mirror of
https://github.com/facebook/duckling.git
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290ca48e25
Summary: This is the easiest way to fix it, but talking offline with Julien, we may need to revisit. It basically gets rid of time series where we were producing intervals that are not a multiply of the grain. Reviewed By: patapizza Differential Revision: D4841759 fbshipit-source-id: 1c4742a
1458 lines
88 KiB
Haskell
1458 lines
88 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.KO (classifiers) where
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import Prelude
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import Duckling.Ranking.Types
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import qualified Data.HashMap.Strict as HashMap
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import Data.String
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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 = -2.1972245773362196,
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likelihoods =
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HashMap.fromList
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[("<time-of-day> am|pm", -1.3862943611198906),
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("hh:mm", -1.3862943611198906), ("hour", -1.3862943611198906),
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("minute", -1.3862943611198906)],
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n = 2},
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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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("integer (numeric)",
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Classifier{okData =
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ClassData{prior = -0.4267425065554492, unseen = -4.836281906951478,
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likelihoods = HashMap.fromList [("", 0.0)], n = 124},
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koData =
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ClassData{prior = -1.0573693301340605, unseen = -4.219507705176107,
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likelihoods = HashMap.fromList [("", 0.0)], n = 66}}),
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("lunch",
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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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("intersect 2 numbers",
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Classifier{okData =
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ClassData{prior = -0.6931471805599453,
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unseen = -1.3862943611198906,
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likelihoods =
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HashMap.fromList
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[("compose by multiplicationinteger (21..99) - TYPE 2",
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-0.40546510810816444)],
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n = 1},
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koData =
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ClassData{prior = -0.6931471805599453,
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unseen = -1.3862943611198906,
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likelihoods =
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HashMap.fromList
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[("integer - TYPE 1: powers of teninteger (21..99) - TYPE 2",
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-0.40546510810816444)],
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n = 1}}),
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("the day after tomorrow - \45236\51068\47784\47000",
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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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("<time> <part-of-day>",
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Classifier{okData =
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ClassData{prior = -0.8472978603872037, unseen = -4.143134726391533,
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likelihoods =
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HashMap.fromList
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[("dayhour", -1.1826954058786512),
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("day-of-weekmorning", -3.4339872044851463),
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("yesterdayevening|night", -3.4339872044851463),
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("mm/ddafternoon", -3.4339872044851463),
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("todayafternoon", -3.4339872044851463),
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("dayevening|night", -3.4339872044851463),
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("todayevening|night", -2.740840023925201),
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("daymorning", -3.4339872044851463),
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("intersectevening|night", -3.4339872044851463),
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("next <cycle>evening|night", -3.028522096376982),
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("tomorrowlunch", -3.4339872044851463),
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("intersectmorning", -3.4339872044851463),
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("the day before yesterday - \50634\44536\51228morning",
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-3.4339872044851463),
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("tomorrowevening|night", -3.028522096376982),
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("next <cycle>lunch", -3.4339872044851463)],
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n = 18},
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koData =
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ClassData{prior = -0.5596157879354228, unseen = -4.31748811353631,
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likelihoods =
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HashMap.fromList
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[("year (latent)lunch", -3.6109179126442243),
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("dayhour", -1.8191584434161694),
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("yearhour", -1.906169820405799),
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("time-of-day (latent)evening|night", -3.6109179126442243),
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("year (latent)evening|night", -2.512305623976115),
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("hourhour", -2.917770732084279),
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("time-of-day (latent)lunch", -3.6109179126442243),
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("intersectafternoon", -2.10684051586795),
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("year (latent)afternoon", -3.20545280453606),
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("day-of-weekafternoon", -3.6109179126442243),
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("next <cycle>evening|night", -3.6109179126442243),
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("time-of-day (latent)afternoon", -3.6109179126442243),
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("year (latent)morning", -3.20545280453606),
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("tomorrowevening|night", -3.6109179126442243)],
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n = 24}}),
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("<time> nth <time> - 3\50900 \52395\51704 \54868\50836\51068",
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Classifier{okData =
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ClassData{prior = -0.6190392084062235, unseen = -2.890371757896165,
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likelihoods =
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HashMap.fromList
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[("monthday", -0.7537718023763802),
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("intersectordinals (\52395\48264\51704)day-of-week",
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-0.8873031950009028),
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("monthordinals (\52395\48264\51704)day-of-week",
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-2.1400661634962708)],
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n = 7},
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koData =
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ClassData{prior = -0.7731898882334817, unseen = -2.772588722239781,
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likelihoods =
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HashMap.fromList
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[("monthday", -0.7621400520468967),
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("monthordinals (\52395\48264\51704)day-of-week",
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-0.7621400520468967)],
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n = 6}}),
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("the day before yesterday - \50634\44536\51228",
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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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("today",
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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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("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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("half - \48152",
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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 = -2.1972245773362196,
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likelihoods = HashMap.fromList [("", 0.0)], n = 7}}),
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("month (grain)",
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Classifier{okData =
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ClassData{prior = 0.0, unseen = -2.0794415416798357,
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likelihoods = HashMap.fromList [("", 0.0)], n = 6},
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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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("<time> \47560\51648\47561 <day-of-week>",
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Classifier{okData =
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ClassData{prior = 0.0, unseen = -2.3025850929940455,
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likelihoods =
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HashMap.fromList
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[("intersectday-of-week", -1.5040773967762742),
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("monthday", -0.8109302162163288),
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("monthday-of-week", -1.0986122886681098)],
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n = 3},
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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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("integer - TYPE 1",
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Classifier{okData =
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ClassData{prior = -1.8523840910444898, 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 = -0.17062551703076334,
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unseen = -4.875197323201151,
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likelihoods = HashMap.fromList [("", 0.0)], n = 129}}),
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("fraction",
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Classifier{okData =
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ClassData{prior = -infinity, unseen = -1.3862943611198906,
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likelihoods = HashMap.fromList [], n = 0},
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koData =
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ClassData{prior = 0.0, unseen = -2.890371757896165,
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likelihoods =
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HashMap.fromList
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[("integer (numeric)integer (numeric)", -0.6359887667199967),
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("fractioninteger (numeric)", -1.4469189829363254),
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("integer (numeric)fraction", -1.4469189829363254)],
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n = 14}}),
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("hour (grain)",
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Classifier{okData =
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ClassData{prior = -1.241713132308783, unseen = -2.70805020110221,
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likelihoods = HashMap.fromList [("", 0.0)], n = 13},
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koData =
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ClassData{prior = -0.3409265869705932,
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unseen = -3.5263605246161616,
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likelihoods = HashMap.fromList [("", 0.0)], n = 32}}),
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("intersect",
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Classifier{okData =
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ClassData{prior = -0.45983651189029134,
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unseen = -5.958424693029782,
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likelihoods =
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HashMap.fromList
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[("intersect<hour-of-day> <integer> (as relative minutes)",
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-5.262690188904886),
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("intersectday-of-week", -4.164077900236776),
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("year<time> \47560\51648\47561 <cycle>", -4.857225080796721),
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("next <cycle>day-of-week", -4.3463994570307305),
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("dayhour", -2.0240117367405053),
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("monthday", -2.4294768448486694),
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("yearhour", -3.5579420966664603),
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("<time> <part-of-day>time-of-day", -4.3463994570307305),
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("intersectam|pm <time-of-day>", -3.065465611568666),
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("next <cycle><time-of-day> am|pm", -5.262690188904886),
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("next <cycle>am|pm <time-of-day>", -4.857225080796721),
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("yearintersect", -2.96010509591084),
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("day-of-week<datetime> - <datetime> (interval)",
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-4.3463994570307305),
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("day-of-week<time-of-day> - <time-of-day> (interval)",
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-4.3463994570307305),
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("monthday with korean number - \51068\51068..\44396\51068",
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-5.262690188904886),
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("dayday-of-week", -4.3463994570307305),
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("this <cycle>day-of-week", -4.857225080796721),
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("day-of-week<time> timezone", -5.262690188904886),
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("monthhour", -3.5579420966664603),
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("mm/ddam|pm <time-of-day>", -4.56954300834494),
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("todayam|pm <time-of-day>", -4.56954300834494),
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("the day before yesterday - \50634\44536\51228am|pm <time-of-day>",
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-4.3463994570307305),
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("dayday", -3.653252276470785),
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("hourhour", -3.7586127921286114),
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("year<time> <ordinal> <cycle>", -5.262690188904886),
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("month<datetime> - <datetime> (interval)", -4.857225080796721),
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("dayam|pm <time-of-day>", -5.262690188904886),
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("day-of-weekam|pm <time-of-day>", -4.56954300834494),
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("time-of-dayafter <time-of-day>", -5.262690188904886),
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("monthminute", -4.857225080796721),
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("hourminute", -4.56954300834494),
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("intersectday", -4.164077900236776),
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("am|pm <time-of-day>after <time-of-day>", -5.262690188904886),
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("last <cycle>day-of-week", -4.56954300834494),
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("month<time> <part-of-day>", -4.857225080796721),
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("yearmonth", -3.122624025408615),
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("dayminute", -3.653252276470785),
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("today<date>\50640", -5.262690188904886),
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("mm/dd<date>\50640", -5.262690188904886),
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("<hour-of-day> <integer> (as relative minutes)seconds",
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-5.262690188904886),
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("<time> <part-of-day><date>\50640", -4.857225080796721),
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("monthintersect", -3.653252276470785),
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("year<time> \47560\51648\47561 <day-of-week>",
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-5.262690188904886),
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("intersectintersect", -3.4709307196768306),
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("weekday", -3.653252276470785),
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("intersectday with korean number - \51068\51068..\44396\51068",
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-4.857225080796721),
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("yearday", -3.4709307196768306),
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("day-of-weekhh:mm", -4.857225080796721),
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("yearweek", -4.857225080796721),
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("minutesecond", -5.262690188904886),
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("<time> <part-of-day><hour-of-day> <integer> (as relative minutes)",
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-4.857225080796721),
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("tomorrow<time-of-day> am|pm", -5.262690188904886),
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("tomorrowam|pm <time-of-day>", -4.857225080796721),
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("dayintersect", -4.857225080796721),
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("day-of-weektime-of-day", -5.262690188904886)],
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n = 173},
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koData =
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ClassData{prior = -0.9980075895468108, unseen = -5.616771097666572,
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likelihoods =
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HashMap.fromList
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[("year<time> \47560\51648\47561 <cycle>", -4.919980925828125),
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("day-of-weekintersect", -4.919980925828125),
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("dayhour", -2.2809235962128662),
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("daymonth", -4.5145158177199605),
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|
("monthday", -3.1282214566000697),
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|
("yearhour", -3.2152328335897),
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("<time> <part-of-day>time-of-day", -3.821368637160015),
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("houryear", -4.22683374526818),
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("day-of-weekafter <time-of-day>", -4.919980925828125),
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("after <time-of-day>by <time> - \44620\51648",
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-4.919980925828125),
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|
("intersectam|pm <time-of-day>", -4.5145158177199605),
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("intersect<time> <part-of-day>", -4.00369019395397),
|
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("yearintersect", -3.0481787489265337),
|
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("day-of-week<time-of-day> - <time-of-day> (interval)",
|
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-4.00369019395397),
|
|
("intersectmonth", -4.919980925828125),
|
|
("time-of-day<duration> ago", -4.919980925828125),
|
|
("this <cycle>day-of-week", -4.5145158177199605),
|
|
("intersecttime-of-day", -4.5145158177199605),
|
|
("monthhour", -3.0481787489265337),
|
|
("intersectlast <time>", -4.919980925828125),
|
|
("dayday", -4.00369019395397),
|
|
("hourhour", -2.9740707767728116),
|
|
("month<datetime> - <datetime> (interval)", -4.00369019395397),
|
|
("dayam|pm <time-of-day>", -4.5145158177199605),
|
|
("day-of-weekam|pm <time-of-day>", -4.919980925828125),
|
|
("hourminute", -4.22683374526818),
|
|
("<time-of-day> - <time-of-day> (interval)last <time>",
|
|
-4.00369019395397),
|
|
("intersectday", -4.5145158177199605),
|
|
("<datetime> - <datetime> (interval)day", -4.00369019395397),
|
|
("month<time> <part-of-day>", -4.5145158177199605),
|
|
("yearmonth", -4.5145158177199605),
|
|
("dayminute", -4.22683374526818),
|
|
("<hour-of-day> <integer> (as relative minutes)seconds",
|
|
-4.22683374526818),
|
|
("<time> <part-of-day><date>\50640", -4.919980925828125),
|
|
("last <time>time-of-day", -4.919980925828125),
|
|
("monthintersect", -3.3105430133940246),
|
|
("hoursecond", -4.919980925828125),
|
|
("year<time> <part-of-day>", -4.5145158177199605),
|
|
("intersectintersect", -3.667217957332757),
|
|
("weekday", -4.5145158177199605),
|
|
("intersectday with korean number - \51068\51068..\44396\51068",
|
|
-4.5145158177199605),
|
|
("day<time> <part-of-day>", -4.919980925828125),
|
|
("yearday", -3.821368637160015),
|
|
("day-of-weekhh:mm", -4.919980925828125),
|
|
("<time-of-day> - <time-of-day> (interval)time-of-day",
|
|
-4.5145158177199605),
|
|
("intersectafter <time-of-day>", -3.415903529051851),
|
|
("minutesecond", -4.22683374526818),
|
|
("<time> <part-of-day><hour-of-day> <integer> (as relative minutes)",
|
|
-4.5145158177199605),
|
|
("dayintersect", -4.919980925828125),
|
|
("mm/ddafter <time-of-day>", -4.919980925828125),
|
|
("todayafter <time-of-day>", -4.919980925828125)],
|
|
n = 101}}),
|
|
("season",
|
|
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}}),
|
|
("year (grain)",
|
|
Classifier{okData =
|
|
ClassData{prior = -1.0608719606852628,
|
|
unseen = -2.3978952727983707,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 9},
|
|
koData =
|
|
ClassData{prior = -0.42488319396526597,
|
|
unseen = -2.9444389791664407,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 17}}),
|
|
("next <cycle>",
|
|
Classifier{okData =
|
|
ClassData{prior = -0.12516314295400605,
|
|
unseen = -3.7612001156935624,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("week", -1.791759469228055),
|
|
("month (grain)", -3.044522437723423),
|
|
("year (grain)", -3.044522437723423),
|
|
("week (grain)", -1.791759469228055),
|
|
("day", -1.791759469228055), ("quarter", -3.044522437723423),
|
|
("year", -3.044522437723423), ("month", -3.044522437723423),
|
|
("quarter (grain)", -3.044522437723423),
|
|
("day (grain)", -1.791759469228055)],
|
|
n = 15},
|
|
koData =
|
|
ClassData{prior = -2.1400661634962708, unseen = -2.833213344056216,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("day", -2.0794415416798357),
|
|
("minute (grain)", -2.0794415416798357),
|
|
("minute", -2.0794415416798357),
|
|
("day (grain)", -2.0794415416798357)],
|
|
n = 2}}),
|
|
("this <day-of-week>",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -2.3978952727983707,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("day", -0.6931471805599453),
|
|
("day-of-week", -0.6931471805599453)],
|
|
n = 4},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -1.0986122886681098,
|
|
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}}),
|
|
("year (latent)",
|
|
Classifier{okData =
|
|
ClassData{prior = -infinity, unseen = -1.6094379124341003,
|
|
likelihoods = HashMap.fromList [], n = 0},
|
|
koData =
|
|
ClassData{prior = 0.0, unseen = -3.5263605246161616,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("integer (numeric)", -0.9315582040049435),
|
|
("integer - TYPE 1", -0.8574502318512216),
|
|
("integer (21..99) - TYPE 2", -2.803360380906535),
|
|
("integer (1..4) - for ordinals", -2.1102132003465894)],
|
|
n = 29}}),
|
|
("mm/dd/yyyy",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -1.9459101490553135,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 5},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -0.6931471805599453,
|
|
likelihoods = HashMap.fromList [], n = 0}}),
|
|
("evening|night",
|
|
Classifier{okData =
|
|
ClassData{prior = -0.13353139262452263,
|
|
unseen = -2.1972245773362196,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 7},
|
|
koData =
|
|
ClassData{prior = -2.0794415416798357,
|
|
unseen = -1.0986122886681098,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
|
|
("Memorial Day",
|
|
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}}),
|
|
("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}}),
|
|
("integer (20..90) - TYPE 2 and ordinals",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -1.0986122886681098,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -0.6931471805599453,
|
|
likelihoods = HashMap.fromList [], n = 0}}),
|
|
("hh:mm:ss",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -1.0986122886681098,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -0.6931471805599453,
|
|
likelihoods = HashMap.fromList [], n = 0}}),
|
|
("by <time> - \44620\51648",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -2.0794415416798357,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("am|pm <time-of-day>", -1.252762968495368),
|
|
("time-of-day", -1.252762968495368),
|
|
("hour", -0.8472978603872037)],
|
|
n = 2},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -1.3862943611198906,
|
|
likelihoods = HashMap.fromList [], n = 0}}),
|
|
("<named-month>\50640",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -1.0986122886681098,
|
|
likelihoods = HashMap.fromList [("month", 0.0)], n = 1},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -0.6931471805599453,
|
|
likelihoods = HashMap.fromList [], n = 0}}),
|
|
("integer (21..99) - TYPE 2",
|
|
Classifier{okData =
|
|
ClassData{prior = -0.587786664902119, unseen = -2.3978952727983707,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("integer (20..90) - TYPE 2 and ordinalsinteger (1..4) - for ordinals",
|
|
-1.6094379124341003),
|
|
("integer - TYPE 1: powers of teninteger - TYPE 1",
|
|
-1.2039728043259361),
|
|
("compose by multiplicationinteger - TYPE 1",
|
|
-1.2039728043259361)],
|
|
n = 5},
|
|
koData =
|
|
ClassData{prior = -0.8109302162163288,
|
|
unseen = -2.3025850929940455,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("integer (numeric)integer (numeric)", -1.5040773967762742),
|
|
("integer - TYPE 1: powers of teninteger - TYPE 1",
|
|
-1.0986122886681098),
|
|
("integer (numeric)integer - TYPE 1", -1.5040773967762742)],
|
|
n = 4}}),
|
|
("Independence Movement Day",
|
|
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}}),
|
|
("week (grain)",
|
|
Classifier{okData =
|
|
ClassData{prior = -0.17589066646366416,
|
|
unseen = -3.332204510175204,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 26},
|
|
koData =
|
|
ClassData{prior = -1.824549292051046, unseen = -1.9459101490553135,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 5}}),
|
|
("<year> <1..4>quarter",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -1.6094379124341003,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("yearinteger (numeric)quarter (grain)", -0.6931471805599453),
|
|
("yearquarter", -0.6931471805599453)],
|
|
n = 1},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -1.0986122886681098,
|
|
likelihoods = HashMap.fromList [], n = 0}}),
|
|
("now",
|
|
Classifier{okData =
|
|
ClassData{prior = -1.0986122886681098,
|
|
unseen = -1.3862943611198906,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
|
|
koData =
|
|
ClassData{prior = -0.40546510810816444,
|
|
unseen = -1.791759469228055,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 4}}),
|
|
("christmas eve",
|
|
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}}),
|
|
("Liberation Day",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -1.0986122886681098,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -0.6931471805599453,
|
|
likelihoods = HashMap.fromList [], n = 0}}),
|
|
("numbers prefix with -, \47560\51060\45320\49828, or \47560\51060\45208\49828",
|
|
Classifier{okData =
|
|
ClassData{prior = -infinity, unseen = -0.6931471805599453,
|
|
likelihoods = HashMap.fromList [], n = 0},
|
|
koData =
|
|
ClassData{prior = 0.0, unseen = -2.1972245773362196,
|
|
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
|
|
n = 7}}),
|
|
("in|during the <part-of-day>",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -1.6094379124341003,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("afternoon", -0.6931471805599453),
|
|
("hour", -0.6931471805599453)],
|
|
n = 1},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -1.0986122886681098,
|
|
likelihoods = HashMap.fromList [], n = 0}}),
|
|
("tomorrow",
|
|
Classifier{okData =
|
|
ClassData{prior = -0.15415067982725836,
|
|
unseen = -2.0794415416798357,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
|
|
koData =
|
|
ClassData{prior = -1.9459101490553135,
|
|
unseen = -1.0986122886681098,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
|
|
("National Foundation Day",
|
|
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}}),
|
|
("ordinals (\52395\48264\51704)",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -2.3978952727983707,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("integer (1..4) - for ordinals", -0.35667494393873245),
|
|
("integer (1..10) - TYPE 2", -1.2039728043259361)],
|
|
n = 8},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -1.0986122886681098,
|
|
likelihoods = HashMap.fromList [], n = 0}}),
|
|
("day",
|
|
Classifier{okData =
|
|
ClassData{prior = -0.2657031657330056, unseen = -3.258096538021482,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("integer (numeric)", -8.338160893905101e-2),
|
|
("integer - TYPE 1", -2.5257286443082556)],
|
|
n = 23},
|
|
koData =
|
|
ClassData{prior = -1.455287232606842, unseen = -2.3025850929940455,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("integer (numeric)", -0.25131442828090605),
|
|
("integer - TYPE 1", -1.5040773967762742)],
|
|
n = 7}}),
|
|
("half an hour",
|
|
Classifier{okData =
|
|
ClassData{prior = -infinity, unseen = -1.0986122886681098,
|
|
likelihoods = HashMap.fromList [], n = 0},
|
|
koData =
|
|
ClassData{prior = 0.0, unseen = -2.833213344056216,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("hour (grain)", -0.6931471805599453),
|
|
("hour", -0.6931471805599453)],
|
|
n = 7}}),
|
|
("afternoon",
|
|
Classifier{okData =
|
|
ClassData{prior = -0.2876820724517809,
|
|
unseen = -1.6094379124341003,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
|
|
koData =
|
|
ClassData{prior = -1.3862943611198906,
|
|
unseen = -1.0986122886681098,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
|
|
("integer (1..4) - for ordinals",
|
|
Classifier{okData =
|
|
ClassData{prior = -3.7740327982847086e-2,
|
|
unseen = -3.332204510175204,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 26},
|
|
koData =
|
|
ClassData{prior = -3.295836866004329, unseen = -1.0986122886681098,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
|
|
("<time> <ordinal> <cycle>",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -2.0794415416798357,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("monthordinals (\52395\48264\51704)week (grain)",
|
|
-1.252762968495368),
|
|
("monthweek", -0.8472978603872037),
|
|
("intersectordinals (\52395\48264\51704)week (grain)",
|
|
-1.252762968495368)],
|
|
n = 2},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -1.3862943611198906,
|
|
likelihoods = HashMap.fromList [], n = 0}}),
|
|
("this <cycle>",
|
|
Classifier{okData =
|
|
ClassData{prior = -0.5108256237659907, unseen = -3.044522437723423,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("week", -1.3862943611198906),
|
|
("year (grain)", -2.3025850929940455),
|
|
("week (grain)", -1.3862943611198906),
|
|
("quarter", -2.3025850929940455), ("year", -2.3025850929940455),
|
|
("quarter (grain)", -2.3025850929940455)],
|
|
n = 6},
|
|
koData =
|
|
ClassData{prior = -0.916290731874155, unseen = -2.833213344056216,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("week", -1.3862943611198906),
|
|
("week (grain)", -1.3862943611198906),
|
|
("minute (grain)", -2.0794415416798357),
|
|
("minute", -2.0794415416798357)],
|
|
n = 4}}),
|
|
("minute (grain)",
|
|
Classifier{okData =
|
|
ClassData{prior = -0.6359887667199967,
|
|
unseen = -2.3978952727983707,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 9},
|
|
koData =
|
|
ClassData{prior = -0.7537718023763802,
|
|
unseen = -2.3025850929940455,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 8}}),
|
|
("about <time-of-day>",
|
|
Classifier{okData =
|
|
ClassData{prior = -infinity, unseen = -1.3862943611198906,
|
|
likelihoods = HashMap.fromList [], n = 0},
|
|
koData =
|
|
ClassData{prior = 0.0, unseen = -2.0794415416798357,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("time-of-day (latent)", -1.252762968495368),
|
|
("time-of-day", -1.252762968495368),
|
|
("hour", -0.8472978603872037)],
|
|
n = 2}}),
|
|
("time-of-day (latent)",
|
|
Classifier{okData =
|
|
ClassData{prior = -1.3596261140377293, unseen = -3.332204510175204,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("integer (numeric)", -0.6567795363890705),
|
|
("integer - TYPE 1", -2.6026896854443837),
|
|
("integer (1..4) - for ordinals", -1.6863989535702288),
|
|
("integer (1..10) - TYPE 2", -2.6026896854443837)],
|
|
n = 19},
|
|
koData =
|
|
ClassData{prior = -0.2967319079716989,
|
|
unseen = -4.1588830833596715,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("integer (numeric)", -1.052092273033217),
|
|
("integer - TYPE 1", -0.924258901523332),
|
|
("integer (20..90) - TYPE 2 and ordinals", -3.4499875458315876),
|
|
("integer (21..99) - TYPE 2", -3.4499875458315876),
|
|
("integer (1..4) - for ordinals", -2.3513752571634776),
|
|
("integer - TYPE 1: powers of ten", -3.044522437723423),
|
|
("compose by multiplication", -3.4499875458315876)],
|
|
n = 55}}),
|
|
("year",
|
|
Classifier{okData =
|
|
ClassData{prior = -1.006804739414987, unseen = -3.295836866004329,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("integer (numeric)", -0.3677247801253174),
|
|
("intersect 2 numbers", -2.5649493574615367),
|
|
("integer (21..99) - TYPE 2", -2.5649493574615367)],
|
|
n = 19},
|
|
koData =
|
|
ClassData{prior = -0.4547361571149472, unseen = -3.713572066704308,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("integer (numeric)", -0.5533852381847867),
|
|
("intersect 2 numbers", -2.3025850929940455),
|
|
("integer - TYPE 1", -2.0794415416798357),
|
|
("fraction", -2.995732273553991),
|
|
("integer - TYPE 1: powers of ten", -2.5902671654458267),
|
|
("compose by multiplication", -2.995732273553991)],
|
|
n = 33}}),
|
|
("<integer> <unit-of-duration>",
|
|
Classifier{okData =
|
|
ClassData{prior = -1.5955488002734333,
|
|
unseen = -4.5217885770490405,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("week", -2.7191000372887952),
|
|
("integer - TYPE 1year (grain)", -3.41224721784874),
|
|
("integer (numeric)day (grain)", -2.5649493574615367),
|
|
("second", -3.817712325956905),
|
|
("integer - TYPE 1minute (grain)", -2.9014215940827497),
|
|
("integer (1..4) - for ordinalshour (grain)",
|
|
-3.41224721784874),
|
|
("integer (numeric)second (grain)", -3.817712325956905),
|
|
("integer (numeric)year (grain)", -3.41224721784874),
|
|
("day", -2.5649493574615367), ("year", -2.9014215940827497),
|
|
("integer (numeric)week (grain)", -2.7191000372887952),
|
|
("hour", -2.3136349291806306),
|
|
("integer (numeric)minute (grain)", -3.817712325956905),
|
|
("few \47751hour (grain)", -2.9014215940827497),
|
|
("minute", -2.7191000372887952),
|
|
("integer (numeric)hour (grain)", -3.41224721784874)],
|
|
n = 29},
|
|
koData =
|
|
ClassData{prior = -0.22664618186541183,
|
|
unseen = -5.568344503761097,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("week", -3.955082494888593),
|
|
("integer - TYPE 1quarter (grain)", -4.871373226762748),
|
|
("integer - TYPE 1day (grain)", -4.178226046202803),
|
|
("integer - TYPE 1year (grain)", -4.465908118654584),
|
|
("integer (numeric)day (grain)", -2.4290261913935436),
|
|
("intersect 2 numbersyear (grain)", -4.465908118654584),
|
|
("integer (numeric)quarter (grain)", -4.871373226762748),
|
|
("compose by multiplicationminute (grain)", -4.871373226762748),
|
|
("second", -3.7727609380946383),
|
|
("integer - TYPE 1minute (grain)", -3.7727609380946383),
|
|
("integer (1..4) - for ordinalsmonth (grain)",
|
|
-4.465908118654584),
|
|
("integer (1..4) - for ordinalshour (grain)",
|
|
-2.7313070632664775),
|
|
("integer (numeric)second (grain)", -4.871373226762748),
|
|
("integer (numeric)year (grain)", -2.6741486494265287),
|
|
("integer (21..99) - TYPE 2hour (grain)", -4.871373226762748),
|
|
("integer - TYPE 1week (grain)", -4.465908118654584),
|
|
("day", -2.3064238693012116), ("quarter", -4.465908118654584),
|
|
("year", -2.4290261913935436),
|
|
("integer (21..99) - TYPE 2minute (grain)", -4.178226046202803),
|
|
("integer (numeric)week (grain)", -4.465908118654584),
|
|
("integer (1..10) - TYPE 2hour (grain)", -4.871373226762748),
|
|
("hour", -1.900958761193047), ("month", -3.955082494888593),
|
|
("integer - TYPE 1second (grain)", -4.465908118654584),
|
|
("integer (numeric)minute (grain)", -3.955082494888593),
|
|
("integer (numeric)month (grain)", -4.465908118654584),
|
|
("integer (21..99) - TYPE 2year (grain)", -4.871373226762748),
|
|
("minute", -2.856470206220483),
|
|
("integer - TYPE 1: powers of tenminute (grain)",
|
|
-4.871373226762748),
|
|
("integer (numeric)hour (grain)", -2.5199979695992702),
|
|
("integer (21..99) - TYPE 2second (grain)",
|
|
-4.465908118654584)],
|
|
n = 114}}),
|
|
("<time-of-day> am|pm",
|
|
Classifier{okData =
|
|
ClassData{prior = -0.3746934494414107, unseen = -3.295836866004329,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("time-of-day (latent)", -1.6486586255873816),
|
|
("hh:mm", -1.1786549963416462), ("hour", -1.6486586255873816),
|
|
("minute", -1.1786549963416462)],
|
|
n = 11},
|
|
koData =
|
|
ClassData{prior = -1.1631508098056809, unseen = -2.70805020110221,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("time-of-day (latent)", -0.8472978603872037),
|
|
("hour", -0.8472978603872037)],
|
|
n = 5}}),
|
|
("a day - \54616\47336",
|
|
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}}),
|
|
("am|pm <time-of-day>",
|
|
Classifier{okData =
|
|
ClassData{prior = -0.23262229526875347,
|
|
unseen = -4.543294782270004,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("time-of-day (latent)", -1.824549292051046),
|
|
("<date>\50640", -3.146305132033365),
|
|
("time-of-day", -1.536867219599265),
|
|
("hour", -0.8437200390393196),
|
|
("<time-of-day>\51060\51204", -3.4339872044851463),
|
|
("<hour-of-day> half (as relative minutes)",
|
|
-3.8394523125933104),
|
|
("minute", -3.146305132033365),
|
|
("after <time-of-day>", -3.8394523125933104),
|
|
("<hour-of-day> <integer> (as relative minutes)",
|
|
-3.4339872044851463)],
|
|
n = 42},
|
|
koData =
|
|
ClassData{prior = -1.5723966407537513,
|
|
unseen = -3.4657359027997265,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("time-of-day (latent)", -1.2367626271489267),
|
|
("time-of-day", -2.0476928433652555),
|
|
("hour", -0.9490805546971459)],
|
|
n = 11}}),
|
|
("hh:mm",
|
|
Classifier{okData =
|
|
ClassData{prior = -4.445176257083381e-2,
|
|
unseen = -3.1780538303479458,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 22},
|
|
koData =
|
|
ClassData{prior = -3.1354942159291497,
|
|
unseen = -1.0986122886681098,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
|
|
("integer - TYPE 1: powers of ten",
|
|
Classifier{okData =
|
|
ClassData{prior = -0.15415067982725836,
|
|
unseen = -2.0794415416798357,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
|
|
koData =
|
|
ClassData{prior = -1.9459101490553135,
|
|
unseen = -1.0986122886681098,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
|
|
("day with korean number - \51068\51068..\44396\51068",
|
|
Classifier{okData =
|
|
ClassData{prior = -0.6931471805599453,
|
|
unseen = -1.0986122886681098,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
|
|
koData =
|
|
ClassData{prior = -0.6931471805599453,
|
|
unseen = -1.0986122886681098,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
|
|
("second (grain)",
|
|
Classifier{okData =
|
|
ClassData{prior = -0.2876820724517809,
|
|
unseen = -1.6094379124341003,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
|
|
koData =
|
|
ClassData{prior = -1.3862943611198906,
|
|
unseen = -1.0986122886681098,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
|
|
("Hangul Day",
|
|
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> (hour-of-day) relative minutes \51204",
|
|
Classifier{okData =
|
|
ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("hour", -0.916290731874155),
|
|
("time-of-dayinteger (21..99) - TYPE 2", -0.916290731874155)],
|
|
n = 1},
|
|
koData =
|
|
ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("time-of-day (latent)integer - TYPE 1", -0.916290731874155),
|
|
("hour", -0.916290731874155)],
|
|
n = 1}}),
|
|
("<duration> ago",
|
|
Classifier{okData =
|
|
ClassData{prior = -0.45198512374305727,
|
|
unseen = -3.044522437723423,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("week", -1.8971199848858813), ("day", -1.6094379124341003),
|
|
("year", -1.8971199848858813),
|
|
("<integer> <unit-of-duration>", -0.916290731874155)],
|
|
n = 7},
|
|
koData =
|
|
ClassData{prior = -1.0116009116784799, unseen = -2.70805020110221,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("<integer> <unit-of-duration>", -1.0296194171811581),
|
|
("hour", -1.540445040947149), ("minute", -1.540445040947149)],
|
|
n = 4}}),
|
|
("Constitution Day",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -1.0986122886681098,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -0.6931471805599453,
|
|
likelihoods = HashMap.fromList [], n = 0}}),
|
|
("last <time>",
|
|
Classifier{okData =
|
|
ClassData{prior = -2.833213344056216, unseen = -3.1780538303479458,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("day", -2.03688192726104), ("hour", -2.03688192726104),
|
|
("week-end", -2.03688192726104),
|
|
("day-of-week", -2.03688192726104)],
|
|
n = 4},
|
|
koData =
|
|
ClassData{prior = -6.0624621816434854e-2,
|
|
unseen = -4.969813299576001,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("intersect", -3.8642323415917974),
|
|
("year (latent)", -1.967112356705916),
|
|
("second", -3.8642323415917974),
|
|
("time-of-day (latent)", -1.9183221925364844),
|
|
("year", -1.967112356705916),
|
|
("<duration> ago", -3.8642323415917974),
|
|
("time-of-day", -2.477937980471907),
|
|
("hour", -1.1786549963416462), ("seconds", -3.8642323415917974),
|
|
("<datetime> - <datetime> (interval)", -3.8642323415917974),
|
|
("<time-of-day>\51060\51204", -3.8642323415917974),
|
|
("<time-of-day> - <time-of-day> (interval)",
|
|
-3.353406717825807)],
|
|
n = 64}}),
|
|
("<date>\50640",
|
|
Classifier{okData =
|
|
ClassData{prior = -7.410797215372185e-2,
|
|
unseen = -3.4657359027997265,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("intersect", -1.824549292051046), ("day", -2.3353749158170367),
|
|
("am|pm <time-of-day>", -2.0476928433652555),
|
|
("<duration> ago", -2.740840023925201),
|
|
("time-of-day", -2.0476928433652555),
|
|
("hour", -1.0360919316867756), ("month", -2.740840023925201)],
|
|
n = 13},
|
|
koData =
|
|
ClassData{prior = -2.639057329615259, unseen = -2.3025850929940455,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("intersect", -1.5040773967762742),
|
|
("hour", -1.5040773967762742)],
|
|
n = 1}}),
|
|
("integer (1..10) - TYPE 2",
|
|
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",
|
|
Classifier{okData =
|
|
ClassData{prior = -0.5328045304847658,
|
|
unseen = -3.4965075614664802,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("integer (numeric)", -0.5753641449035618),
|
|
("integer (1..4) - for ordinals", -1.1631508098056809),
|
|
("integer (1..10) - TYPE 2", -2.772588722239781)],
|
|
n = 27},
|
|
koData =
|
|
ClassData{prior = -0.8842024173226546,
|
|
unseen = -3.2188758248682006,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("integer (numeric)", -1.3862943611198906),
|
|
("integer (21..99) - TYPE 2", -2.4849066497880004),
|
|
("integer (1..4) - for ordinals", -0.8754687373538999),
|
|
("few \47751", -1.5686159179138452)],
|
|
n = 19}}),
|
|
("noon",
|
|
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> and an half hours",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -1.9459101490553135,
|
|
likelihoods =
|
|
HashMap.fromList [("integer (1..4) - for ordinals", 0.0)],
|
|
n = 5},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -0.6931471805599453,
|
|
likelihoods = HashMap.fromList [], n = 0}}),
|
|
("after <duration>",
|
|
Classifier{okData =
|
|
ClassData{prior = -0.2876820724517809,
|
|
unseen = -2.3025850929940455,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("day", -1.5040773967762742),
|
|
("<integer> <unit-of-duration>", -0.8109302162163288),
|
|
("hour", -1.0986122886681098)],
|
|
n = 3},
|
|
koData =
|
|
ClassData{prior = -1.3862943611198906, unseen = -1.791759469228055,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("<integer> <unit-of-duration>", -0.916290731874155),
|
|
("hour", -0.916290731874155)],
|
|
n = 1}}),
|
|
("month",
|
|
Classifier{okData =
|
|
ClassData{prior = -5.5569851154810765e-2,
|
|
unseen = -3.6375861597263857,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("integer (numeric)", -5.5569851154810765e-2),
|
|
("integer - TYPE 1", -2.917770732084279)],
|
|
n = 35},
|
|
koData =
|
|
ClassData{prior = -2.917770732084279, unseen = -1.6094379124341003,
|
|
likelihoods =
|
|
HashMap.fromList [("integer - TYPE 1", -0.2876820724517809)],
|
|
n = 2}}),
|
|
("midnight|EOD|end of day",
|
|
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 <time>",
|
|
Classifier{okData =
|
|
ClassData{prior = -0.40546510810816444,
|
|
unseen = -2.1972245773362196,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("day", -1.3862943611198906), ("month", -1.3862943611198906),
|
|
("day-of-week", -1.3862943611198906)],
|
|
n = 2},
|
|
koData =
|
|
ClassData{prior = -1.0986122886681098,
|
|
unseen = -2.0794415416798357,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("time-of-day", -1.252762968495368),
|
|
("hour", -1.252762968495368)],
|
|
n = 1}}),
|
|
("last <cycle>",
|
|
Classifier{okData =
|
|
ClassData{prior = -0.45198512374305727,
|
|
unseen = -3.1354942159291497,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("week", -1.2992829841302609),
|
|
("month (grain)", -2.3978952727983707),
|
|
("year (grain)", -2.3978952727983707),
|
|
("week (grain)", -1.2992829841302609),
|
|
("year", -2.3978952727983707), ("month", -2.3978952727983707)],
|
|
n = 7},
|
|
koData =
|
|
ClassData{prior = -1.0116009116784799, unseen = -2.833213344056216,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("week", -1.6739764335716716),
|
|
("week (grain)", -1.6739764335716716),
|
|
("day", -1.6739764335716716),
|
|
("day (grain)", -1.6739764335716716)],
|
|
n = 4}}),
|
|
("christmas",
|
|
Classifier{okData =
|
|
ClassData{prior = -0.6931471805599453,
|
|
unseen = -1.0986122886681098,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
|
|
koData =
|
|
ClassData{prior = -0.6931471805599453,
|
|
unseen = -1.0986122886681098,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
|
|
("next n <cycle>",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -3.4965075614664802,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("week", -2.367123614131617),
|
|
("integer - TYPE 1year (grain)", -2.772588722239781),
|
|
("integer - TYPE 1minute (grain)", -2.772588722239781),
|
|
("integer (1..4) - for ordinalsmonth (grain)",
|
|
-2.772588722239781),
|
|
("integer (numeric)year (grain)", -2.772588722239781),
|
|
("integer - TYPE 1week (grain)", -2.772588722239781),
|
|
("year", -2.367123614131617),
|
|
("integer (numeric)week (grain)", -2.772588722239781),
|
|
("hour", -2.772588722239781), ("month", -2.367123614131617),
|
|
("integer (numeric)minute (grain)", -2.772588722239781),
|
|
("integer (numeric)month (grain)", -2.772588722239781),
|
|
("minute", -2.367123614131617),
|
|
("integer (numeric)hour (grain)", -2.772588722239781)],
|
|
n = 9},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -2.70805020110221,
|
|
likelihoods = HashMap.fromList [], n = 0}}),
|
|
("seconds",
|
|
Classifier{okData =
|
|
ClassData{prior = -1.0986122886681098, unseen = -1.791759469228055,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("integer (numeric)", -0.916290731874155),
|
|
("integer (21..99) - TYPE 2", -0.916290731874155)],
|
|
n = 2},
|
|
koData =
|
|
ClassData{prior = -0.40546510810816444,
|
|
unseen = -2.0794415416798357,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("integer (numeric)", -1.252762968495368),
|
|
("integer - TYPE 1", -0.8472978603872037),
|
|
("integer (21..99) - TYPE 2", -1.252762968495368)],
|
|
n = 4}}),
|
|
("<time> \47560\51648\47561 <cycle>",
|
|
Classifier{okData =
|
|
ClassData{prior = -0.40546510810816444, unseen = -2.70805020110221,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("monthday", -1.540445040947149),
|
|
("monthday (grain)", -1.9459101490553135),
|
|
("monthweek", -1.540445040947149),
|
|
("intersectweek (grain)", -1.9459101490553135),
|
|
("intersectday (grain)", -1.9459101490553135),
|
|
("monthweek (grain)", -1.9459101490553135)],
|
|
n = 4},
|
|
koData =
|
|
ClassData{prior = -1.0986122886681098,
|
|
unseen = -2.3978952727983707,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("monthday", -1.2039728043259361),
|
|
("monthday (grain)", -1.6094379124341003),
|
|
("intersectday (grain)", -1.6094379124341003)],
|
|
n = 2}}),
|
|
("in <duration>",
|
|
Classifier{okData =
|
|
ClassData{prior = -0.17589066646366416,
|
|
unseen = -4.1588830833596715,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("week", -3.044522437723423), ("second", -3.4499875458315876),
|
|
("day", -2.5336968139574325), ("year", -3.044522437723423),
|
|
("<integer> <unit-of-duration>", -1.1986957472250923),
|
|
("a day - \54616\47336", -3.044522437723423),
|
|
("<integer> and an half hours", -2.3513752571634776),
|
|
("hour", -2.1972245773362196), ("minute", -1.6582280766035324),
|
|
("about <duration>", -3.4499875458315876)],
|
|
n = 26},
|
|
koData =
|
|
ClassData{prior = -1.824549292051046, unseen = -3.0910424533583156,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("half an hour", -1.252762968495368),
|
|
("minute", -1.252762968495368)],
|
|
n = 5}}),
|
|
("<datetime> - <datetime> (interval)",
|
|
Classifier{okData =
|
|
ClassData{prior = -0.46262352194811296,
|
|
unseen = -3.8501476017100584,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("intersecthh:mm", -2.7300291078209855),
|
|
("intersectam|pm <time-of-day>", -2.7300291078209855),
|
|
("minuteminute", -1.749199854809259),
|
|
("hh:mmhh:mm", -2.03688192726104),
|
|
("dayday", -1.8827312474337816),
|
|
("hourhour", -2.2192034840549946),
|
|
("intersectday", -2.7300291078209855),
|
|
("am|pm <time-of-day>am|pm <time-of-day>", -2.7300291078209855),
|
|
("intersectintersect", -2.7300291078209855)],
|
|
n = 17},
|
|
koData =
|
|
ClassData{prior = -0.9932517730102834,
|
|
unseen = -3.4965075614664802,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("daymonth", -1.8562979903656263),
|
|
("time-of-dayam|pm <time-of-day>", -2.367123614131617),
|
|
("intersectmonth", -2.367123614131617),
|
|
("dayday", -2.367123614131617),
|
|
("hourhour", -1.8562979903656263),
|
|
("last <time>am|pm <time-of-day>", -2.367123614131617),
|
|
("dayintersect", -2.367123614131617)],
|
|
n = 10}}),
|
|
("<time-of-day>\51060\51204",
|
|
Classifier{okData =
|
|
ClassData{prior = -0.5596157879354228, unseen = -2.70805020110221,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("am|pm <time-of-day>", -1.540445040947149),
|
|
("time-of-day", -1.540445040947149),
|
|
("hour", -1.0296194171811581)],
|
|
n = 4},
|
|
koData =
|
|
ClassData{prior = -0.8472978603872037,
|
|
unseen = -2.5649493574615367,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("time-of-day (latent)", -1.791759469228055),
|
|
("hour", -1.791759469228055), ("minute", -1.3862943611198906),
|
|
("<hour-of-day> <integer> (as relative minutes)",
|
|
-1.3862943611198906)],
|
|
n = 3}}),
|
|
("New Year'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}}),
|
|
("<1..4> quarter",
|
|
Classifier{okData =
|
|
ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("integer - TYPE 1quarter (grain)", -0.916290731874155),
|
|
("quarter", -0.916290731874155)],
|
|
n = 1},
|
|
koData =
|
|
ClassData{prior = -0.6931471805599453, unseen = -1.791759469228055,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("integer (numeric)quarter (grain)", -0.916290731874155),
|
|
("quarter", -0.916290731874155)],
|
|
n = 1}}),
|
|
("Children's Day",
|
|
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> - <time-of-day> (interval)",
|
|
Classifier{okData =
|
|
ClassData{prior = -0.9444616088408514, unseen = -3.258096538021482,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("minuteminute", -1.4271163556401458),
|
|
("hh:mmhh:mm", -1.4271163556401458),
|
|
("hourhour", -2.120263536200091),
|
|
("am|pm <time-of-day>am|pm <time-of-day>", -2.120263536200091)],
|
|
n = 7},
|
|
koData =
|
|
ClassData{prior = -0.49247648509779407,
|
|
unseen = -3.5263605246161616,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("time-of-dayam|pm <time-of-day>", -2.3978952727983707),
|
|
("time-of-daytime-of-day (latent)", -2.803360380906535),
|
|
("hh:mmtime-of-day (latent)", -1.7047480922384253),
|
|
("am|pm <time-of-day>time-of-day (latent)", -2.803360380906535),
|
|
("am|pm <time-of-day><time-of-day>\51060\51204",
|
|
-2.803360380906535),
|
|
("hourhour", -1.550597412411167),
|
|
("time-of-day<time-of-day>\51060\51204", -2.803360380906535),
|
|
("minutehour", -1.7047480922384253)],
|
|
n = 11}}),
|
|
("last n <cycle>",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -3.713572066704308,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("week", -2.5902671654458267), ("second", -2.5902671654458267),
|
|
("integer - TYPE 1minute (grain)", -2.995732273553991),
|
|
("integer (1..4) - for ordinalsmonth (grain)",
|
|
-2.995732273553991),
|
|
("integer (1..4) - for ordinalshour (grain)",
|
|
-2.995732273553991),
|
|
("integer (numeric)second (grain)", -2.995732273553991),
|
|
("integer (21..99) - TYPE 2hour (grain)", -2.995732273553991),
|
|
("integer - TYPE 1week (grain)", -2.995732273553991),
|
|
("integer (numeric)week (grain)", -2.995732273553991),
|
|
("hour", -2.0794415416798357), ("month", -2.5902671654458267),
|
|
("integer - TYPE 1second (grain)", -2.995732273553991),
|
|
("integer (numeric)minute (grain)", -2.995732273553991),
|
|
("integer (numeric)month (grain)", -2.995732273553991),
|
|
("minute", -2.5902671654458267),
|
|
("integer (numeric)hour (grain)", -2.5902671654458267)],
|
|
n = 12},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -2.833213344056216,
|
|
likelihoods = HashMap.fromList [], n = 0}}),
|
|
("<hour-of-day> half (as relative minutes)",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -1.9459101490553135,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("time-of-day", -0.6931471805599453),
|
|
("hour", -0.6931471805599453)],
|
|
n = 2},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -1.0986122886681098,
|
|
likelihoods = HashMap.fromList [], n = 0}}),
|
|
("quarter (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}}),
|
|
("morning",
|
|
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}}),
|
|
("week-end",
|
|
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}}),
|
|
("after <time-of-day>",
|
|
Classifier{okData =
|
|
ClassData{prior = -1.5040773967762742, unseen = -2.639057329615259,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("lunch", -1.8718021769015913),
|
|
("time-of-day (latent)", -1.8718021769015913),
|
|
("am|pm <time-of-day>", -1.8718021769015913),
|
|
("time-of-day", -1.8718021769015913),
|
|
("hour", -0.9555114450274363)],
|
|
n = 4},
|
|
koData =
|
|
ClassData{prior = -0.25131442828090605,
|
|
unseen = -3.5263605246161616,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("time-of-day (latent)", -0.7884573603642702),
|
|
("hour", -0.7884573603642702)],
|
|
n = 14}}),
|
|
("day (grain)",
|
|
Classifier{okData =
|
|
ClassData{prior = -1.1727202608218315, unseen = -2.70805020110221,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 13},
|
|
koData =
|
|
ClassData{prior = -0.37037378829689427,
|
|
unseen = -3.4339872044851463,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 29}}),
|
|
("compose by multiplication",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -1.791759469228055,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("integer - TYPE 1integer - TYPE 1: powers of ten", 0.0)],
|
|
n = 4},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -0.6931471805599453,
|
|
likelihoods = HashMap.fromList [], n = 0}}),
|
|
("about <duration>",
|
|
Classifier{okData =
|
|
ClassData{prior = -0.6931471805599453,
|
|
unseen = -1.9459101490553135,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("<integer> and an half hours", -1.0986122886681098),
|
|
("minute", -1.0986122886681098)],
|
|
n = 1},
|
|
koData =
|
|
ClassData{prior = -0.6931471805599453,
|
|
unseen = -1.9459101490553135,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("<integer> <unit-of-duration>", -1.0986122886681098),
|
|
("hour", -1.0986122886681098)],
|
|
n = 1}}),
|
|
("<hour-of-day> <integer> (as relative minutes)",
|
|
Classifier{okData =
|
|
ClassData{prior = -1.0986122886681098, unseen = -2.639057329615259,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("time-of-daycompose by multiplication", -1.8718021769015913),
|
|
("time-of-dayinteger (numeric)", -1.8718021769015913),
|
|
("hour", -1.1786549963416462),
|
|
("time-of-dayinteger (21..99) - TYPE 2", -1.8718021769015913)],
|
|
n = 3},
|
|
koData =
|
|
ClassData{prior = -0.40546510810816444,
|
|
unseen = -2.995732273553991,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("time-of-day (latent)integer (21..99) - TYPE 2",
|
|
-2.2512917986064953),
|
|
("time-of-day (latent)integer - TYPE 1", -1.55814461804655),
|
|
("time-of-day (latent)integer - TYPE 1: powers of ten",
|
|
-2.2512917986064953),
|
|
("hour", -0.9985288301111273),
|
|
("time-of-dayinteger (21..99) - TYPE 2", -2.2512917986064953)],
|
|
n = 6}}),
|
|
("few \47751",
|
|
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}}),
|
|
("this <time>",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -2.639057329615259,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("season", -1.466337068793427), ("day", -1.466337068793427),
|
|
("hour", -1.466337068793427), ("morning", -1.8718021769015913),
|
|
("week-end", -1.8718021769015913)],
|
|
n = 4},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -1.791759469228055,
|
|
likelihoods = HashMap.fromList [], n = 0}}),
|
|
("day-of-week",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -3.713572066704308,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 39},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -0.6931471805599453,
|
|
likelihoods = HashMap.fromList [], n = 0}}),
|
|
("within <duration>",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -1.6094379124341003,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("week", -0.6931471805599453),
|
|
("<integer> <unit-of-duration>", -0.6931471805599453)],
|
|
n = 1},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -1.0986122886681098,
|
|
likelihoods = HashMap.fromList [], n = 0}})] |