-- Copyright (c) 2016-present, Facebook, Inc.
-- All rights reserved.
--
-- This source code is licensed under the BSD-style license found in the
-- LICENSE file in the root directory of this source tree. An additional grant
-- of patent rights can be found in the PATENTS file in the same directory.

-----------------------------------------------------------------
-- Auto-generated by regenClassifiers
--
-- DO NOT EDIT UNLESS YOU ARE SURE THAT YOU KNOW WHAT YOU ARE DOING
--  @generated
-----------------------------------------------------------------
{-# LANGUAGE OverloadedStrings #-}
module Duckling.Ranking.Classifiers.VI_XX (classifiers) where
import Data.String
import Prelude
import qualified Data.HashMap.Strict as HashMap
import Duckling.Ranking.Types

classifiers :: Classifiers
classifiers :: Classifiers
classifiers
  = [(Text, Classifier)] -> Classifiers
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
      [(Text
"<time> timezone",
        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
1.6094379124341003,
                               likelihoods :: HashMap Text Double
likelihoods =
                                 [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
                                   [(Text
"<time-of-day> am|pm", -Double
0.6931471805599453),
                                    (Text
"hour", -Double
0.6931471805599453)],
                               n :: Int
n = Int
1},
                   koData :: ClassData
koData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
infinity, unseen :: Double
unseen = -Double
1.0986122886681098,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
0}}),
       (Text
"Thursday",
        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
1.791759469228055,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
n = Int
4},
                   koData :: ClassData
koData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
infinity, unseen :: Double
unseen = -Double
0.6931471805599453,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
0}}),
       (Text
"integer (numeric)",
        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
0.5108256237659907, unseen :: Double
unseen = -Double
4.61512051684126,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
n = Int
99},
                   koData :: ClassData
koData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
0.916290731874155, unseen :: Double
unseen = -Double
4.219507705176107,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
n = Int
66}}),
       (Text
"exactly <time-of-day>",
        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
2.3978952727983707,
                               likelihoods :: HashMap Text Double
likelihoods =
                                 [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
                                   [(Text
"time-of-day gi\7901", -Double
1.6094379124341003),
                                    (Text
"<time-of-day> s\225ng|chi\7873u|t\7889i",
                                     -Double
1.6094379124341003),
                                    (Text
"time-of-day (latent)", -Double
1.6094379124341003),
                                    (Text
"hour", -Double
0.916290731874155)],
                               n :: Int
n = Int
3},
                   koData :: ClassData
koData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
infinity, unseen :: Double
unseen = -Double
1.6094379124341003,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
0}}),
       (Text
"ng\224y h\244m qua",
        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
0.5596157879354228, unseen :: Double
unseen = -Double
1.791759469228055,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
n = Int
4},
                   koData :: ClassData
koData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
0.8472978603872037,
                               unseen :: Double
unseen = -Double
1.6094379124341003,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
n = Int
3}}),
       (Text
"lunch",
        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
1.3862943611198906,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
n = Int
2},
                   koData :: ClassData
koData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
infinity, unseen :: Double
unseen = -Double
0.6931471805599453,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
0}}),
       (Text
"ng\224y dd/mm",
        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
1.6094379124341003,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
n = Int
3},
                   koData :: ClassData
koData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
infinity, unseen :: Double
unseen = -Double
0.6931471805599453,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
0}}),
       (Text
"dd/mm",
        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
0.6931471805599453,
                               unseen :: Double
unseen = -Double
1.9459101490553135,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
n = Int
5},
                   koData :: ClassData
koData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
0.6931471805599453,
                               unseen :: Double
unseen = -Double
1.9459101490553135,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
n = Int
5}}),
       (Text
"<part-of-day> <time>",
        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
0.40546510810816444,
                               unseen :: Double
unseen = -Double
3.4657359027997265,
                               likelihoods :: HashMap Text Double
likelihoods =
                                 [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
                                   [(Text
"hourday", -Double
1.0360919316867756),
                                    (Text
"noonh\244m nay", -Double
2.740840023925201),
                                    (Text
"lunchng\224y mai", -Double
2.3353749158170367),
                                    (Text
"noonng\224y h\244m qua", -Double
2.3353749158170367),
                                    (Text
"morningSunday", -Double
2.740840023925201),
                                    (Text
"noonng\224y mai", -Double
2.3353749158170367),
                                    (Text
"afternoonng\224y dd/mm", -Double
2.740840023925201),
                                    (Text
"afternoonng\224y mai", -Double
2.740840023925201)],
                               n :: Int
n = Int
10},
                   koData :: ClassData
koData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
1.0986122886681098,
                               unseen :: Double
unseen = -Double
3.0910424533583156,
                               likelihoods :: HashMap Text Double
likelihoods =
                                 [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
                                   [(Text
"hourday", -Double
1.252762968495368),
                                    (Text
"afternoon<day-of-month> (numeric with day symbol) <named-month>",
                                     -Double
1.9459101490553135),
                                    (Text
"afternoonng\224y dd/mm/yyyy", -Double
2.3513752571634776),
                                    (Text
"afternoonng\224y dd/mm", -Double
2.3513752571634776),
                                    (Text
"afternoonintersect", -Double
2.3513752571634776)],
                               n :: Int
n = Int
5}}),
       (Text
"tonight",
        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
1.6094379124341003,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
n = Int
3},
                   koData :: ClassData
koData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
infinity, unseen :: Double
unseen = -Double
0.6931471805599453,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
0}}),
       (Text
"integer (0..19)",
        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
1.452252328911688, unseen :: Double
unseen = -Double
2.5649493574615367,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
n = Int
11},
                   koData :: ClassData
koData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
0.2666286632539486,
                               unseen :: Double
unseen = -Double
3.6375861597263857,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
n = Int
36}}),
       (Text
"<day-of-week> t\7899i",
        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
2.5649493574615367,
                               likelihoods :: HashMap Text Double
likelihoods =
                                 [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
                                   [(Text
"Monday", -Double
1.3862943611198906), (Text
"Friday", -Double
1.791759469228055),
                                    (Text
"day", -Double
0.8754687373538999), (Text
"Tuesday", -Double
1.791759469228055)],
                               n :: Int
n = Int
4},
                   koData :: ClassData
koData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
infinity, unseen :: Double
unseen = -Double
1.6094379124341003,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
0}}),
       (Text
"October",
        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
1.0986122886681098,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
n = Int
1},
                   koData :: ClassData
koData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
infinity, unseen :: Double
unseen = -Double
0.6931471805599453,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
0}}),
       (Text
"month (grain)",
        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
1.4271163556401458,
                               unseen :: Double
unseen = -Double
2.0794415416798357,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
n = Int
6},
                   koData :: ClassData
koData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
0.2744368457017603, unseen :: Double
unseen = -Double
3.044522437723423,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
n = Int
19}}),
       (Text
"Wednesday",
        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
1.3862943611198906,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
n = Int
2},
                   koData :: ClassData
koData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
infinity, unseen :: Double
unseen = -Double
0.6931471805599453,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
0}}),
       (Text
"ng\224y h\244m kia",
        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
1.3862943611198906,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
n = Int
2},
                   koData :: ClassData
koData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
infinity, unseen :: Double
unseen = -Double
0.6931471805599453,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
0}}),
       (Text
"gi\225ng sinh",
        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
1.3862943611198906,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
n = Int
2},
                   koData :: ClassData
koData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
infinity, unseen :: Double
unseen = -Double
0.6931471805599453,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
0}}),
       (Text
"hour (grain)",
        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
1.791759469228055, unseen :: Double
unseen = -Double
1.791759469228055,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
n = Int
4},
                   koData :: ClassData
koData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
0.1823215567939546,
                               unseen :: Double
unseen = -Double
3.0910424533583156,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
n = Int
20}}),
       (Text
"intersect",
        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
0.24921579162398486,
                               unseen :: Double
unseen = -Double
5.017279836814924,
                               likelihoods :: HashMap Text Double
likelihoods =
                                 [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
                                   [(Text
"<time-of-day> s\225ng|chi\7873u|t\7889ing\224y dd/mm",
                                     -Double
3.624340932976365),
                                    (Text
"hourday", -Double
3.624340932976365), (Text
"dayhour", -Double
4.31748811353631),
                                    (Text
"h\244m nay<time-of-day> s\225ng|chi\7873u|t\7889i",
                                     -Double
4.31748811353631),
                                    (Text
"monthyear", -Double
3.4011973816621555),
                                    (Text
"Wednesdaynext <cycle>", -Double
4.31748811353631),
                                    (Text
"Tuesday<day-of-month> (numeric with day symbol) <named-month>",
                                     -Double
4.31748811353631),
                                    (Text
"time-of-day gi\7901<part-of-day> <time>", -Double
4.31748811353631),
                                    (Text
"Sunday<day-of-month> (numeric with day symbol) <named-month>",
                                     -Double
3.912023005428146),
                                    (Text
"time-of-day gi\7901<time> n\224y", -Double
4.31748811353631),
                                    (Text
"month (numeric with month symbol)year (numeric with year symbol)",
                                     -Double
3.624340932976365),
                                    (Text
"dayday", -Double
2.6127400212978853),
                                    (Text
"hourhour", -Double
3.4011973816621555),
                                    (Text
"intersectyear (numeric with year symbol)",
                                     -Double
3.624340932976365),
                                    (Text
"dayyear", -Double
2.445685936634719),
                                    (Text
"<ordinal> <cycle> of <time>year (numeric with year symbol)",
                                     -Double
4.31748811353631),
                                    (Text
"minutehour", -Double
3.912023005428146),
                                    (Text
"<time-of-day> s\225ng|chi\7873u|t\7889iintersect",
                                     -Double
3.912023005428146),
                                    (Text
"Thursdaynext <cycle>", -Double
3.912023005428146),
                                    (Text
"Octoberyear (numeric with year symbol)", -Double
4.31748811353631),
                                    (Text
"time-of-day gi\7901<part-of-day> (h\244m )?nay",
                                     -Double
4.31748811353631),
                                    (Text
"<day-of-month> (numeric with day symbol) <named-month>year (numeric with year symbol)",
                                     -Double
3.2188758248682006),
                                    (Text
"<time-of-day> s\225ng|chi\7873u|t\7889i<day-of-month> (numeric with day symbol) <named-month>",
                                     -Double
3.4011973816621555),
                                    (Text
"time-of-day gi\7901tonight", -Double
4.31748811353631),
                                    (Text
"minuteday", -Double
2.8134107167600364),
                                    (Text
"hh:mm<part-of-day> <time>", -Double
4.31748811353631),
                                    (Text
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                               likelihoods :: HashMap Text Double
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koData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
0.2682639865946794,
                               unseen :: Double
unseen = -Double
3.4011973816621555,
                               likelihoods :: HashMap Text Double
likelihoods =
                                 [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
                                   [(Text
"time-of-day (latent)integer (0..19)", -Double
0.7282385003712154),
                                    (Text
"hour", -Double
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                               n :: Int
n = Int
13}}),
       (Text
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        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
0.3364722366212129, unseen :: Double
unseen = -Double
3.044522437723423,
                               likelihoods :: HashMap Text Double
likelihoods =
                                 [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
                                   [(Text
"Monday", -Double
1.8971199848858813),
                                    (Text
"month (numeric with month symbol)", -Double
2.3025850929940455),
                                    (Text
"Friday", -Double
2.3025850929940455), (Text
"day", -Double
1.3862943611198906),
                                    (Text
"month", -Double
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                                    (Text
"Tuesday", -Double
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                               n :: Int
n = Int
5},
                   koData :: ClassData
koData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
1.252762968495368, unseen :: Double
unseen = -Double
2.70805020110221,
                               likelihoods :: HashMap Text Double
likelihoods =
                                 [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
                                   [(Text
"time-of-day gi\7901", -Double
1.9459101490553135),
                                    (Text
"<hour-of-day> <integer>", -Double
1.9459101490553135),
                                    (Text
"hour", -Double
1.9459101490553135), (Text
"minute", -Double
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                               n :: Int
n = Int
2}}),
       (Text
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        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
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                               unseen :: Double
unseen = -Double
4.465908118654584,
                               likelihoods :: HashMap Text Double
likelihoods =
                                 [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
                                   [(Text
"exactly <time-of-day>", -Double
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                                    (Text
"time-of-day gi\7901", -Double
1.318853080324358),
                                    (Text
"<hour-of-day> <integer>", -Double
3.355735007585398),
                                    (Text
"about <time-of-day>", -Double
3.355735007585398),
                                    (Text
"at hh:mm", -Double
3.068052935133617),
                                    (Text
"(hour-of-day) half", -Double
3.355735007585398),
                                    (Text
"hh:mm", -Double
2.5084371471981943), (Text
"hour", -Double
1.1962507582320256),
                                    (Text
"minute", -Double
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                               n :: Int
n = Int
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                   koData :: ClassData
koData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
2.995732273553991, unseen :: Double
unseen = -Double
2.70805020110221,
                               likelihoods :: HashMap Text Double
likelihoods =
                                 [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
                                   [(Text
"time-of-day (latent)", -Double
1.540445040947149),
                                    (Text
"hour", -Double
1.540445040947149)],
                               n :: Int
n = Int
2}}),
       (Text
"April",
        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
1.0986122886681098,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
n = Int
1},
                   koData :: ClassData
koData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
infinity, unseen :: Double
unseen = -Double
0.6931471805599453,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
0}}),
       (Text
"month (numeric with month symbol)",
        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
3.4339872044851463,
                               likelihoods :: HashMap Text Double
likelihoods =
                                 [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
                                   [(Text
"integer (numeric)", -Double
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                                    (Text
"integer (0..19)", -Double
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                               n :: Int
n = Int
28},
                   koData :: ClassData
koData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
infinity, unseen :: Double
unseen = -Double
1.0986122886681098,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
0}}),
       (Text
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        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
2.70805020110221,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
n = Int
13},
                   koData :: ClassData
koData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
infinity, unseen :: Double
unseen = -Double
0.6931471805599453,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
0}}),
       (Text
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        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
2.5649493574615367,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"integer (numeric)", Double
0.0)],
                               n :: Int
n = Int
11},
                   koData :: ClassData
koData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
infinity, unseen :: Double
unseen = -Double
0.6931471805599453,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
0}}),
       (Text
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        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
1.791759469228055,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
n = Int
4},
                   koData :: ClassData
koData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
infinity, unseen :: Double
unseen = -Double
0.6931471805599453,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
0}}),
       (Text
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        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
0.6931471805599453,
                               unseen :: Double
unseen = -Double
1.9459101490553135,
                               likelihoods :: HashMap Text Double
likelihoods =
                                 [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
                                   [(Text
"quarteryear", -Double
1.0986122886681098),
                                    (Text
"quarter (grain)integer (numeric)year (numeric with year symbol)",
                                     -Double
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                               n :: Int
n = Int
1},
                   koData :: ClassData
koData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
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                               unseen :: Double
unseen = -Double
1.9459101490553135,
                               likelihoods :: HashMap Text Double
likelihoods =
                                 [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
                                   [(Text
"quarterhour", -Double
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                                    (Text
"quarter (grain)integer (numeric)time-of-day (latent)",
                                     -Double
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                               n :: Int
n = Int
1}}),
       (Text
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        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
infinity, unseen :: Double
unseen = -Double
0.6931471805599453,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
0},
                   koData :: ClassData
koData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
2.5649493574615367,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
n = Int
11}}),
       (Text
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        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
1.791759469228055,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
n = Int
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                   koData :: ClassData
koData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
infinity, unseen :: Double
unseen = -Double
0.6931471805599453,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
0}}),
       (Text
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        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
1.0986122886681098,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
n = Int
1},
                   koData :: ClassData
koData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
infinity, unseen :: Double
unseen = -Double
0.6931471805599453,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
0}}),
       (Text
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        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
0.916290731874155, unseen :: Double
unseen = -Double
1.3862943611198906,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
n = Int
2},
                   koData :: ClassData
koData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
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                               unseen :: Double
unseen = -Double
1.6094379124341003,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
n = Int
3}}),
       (Text
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        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
3.6109179126442243,
                               likelihoods :: HashMap Text Double
likelihoods =
                                 [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
                                   [(Text
"week", -Double
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                                    (Text
"year (grain)", -Double
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                                    (Text
"week (grain)", -Double
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                                    (Text
"day", -Double
2.890371757896165), (Text
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                                    (Text
"year", -Double
2.1972245773362196),
                                    (Text
"quarter (grain)", -Double
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                                    (Text
"day (grain)", -Double
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                               n :: Int
n = Int
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                   koData :: ClassData
koData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
infinity, unseen :: Double
unseen = -Double
2.1972245773362196,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
0}}),
       (Text
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        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
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                               unseen :: Double
unseen = -Double
1.6094379124341003,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
n = Int
3},
                   koData :: ClassData
koData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
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                               unseen :: Double
unseen = -Double
1.0986122886681098,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
n = Int
1}}),
       (Text
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        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
2.833213344056216,
                               likelihoods :: HashMap Text Double
likelihoods =
                                 [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
                                   [(Text
"time-of-day gi\7901", -Double
1.6739764335716716),
                                    (Text
"<time-of-day> s\225ng|chi\7873u|t\7889i",
                                     -Double
1.6739764335716716),
                                    (Text
"time-of-day (latent)", -Double
1.6739764335716716),
                                    (Text
"hour", -Double
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                               n :: Int
n = Int
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                   koData :: ClassData
koData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
infinity, unseen :: Double
unseen = -Double
1.6094379124341003,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
0}}),
       (Text
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        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
0.579818495252942, unseen :: Double
unseen = -Double
3.4339872044851463,
                               likelihoods :: HashMap Text Double
likelihoods =
                                 [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
                                   [(Text
"integer (numeric)", -Double
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                                    (Text
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                               n :: Int
n = Int
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                   koData :: ClassData
koData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
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                               unseen :: Double
unseen = -Double
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                               likelihoods :: HashMap Text Double
likelihoods =
                                 [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
                                   [(Text
"integer (numeric)", -Double
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                                    (Text
"integer (0..19)", -Double
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                               n :: Int
n = Int
22}}),
       (Text
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        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
1.6094379124341003,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
n = Int
3},
                   koData :: ClassData
koData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
infinity, unseen :: Double
unseen = -Double
0.6931471805599453,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
0}}),
       (Text
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        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
2.1972245773362196,
                               likelihoods :: HashMap Text Double
likelihoods =
                                 [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
                                   [(Text
"time-of-day gi\7901", -Double
0.6931471805599453),
                                    (Text
"hour", -Double
0.6931471805599453)],
                               n :: Int
n = Int
3},
                   koData :: ClassData
koData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
infinity, unseen :: Double
unseen = -Double
1.0986122886681098,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
0}}),
       (Text
"<integer> <unit-of-duration>",
        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
infinity, unseen :: Double
unseen = -Double
2.995732273553991,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
0},
                   koData :: ClassData
koData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
5.225746673713201,
                               likelihoods :: HashMap Text Double
likelihoods =
                                 [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
                                   [(Text
"week", -Double
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                                    (Text
"integer (0..19)year (grain)", -Double
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                                    (Text
"integer (numeric)day (grain)", -Double
3.0231312477421053),
                                    (Text
"integer (0..19)hour (grain)", -Double
3.834061463958434),
                                    (Text
"second", -Double
3.6109179126442243),
                                    (Text
"integer (numeric)second (grain)", -Double
3.6109179126442243),
                                    (Text
"integer (numeric)year (grain)", -Double
2.655406467616788),
                                    (Text
"day", -Double
2.822460552279954), (Text
"year", -Double
2.581298495463066),
                                    (Text
"integer (numeric)week (grain)", -Double
4.121743536410215),
                                    (Text
"integer (0..19)month (grain)", -Double
4.527208644518379),
                                    (Text
"hour", -Double
2.001480000210124), (Text
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                                    (Text
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                                    (Text
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                                    (Text
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        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
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1.6094379124341003,
                               likelihoods :: HashMap Text Double
likelihoods =
                                 [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
                                   [(Text
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                                    (Text
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                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
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        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
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                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
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1.9459101490553135,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
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0.6931471805599453,
                               likelihoods :: HashMap Text Double
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forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
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        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
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ClassData{prior :: Double
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                               unseen :: Double
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2.5649493574615367,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
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                   koData :: ClassData
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                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
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                               unseen :: Double
unseen = -Double
1.0986122886681098,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
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       (Text
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        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
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1.791759469228055,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
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                   koData :: ClassData
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ClassData{prior :: Double
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infinity, unseen :: Double
unseen = -Double
0.6931471805599453,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
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        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
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2.3978952727983707,
                               likelihoods :: HashMap Text Double
likelihoods =
                                 [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
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                                   [(Text
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                                    (Text
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                                    (Text
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infinity, unseen :: Double
unseen = -Double
1.6094379124341003,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
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        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
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1.6094379124341003,
                               likelihoods :: HashMap Text Double
likelihoods =
                                 [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
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                                    (Text
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                   koData :: ClassData
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                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
infinity, unseen :: Double
unseen = -Double
1.0986122886681098,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
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        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
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1.6094379124341003,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
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                   koData :: ClassData
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                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
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unseen = -Double
0.6931471805599453,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
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Classifier{okData :: ClassData
okData =
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                               unseen :: Double
unseen = -Double
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                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
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                   koData :: ClassData
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                               unseen :: Double
unseen = -Double
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                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
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        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
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1.6094379124341003,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
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                   koData :: ClassData
koData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
infinity, unseen :: Double
unseen = -Double
0.6931471805599453,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
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       (Text
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        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
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1.6094379124341003,
                               likelihoods :: HashMap Text Double
likelihoods =
                                 [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
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                                    (Text
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                   koData :: ClassData
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1.0986122886681098,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
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        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
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unseen = -Double
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                               likelihoods :: HashMap Text Double
likelihoods =
                                 [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
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                                    (Text
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                                    (Text
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                               likelihoods :: HashMap Text Double
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                                 [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
                                   [(Text
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                                    (Text
"hour (grain)", -Double
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                                    (Text
"year (grain)", -Double
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"minute (grain)", -Double
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                                    (Text
"year", -Double
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                                    (Text
"second (grain)", -Double
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                                    (Text
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                                    (Text
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        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
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                               unseen :: Double
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                               likelihoods :: HashMap Text Double
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                                 [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
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                                    (Text
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                                    (Text
"hour", -Double
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                                    (Text
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                                    (Text
"integer (numeric)month (grain)", -Double
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                                    (Text
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                                    (Text
"integer (numeric)hour (grain)", -Double
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2.0149030205422647, unseen :: Double
unseen = -Double
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                               likelihoods :: HashMap Text Double
likelihoods =
                                 [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
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                                    (Text
"integer (numeric)week (grain)", -Double
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                                    (Text
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Classifier{okData :: ClassData
okData =
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ClassData{prior :: Double
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                               unseen :: Double
unseen = -Double
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                               likelihoods :: HashMap Text Double
likelihoods =
                                 [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
                                   [(Text
"integer (numeric)month (numeric with month symbol)",
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                                    (Text
"month", -Double
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                                    (Text
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                   koData :: ClassData
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                               unseen :: Double
unseen = -Double
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                               likelihoods :: HashMap Text Double
likelihoods =
                                 [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
                                   [(Text
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                                    (Text
"month", -Double
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Classifier{okData :: ClassData
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unseen = -Double
1.9459101490553135,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
n = Int
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                   koData :: ClassData
koData =
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unseen = -Double
0.6931471805599453,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
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        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
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                               likelihoods :: HashMap Text Double
likelihoods =
                                 [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
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"integer (numeric)day (grain)", -Double
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                                    (Text
"integer (numeric)second (grain)", -Double
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                                    (Text
"hour", -Double
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                                    (Text
"integer (numeric)month (grain)", -Double
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                                    (Text
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                                    (Text
"integer (numeric)hour (grain)", -Double
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                   koData :: ClassData
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infinity, unseen :: Double
unseen = -Double
2.639057329615259,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
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Classifier{okData :: ClassData
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2.70805020110221,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
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                   koData :: ClassData
koData =
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infinity, unseen :: Double
unseen = -Double
0.6931471805599453,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
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       (Text
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Classifier{okData :: ClassData
okData =
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0.0, unseen :: Double
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                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
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0.0)], n :: Int
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                   koData :: ClassData
koData =
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prior = -Double
infinity, unseen :: Double
unseen = -Double
0.6931471805599453,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
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       (Text
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        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
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                               unseen :: Double
unseen = -Double
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                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
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                   koData :: ClassData
koData =
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                               unseen :: Double
unseen = -Double
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                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
n = Int
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       (Text
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        Classifier :: ClassData -> ClassData -> Classifier
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                               likelihoods :: HashMap Text Double
likelihoods =
                                 [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
                                   [(Text
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                                    (Text
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1.7047480922384253)],
                               n :: Int
n = Int
4},
                   koData :: ClassData
koData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
infinity, unseen :: Double
unseen = -Double
1.3862943611198906,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
0}}),
       (Text
"<day-of-month> (numeric with day symbol) <named-month>",
        Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
3.784189633918261,
                               likelihoods :: HashMap Text Double
likelihoods =
                                 [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
                                   [(Text
"integer (numeric)month (numeric with month symbol)",
                                     -Double
0.8167611365271219),
                                    (Text
"month", -Double
0.7166776779701395),
                                    (Text
"integer (numeric)March", -Double
2.662587827025453)],
                               n :: Int
n = Int
20},
                   koData :: ClassData
koData =
                     ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
infinity, unseen :: Double
unseen = -Double
1.3862943611198906,
                               likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
0}})]