duckling-0.2.0.0: Duckling/Ranking/Classifiers/BG_XX.hs
-- Copyright (c) 2016-present, Facebook, Inc.
-- All rights reserved.
--
-- This source code is licensed under the BSD-style license found in the
-- LICENSE file in the root directory of this source tree. An additional grant
-- of patent rights can be found in the PATENTS file in the same directory.
-----------------------------------------------------------------
-- Auto-generated by regenClassifiers
--
-- DO NOT EDIT UNLESS YOU ARE SURE THAT YOU KNOW WHAT YOU ARE DOING
-- @generated
-----------------------------------------------------------------
{-# LANGUAGE OverloadedStrings #-}
module Duckling.Ranking.Classifiers.BG_XX (classifiers) where
import Data.String
import Prelude
import qualified Data.HashMap.Strict as HashMap
import Duckling.Ranking.Types
classifiers :: Classifiers
classifiers
= HashMap.fromList
[("Thursday",
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 (numeric)",
Classifier{okData =
ClassData{prior = -0.7308875085427924, unseen = -2.70805020110221,
likelihoods = HashMap.fromList [("", 0.0)], n = 13},
koData =
ClassData{prior = -0.6567795363890705, unseen = -2.772588722239781,
likelihoods = HashMap.fromList [("", 0.0)], n = 14}}),
("noon|midnight|EOD|end of day",
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}}),
("from|since|after <time>",
Classifier{okData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -2.772588722239781,
likelihoods =
HashMap.fromList
[("noon|midnight|EOD|end of day", -2.0149030205422647),
("day", -1.6094379124341003),
("the <day-of-month> (number)", -1.6094379124341003),
("time-of-day (latent)", -1.6094379124341003),
("hour", -1.3217558399823195)],
n = 5}}),
("<day-of-month> (ordinal or number) <named-month>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("ordinals (first..19th)March", -2.0794415416798357),
("integer (numeric)April", -2.0794415416798357),
("integer (numeric)August", -2.0794415416798357),
("integer (numeric)February", -2.0794415416798357),
("month", -0.9808292530117262),
("integer (numeric)March", -2.0794415416798357)],
n = 5},
koData =
ClassData{prior = -infinity, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0}}),
("<time> <part-of-day>",
Classifier{okData =
ClassData{prior = -1.0986122886681098,
unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("hourhour", -1.0986122886681098),
("at <time-of-day>part of days", -1.5040773967762742),
("time-of-day (latent)part of days", -1.5040773967762742)],
n = 2},
koData =
ClassData{prior = -0.40546510810816444,
unseen = -2.639057329615259,
likelihoods =
HashMap.fromList
[("dayhour", -1.1786549963416462),
("the <day-of-month> (number)part of days",
-1.1786549963416462),
("hourhour", -1.8718021769015913),
("time-of-day (latent)part of days", -1.8718021769015913)],
n = 4}}),
("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}}),
("at <time-of-day>",
Classifier{okData =
ClassData{prior = -0.1823215567939546, unseen = -2.772588722239781,
likelihoods =
HashMap.fromList
[("<time-of-day> am", -2.0149030205422647),
("time-of-day (latent)", -1.3217558399823195),
("hh:mm", -2.0149030205422647), ("hour", -1.0986122886681098),
("minute", -2.0149030205422647)],
n = 5},
koData =
ClassData{prior = -1.791759469228055, unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -1.252762968495368),
("hour", -1.252762968495368)],
n = 1}}),
("absorption of , after named day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("Monday", -0.6931471805599453), ("day", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("tonight",
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-of-day> pm",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("hh:mm", -1.0986122886681098),
("minute", -1.0986122886681098)],
n = 1},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -1.0986122886681098),
("hour", -1.0986122886681098)],
n = 1}}),
("October",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("month (grain)",
Classifier{okData =
ClassData{prior = 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-of-day> o'clock",
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}}),
("in|within|after <duration>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("day", -1.252762968495368), ("year", -1.252762968495368),
("<integer> <unit-of-duration>", -0.8472978603872037)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("hour (grain)",
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}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.3364722366212129,
unseen = -3.1354942159291497,
likelihoods =
HashMap.fromList
[("daymonth", -2.3978952727983707),
("monthyear", -2.3978952727983707),
("Octoberyear (latent)", -2.3978952727983707),
("todayat <time-of-day>", -2.3978952727983707),
("dayday", -2.3978952727983707),
("absorption of , after named day<day-of-month> (ordinal or number) <named-month>",
-2.3978952727983707),
("dayyear", -2.3978952727983707),
("the <day-of-month> (ordinal)March", -2.3978952727983707),
("<day-of-month> (ordinal or number) <named-month>year (latent)",
-2.3978952727983707),
("dayminute", -2.3978952727983707)],
n = 5},
koData =
ClassData{prior = -1.252762968495368, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("dayhour", -2.0794415416798357),
("monthyear", -2.0794415416798357),
("todayat <time-of-day>", -2.0794415416798357),
("Aprilyear (latent)", -2.0794415416798357)],
n = 2}}),
("after lunch/work/school",
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}}),
("in <number> (implicit 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 (numeric)", 0.0)],
n = 2}}),
("year (grain)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Saturday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("year (latent)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Monday",
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}}),
("yesterday",
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}}),
("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}}),
("<time-of-day> am",
Classifier{okData =
ClassData{prior = -0.2876820724517809,
unseen = -2.4849066497880004,
likelihoods =
HashMap.fromList
[("at <time-of-day>", -1.7047480922384253),
("time-of-day (latent)", -1.7047480922384253),
("hh:mm", -1.7047480922384253), ("hour", -1.2992829841302609),
("minute", -1.7047480922384253)],
n = 3},
koData =
ClassData{prior = -1.3862943611198906,
unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("time-of-day (latent)", -1.252762968495368),
("hour", -1.252762968495368)],
n = 1}}),
("week (grain)",
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}}),
("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}}),
("this <part-of-day>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("tonight", -1.252762968495368), ("hour", -0.8472978603872037),
("part of days", -1.252762968495368)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("Friday",
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}}),
("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}}),
("this|last|next <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.044522437723423,
likelihoods =
HashMap.fromList
[("week", -1.6094379124341003),
("month (grain)", -2.3025850929940455),
("year (grain)", -1.6094379124341003),
("week (grain)", -1.6094379124341003),
("year", -1.6094379124341003), ("month", -2.3025850929940455)],
n = 7},
koData =
ClassData{prior = -infinity, unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [], n = 0}}),
("<time> after next",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("Friday", -0.6931471805599453), ("day", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("the <day-of-month> (ordinal)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("ordinals (first..19th)", 0.0)],
n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("the <day-of-month> (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 [("integer (numeric)", 0.0)],
n = 5}}),
("Sunday",
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}}),
("February",
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-of-day (latent)",
Classifier{okData =
ClassData{prior = -0.8109302162163288,
unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("integer (numeric)", -0.40546510810816444),
("number (0..19)", -1.0986122886681098)],
n = 4},
koData =
ClassData{prior = -0.587786664902119, unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList [("integer (numeric)", -0.15415067982725836)],
n = 5}}),
("<integer> <unit-of-duration>",
Classifier{okData =
ClassData{prior = -0.40546510810816444,
unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("integer (numeric)day (grain)", -1.6094379124341003),
("integer (numeric)year (grain)", -1.6094379124341003),
("day", -1.6094379124341003), ("year", -1.6094379124341003)],
n = 2},
koData =
ClassData{prior = -1.0986122886681098,
unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("hour", -1.3862943611198906),
("integer (numeric)hour (grain)", -1.3862943611198906)],
n = 1}}),
("ordinals (first..19th)",
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}}),
("on <day>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("day", -0.6931471805599453),
("the <day-of-month> (ordinal)", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("a <unit-of-duration>",
Classifier{okData =
ClassData{prior = -infinity, unseen = -2.3978952727983707,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -3.4339872044851463,
likelihoods =
HashMap.fromList
[("week", -2.0149030205422647),
("month (grain)", -2.70805020110221),
("hour (grain)", -2.70805020110221),
("year (grain)", -1.791759469228055),
("week (grain)", -2.0149030205422647),
("day", -2.70805020110221), ("year", -1.791759469228055),
("hour", -2.70805020110221), ("month", -2.70805020110221),
("day (grain)", -2.70805020110221)],
n = 10}}),
("hh:mm",
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 (0..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}}),
("intersect by \",\", \"of\", \"from\", \"'s\"",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("Monday<day-of-month> (ordinal or number) <named-month>",
-0.6931471805599453),
("dayday", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("March",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Christmas",
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}}),
("dd.mm.yyyy",
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}}),
("decimal number",
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}}),
("<day-of-month>(ordinal or number)/<named-month>/year",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("integer (numeric)April", -0.6931471805599453),
("month", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("next <time>",
Classifier{okData =
ClassData{prior = -0.40546510810816444,
unseen = -2.3025850929940455,
likelihoods =
HashMap.fromList
[("day", -1.5040773967762742), ("March", -1.5040773967762742),
("month", -1.5040773967762742),
("Tuesday", -1.5040773967762742)],
n = 2},
koData =
ClassData{prior = -1.0986122886681098,
unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("Friday", -1.252762968495368), ("day", -1.252762968495368)],
n = 1}}),
("Tuesday",
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}}),
("<named-month> year",
Classifier{okData =
ClassData{prior = -1.0986122886681098, unseen = -1.791759469228055,
likelihoods =
HashMap.fromList
[("October", -0.916290731874155), ("month", -0.916290731874155)],
n = 1},
koData =
ClassData{prior = -0.40546510810816444,
unseen = -2.0794415416798357,
likelihoods =
HashMap.fromList
[("April", -0.8472978603872037), ("month", -0.8472978603872037)],
n = 2}}),
("winter",
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-month> <day-of-month> (non ordinal)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("Aprilinteger (numeric)", -0.6931471805599453),
("month", -0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("this|next <day-of-week>",
Classifier{okData =
ClassData{prior = -0.40546510810816444,
unseen = -2.1972245773362196,
likelihoods =
HashMap.fromList
[("Monday", -1.3862943611198906), ("day", -0.9808292530117262),
("Tuesday", -1.3862943611198906)],
n = 2},
koData =
ClassData{prior = -1.0986122886681098,
unseen = -1.9459101490553135,
likelihoods =
HashMap.fromList
[("Friday", -1.0986122886681098), ("day", -1.0986122886681098)],
n = 1}}),
("day (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}}),
("right 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}}),
("intersect by \",\", \"of\", \"from\" for year",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods =
HashMap.fromList
[("dayyear", -0.6931471805599453),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-0.6931471805599453)],
n = 1},
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("part of days",
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}}),
("summer",
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}}),
("this <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("Monday", -1.6094379124341003), ("day", -0.916290731874155),
("winter", -1.6094379124341003),
("summer", -1.6094379124341003)],
n = 3},
koData =
ClassData{prior = -infinity, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [], n = 0}}),
("August",
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}})]