mirror of
https://github.com/facebook/duckling.git
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528fea9ad4
Summary: Make all years latent to prevent any four digit number to be considered a year. Reviewed By: patapizza Differential Revision: D7559843 fbshipit-source-id: f3a8625dd7d74edfffb13401278d6b4a5110359a
886 lines
51 KiB
Haskell
886 lines
51 KiB
Haskell
-- Copyright (c) 2016-present, Facebook, Inc.
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-- All rights reserved.
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--
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-- This source code is licensed under the BSD-style license found in the
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-- LICENSE file in the root directory of this source tree. An additional grant
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-- of patent rights can be found in the PATENTS file in the same directory.
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-----------------------------------------------------------------
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-- Auto-generated by regenClassifiers
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--
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-- DO NOT EDIT UNLESS YOU ARE SURE THAT YOU KNOW WHAT YOU ARE DOING
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-- @generated
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-----------------------------------------------------------------
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{-# LANGUAGE OverloadedStrings #-}
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module Duckling.Ranking.Classifiers.ZH_TW (classifiers) where
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import Data.String
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import Prelude
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import qualified Data.HashMap.Strict as HashMap
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import Duckling.Ranking.Types
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classifiers :: Classifiers
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classifiers
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= HashMap.fromList
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[("<time> timezone",
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Classifier{okData =
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ClassData{prior = 0.0, unseen = -1.6094379124341003,
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likelihoods =
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HashMap.fromList
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[("<time-of-day> am|pm", -0.6931471805599453),
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("hour", -0.6931471805599453)],
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n = 1},
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koData =
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ClassData{prior = -infinity, unseen = -1.0986122886681098,
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likelihoods = HashMap.fromList [], n = 0}}),
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("Thursday",
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Classifier{okData =
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ClassData{prior = 0.0, unseen = -1.9459101490553135,
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likelihoods = HashMap.fromList [("", 0.0)], n = 5},
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koData =
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ClassData{prior = -infinity, unseen = -0.6931471805599453,
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likelihoods = HashMap.fromList [], n = 0}}),
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("integer (numeric)",
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Classifier{okData =
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ClassData{prior = -0.5020919437972361, unseen = -3.871201010907891,
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likelihoods = HashMap.fromList [("", 0.0)], n = 46},
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koData =
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ClassData{prior = -0.9295359586241757,
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unseen = -3.4657359027997265,
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likelihoods = HashMap.fromList [("", 0.0)], n = 30}}),
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("the day before yesterday",
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Classifier{okData =
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ClassData{prior = 0.0, unseen = -1.3862943611198906,
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likelihoods = HashMap.fromList [("", 0.0)], n = 2},
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koData =
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ClassData{prior = -infinity, unseen = -0.6931471805599453,
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likelihoods = HashMap.fromList [], n = 0}}),
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("today",
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Classifier{okData =
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ClassData{prior = 0.0, unseen = -1.3862943611198906,
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likelihoods = HashMap.fromList [("", 0.0)], n = 2},
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koData =
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ClassData{prior = -infinity, unseen = -0.6931471805599453,
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likelihoods = HashMap.fromList [], n = 0}}),
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("mm/dd",
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Classifier{okData =
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ClassData{prior = -1.6094379124341003,
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unseen = -1.0986122886681098,
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likelihoods = HashMap.fromList [("", 0.0)], n = 1},
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koData =
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ClassData{prior = -0.2231435513142097, unseen = -1.791759469228055,
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likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),
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("absorption of , after named day",
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Classifier{okData =
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ClassData{prior = 0.0, unseen = -2.833213344056216,
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likelihoods =
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HashMap.fromList
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[("day", -0.6931471805599453), ("Sunday", -0.6931471805599453)],
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n = 7},
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koData =
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ClassData{prior = -infinity, unseen = -1.0986122886681098,
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likelihoods = HashMap.fromList [], n = 0}}),
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("tonight",
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Classifier{okData =
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ClassData{prior = 0.0, unseen = -1.791759469228055,
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likelihoods = HashMap.fromList [("", 0.0)], n = 4},
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koData =
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ClassData{prior = -infinity, unseen = -0.6931471805599453,
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likelihoods = HashMap.fromList [], n = 0}}),
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("October",
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Classifier{okData =
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ClassData{prior = 0.0, unseen = -1.791759469228055,
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likelihoods = HashMap.fromList [("", 0.0)], n = 4},
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koData =
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ClassData{prior = -infinity, unseen = -0.6931471805599453,
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likelihoods = HashMap.fromList [], n = 0}}),
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("month (grain)",
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Classifier{okData =
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ClassData{prior = -0.9808292530117262, unseen = -3.258096538021482,
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likelihoods = HashMap.fromList [("", 0.0)], n = 24},
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koData =
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ClassData{prior = -0.4700036292457356,
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unseen = -3.7376696182833684,
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likelihoods = HashMap.fromList [("", 0.0)], n = 40}}),
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("<time-of-day> o'clock",
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Classifier{okData =
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ClassData{prior = -0.4418327522790392, unseen = -3.044522437723423,
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likelihoods =
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HashMap.fromList
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[("<integer> (latent time-of-day)", -0.6931471805599453),
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("hour", -0.6931471805599453)],
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n = 9},
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koData =
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ClassData{prior = -1.0296194171811581,
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unseen = -2.5649493574615367,
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likelihoods =
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HashMap.fromList
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[("<integer> (latent time-of-day)", -0.6931471805599453),
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("hour", -0.6931471805599453)],
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n = 5}}),
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("national day",
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Classifier{okData =
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ClassData{prior = 0.0, unseen = -2.3025850929940455,
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likelihoods = HashMap.fromList [("", 0.0)], n = 8},
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koData =
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ClassData{prior = -infinity, unseen = -0.6931471805599453,
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likelihoods = HashMap.fromList [], n = 0}}),
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("Wednesday",
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Classifier{okData =
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ClassData{prior = 0.0, unseen = -2.9444389791664407,
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likelihoods = HashMap.fromList [("", 0.0)], n = 17},
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koData =
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ClassData{prior = -infinity, unseen = -0.6931471805599453,
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likelihoods = HashMap.fromList [], n = 0}}),
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("hour (grain)",
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Classifier{okData =
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ClassData{prior = 0.0, unseen = -3.0910424533583156,
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likelihoods = HashMap.fromList [("", 0.0)], n = 20},
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koData =
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ClassData{prior = -infinity, unseen = -0.6931471805599453,
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likelihoods = HashMap.fromList [], n = 0}}),
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("intersect",
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Classifier{okData =
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ClassData{prior = -0.4367176516122688, unseen = -4.624972813284271,
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likelihoods =
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HashMap.fromList
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[("children's day<part-of-day> <dim time>", -3.5165082281731497),
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("year (numeric with year symbol)<named-month> <day-of-month>",
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-1.5705980791178364),
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("dayday", -1.9070703157390494),
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("hourhour", -3.005682604407159),
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("hourminute", -3.5165082281731497),
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("absorption of , after named day<named-month> <day-of-month>",
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-1.9070703157390494),
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("dayminute", -3.5165082281731497),
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("tonight<time-of-day> o'clock", -3.005682604407159),
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("<dim time> <part-of-day>relative minutes after|past <integer> (hour-of-day)",
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-3.5165082281731497),
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("yearday", -1.5705980791178364)],
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n = 42},
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koData =
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ClassData{prior = -1.0388930539664873,
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unseen = -4.1588830833596715,
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likelihoods =
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HashMap.fromList
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[("children's day<part-of-day> <dim time>", -2.1972245773362196),
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("dayhour", -2.5336968139574325),
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("daymonth", -2.063693184711697),
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("year (numeric with year symbol)February", -3.044522437723423),
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("<dim time> <part-of-day><time-of-day> o'clock",
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-3.044522437723423),
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("hourhour", -3.044522437723423),
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("year (numeric with year symbol)March", -2.5336968139574325),
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("hourminute", -3.044522437723423),
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("yearmonth", -2.1972245773362196),
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("dayminute", -3.044522437723423),
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("<dim time> <part-of-day>relative minutes after|past <integer> (hour-of-day)",
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-3.044522437723423),
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("absorption of , after named dayFebruary",
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-2.063693184711697)],
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n = 23}}),
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("year (grain)",
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Classifier{okData =
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ClassData{prior = -0.8209805520698302,
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unseen = -2.5649493574615367,
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likelihoods = HashMap.fromList [("", 0.0)], n = 11},
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koData =
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ClassData{prior = -0.579818495252942, unseen = -2.772588722239781,
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likelihoods = HashMap.fromList [("", 0.0)], n = 14}}),
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("Saturday",
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Classifier{okData =
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ClassData{prior = 0.0, unseen = -1.9459101490553135,
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likelihoods = HashMap.fromList [("", 0.0)], n = 5},
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koData =
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ClassData{prior = -infinity, unseen = -0.6931471805599453,
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likelihoods = HashMap.fromList [], n = 0}}),
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("last tuesday, last july",
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Classifier{okData =
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ClassData{prior = -1.2039728043259361,
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unseen = -3.4965075614664802,
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likelihoods =
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HashMap.fromList
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[("day", -0.9007865453381898), ("Sunday", -1.3862943611198906),
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("Tuesday", -1.6739764335716716)],
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n = 12},
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koData =
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ClassData{prior = -0.35667494393873245,
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unseen = -4.174387269895637,
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likelihoods =
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HashMap.fromList
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[("<integer> (latent time-of-day)", -1.0233888674305223),
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("month (numeric with month symbol)", -2.367123614131617),
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("February", -3.4657359027997265),
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("hour", -1.0233888674305223), ("month", -2.2129729343043585)],
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n = 28}}),
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("next <cycle>",
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Classifier{okData =
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ClassData{prior = -0.7472144018302211,
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unseen = -3.2188758248682006,
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likelihoods =
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HashMap.fromList
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[("week", -1.3862943611198906),
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("month (grain)", -1.791759469228055),
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("year (grain)", -2.4849066497880004),
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("week (grain)", -1.3862943611198906),
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("year", -2.4849066497880004), ("month", -1.791759469228055)],
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n = 9},
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koData =
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ClassData{prior = -0.6418538861723948, unseen = -3.295836866004329,
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likelihoods =
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HashMap.fromList
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[("week", -0.8602012652231115),
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("week (grain)", -0.8602012652231115)],
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n = 10}}),
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("last year",
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Classifier{okData =
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ClassData{prior = 0.0, unseen = -1.3862943611198906,
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likelihoods = HashMap.fromList [("", 0.0)], n = 2},
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koData =
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ClassData{prior = -infinity, unseen = -0.6931471805599453,
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likelihoods = HashMap.fromList [], n = 0}}),
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("this <day-of-week>",
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Classifier{okData =
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ClassData{prior = 0.0, unseen = -3.970291913552122,
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likelihoods =
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HashMap.fromList
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[("Wednesday", -1.8718021769015913),
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("Monday", -1.8718021769015913), ("day", -0.7323678937132265),
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("Tuesday", -1.5533484457830569)],
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n = 24},
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koData =
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ClassData{prior = -infinity, unseen = -1.6094379124341003,
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likelihoods = HashMap.fromList [], n = 0}}),
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("yyyy-mm-dd",
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Classifier{okData =
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ClassData{prior = 0.0, unseen = -1.3862943611198906,
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likelihoods = HashMap.fromList [("", 0.0)], n = 2},
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koData =
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ClassData{prior = -infinity, unseen = -0.6931471805599453,
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likelihoods = HashMap.fromList [], n = 0}}),
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("mm/dd/yyyy",
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Classifier{okData =
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ClassData{prior = 0.0, unseen = -1.791759469228055,
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likelihoods = HashMap.fromList [("", 0.0)], n = 4},
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koData =
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ClassData{prior = -infinity, unseen = -0.6931471805599453,
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likelihoods = HashMap.fromList [], n = 0}}),
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("evening|night",
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Classifier{okData =
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ClassData{prior = 0.0, unseen = -1.3862943611198906,
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likelihoods = HashMap.fromList [("", 0.0)], n = 2},
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koData =
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ClassData{prior = -infinity, unseen = -0.6931471805599453,
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likelihoods = HashMap.fromList [], n = 0}}),
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("Monday",
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Classifier{okData =
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ClassData{prior = 0.0, unseen = -3.258096538021482,
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likelihoods = HashMap.fromList [("", 0.0)], n = 24},
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koData =
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ClassData{prior = -infinity, unseen = -0.6931471805599453,
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likelihoods = HashMap.fromList [], n = 0}}),
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("yesterday",
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Classifier{okData =
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ClassData{prior = 0.0, unseen = -1.6094379124341003,
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likelihoods = HashMap.fromList [("", 0.0)], n = 3},
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koData =
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ClassData{prior = -infinity, unseen = -0.6931471805599453,
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likelihoods = HashMap.fromList [], n = 0}}),
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("next year",
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Classifier{okData =
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ClassData{prior = 0.0, unseen = -1.3862943611198906,
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likelihoods = HashMap.fromList [("", 0.0)], n = 2},
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koData =
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ClassData{prior = -infinity, unseen = -0.6931471805599453,
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likelihoods = HashMap.fromList [], n = 0}}),
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("hh:mm (time-of-day)",
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Classifier{okData =
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ClassData{prior = 0.0, unseen = -1.9459101490553135,
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likelihoods = HashMap.fromList [("", 0.0)], n = 5},
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koData =
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ClassData{prior = -infinity, unseen = -0.6931471805599453,
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likelihoods = HashMap.fromList [], n = 0}}),
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("<integer> (latent time-of-day)",
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Classifier{okData =
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ClassData{prior = -1.3217558399823195,
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unseen = -2.9444389791664407,
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likelihoods =
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HashMap.fromList
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[("integer (numeric)", -1.2809338454620642),
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("integer (0..10)", -0.325422400434628)],
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n = 16},
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koData =
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ClassData{prior = -0.3101549283038396,
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unseen = -3.8501476017100584,
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likelihoods =
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HashMap.fromList
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[("integer (numeric)", -2.2192034840549946),
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("integer (0..10)", -0.11506932978478723)],
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n = 44}}),
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("nth <time> of <time>",
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Classifier{okData =
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ClassData{prior = 0.0, unseen = -2.995732273553991,
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likelihoods =
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HashMap.fromList
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[("Octoberordinal (digits)Monday", -1.3350010667323402),
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("monthday", -0.7472144018302211),
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("month (numeric with month symbol)ordinal (digits)Monday",
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-1.3350010667323402)],
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n = 8},
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koData =
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ClassData{prior = -infinity, unseen = -1.3862943611198906,
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likelihoods = HashMap.fromList [], n = 0}}),
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("month (numeric with month symbol)",
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Classifier{okData =
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ClassData{prior = -0.13976194237515874,
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unseen = -3.7612001156935624,
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likelihoods =
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HashMap.fromList
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[("integer (numeric)", -1.0296194171811581),
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("integer (0..10)", -0.4418327522790392)],
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n = 40},
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koData =
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ClassData{prior = -2.03688192726104, unseen = -2.1972245773362196,
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likelihoods =
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HashMap.fromList [("integer (0..10)", -0.13353139262452263)],
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n = 6}}),
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("week (grain)",
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Classifier{okData =
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ClassData{prior = -0.8434293836092833,
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unseen = -3.6635616461296463,
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likelihoods = HashMap.fromList [("", 0.0)], n = 37},
|
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koData =
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ClassData{prior = -0.5625269981428811,
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unseen = -3.9318256327243257,
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likelihoods = HashMap.fromList [("", 0.0)], n = 49}}),
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("valentine's day",
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Classifier{okData =
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ClassData{prior = 0.0, unseen = -1.3862943611198906,
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likelihoods = HashMap.fromList [("", 0.0)], n = 2},
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koData =
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ClassData{prior = -infinity, unseen = -0.6931471805599453,
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likelihoods = HashMap.fromList [], n = 0}}),
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("year (numeric with year symbol)",
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Classifier{okData =
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ClassData{prior = 0.0, unseen = -2.772588722239781,
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likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
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n = 14},
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koData =
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ClassData{prior = -infinity, unseen = -0.6931471805599453,
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likelihoods = HashMap.fromList [], n = 0}}),
|
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("now",
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Classifier{okData =
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ClassData{prior = 0.0, unseen = -2.4849066497880004,
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likelihoods = HashMap.fromList [("", 0.0)], n = 10},
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koData =
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ClassData{prior = -infinity, unseen = -0.6931471805599453,
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likelihoods = HashMap.fromList [], n = 0}}),
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("numbers prefix with -, negative or minus",
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Classifier{okData =
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ClassData{prior = -infinity, unseen = -0.6931471805599453,
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likelihoods = HashMap.fromList [], n = 0},
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koData =
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ClassData{prior = 0.0, unseen = -1.791759469228055,
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likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
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n = 4}}),
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("Friday",
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Classifier{okData =
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ClassData{prior = 0.0, unseen = -1.9459101490553135,
|
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likelihoods = HashMap.fromList [("", 0.0)], n = 5},
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koData =
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ClassData{prior = -infinity, unseen = -0.6931471805599453,
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likelihoods = HashMap.fromList [], n = 0}}),
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("tomorrow",
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Classifier{okData =
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ClassData{prior = 0.0, unseen = -1.6094379124341003,
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likelihoods = HashMap.fromList [("", 0.0)], n = 3},
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koData =
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ClassData{prior = -infinity, unseen = -0.6931471805599453,
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likelihoods = HashMap.fromList [], n = 0}}),
|
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("this year",
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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 <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 = 0.0, unseen = -3.0910424533583156,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 20},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -0.6931471805599453,
|
|
likelihoods = HashMap.fromList [], n = 0}}),
|
|
("afternoon",
|
|
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}}),
|
|
("<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}}),
|
|
("February",
|
|
Classifier{okData =
|
|
ClassData{prior = -6.453852113757118e-2,
|
|
unseen = -2.833213344056216,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 15},
|
|
koData =
|
|
ClassData{prior = -2.772588722239781, unseen = -1.0986122886681098,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
|
|
("this <cycle>",
|
|
Classifier{okData =
|
|
ClassData{prior = -1.0185695809945732,
|
|
unseen = -3.4339872044851463,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("week", -0.916290731874155),
|
|
("year (grain)", -2.3025850929940455),
|
|
("week (grain)", -0.916290731874155),
|
|
("year", -2.3025850929940455)],
|
|
n = 13},
|
|
koData =
|
|
ClassData{prior = -0.4480247225269604,
|
|
unseen = -3.9318256327243257,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("week", -0.7339691750802004),
|
|
("week (grain)", -0.7339691750802004)],
|
|
n = 23}}),
|
|
("minute (grain)",
|
|
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}}),
|
|
("<dim time> <part-of-day>",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -3.9889840465642745,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("dayhour", -0.7514160886839211),
|
|
("national dayevening|night", -2.871679624884012),
|
|
("<named-month> <day-of-month>morning", -1.405342556090585),
|
|
("children's dayafternoon", -2.871679624884012),
|
|
("Mondaymorning", -1.7730673362159024)],
|
|
n = 24},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -1.791759469228055,
|
|
likelihoods = HashMap.fromList [], n = 0}}),
|
|
("<part-of-day> <dim time>",
|
|
Classifier{okData =
|
|
ClassData{prior = -0.587786664902119, unseen = -3.891820298110627,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("tonight<integer> (latent time-of-day)", -2.2617630984737906),
|
|
("hourhour", -1.1631508098056809),
|
|
("afternoonrelative minutes after|past <integer> (hour-of-day)",
|
|
-2.0794415416798357),
|
|
("afternoon<time-of-day> o'clock", -2.4849066497880004),
|
|
("hourminute", -1.9252908618525775),
|
|
("afternoon<integer> (latent time-of-day)",
|
|
-2.4849066497880004),
|
|
("afternoonhh:mm (time-of-day)", -3.1780538303479458),
|
|
("tonight<time-of-day> o'clock", -2.2617630984737906)],
|
|
n = 20},
|
|
koData =
|
|
ClassData{prior = -0.8109302162163288, unseen = -3.713572066704308,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("hourhour", -1.2039728043259361),
|
|
("afternoonrelative minutes after|past <integer> (hour-of-day)",
|
|
-1.8971199848858813),
|
|
("afternoon<time-of-day> o'clock", -1.8971199848858813),
|
|
("hourminute", -1.8971199848858813),
|
|
("afternoon<integer> (latent time-of-day)",
|
|
-1.742969305058623)],
|
|
n = 16}}),
|
|
("<integer> <unit-of-duration>",
|
|
Classifier{okData =
|
|
ClassData{prior = -infinity, unseen = -2.833213344056216,
|
|
likelihoods = HashMap.fromList [], n = 0},
|
|
koData =
|
|
ClassData{prior = 0.0, unseen = -5.877735781779639,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("week", -2.6560549059838294),
|
|
("integer (0..10)month (grain)", -2.068268241081711),
|
|
("integer (0..10)hour (grain)", -2.8304082931286074),
|
|
("second", -3.235873401236772),
|
|
("integer (0..10)day (grain)", -3.0417173867958143),
|
|
("integer (0..10)year (grain)", -3.572345637857985),
|
|
("integer (numeric)year (grain)", -3.1668805297498204),
|
|
("integer (0..10)second (grain)", -3.235873401236772),
|
|
("day", -3.0417173867958143), ("year", -2.6968769005040847),
|
|
("integer (0..10)minute (grain)", -3.0417173867958143),
|
|
("hour", -2.8304082931286074),
|
|
("integer (0..10)week (grain)", -2.6560549059838294),
|
|
("month", -1.7973932869463112),
|
|
("integer (numeric)month (grain)", -3.1668805297498204),
|
|
("minute", -3.0417173867958143)],
|
|
n = 170}}),
|
|
("integer (11..19)",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -2.70805020110221,
|
|
likelihoods = HashMap.fromList [("integer (0..10)", 0.0)], n = 13},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -0.6931471805599453,
|
|
likelihoods = HashMap.fromList [], n = 0}}),
|
|
("<time-of-day> am|pm",
|
|
Classifier{okData =
|
|
ClassData{prior = -0.4700036292457356, unseen = -2.70805020110221,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("hh:mm (time-of-day)", -1.252762968495368),
|
|
("<integer> (latent time-of-day)", -1.540445040947149),
|
|
("hour", -1.540445040947149), ("minute", -1.252762968495368)],
|
|
n = 5},
|
|
koData =
|
|
ClassData{prior = -0.9808292530117262,
|
|
unseen = -2.3978952727983707,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("<integer> (latent time-of-day)", -0.916290731874155),
|
|
("hour", -0.916290731874155)],
|
|
n = 3}}),
|
|
("relative minutes after|past <integer> (hour-of-day)",
|
|
Classifier{okData =
|
|
ClassData{prior = -0.6931471805599453, unseen = -2.639057329615259,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("<integer> (latent time-of-day)integer (11..19)",
|
|
-0.7731898882334817),
|
|
("hour", -0.7731898882334817)],
|
|
n = 5},
|
|
koData =
|
|
ClassData{prior = -0.6931471805599453, unseen = -2.639057329615259,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("<integer> (latent time-of-day)integer (0..10)",
|
|
-0.7731898882334817),
|
|
("hour", -0.7731898882334817)],
|
|
n = 5}}),
|
|
("army's day",
|
|
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 \",\"",
|
|
Classifier{okData =
|
|
ClassData{prior = -0.40546510810816444,
|
|
unseen = -3.4965075614664802,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("Sunday<named-month> <day-of-month>", -0.7576857016975165),
|
|
("dayday", -0.7576857016975165)],
|
|
n = 14},
|
|
koData =
|
|
ClassData{prior = -1.0986122886681098,
|
|
unseen = -2.9444389791664407,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("daymonth", -0.8109302162163288),
|
|
("SundayFebruary", -0.8109302162163288)],
|
|
n = 7}}),
|
|
("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}}),
|
|
("<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}}),
|
|
("last <time>",
|
|
Classifier{okData =
|
|
ClassData{prior = -1.2039728043259361,
|
|
unseen = -3.4965075614664802,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("day", -0.9007865453381898), ("Sunday", -1.3862943611198906),
|
|
("Tuesday", -1.6739764335716716)],
|
|
n = 12},
|
|
koData =
|
|
ClassData{prior = -0.35667494393873245,
|
|
unseen = -4.174387269895637,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("<integer> (latent time-of-day)", -1.0233888674305223),
|
|
("month (numeric with month symbol)", -2.367123614131617),
|
|
("February", -3.4657359027997265),
|
|
("hour", -1.0233888674305223), ("month", -2.2129729343043585)],
|
|
n = 28}}),
|
|
("March",
|
|
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}}),
|
|
("the day after 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}}),
|
|
("next <time>",
|
|
Classifier{okData =
|
|
ClassData{prior = -1.5260563034950494, unseen = -2.890371757896165,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("day", -1.041453874828161), ("Tuesday", -1.041453874828161)],
|
|
n = 5},
|
|
koData =
|
|
ClassData{prior = -0.24512245803298496,
|
|
unseen = -3.784189633918261,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("Wednesday", -1.9694406464655074),
|
|
("<integer> (latent time-of-day)", -1.1962507582320256),
|
|
("month (numeric with month symbol)", -3.068052935133617),
|
|
("day", -1.9694406464655074), ("hour", -1.1962507582320256),
|
|
("month", -3.068052935133617)],
|
|
n = 18}}),
|
|
("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}}),
|
|
("christmas",
|
|
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}}),
|
|
("new year's day",
|
|
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 n <cycle>",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -4.59511985013459,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("week", -2.3877429013343523),
|
|
("integer (0..10)month (grain)", -2.793208009442517),
|
|
("integer (0..10)hour (grain)", -2.3877429013343523),
|
|
("second", -2.793208009442517),
|
|
("integer (0..10)day (grain)", -2.505525936990736),
|
|
("integer (0..10)year (grain)", -3.1986731175506815),
|
|
("integer (0..10)second (grain)", -2.793208009442517),
|
|
("day", -2.505525936990736), ("year", -3.1986731175506815),
|
|
("integer (0..10)minute (grain)", -2.639057329615259),
|
|
("hour", -2.3877429013343523),
|
|
("integer (0..10)week (grain)", -2.3877429013343523),
|
|
("month", -2.793208009442517), ("minute", -2.639057329615259)],
|
|
n = 42},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -2.70805020110221,
|
|
likelihoods = HashMap.fromList [], n = 0}}),
|
|
("Tuesday",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -3.295836866004329,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 25},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -0.6931471805599453,
|
|
likelihoods = HashMap.fromList [], n = 0}}),
|
|
("children's day",
|
|
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}}),
|
|
("<named-month> <day-of-month>",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -4.8283137373023015,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("Marchinteger (0..10)", -3.028522096376982),
|
|
("Februaryinteger (11..19)", -2.6230569882688175),
|
|
("month (numeric with month symbol)integer (11..19)",
|
|
-2.6230569882688175),
|
|
("Marchinteger (numeric)", -3.721669276936927),
|
|
("month (numeric with month symbol)integer (numeric)",
|
|
-2.1122313645028266),
|
|
("Februaryinteger (0..10)", -2.740840023925201),
|
|
("month", -0.7427441216993174),
|
|
("month (numeric with month symbol)integer (0..10)",
|
|
-2.1122313645028266)],
|
|
n = 58},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -2.1972245773362196,
|
|
likelihoods = HashMap.fromList [], n = 0}}),
|
|
("integer (0..10)",
|
|
Classifier{okData =
|
|
ClassData{prior = -0.4540728071735412, unseen = -5.170483995038151,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 174},
|
|
koData =
|
|
ClassData{prior = -1.007957920399979, unseen = -4.624972813284271,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 100}}),
|
|
("last n <cycle>",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -4.61512051684126,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("week", -2.995732273553991),
|
|
("integer (0..10)month (grain)", -2.120263536200091),
|
|
("integer (0..10)hour (grain)", -2.4079456086518722),
|
|
("second", -2.659260036932778),
|
|
("integer (0..10)day (grain)", -2.995732273553991),
|
|
("integer (0..10)year (grain)", -3.506557897319982),
|
|
("integer (0..10)second (grain)", -2.659260036932778),
|
|
("day", -2.995732273553991), ("year", -3.506557897319982),
|
|
("integer (0..10)minute (grain)", -2.4079456086518722),
|
|
("hour", -2.4079456086518722),
|
|
("integer (0..10)week (grain)", -2.995732273553991),
|
|
("month", -2.120263536200091), ("minute", -2.4079456086518722)],
|
|
n = 43},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -2.70805020110221,
|
|
likelihoods = HashMap.fromList [], n = 0}}),
|
|
("ordinal (digits)",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -1.791759469228055,
|
|
likelihoods = HashMap.fromList [("integer (0..10)", 0.0)], n = 4},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -0.6931471805599453,
|
|
likelihoods = HashMap.fromList [], n = 0}}),
|
|
("n <cycle> last",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -4.007333185232471,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("week", -2.379546134130174),
|
|
("integer (0..10)month (grain)", -2.890371757896165),
|
|
("integer (0..10)hour (grain)", -2.379546134130174),
|
|
("second", -2.890371757896165),
|
|
("integer (0..10)day (grain)", -2.379546134130174),
|
|
("integer (0..10)year (grain)", -2.890371757896165),
|
|
("integer (0..10)second (grain)", -2.890371757896165),
|
|
("day", -2.379546134130174), ("year", -2.890371757896165),
|
|
("integer (0..10)minute (grain)", -2.890371757896165),
|
|
("hour", -2.379546134130174),
|
|
("integer (0..10)week (grain)", -2.379546134130174),
|
|
("month", -2.890371757896165), ("minute", -2.890371757896165)],
|
|
n = 20},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -2.70805020110221,
|
|
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}}),
|
|
("day (grain)",
|
|
Classifier{okData =
|
|
ClassData{prior = -6.453852113757118e-2,
|
|
unseen = -2.833213344056216,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 15},
|
|
koData =
|
|
ClassData{prior = -2.772588722239781, unseen = -1.0986122886681098,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
|
|
("labor day",
|
|
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}}),
|
|
("women's day",
|
|
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 = -0.2076393647782445, unseen = -4.0943445622221,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("Wednesday", -1.9980959022258835),
|
|
("Monday", -1.9980959022258835), ("day", -0.8586616190375187),
|
|
("hour", -2.9789251552376097), ("Tuesday", -1.6796421711073488),
|
|
("week-end", -2.9789251552376097)],
|
|
n = 26},
|
|
koData =
|
|
ClassData{prior = -1.6739764335716716, unseen = -2.995732273553991,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("<integer> (latent time-of-day)", -0.9985288301111273),
|
|
("hour", -0.9985288301111273)],
|
|
n = 6}})] |