mirror of
https://github.com/facebook/duckling.git
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faa91d026b
Summary: Remove hardcoded named-days and named-months, and replace them with ruleDaysOfWeek and ruleMonths. Reviewed By: patapizza Differential Revision: D5695475 fbshipit-source-id: d30557f
969 lines
57 KiB
Haskell
969 lines
57 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.VI (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 = -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 = -1.791759469228055,
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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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("integer (numeric)",
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Classifier{okData =
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ClassData{prior = -0.4986303506721723, unseen = -4.61512051684126,
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likelihoods = HashMap.fromList [("", 0.0)], n = 99},
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koData =
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ClassData{prior = -0.9348671174470905, unseen = -4.189654742026425,
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likelihoods = HashMap.fromList [("", 0.0)], n = 64}}),
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("exactly <time-of-day>",
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Classifier{okData =
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ClassData{prior = 0.0, unseen = -2.3978952727983707,
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likelihoods =
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HashMap.fromList
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[("time-of-day gi\7901", -1.6094379124341003),
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("<time-of-day> s\225ng|chi\7873u|t\7889i",
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-1.6094379124341003),
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("time-of-day (latent)", -1.6094379124341003),
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("hour", -0.916290731874155)],
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n = 3},
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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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("ng\224y h\244m qua",
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Classifier{okData =
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ClassData{prior = -0.5596157879354228, 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 = -0.8472978603872037,
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unseen = -1.6094379124341003,
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likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
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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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("ng\224y dd/mm",
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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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("dd/mm",
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Classifier{okData =
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ClassData{prior = -0.6931471805599453,
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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 = -0.6931471805599453,
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unseen = -1.9459101490553135,
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likelihoods = HashMap.fromList [("", 0.0)], n = 5}}),
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("<part-of-day> <time>",
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Classifier{okData =
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ClassData{prior = -0.7884573603642702,
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unseen = -3.5553480614894135,
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likelihoods =
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HashMap.fromList
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[("hourday", -1.128465251817791),
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("noonh\244m nay", -2.833213344056216),
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("lunchng\224y mai", -2.4277482359480516),
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("noonng\224y h\244m qua", -2.4277482359480516),
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("morningSunday", -2.833213344056216),
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("noonng\224y mai", -2.4277482359480516),
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("afternoonng\224y dd/mm", -2.833213344056216),
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("afternoonng\224y mai", -2.833213344056216)],
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n = 10},
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koData =
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ClassData{prior = -0.6061358035703156,
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unseen = -3.6635616461296463,
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likelihoods =
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HashMap.fromList
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[("hourday", -1.072636802264849),
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("afternoon<day-of-month> (numeric with day symbol) <named-month>",
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-2.538973871058276),
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("afternoongi\225ng sinh", -1.845826690498331),
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("afternoonng\224y dd/mm/yyyy", -2.9444389791664407),
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("noongi\225ng sinh", -2.9444389791664407),
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("afternoonng\224y dd/mm", -2.9444389791664407),
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("lunchgi\225ng sinh", -2.9444389791664407),
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("afternoonintersect", -2.9444389791664407)],
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n = 12}}),
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("tonight",
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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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("integer (0..19)",
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Classifier{okData =
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ClassData{prior = -1.452252328911688, 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 = -0.2666286632539486,
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unseen = -3.6375861597263857,
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likelihoods = HashMap.fromList [("", 0.0)], n = 36}}),
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("<day-of-week> t\7899i",
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Classifier{okData =
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ClassData{prior = 0.0, unseen = -2.5649493574615367,
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likelihoods =
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HashMap.fromList
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[("Monday", -1.3862943611198906), ("Friday", -1.791759469228055),
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("day", -0.8754687373538999), ("Tuesday", -1.791759469228055)],
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n = 4},
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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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("October",
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Classifier{okData =
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ClassData{prior = 0.0, 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 = -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 = -1.4271163556401458,
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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 = -0.2744368457017603, unseen = -3.044522437723423,
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likelihoods = HashMap.fromList [("", 0.0)], n = 19}}),
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("Wednesday",
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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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("ng\224y h\244m kia",
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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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("gi\225ng sinh",
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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 = -3.4657359027997265,
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likelihoods = HashMap.fromList [("", 0.0)], n = 30}}),
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("hour (grain)",
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Classifier{okData =
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ClassData{prior = -1.791759469228055, 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 = -0.1823215567939546,
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unseen = -3.0910424533583156,
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likelihoods = HashMap.fromList [("", 0.0)], n = 20}}),
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("intersect",
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Classifier{okData =
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ClassData{prior = -0.5070449009260846, unseen = -5.049856007249537,
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likelihoods =
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HashMap.fromList
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[("<time-of-day> s\225ng|chi\7873u|t\7889ing\224y dd/mm",
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-3.657130755799356),
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("hourday", -3.657130755799356),
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("dayhour", -4.350277936359301),
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("h\244m nay<time-of-day> s\225ng|chi\7873u|t\7889i",
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-4.350277936359301),
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("monthyear", -3.4339872044851463),
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("Wednesdaynext <cycle>", -4.350277936359301),
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("Tuesday<day-of-month> (numeric with day symbol) <named-month>",
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-4.350277936359301),
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("time-of-day gi\7901<part-of-day> <time>", -4.350277936359301),
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("Sunday<day-of-month> (numeric with day symbol) <named-month>",
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-3.9448128282511368),
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("time-of-day gi\7901<time> n\224y", -4.350277936359301),
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("month (numeric with month symbol)year (numeric with year symbol)",
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-3.657130755799356),
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("dayday", -2.645529844120876),
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("hourhour", -3.4339872044851463),
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("intersectyear (numeric with year symbol)",
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-3.657130755799356),
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("dayyear", -2.4784757594577096),
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("<ordinal> <cycle> of <time>year (numeric with year symbol)",
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-4.350277936359301),
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("minutehour", -3.9448128282511368),
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("<time-of-day> s\225ng|chi\7873u|t\7889iintersect",
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-3.9448128282511368),
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("Thursdaynext <cycle>", -3.9448128282511368),
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("Octoberyear (numeric with year symbol)", -4.350277936359301),
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("time-of-day gi\7901<part-of-day> (h\244m )?nay",
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-4.350277936359301),
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("<day-of-month> (numeric with day symbol) <named-month>year (numeric with year symbol)",
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-3.2516656476911914),
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("<time-of-day> s\225ng|chi\7873u|t\7889i<day-of-month> (numeric with day symbol) <named-month>",
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-3.4339872044851463),
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("time-of-day gi\7901tonight", -4.350277936359301),
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("minuteday", -2.846200539583027),
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("hh:mm<part-of-day> <time>", -4.350277936359301),
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("<day-of-month> <named-month>year (numeric with year symbol)",
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-3.2516656476911914),
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("Fridaythis <cycle>", -3.9448128282511368),
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("Thursdaythis <cycle>", -4.350277936359301),
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("at hh:mm<part-of-day> <time>", -4.350277936359301),
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("dayweek", -3.0975149678639333),
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("weekyear", -4.350277936359301),
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("<time-of-day> s\225ng|chi\7873u|t\7889ing\224y dd/mm/yyyy",
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-4.350277936359301),
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("<time-of-day> s\225ng|chi\7873u|t\7889ing\224y mai",
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-4.350277936359301),
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("Tuesdayintersect", -4.350277936359301),
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("Monday<day-of-month> (numeric with day symbol) <named-month>",
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-3.0975149678639333),
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("seasonthis <cycle>", -4.350277936359301),
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("minuteyear", -3.9448128282511368)],
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n = 53},
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koData =
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ClassData{prior = -0.9219887529887928, unseen = -4.787491742782046,
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likelihoods =
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HashMap.fromList
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[("<time-of-day> s\225ng|chi\7873u|t\7889ing\224y dd/mm",
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-4.085976312551584),
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("hourday", -2.2942168433235293),
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("dayhour", -4.085976312551584),
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("monthyear", -2.833213344056216),
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("noonh\244m nay", -4.085976312551584),
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("houryear", -4.085976312551584),
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("Mondaygi\225ng sinh", -2.987364023883474),
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("month (numeric with month symbol)year (numeric with year symbol)",
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-2.833213344056216),
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("dayday", -2.58189891577531), ("dayyear", -4.085976312551584),
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("h\244m naytime-of-day gi\7901", -4.085976312551584),
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("minutehour", -3.6805112044434196),
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("Sundaygi\225ng sinh", -3.6805112044434196),
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("<part-of-day> <time>year (numeric with year symbol)",
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-4.085976312551584),
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("<time-of-day> s\225ng|chi\7873u|t\7889igi\225ng sinh",
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-2.4765384001174837),
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("noonng\224y h\244m qua", -3.6805112044434196),
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("noongi\225ng sinh", -4.085976312551584),
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("minuteday", -2.987364023883474),
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("hh:mm<part-of-day> <time>", -4.085976312551584),
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("noonng\224y mai", -3.6805112044434196),
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("<day-of-month> <named-month>year (numeric with year symbol)",
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-4.085976312551584),
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("at hh:mm<part-of-day> <time>", -4.085976312551584),
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("Tuesdaygi\225ng sinh", -4.085976312551584)],
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n = 35}}),
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("time-of-day gi\7901",
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Classifier{okData =
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ClassData{prior = -6.453852113757118e-2,
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unseen = -4.174387269895637,
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likelihoods =
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HashMap.fromList
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[("exactly <time-of-day>", -3.4657359027997265),
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("about <time-of-day>", -3.0602707946915624),
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("time-of-day (latent)", -0.8266785731844679),
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("hour", -0.7248958788745256)],
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n = 30},
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koData =
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ClassData{prior = -2.772588722239781, unseen = -2.1972245773362196,
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likelihoods =
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HashMap.fromList
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[("time-of-day (latent)", -0.9808292530117262),
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("hour", -0.9808292530117262)],
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n = 2}}),
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("<ordinal> <cycle> of <time>",
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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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[("daymonth", -1.3862943611198906),
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("day (grain)ordinalsmonth (numeric with month symbol)",
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-1.6739764335716716),
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("week (grain)ordinalsintersect", -2.0794415416798357),
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("day (grain)ordinalsMarch", -2.0794415416798357),
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("weekmonth", -1.6739764335716716),
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("week (grain)ordinalsmonth (numeric with month symbol)",
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-2.0794415416798357)],
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n = 5},
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koData =
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ClassData{prior = -infinity, unseen = -1.9459101490553135,
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likelihoods = HashMap.fromList [], n = 0}}),
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("season",
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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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("year (grain)",
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Classifier{okData =
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ClassData{prior = -0.5389965007326869, unseen = -2.772588722239781,
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likelihoods = HashMap.fromList [("", 0.0)], n = 14},
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koData =
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ClassData{prior = -0.8754687373538999,
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unseen = -2.4849066497880004,
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likelihoods = HashMap.fromList [("", 0.0)], n = 10}}),
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("quarter <number>",
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Classifier{okData =
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ClassData{prior = -0.40546510810816444,
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unseen = -2.4849066497880004,
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likelihoods =
|
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HashMap.fromList
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[("quarter (grain)integer (numeric)", -1.2992829841302609),
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("quarter (grain)integer (0..19)", -1.2992829841302609),
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("quarter", -0.7884573603642702)],
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n = 4},
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koData =
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ClassData{prior = -1.0986122886681098,
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unseen = -2.0794415416798357,
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likelihoods =
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HashMap.fromList
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[("quarter (grain)integer (numeric)", -0.8472978603872037),
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("quarter", -0.8472978603872037)],
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n = 2}}),
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("next <cycle>",
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Classifier{okData =
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ClassData{prior = -0.6931471805599453,
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unseen = -3.7612001156935624,
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likelihoods =
|
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HashMap.fromList
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[("week", -1.9459101490553135),
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("month (grain)", -3.044522437723423),
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("year (grain)", -2.128231705849268),
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("week (grain)", -1.9459101490553135),
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("quarter", -2.3513752571634776), ("year", -2.128231705849268),
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("month", -3.044522437723423),
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("quarter (grain)", -2.3513752571634776)],
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n = 13},
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koData =
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ClassData{prior = -0.6931471805599453,
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unseen = -3.7612001156935624,
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likelihoods =
|
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HashMap.fromList
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[("month (grain)", -2.639057329615259),
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("hour (grain)", -2.639057329615259),
|
|
("year (grain)", -2.639057329615259),
|
|
("second", -2.3513752571634776), ("day", -2.639057329615259),
|
|
("minute (grain)", -2.639057329615259),
|
|
("year", -2.639057329615259),
|
|
("second (grain)", -2.3513752571634776),
|
|
("hour", -2.639057329615259), ("month", -2.639057329615259),
|
|
("minute", -2.639057329615259),
|
|
("day (grain)", -2.639057329615259)],
|
|
n = 13}}),
|
|
("ng\224y mai",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -2.0794415416798357,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 6},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -0.6931471805599453,
|
|
likelihoods = HashMap.fromList [], n = 0}}),
|
|
("quarter <number> <year>",
|
|
Classifier{okData =
|
|
ClassData{prior = -0.6931471805599453,
|
|
unseen = -1.9459101490553135,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("quarteryear", -1.0986122886681098),
|
|
("quarter (grain)integer (numeric)year (numeric with year symbol)",
|
|
-1.0986122886681098)],
|
|
n = 1},
|
|
koData =
|
|
ClassData{prior = -0.6931471805599453,
|
|
unseen = -1.9459101490553135,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("quarterhour", -1.0986122886681098),
|
|
("quarter (grain)integer (numeric)time-of-day (latent)",
|
|
-1.0986122886681098)],
|
|
n = 1}}),
|
|
("Monday",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -2.4849066497880004,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 10},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -0.6931471805599453,
|
|
likelihoods = HashMap.fromList [], n = 0}}),
|
|
("dd/mm/yyyy",
|
|
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}}),
|
|
("after lunch",
|
|
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}}),
|
|
("<time> tr\432\7899c",
|
|
Classifier{okData =
|
|
ClassData{prior = -1.9459101490553135,
|
|
unseen = -2.3025850929940455,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("day", -1.5040773967762742), ("Tuesday", -1.5040773967762742)],
|
|
n = 1},
|
|
koData =
|
|
ClassData{prior = -0.15415067982725836,
|
|
unseen = -2.995732273553991,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("gi\225ng sinh", -2.2512917986064953),
|
|
("<hour-of-day> <integer>", -2.2512917986064953),
|
|
("day", -2.2512917986064953),
|
|
("time-of-day (latent)", -1.3350010667323402),
|
|
("hour", -1.3350010667323402), ("minute", -2.2512917986064953)],
|
|
n = 6}}),
|
|
("ng\224y dd/mm/yyyy",
|
|
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> n\224y",
|
|
Classifier{okData =
|
|
ClassData{prior = -0.6061358035703156, unseen = -2.995732273553991,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("season", -1.845826690498331),
|
|
("<time-of-day> s\225ng|chi\7873u|t\7889i",
|
|
-2.2512917986064953),
|
|
("day", -1.845826690498331), ("noon", -1.845826690498331),
|
|
("hour", -1.3350010667323402),
|
|
("morning", -2.2512917986064953)],
|
|
n = 6},
|
|
koData =
|
|
ClassData{prior = -0.7884573603642702, unseen = -2.890371757896165,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("time-of-day (latent)", -1.4469189829363254),
|
|
("noon", -1.7346010553881064), ("hour", -1.041453874828161)],
|
|
n = 5}}),
|
|
("b\226y gi\7901",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -1.6094379124341003,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -0.6931471805599453,
|
|
likelihoods = HashMap.fromList [], n = 0}}),
|
|
("<hour-of-day> <integer>",
|
|
Classifier{okData =
|
|
ClassData{prior = -1.4469189829363254,
|
|
unseen = -2.4849066497880004,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("hour", -0.7884573603642702),
|
|
("time-of-day gi\7901integer (numeric)", -0.7884573603642702)],
|
|
n = 4},
|
|
koData =
|
|
ClassData{prior = -0.2682639865946794,
|
|
unseen = -3.4011973816621555,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("time-of-day (latent)integer (0..19)", -0.7282385003712154),
|
|
("hour", -0.7282385003712154)],
|
|
n = 13}}),
|
|
("<time> t\7899i",
|
|
Classifier{okData =
|
|
ClassData{prior = -0.4700036292457356,
|
|
unseen = -3.0910424533583156,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("Monday", -1.9459101490553135),
|
|
("month (numeric with month symbol)", -2.3513752571634776),
|
|
("Friday", -2.3513752571634776), ("day", -1.4350845252893227),
|
|
("month", -2.3513752571634776),
|
|
("Tuesday", -2.3513752571634776)],
|
|
n = 5},
|
|
koData =
|
|
ClassData{prior = -0.9808292530117262, unseen = -2.890371757896165,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("gi\225ng sinh", -2.1400661634962708),
|
|
("time-of-day gi\7901", -2.1400661634962708),
|
|
("<hour-of-day> <integer>", -2.1400661634962708),
|
|
("day", -2.1400661634962708), ("hour", -2.1400661634962708),
|
|
("minute", -2.1400661634962708)],
|
|
n = 3}}),
|
|
("<time-of-day> s\225ng|chi\7873u|t\7889i",
|
|
Classifier{okData =
|
|
ClassData{prior = -5.129329438755058e-2,
|
|
unseen = -4.465908118654584,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("exactly <time-of-day>", -3.7612001156935624),
|
|
("time-of-day gi\7901", -1.318853080324358),
|
|
("<hour-of-day> <integer>", -3.355735007585398),
|
|
("about <time-of-day>", -3.355735007585398),
|
|
("at hh:mm", -3.068052935133617),
|
|
("(hour-of-day) half", -3.355735007585398),
|
|
("hh:mm", -2.5084371471981943), ("hour", -1.1962507582320256),
|
|
("minute", -1.8152899666382492)],
|
|
n = 38},
|
|
koData =
|
|
ClassData{prior = -2.995732273553991, unseen = -2.70805020110221,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("time-of-day (latent)", -1.540445040947149),
|
|
("hour", -1.540445040947149)],
|
|
n = 2}}),
|
|
("April",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -1.0986122886681098,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -0.6931471805599453,
|
|
likelihoods = HashMap.fromList [], n = 0}}),
|
|
("month (numeric with month symbol)",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -3.4339872044851463,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("integer (numeric)", -0.2231435513142097),
|
|
("integer (0..19)", -1.6094379124341003)],
|
|
n = 28},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -1.0986122886681098,
|
|
likelihoods = HashMap.fromList [], n = 0}}),
|
|
("week (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}}),
|
|
("year (numeric with year symbol)",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -2.5649493574615367,
|
|
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
|
|
n = 11},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -0.6931471805599453,
|
|
likelihoods = HashMap.fromList [], n = 0}}),
|
|
("Friday",
|
|
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}}),
|
|
("quarter <number> of <year>",
|
|
Classifier{okData =
|
|
ClassData{prior = -0.6931471805599453,
|
|
unseen = -1.9459101490553135,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("quarteryear", -1.0986122886681098),
|
|
("quarter (grain)integer (numeric)year (numeric with year symbol)",
|
|
-1.0986122886681098)],
|
|
n = 1},
|
|
koData =
|
|
ClassData{prior = -0.6931471805599453,
|
|
unseen = -1.9459101490553135,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("quarterhour", -1.0986122886681098),
|
|
("quarter (grain)integer (numeric)time-of-day (latent)",
|
|
-1.0986122886681098)],
|
|
n = 1}}),
|
|
("Sunday",
|
|
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}}),
|
|
("June",
|
|
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}}),
|
|
("afternoon",
|
|
Classifier{okData =
|
|
ClassData{prior = -0.916290731874155, unseen = -1.3862943611198906,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
|
|
koData =
|
|
ClassData{prior = -0.5108256237659907,
|
|
unseen = -1.6094379124341003,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
|
|
("this <cycle>",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -3.6109179126442243,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("week", -1.6376087894007967),
|
|
("year (grain)", -2.1972245773362196),
|
|
("week (grain)", -1.6376087894007967),
|
|
("day", -2.890371757896165), ("quarter", -1.9740810260220096),
|
|
("year", -2.1972245773362196),
|
|
("quarter (grain)", -1.9740810260220096),
|
|
("day (grain)", -2.890371757896165)],
|
|
n = 14},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -2.1972245773362196,
|
|
likelihoods = HashMap.fromList [], n = 0}}),
|
|
("minute (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}}),
|
|
("about <time-of-day>",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -2.833213344056216,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("time-of-day gi\7901", -1.6739764335716716),
|
|
("<time-of-day> s\225ng|chi\7873u|t\7889i",
|
|
-1.6739764335716716),
|
|
("time-of-day (latent)", -1.6739764335716716),
|
|
("hour", -0.8266785731844679)],
|
|
n = 6},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -1.6094379124341003,
|
|
likelihoods = HashMap.fromList [], n = 0}}),
|
|
("time-of-day (latent)",
|
|
Classifier{okData =
|
|
ClassData{prior = -0.6567795363890705,
|
|
unseen = -3.4339872044851463,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("integer (numeric)", -0.10536051565782628),
|
|
("integer (0..19)", -2.3025850929940455)],
|
|
n = 28},
|
|
koData =
|
|
ClassData{prior = -0.7308875085427924, unseen = -3.367295829986474,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("integer (numeric)", -0.4989911661189879),
|
|
("integer (0..19)", -0.9343092373768334)],
|
|
n = 26}}),
|
|
("at hh:mm",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -1.6094379124341003,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -0.6931471805599453,
|
|
likelihoods = HashMap.fromList [], n = 0}}),
|
|
("(hour-of-day) half",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -2.1972245773362196,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("time-of-day gi\7901", -0.6931471805599453),
|
|
("hour", -0.6931471805599453)],
|
|
n = 3},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -1.0986122886681098,
|
|
likelihoods = HashMap.fromList [], n = 0}}),
|
|
("<integer> <unit-of-duration>",
|
|
Classifier{okData =
|
|
ClassData{prior = -infinity, unseen = -2.995732273553991,
|
|
likelihoods = HashMap.fromList [], n = 0},
|
|
koData =
|
|
ClassData{prior = 0.0, unseen = -5.225746673713201,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("week", -3.42859635585027),
|
|
("integer (0..19)year (grain)", -4.527208644518379),
|
|
("integer (numeric)day (grain)", -3.0231312477421053),
|
|
("integer (0..19)hour (grain)", -3.834061463958434),
|
|
("second", -3.6109179126442243),
|
|
("integer (numeric)second (grain)", -3.6109179126442243),
|
|
("integer (numeric)year (grain)", -2.655406467616788),
|
|
("day", -2.822460552279954), ("year", -2.581298495463066),
|
|
("integer (numeric)week (grain)", -4.121743536410215),
|
|
("integer (0..19)month (grain)", -4.527208644518379),
|
|
("hour", -2.001480000210124), ("month", -2.042301994730379),
|
|
("integer (numeric)minute (grain)", -3.6109179126442243),
|
|
("integer (numeric)month (grain)", -2.084861609149175),
|
|
("minute", -3.6109179126442243),
|
|
("integer (numeric)hour (grain)", -2.129313371720009),
|
|
("integer (0..19)day (grain)", -4.121743536410215),
|
|
("integer (0..19)week (grain)", -3.834061463958434)],
|
|
n = 83}}),
|
|
("<time-of-day> am|pm",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -1.6094379124341003,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("time-of-day (latent)", -0.6931471805599453),
|
|
("hour", -0.6931471805599453)],
|
|
n = 1},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -1.0986122886681098,
|
|
likelihoods = HashMap.fromList [], n = 0}}),
|
|
("h\244m nay",
|
|
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}}),
|
|
("hh:mm",
|
|
Classifier{okData =
|
|
ClassData{prior = -8.701137698962981e-2,
|
|
unseen = -2.5649493574615367,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 11},
|
|
koData =
|
|
ClassData{prior = -2.4849066497880004,
|
|
unseen = -1.0986122886681098,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
|
|
("second (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}}),
|
|
("intersect by \"of\", \"from\", \"'s\"",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -2.3978952727983707,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("Wednesdaynext <cycle>", -1.6094379124341003),
|
|
("Fridaythis <cycle>", -1.6094379124341003),
|
|
("Thursdaythis <cycle>", -1.6094379124341003),
|
|
("dayweek", -0.916290731874155)],
|
|
n = 3},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -1.6094379124341003,
|
|
likelihoods = HashMap.fromList [], n = 0}}),
|
|
("<hour-of-day> <integer> ph\250t",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -1.6094379124341003,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("hour", -0.6931471805599453),
|
|
("time-of-day gi\7901integer (numeric)", -0.6931471805599453)],
|
|
n = 1},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -1.0986122886681098,
|
|
likelihoods = HashMap.fromList [], n = 0}}),
|
|
("March",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -1.6094379124341003,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -0.6931471805599453,
|
|
likelihoods = HashMap.fromList [], n = 0}}),
|
|
("noon",
|
|
Classifier{okData =
|
|
ClassData{prior = -0.7621400520468967,
|
|
unseen = -2.1972245773362196,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 7},
|
|
koData =
|
|
ClassData{prior = -0.6286086594223742,
|
|
unseen = -2.3025850929940455,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 8}}),
|
|
("ordinals",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -1.6094379124341003,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -0.6931471805599453,
|
|
likelihoods = HashMap.fromList [], n = 0}}),
|
|
("(hour-of-day) quarter",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -1.6094379124341003,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("hour", -0.6931471805599453),
|
|
("time-of-day gi\7901integer (numeric)", -0.6931471805599453)],
|
|
n = 1},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -1.0986122886681098,
|
|
likelihoods = HashMap.fromList [], n = 0}}),
|
|
("last <cycle>",
|
|
Classifier{okData =
|
|
ClassData{prior = -0.7731898882334817, unseen = -3.295836866004329,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("week", -2.5649493574615367),
|
|
("month (grain)", -2.5649493574615367),
|
|
("year (grain)", -1.6486586255873816),
|
|
("week (grain)", -2.5649493574615367),
|
|
("year", -1.6486586255873816), ("month", -2.5649493574615367)],
|
|
n = 6},
|
|
koData =
|
|
ClassData{prior = -0.6190392084062235, unseen = -3.367295829986474,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("month (grain)", -2.2335922215070942),
|
|
("hour (grain)", -2.639057329615259),
|
|
("year (grain)", -2.639057329615259),
|
|
("second", -2.639057329615259), ("day", -2.639057329615259),
|
|
("minute (grain)", -2.639057329615259),
|
|
("year", -2.639057329615259),
|
|
("second (grain)", -2.639057329615259),
|
|
("hour", -2.639057329615259), ("month", -2.2335922215070942),
|
|
("minute", -2.639057329615259),
|
|
("day (grain)", -2.639057329615259)],
|
|
n = 7}}),
|
|
("next n <cycle>",
|
|
Classifier{okData =
|
|
ClassData{prior = -0.1431008436406733,
|
|
unseen = -3.7612001156935624,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("integer (numeric)day (grain)", -2.639057329615259),
|
|
("second", -2.3513752571634776),
|
|
("integer (numeric)second (grain)", -2.3513752571634776),
|
|
("integer (numeric)year (grain)", -2.639057329615259),
|
|
("day", -2.639057329615259), ("year", -2.639057329615259),
|
|
("integer (0..19)month (grain)", -3.044522437723423),
|
|
("hour", -2.639057329615259), ("month", -2.639057329615259),
|
|
("integer (numeric)minute (grain)", -2.639057329615259),
|
|
("integer (numeric)month (grain)", -3.044522437723423),
|
|
("minute", -2.639057329615259),
|
|
("integer (numeric)hour (grain)", -2.639057329615259)],
|
|
n = 13},
|
|
koData =
|
|
ClassData{prior = -2.0149030205422647, unseen = -3.044522437723423,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("week", -1.8971199848858813),
|
|
("integer (numeric)week (grain)", -2.3025850929940455),
|
|
("integer (0..19)week (grain)", -2.3025850929940455)],
|
|
n = 2}}),
|
|
("<day-of-month> <named-month>",
|
|
Classifier{okData =
|
|
ClassData{prior = -0.10008345855698253,
|
|
unseen = -3.7376696182833684,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("integer (numeric)month (numeric with month symbol)",
|
|
-0.8232003088081431),
|
|
("month", -0.7178397931503169),
|
|
("integer (numeric)March", -2.6149597780361984)],
|
|
n = 19},
|
|
koData =
|
|
ClassData{prior = -2.3513752571634776,
|
|
unseen = -2.0794415416798357,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("integer (numeric)month (numeric with month symbol)",
|
|
-0.8472978603872037),
|
|
("month", -0.8472978603872037)],
|
|
n = 2}}),
|
|
("Tuesday",
|
|
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}}),
|
|
("last n <cycle>",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -3.4657359027997265,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("integer (numeric)day (grain)", -2.3353749158170367),
|
|
("integer (0..19)hour (grain)", -2.740840023925201),
|
|
("second", -2.740840023925201),
|
|
("integer (numeric)second (grain)", -2.740840023925201),
|
|
("integer (numeric)year (grain)", -2.740840023925201),
|
|
("day", -2.3353749158170367), ("year", -2.740840023925201),
|
|
("hour", -2.3353749158170367), ("month", -2.3353749158170367),
|
|
("integer (numeric)minute (grain)", -2.740840023925201),
|
|
("integer (numeric)month (grain)", -2.3353749158170367),
|
|
("minute", -2.740840023925201),
|
|
("integer (numeric)hour (grain)", -2.740840023925201)],
|
|
n = 9},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -2.639057329615259,
|
|
likelihoods = HashMap.fromList [], n = 0}}),
|
|
("quarter (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}}),
|
|
("morning",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -1.3862943611198906,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -0.6931471805599453,
|
|
likelihoods = HashMap.fromList [], n = 0}}),
|
|
("day (grain)",
|
|
Classifier{okData =
|
|
ClassData{prior = -0.6190392084062235,
|
|
unseen = -2.1972245773362196,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 7},
|
|
koData =
|
|
ClassData{prior = -0.7731898882334817,
|
|
unseen = -2.0794415416798357,
|
|
likelihoods = HashMap.fromList [("", 0.0)], n = 6}}),
|
|
("<part-of-day> (h\244m )?nay",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -2.4849066497880004,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("noon", -1.0116009116784799), ("hour", -0.7884573603642702),
|
|
("morning", -1.7047480922384253)],
|
|
n = 4},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -1.3862943611198906,
|
|
likelihoods = HashMap.fromList [], n = 0}}),
|
|
("<day-of-month> (numeric with day symbol) <named-month>",
|
|
Classifier{okData =
|
|
ClassData{prior = 0.0, unseen = -3.784189633918261,
|
|
likelihoods =
|
|
HashMap.fromList
|
|
[("integer (numeric)month (numeric with month symbol)",
|
|
-0.8167611365271219),
|
|
("month", -0.7166776779701395),
|
|
("integer (numeric)March", -2.662587827025453)],
|
|
n = 20},
|
|
koData =
|
|
ClassData{prior = -infinity, unseen = -1.3862943611198906,
|
|
likelihoods = HashMap.fromList [], n = 0}})] |