData =
ClassData{prior = -0.8754687373538999,
unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5},
koData =
ClassData{prior = -0.5389965007326869,
unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [("", 0.0)], n = 7}}),
("next <cycle>",
Classifier{okData =
ClassData{prior = -0.570544858467613, unseen = -3.4965075614664802,
likelihoods =
HashMap.fromList
[("week", -1.6739764335716716),
("month (grain)", -1.5198257537444133),
("year (grain)", -2.367123614131617),
("week (grain)", -1.6739764335716716),
("year", -2.367123614131617), ("month", -1.5198257537444133)],
n = 13},
koData =
ClassData{prior = -0.832909122935104, unseen = -3.295836866004329,
likelihoods =
HashMap.fromList
[("week", -0.8602012652231115),
("week (grain)", -0.8602012652231115)],
n = 10}}),
("last year",
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}}),
("\22307\27583\34987\27585\26085",
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}}),
("this <day-of-week>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.970291913552122,
likelihoods =
HashMap.fromList
[("Wednesday", -1.8718021769015913),
("Monday", -1.8718021769015913), ("day", -0.7323678937132265),
("Tuesday", -1.5533484457830569)],
n = 24},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("\35199\36203\25176\25289\33410",
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}}),
("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 = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("\20811\21704\29305\26222\36838\33410",
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}}),
("\21313\32988\33410",
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}}),
("evening|night",
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}}),
("\20303\26842\33410",
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}}),
("\22307\19977\19968\20027\26085",
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}}),
("\30331\38660\33410",
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}}),
("Monday",
Classifier{okData =
ClassData{prior = -0.15415067982725836,
unseen = -3.258096538021482,
likelihoods = HashMap.fromList [("", 0.0)], n = 24},
koData =
ClassData{prior = -1.9459101490553135, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),
("\19971\19971\33410",
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}}),
("yesterday",
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}}),
("next year",
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> <day-of-month>",
Classifier{okData =
ClassData{prior = -0.24946085963158313,
unseen = -4.204692619390966,
likelihoods =
HashMap.fromList
[("integer (numeric)", -1.3564413979702095),
("integer (20,30,40)", -3.0910424533583156),
("integer with consecutive unit modifiers", -1.245215762859985),
("integer (0..10)", -1.4170660197866443),
("number suffix: \21313|\25342", -2.1102132003465894),
("compose by multiplication", -3.0910424533583156)],
n = 60},
koData =
ClassData{prior = -1.5105920777974677,
unseen = -3.1780538303479458,
likelihoods =
HashMap.fromList
[("integer (0..10)", -0.3629054936893685),
("number suffix: \21313|\25342", -2.03688192726104)],
n = 17}}),
("\19996\27491\25945\22797\27963\33410",
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}}),
("hh:mm (time-of-day)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.833213344056216,
likelihoods = HashMap.fromList [("", 0.0)], n = 15},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("relative (1-9) minutes after|past <integer> (hour-of-day)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.044522437723423,
likelihoods =
HashMap.fromList
[("<integer> (latent time-of-day)integer (0..10)",
-0.6931471805599453),
("hour", -0.6931471805599453)],
n = 9},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("<integer> (latent time-of-day)",
Classifier{okData =
ClassData{prior = -0.2754119798599665,
unseen = -3.8066624897703196,
likelihoods =
HashMap.fromList
[("integer (numeric)", -2.174751721484161),
("integer (0..10)", -0.1466034741918754)],
n = 41},
koData =
ClassData{prior = -1.4240346891027378, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("integer (numeric)", -0.4700036292457356),
("one point 2", -1.1631508098056809)],
n = 13}}),
("\36926\36234\33410",
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}}),
("nth <time> of <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("Octoberordinal (digits)Monday", -0.6931471805599453),
("monthday", -0.6931471805599453)],
n = 4},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("\22235\26092\33410",
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}}),
("\19996\27491\25945\22307\21608\20845",
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}}),
("April",
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}}),
("\21360\24230\20016\25910\33410",
Classifier{okData =
ClassData{prior = -0.5108256237659907,
unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -0.916290731874155, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),
("\20809\26126\33410",
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}}),
("week (grain)",
Classifier{okData =
ClassData{prior = -0.8434293836092833,
unseen = -3.6635616461296463,
likelihoods = HashMap.fromList [("", 0.0)], n = 37},
koData =
ClassData{prior = -0.5625269981428811,
unseen = -3.9318256327243257,
likelihoods = HashMap.fromList [("", 0.0)], n = 49}}),
("relative (10-59) minutes after|past <integer> (hour-of-day)",
Classifier{okData =
ClassData{prior = -0.45198512374305727,
unseen = -4.127134385045092,
likelihoods =
HashMap.fromList
[("<integer> (latent time-of-day)compose by multiplication",
-2.164963715117998),
("<integer> (latent time-of-day)integer with consecutive unit modifiers",
-0.9753796482441617),
("hour", -0.7435780341868373)],
n = 28},
koData =
ClassData{prior = -1.0116009116784799,
unseen = -3.6375861597263857,
likelihoods =
HashMap.fromList
[("<integer> (latent time-of-day)number suffix: \21313|\25342",
-1.413693335308005),
("<integer> (latent time-of-day)integer (0..10)",
-1.413693335308005),
("hour", -0.7777045685880083)],
n = 16}}),
("year (numeric with year symbol)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.891820298110627,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 47},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("now",
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}}),
("\22823\25995\26399",
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}}),
("\24858\20154\33410",
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}}),
("\29369\22826\26893\26641\33410",
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}}),
("\19996\27491\25945\22797\27963\33410\26143\26399\19968",
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}}),
("\22307\28789\33410\24198\26085",
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}}),
("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 = -1.791759469228055,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 4}}),
("Friday",
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}}),
("tomorrow",
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}}),
("this year",
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}}),
("\22522\30563\22307\20307\33410",
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}}),
("\28595\38376\22238\24402\32426\24565\26085",
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}}),
("\21360\24230\20804\22969\33410",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("next <day-of-week>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.1780538303479458,
likelihoods =
HashMap.fromList
[("Wednesday", -1.3437347467010947),
("day", -0.7375989431307791), ("Tuesday", -1.3437347467010947)],
n = 10},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("fractional number",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5}}),
("Sunday",
Classifier{okData =
ClassData{prior = -4.8790164169432056e-2,
unseen = -3.0910424533583156,
likelihoods = HashMap.fromList [("", 0.0)], n = 20},
koData =
ClassData{prior = -3.044522437723423, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("afternoon",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.6375861597263857,
likelihoods = HashMap.fromList [("", 0.0)], n = 36},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<duration> from now",
Classifier{okData =
ClassData{prior = -infinity, unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -3.891820298110627,
likelihoods =
HashMap.fromList
[("week", -2.2617630984737906), ("second", -2.772588722239781),
("day", -2.2617630984737906), ("year", -2.772588722239781),
("<integer> <unit-of-duration>", -0.8266785731844679),
("hour", -2.2617630984737906), ("month", -2.772588722239781),
("minute", -2.772588722239781)],
n = 20}}),
("\36174\32618\26085",
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}}),
("February",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.258096538021482,
likelihoods = HashMap.fromList [("", 0.0)], n = 24},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("this <cycle>",
Classifier{okData =
ClassData{prior = -0.8909729238898653,
unseen = -3.6635616461296463,
likelihoods =
HashMap.fromList
[("week", -1.1526795099383855),
("month (grain)", -2.2512917986064953),
("year (grain)", -2.538973871058276),
("week (grain)", -1.1526795099383855),
("year", -2.538973871058276), ("month", -2.2512917986064953)],
n = 16},
koData =
ClassData{prior = -0.5280674302004967, unseen = -3.970291913552122,
likelihoods =
HashMap.fromList
[("week", -0.7731898882334817),
("week (grain)", -0.7731898882334817)],
n = 23}}),
("minute (grain)",
Classifier{okData =
ClassData{prior = -0.4462871026284195, unseen = -2.890371757896165,
likelihoods = HashMap.fromList [("", 0.0)], n = 16},
koData =
ClassData{prior = -1.0216512475319814,
unseen = -2.3978952727983707,
likelihoods = HashMap.fromList [("", 0.0)], n = 9}}),
("xxxx year",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods =
HashMap.fromList
[("integer (0..10)integer (0..10)integer (0..10)integer (0..10)",
0.0)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<dim time> <part-of-day>",
Classifier{okData =
ClassData{prior = -8.004270767353637e-2,
unseen = -4.6443908991413725,
likelihoods =
HashMap.fromList
[("dayhour", -0.7429086901190092),
("<named-month> <day-of-month>morning", -2.069779630768099),
("\24773\20154\33410evening|night", -3.536116699561526),
("\20799\31461\33410afternoon", -3.536116699561526),
("intersectmorning", -2.069779630768099),
("<time> <day-of-month>morning", -2.069779630768099),
("Mondaymorning", -2.4375044108934163)],
n = 48},
koData =
ClassData{prior = -2.5649493574615367, unseen = -2.772588722239781,
likelihoods =
HashMap.fromList
[("dayhour", -1.0986122886681098),
("<time> <day-of-month>morning", -1.0986122886681098)],
n = 4}}),
("<part-of-day> <dim time>",
Classifier{okData =
ClassData{prior = -0.7935659283069926,
unseen = -5.0369526024136295,
likelihoods =
HashMap.fromList
[("tonight<integer> (latent time-of-day)", -3.4210000089583352),
("afternoonrelative (10-59) minutes after|past <integer> (hour-of-day)",
-1.6631420914059614),
("hourhour", -2.322387720290225),
("afternoon<time-of-day> o'clock", -3.644143560272545),
("hourminute", -0.9699949108460162),
("afternoon<integer> (latent time-of-day)", -3.644143560272545),
("afternoonrelative (1-9) minutes after|past <integer> (hour-of-day)",
-2.72785282839839),
("afternoonhh:mm (time-of-day)", -3.644143560272545),
("tonight<time-of-day> o'clock", -3.4210000089583352),
("afternoonnumber of 5 minutes after|past <integer> (hour-of-day)",
-2.4654885639308985),
("afternoonhalf after|past <integer> (hour-of-day)",
-3.2386784521643803)],
n = 71},
koData =
ClassData{prior = -0.6018985090948004, unseen = -5.214935757608986,
likelihoods =
HashMap.fromList
[("afternoonrelative (10-59) minutes after|past <integer> (hour-of-day)",
-2.3762728087852047),
("hourhour", -0.9899784476653142),
("afternoon<time-of-day> o'clock", -1.7754989483562746),
("hourminute", -2.21375387928743),
("afternoon<integer> (latent time-of-day)", -1.571899993115035),
("afternoonnumber of 5 minutes after|past <integer> (hour-of-day)",
-3.82319179172153)],
n = 86}}),
("<integer> <unit-of-duration>",
Classifier{okData =
ClassData{prior = -infinity, unseen = -3.1354942159291497,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -6.244166900663736,
likelihoods =
HashMap.fromList
[("number suffix: \21313|\25342month (grain)",
-4.632785353021065),
("week", -3.0233474405869645),
("integer (0..10)month (grain)", -2.745715703988685),
("integer (0..10)hour (grain)", -3.1067290495260154),
("<number>\20010/\20491week (grain)", -3.8443279926567944),
("compose by multiplicationminute (grain)", -4.45046379622711),
("second", -3.6031659358399066),
("integer (0..10)day (grain)", -3.1067290495260154),
("integer (0..10)year (grain)", -3.7573166156671647),
("<number>\20010/\20491month (grain)", -3.469634543215384),
("integer (numeric)year (grain)", -2.3710222545472743),
("integer (0..10)second (grain)", -3.6031659358399066),
("day", -3.1067290495260154), ("year", -2.1646858215494458),
("integer (0..10)minute (grain)", -2.984126727433683),
("number suffix: \21313|\25342minute (grain)",
-4.855928904335275),
("hour", -3.1067290495260154),
("integer (0..10)week (grain)", -3.534173064352955),
("month", -2.008116760857906),
("integer (numeric)month (grain)", -3.3518515075590005),
("integer with consecutive unit modifiersminute (grain)",
-4.296313116399852),
("minute", -2.553343811341229)],
n = 246}}),
("\32769\26495\33410",
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}}),
("\31709\28779\33410",
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}}),
("<time-of-day> am|pm",
Classifier{okData =
ClassData{prior = -0.4353180712578455, unseen = -3.295836866004329,
likelihoods =
HashMap.fromList
[("hh:mm (time-of-day)", -0.9555114450274363),
("<integer> (latent time-of-day)", -2.159484249353372),
("hour", -2.159484249353372), ("minute", -0.9555114450274363)],
n = 11},
koData =
ClassData{prior = -1.041453874828161, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("<integer> (latent time-of-day)", -0.8266785731844679),
("hour", -0.8266785731844679)],
n = 6}}),
("one point 2",
Classifier{okData =
ClassData{prior = -infinity, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -3.7612001156935624,
likelihoods =
HashMap.fromList
[("integer (0..10)integer (0..10)", -0.9650808960435872),
("integer (0..10)number suffix: \21313|\25342",
-1.9459101490553135),
("integer (0..10)integer with consecutive unit modifiers",
-1.3397743454849977),
("integer (0..10)<number>\20010/\20491", -2.639057329615259),
("integer (0..10)compose by multiplication",
-2.639057329615259),
("integer (0..10)half", -2.639057329615259)],
n = 36}}),
("intersect by \",\"",
Classifier{okData =
ClassData{prior = 0.0, unseen = -4.330733340286331,
likelihoods =
HashMap.fromList
[("daymonth", -2.2380465718564744),
("Sunday<named-month> <day-of-month>", -1.6094379124341003),
("SundayFebruary", -2.2380465718564744),
("dayday", -0.9501922835498364),
("Sundayintersect", -1.6094379124341003)],
n = 35},
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("\26837\26525\20027\26085",
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}}),
("\38463\33298\25289\33410",
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 with consecutive unit modifiers",
Classifier{okData =
ClassData{prior = -5.715841383994864e-2,
unseen = -3.6109179126442243,
likelihoods =
HashMap.fromList
[("number suffix: \21313|\25342integer (0..10)",
-0.6931471805599453),
("integer (0..10)integer (0..10)", -0.6931471805599453)],
n = 34},
koData =
ClassData{prior = -2.890371757896165, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("integer (0..10)integer (0..10)", -0.2876820724517809)],
n = 2}}),
("second (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}}),
("\19996\27491\25945\32822\31267\21463\38590\26085",
Classifier{okData =
ClassData{prior = -0.3364722366212129,
unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5},
koData =
ClassData{prior = -1.252762968495368, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),
("\25289\25746\36335\22307\21608\20845",
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}}),
("<duration> ago",
Classifier{okData =
ClassData{prior = -infinity, unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -3.891820298110627,
likelihoods =
HashMap.fromList
[("week", -2.2617630984737906), ("second", -2.772588722239781),
("day", -2.2617630984737906), ("year", -2.772588722239781),
("<integer> <unit-of-duration>", -0.8266785731844679),
("hour", -2.2617630984737906), ("month", -2.772588722239781),
("minute", -2.772588722239781)],
n = 20}}),
("\22307\35806\33410",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("last <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.332204510175204,
likelihoods =
HashMap.fromList
[("day", -0.7308875085427924), ("Sunday", -1.2163953243244932),
("Tuesday", -1.5040773967762742)],
n = 12},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("\20234\26031\20848\26032\24180",
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}}),
("March",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.833213344056216,
likelihoods = HashMap.fromList [("", 0.0)], n = 15},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("\24320\25995\33410",
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}}),
("the day after tomorrow",
Classifier{okData =
ClassData{prior = -0.5108256237659907,
unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -0.916290731874155, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),
("\22307\21608\20845",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6}}),
("\22919\22899\33410",
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}}),
("\20840\29699\38738\24180\26381\21153\26085",
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}}),
("\27431\21335\33410",
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}}),
("\20061\22812\33410",
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}}),
("next <time>",
Classifier{okData =
ClassData{prior = -0.6931471805599453, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("day", -0.7731898882334817), ("Tuesday", -0.7731898882334817)],
n = 5},
koData =
ClassData{prior = -0.6931471805599453, unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("Wednesday", -0.7731898882334817),
("day", -0.7731898882334817)],
n = 5}}),
("last <cycle>",
Classifier{okData =
ClassData{prior = -0.8472978603872037,
unseen = -3.2188758248682006,
likelihoods =
HashMap.fromList
[("week", -1.3862943611198906),
("month (grain)", -1.791759469228055),
("year (grain)", -2.4849066497880004),
("week (grain)", -1.3862943611198906),
("year", -2.4849066497880004), ("month", -1.791759469228055)],
n = 9},
koData =
ClassData{prior = -0.5596157879354228,
unseen = -3.4339872044851463,
likelihoods =
HashMap.fromList
[("week", -0.8362480242006186),
("week (grain)", -0.8362480242006186)],
n = 12}}),
("\20197\33394\21015\29420\31435\26085",
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}}),
("next n <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -4.605170185988091,
likelihoods =
HashMap.fromList
[("week", -2.3978952727983707),
("integer (0..10)hour (grain)", -2.3978952727983707),
("<number>\20010/\20491week (grain)", -2.9856819377004897),
("second", -2.803360380906535),
("integer (0..10)day (grain)", -2.515678308454754),
("integer (0..10)year (grain)", -3.2088254890146994),
("<number>\20010/\20491month (grain)", -2.803360380906535),
("integer (0..10)second (grain)", -2.803360380906535),
("day", -2.515678308454754), ("year", -3.2088254890146994),
("integer (0..10)minute (grain)", -2.649209701079277),
("hour", -2.3978952727983707),
("integer (0..10)week (grain)", -2.9856819377004897),
("month", -2.803360380906535), ("minute", -2.649209701079277)],
n = 42},
koData =
ClassData{prior = -infinity, unseen = -2.772588722239781,
likelihoods = HashMap.fromList [], n = 0}}),
("\19975\22307\33410",
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}}),
("\21476\23572\37030\33410",
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}}),
("number of five minutes",
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 (0..10)", 0.0)],
n = 2}}),
("\20799\31461\33410",
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}}),
("Tuesday",
Classifier{okData =
ClassData{prior = -3.922071315328127e-2,
unseen = -3.295836866004329,
likelihoods = HashMap.fromList [("", 0.0)], n = 25},
koData =
ClassData{prior = -3.258096538021482, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("\26149\33410",
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}}),
("number.number minutes",
Classifier{okData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -2.772588722239781,
likelihoods =
HashMap.fromList
[("integer (0..10)integer with consecutive unit modifiersminute (grain)",
-1.0986122886681098),
("integer (0..10)compose by multiplicationminute (grain)",
-1.6094379124341003),
("minute", -0.7621400520468967)],
n = 6}}),
("\32822\31267\21463\38590\26085",
Classifier{okData =
ClassData{prior = -1.0296194171811581,
unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5},
koData =
ClassData{prior = -0.4418327522790392,
unseen = -2.3978952727983707,
likelihoods = HashMap.fromList [("", 0.0)], n = 9}}),
("<named-month> <day-of-month>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -4.762173934797756,
likelihoods =
HashMap.fromList
[("Marchinteger (0..10)", -2.5563656137701454),
("Marchinteger (numeric)", -3.144152278672264),
("Aprilinteger (numeric)", -3.654977902438255),
("Februaryinteger (0..10)", -2.6741486494265287),
("Februarynumber suffix: \21313|\25342", -2.6741486494265287),
("month", -0.7462570058738938),
("Februaryinteger (numeric)", -2.5563656137701454),
("Februaryinteger with consecutive unit modifiers",
-1.8091512119399242)],
n = 54},
koData =
ClassData{prior = -infinity, unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [], n = 0}}),
("\21171\21160\33410",
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}}),
("\22797\27963\33410\26143\26399\19968",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),
("number suffix: \19975|\33836",
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}}),
("\22823\25995\39318\26085",
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}}),
("half",
Classifier{okData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5}}),
("two days after tomorrow",
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 (0..10)",
Classifier{okData =
ClassData{prior = -0.5957987257888164, unseen = -5.407171771460119,
likelihoods = HashMap.fromList [("", 0.0)], n = 221},
koData =
ClassData{prior = -0.8010045764163588, unseen = -5.204006687076795,
likelihoods = HashMap.fromList [("", 0.0)], n = 180}}),
("last n <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -4.605170185988091,
likelihoods =
HashMap.fromList
[("week", -2.9856819377004897),
("integer (0..10)month (grain)", -3.4965075614664802),
("integer (0..10)hour (grain)", -2.3978952727983707),
("second", -2.649209701079277),
("integer (0..10)day (grain)", -2.9856819377004897),
("integer (0..10)year (grain)", -3.4965075614664802),
("<number>\20010/\20491month (grain)", -2.3978952727983707),
("integer (0..10)second (grain)", -2.649209701079277),
("day", -2.9856819377004897), ("year", -3.4965075614664802),
("integer (0..10)minute (grain)", -2.3978952727983707),
("hour", -2.3978952727983707),
("integer (0..10)week (grain)", -2.9856819377004897),
("month", -2.1972245773362196),
("minute", -2.3978952727983707)],
n = 42},
koData =
ClassData{prior = -infinity, unseen = -2.772588722239781,
likelihoods = HashMap.fromList [], n = 0}}),
("last <duration>",
Classifier{okData =
ClassData{prior = -infinity, unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -3.912023005428146,
likelihoods =
HashMap.fromList
[("week", -2.2823823856765264), ("second", -2.505525936990736),
("day", -2.793208009442517),
("<integer> <unit-of-duration>", -0.8007778447523107),
("hour", -2.2823823856765264), ("month", -2.2823823856765264),
("minute", -2.2823823856765264)],
n = 21}}),
("ordinal (digits)",
Classifier{okData =
ClassData{prior = -1.252762968495368, unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList [("<number>\20010/\20491", -0.1823215567939546)],
n = 4},
koData =
ClassData{prior = -0.3364722366212129,
unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList [("integer (0..10)", -8.701137698962981e-2)],
n = 10}}),
("n <cycle> last",
Classifier{okData =
ClassData{prior = 0.0, unseen = -4.02535169073515,
likelihoods =
HashMap.fromList
[("week", -2.3978952727983707),
("integer (0..10)hour (grain)", -2.3978952727983707),
("<number>\20010/\20491week (grain)", -2.908720896564361),
("second", -2.908720896564361),
("integer (0..10)day (grain)", -2.3978952727983707),
("integer (0..10)year (grain)", -2.908720896564361),
("<number>\20010/\20491month (grain)", -2.908720896564361),
("integer (0..10)second (grain)", -2.908720896564361),
("day", -2.3978952727983707), ("year", -2.908720896564361),
("integer (0..10)minute (grain)", -2.908720896564361),
("hour", -2.3978952727983707),
("integer (0..10)week (grain)", -2.908720896564361),
("month", -2.908720896564361), ("minute", -2.908720896564361)],
n = 20},
koData =
ClassData{prior = -infinity, unseen = -2.772588722239781,
likelihoods = HashMap.fromList [], n = 0}}),
("\24527\24724\33410",
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}}),
("morning",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.890371757896165,
likelihoods = HashMap.fromList [("", 0.0)], n = 16},
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}}),
("number suffix: \21313|\25342",
Classifier{okData =
ClassData{prior = -0.1590646946296874,
unseen = -3.4339872044851463,
likelihoods = HashMap.fromList [("", 0.0)], n = 29},
koData =
ClassData{prior = -1.916922612182061, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5}}),
("\22320\29699\19968\23567\26102",
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 (grain)",
Classifier{okData =
ClassData{prior = -0.38299225225610584,
unseen = -2.833213344056216,
likelihoods = HashMap.fromList [("", 0.0)], n = 15},
koData =
ClassData{prior = -1.1451323043030026,
unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [("", 0.0)], n = 7}}),
("\22307\32426\33410",
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}}),
("\22797\27963\33410",
Classifier{okData =
ClassData{prior = -1.0986122886681098,
unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -0.40546510810816444,
unseen = -2.0794415416798357,
likelihoods = HashMap.fromList [("", 0.0)], n = 6}}),
("<number>\20010/\20491",
Classifier{okData =
ClassData{prior = -0.2006706954621511,
unseen = -3.4011973816621555,
likelihoods =
HashMap.fromList [("integer (0..10)", -3.509131981127006e-2)],
n = 27},
koData =
ClassData{prior = -1.7047480922384253,
unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("one point 2", -0.9808292530117262),
("integer (0..10)", -0.4700036292457356)],
n = 6}}),
("compose by multiplication",
Classifier{okData =
ClassData{prior = -0.3364722366212129,
unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("integer (0..10)number suffix: \21313|\25342",
-0.15415067982725836)],
n = 5},
koData =
ClassData{prior = -1.252762968495368, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("one point 2number suffix: \21313|\25342",
-0.2876820724517809)],
n = 2}}),
("\24773\20154\33410",
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}}),
("\20116\26092\33410",
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}}),
("\31070\22307\26143\26399\22235",
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}}),
("\25995\26376",
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}}),
("\27861\20196\20043\22812",
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 = 0.0, unseen = -4.07753744390572,
likelihoods =
HashMap.fromList
[("Wednesday", -1.9810014688665833),
("Monday", -1.9810014688665833), ("day", -0.8415671856782186),
("hour", -2.9618307218783095), ("Tuesday", -1.6625477377480489),
("week-end", -2.9618307218783095)],
n = 26},
koData =
ClassData{prior = -infinity, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0}})]