{-# LANGUAGE OverloadedStrings #-}
module Duckling.Ranking.Classifiers.AR_EG (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
1.9459101490553135,
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
"at <time-of-day>", -Double
0.6931471805599453),
(Text
"hour", -Double
0.6931471805599453)],
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
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
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
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
0.3184537311185346, unseen :: Double
unseen = -Double
4.189654742026425,
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
64},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
1.2992829841302609, unseen :: Double
unseen = -Double
3.258096538021482,
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
24}}),
(Text
"ordinals (twelveth)",
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
"<day-of-week> next",
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
2.3025850929940455,
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
"day", -Double
0.8109302162163288),
(Text
"about|exactly <time-of-day>", -Double
1.5040773967762742),
(Text
"Tuesday", -Double
1.0986122886681098)],
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
1.3862943611198906,
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
"noon|midnight|EOD|end of day",
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
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}}),
(Text
"<hour-of-day> third",
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
2.0794415416798357,
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
"at <time-of-day>", -Double
1.252762968495368),
(Text
"hour", -Double
0.8472978603872037),
(Text
"time-of-day integer (latent)", -Double
1.252762968495368)],
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
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
"<cycle> after|before <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
2.3025850929940455,
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
"day (grain)tomorrow", -Double
1.5040773967762742),
(Text
"dayday", -Double
1.0986122886681098),
(Text
"day (grain)yesterday", -Double
1.5040773967762742)],
n :: Int
n = Int
2},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
1.0986122886681098,
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
"minute (grain)part of days", -Double
1.252762968495368),
(Text
"minutehour", -Double
1.252762968495368)],
n :: Int
n = Int
1}}),
(Text
"integer (20..90)",
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
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
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}}),
(Text
"mm/yyyy",
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
"<day-of-month> (ordinal or number) <named-month>",
Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
0.3101549283038396,
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
"ordinals (first..tenth)February", -Double
2.70805020110221),
(Text
"integer (numeric)in <named-month>", -Double
2.70805020110221),
(Text
"integer (numeric)April", -Double
2.70805020110221),
(Text
"integer (numeric)August", -Double
2.70805020110221),
(Text
"integer (numeric)February", -Double
1.791759469228055),
(Text
"month", -Double
0.916290731874155),
(Text
"integer (numeric)July", -Double
2.3025850929940455),
(Text
"integer (numeric)March", -Double
2.70805020110221)],
n :: Int
n = Int
11},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
1.3217558399823195, 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
"integer (numeric)in <named-month>", -Double
2.0794415416798357),
(Text
"integer (numeric)August", -Double
2.0794415416798357),
(Text
"month", -Double
1.1631508098056809),
(Text
"integer (numeric)July", -Double
1.6739764335716716)],
n :: Int
n = Int
4}}),
(Text
"<time> <part-of-day>",
Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
0.41616039722491244,
unseen :: Double
unseen = -Double
5.488937726156687,
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
"intersect by \",\", \"of\", \"from\", \"'s\"part of days",
-Double
4.386184644822546),
(Text
"<hour-of-day> till thirdafter part of days",
-Double
4.386184644822546),
(Text
"time-of-day integer (latent)after part of days",
-Double
4.386184644822546),
(Text
"at <time-of-day>before part of days", -Double
4.098502572370764),
(Text
"hh:mmbefore part of days", -Double
4.791649752930709),
(Text
"<datetime> - <datetime> (interval)part of days",
-Double
4.098502572370764),
(Text
"<time-of-day> - <time-of-day> (interval)part of days",
-Double
4.386184644822546),
(Text
"time-of-day ordinal (latent)part of days",
-Double
4.098502572370764),
(Text
"<hour-of-day> halfpart of days", -Double
4.386184644822546),
(Text
"time-of-day integer (latent)part of days",
-Double
3.5388867844353418),
(Text
"<hour-of-day> till quarterthis <part-of-day>",
-Double
4.386184644822546),
(Text
"hourhour", -Double
1.8738790208464304),
(Text
"hh:mmpart of days", -Double
3.8753590210565547),
(Text
"<hour-of-day> and integer minutespart of days",
-Double
2.651583589434439),
(Text
"<hour-of-day> quarterafter part of days", -Double
4.791649752930709),
(Text
"minutehour", -Double
1.4243539229442357),
(Text
"at <time-of-day>part of days", -Double
2.393754480132339),
(Text
"intersectpart of days", -Double
4.791649752930709),
(Text
"from <datetime> - <datetime> (interval)part of days",
-Double
4.386184644822546),
(Text
"<hour-of-day> and integer minutesafter part of days",
-Double
4.386184644822546),
(Text
"at <time-of-day>after part of days", -Double
3.6930374642626003),
(Text
"<hour-of-day> quarterpart of days", -Double
4.386184644822546),
(Text
"<hour-of-day> thirdpart of days", -Double
4.386184644822546),
(Text
"from <datetime> - <datetime> (interval)after part of days",
-Double
4.791649752930709),
(Text
"time-of-day ordinal (latent)tonight", -Double
4.791649752930709),
(Text
"<datetime> - <datetime> (interval)after part of days",
-Double
4.791649752930709),
(Text
"<hour-of-day> till quarterbefore part of days",
-Double
4.386184644822546),
(Text
"<time-of-day> - <time-of-day> (interval)after part of days",
-Double
4.791649752930709),
(Text
"at <time-of-day>this <part-of-day>", -Double
4.791649752930709),
(Text
"<hour-of-day> till thirdbefore part of days",
-Double
4.386184644822546)],
n :: Int
n = Int
93},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
1.0775588794702773,
unseen :: Double
unseen = -Double
5.0238805208462765,
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
"<day-of-month> (ordinal)part of days", -Double
3.2255203675868693),
(Text
"time-of-day integer (latent)after part of days",
-Double
4.324132656254979),
(Text
"dayhour", -Double
3.2255203675868693),
(Text
"<hour-of-day> till thirdafter <time-of-day>",
-Double
3.9186675481468147),
(Text
"time-of-day integer (latent)after <time-of-day>",
-Double
3.9186675481468147),
(Text
"yearhour", -Double
3.2255203675868693),
(Text
"at <time-of-day>until <time-of-day>", -Double
3.9186675481468147),
(Text
"hh:mmafter part of days", -Double
4.324132656254979),
(Text
"past year (latent)part of days", -Double
4.324132656254979),
(Text
"nograinhour", -Double
4.324132656254979),
(Text
"hh:mmuntil <time-of-day>", -Double
4.324132656254979),
(Text
"<time-of-day> - <time-of-day> (interval)part of days",
-Double
4.324132656254979),
(Text
"until <time-of-day>after part of days", -Double
4.324132656254979),
(Text
"time-of-day ordinal (latent)part of days",
-Double
3.9186675481468147),
(Text
"<time-of-day> - <time-of-day> (interval)after <time-of-day>",
-Double
4.324132656254979),
(Text
"by <time>part of days", -Double
4.324132656254979),
(Text
"<datetime> - <datetime> (interval)after <time-of-day>",
-Double
4.324132656254979),
(Text
"time-of-day integer (latent)part of days",
-Double
4.324132656254979),
(Text
"<hour-of-day> till quarterthis <part-of-day>",
-Double
4.324132656254979),
(Text
"hourhour", -Double
2.0215475632609334),
(Text
"past year (latent)after part of days", -Double
4.324132656254979),
(Text
"<hour-of-day> and integer minutespart of days",
-Double
3.6309854756950335),
(Text
"until <time-of-day>after <time-of-day>", -Double
4.324132656254979),
(Text
"minutehour", -Double
2.072840857648484),
(Text
"at <time-of-day>part of days", -Double
3.9186675481468147),
(Text
"until <time-of-day>part of days", -Double
3.9186675481468147),
(Text
"hh:mmafter <time-of-day>", -Double
4.324132656254979),
(Text
"at <time-of-day>after part of days", -Double
4.324132656254979),
(Text
"past year (latent)after <time-of-day>", -Double
4.324132656254979),
(Text
"from <datetime> - <datetime> (interval)after <time-of-day>",
-Double
4.324132656254979),
(Text
"<hour-of-day> till quarteruntil <time-of-day>",
-Double
3.9186675481468147),
(Text
"past year (latent)until <time-of-day>", -Double
4.324132656254979),
(Text
"past year (latent)before part of days", -Double
4.324132656254979),
(Text
"at <time-of-day>after <time-of-day>", -Double
3.2255203675868693),
(Text
"<hour-of-day> and integer minutesafter <time-of-day>",
-Double
3.9186675481468147)],
n :: Int
n = Int
48}}),
(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
1.0986122886681098,
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
0.6931471805599453,
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
"numbers prefix with -, minus",
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
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
"integer (numeric)", Double
0.0)],
n :: Int
n = Int
3}}),
(Text
"today",
Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
1.8718021769015913,
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
0.1670540846631662,
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
"at <time-of-day>",
Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
8.269171584511341e-2,
unseen :: Double
unseen = -Double
4.852030263919617,
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
"<hour-of-day> third", -Double
4.151039905898646),
(Text
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forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
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Classifier :: ClassData -> ClassData -> Classifier
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Classifier :: ClassData -> ClassData -> Classifier
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Classifier :: ClassData -> ClassData -> Classifier
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[(Text, Double)] -> HashMap Text Double
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Classifier :: ClassData -> ClassData -> Classifier
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likelihoods :: HashMap Text Double
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[(Text, Double)] -> HashMap Text Double
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likelihoods :: HashMap Text Double
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Classifier :: ClassData -> ClassData -> Classifier
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Classifier :: ClassData -> ClassData -> Classifier
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ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
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Classifier :: ClassData -> ClassData -> Classifier
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Classifier :: ClassData -> ClassData -> Classifier
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forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
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forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
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forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
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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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forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
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likelihoods :: HashMap Text Double
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forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
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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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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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Classifier :: ClassData -> ClassData -> Classifier
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forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
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likelihoods :: HashMap Text Double
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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
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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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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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likelihoods :: HashMap Text 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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Classifier :: ClassData -> ClassData -> Classifier
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2.0794415416798357,
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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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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2.4849066497880004,
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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1.3862943611198906,
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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likelihoods :: HashMap Text Double
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koData :: 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 [(Text
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Classifier :: ClassData -> ClassData -> Classifier
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1.3217558399823195, unseen :: Double
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2.890371757896165,
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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forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
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koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
3.295836866004329,
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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1.8718021769015913), (Text
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(Text
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2.5649493574615367),
(Text
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(Text
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n :: Int
n = Int
10}}),
(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
0.3629054936893685, unseen :: Double
unseen = -Double
2.890371757896165,
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
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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
"", Double
0.0)], 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
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
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},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, 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
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(Text
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-Double
1.252762968495368),
(Text
"secondmonth", -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
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
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(Text
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(Text
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(Text
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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
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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
0.40546510810816444,
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
"month (integer)", -Double
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(Text
"March", -Double
1.791759469228055), (Text
"month", -Double
0.8754687373538999),
(Text
"in <named-month>", -Double
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n :: Int
n = Int
4},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
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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
"March", -Double
1.3862943611198906), (Text
"month", -Double
0.9808292530117262),
(Text
"in <named-month>", -Double
1.3862943611198906)],
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
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
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0.8754687373538999), (Text
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1.791759469228055),
(Text
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1.791759469228055),
(Text
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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
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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
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
"integer (numeric)powers of tens", 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
2.3025850929940455,
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
0.8109302162163288),
(Text
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-Double
1.5040773967762742)],
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
1.3862943611198906,
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
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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
0.2876820724517809, unseen :: Double
unseen = -Double
3.367295829986474,
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
1.3862943611198906,
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
"", Double
0.0)], n :: Int
n = Int
9}}),
(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
"at <time-of-day>", -Double
1.3862943611198906),
(Text
"time-of-day ordinal (latent)", -Double
1.791759469228055),
(Text
"hour", -Double
0.8754687373538999),
(Text
"time-of-day integer (latent)", -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
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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
0.5306282510621704,
unseen :: Double
unseen = -Double
3.2188758248682006,
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
0.3448404862917295),
(Text
"integer 3", -Double
1.791759469228055),
(Text
"integer 5", -Double
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n :: Int
n = Int
20},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
0.8873031950009028,
unseen :: Double
unseen = -Double
2.9444389791664407,
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
1.0986122886681098),
(Text
"integer 10", -Double
0.8109302162163288),
(Text
"integer 3", -Double
2.1972245773362196),
(Text
"integer 5", -Double
2.1972245773362196)],
n :: Int
n = Int
14}}),
(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
3.58351893845611, unseen :: Double
unseen = -Double
3.1354942159291497,
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
1.9924301646902063),
(Text
"week (grain)", -Double
1.9924301646902063),
(Text
"day", -Double
1.9924301646902063),
(Text
"day (grain)", -Double
1.9924301646902063)],
n :: Int
n = Int
4},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
2.8170876966696335e-2,
unseen :: Double
unseen = -Double
5.68697535633982,
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
2.639057329615259),
(Text
"month (grain)", -Double
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(Text
"hour (grain)", -Double
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(Text
"year (grain)", -Double
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(Text
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(Text
"week (grain)", -Double
2.639057329615259),
(Text
"day", -Double
2.592537313980366),
(Text
"minute (grain)", -Double
3.380994674344636),
(Text
"year", -Double
2.793208009442517),
(Text
"second (grain) ", -Double
4.074141854904581),
(Text
"hour", -Double
1.9947003132247452), (Text
"month", -Double
2.249592562853535),
(Text
"minute", -Double
3.380994674344636),
(Text
"day (grain)", -Double
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n :: Int
n = Int
140}}),
(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
2.3025850929940455,
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)integer (numeric)July", -Double
1.0986122886681098),
(Text
"month", -Double
0.8109302162163288),
(Text
"integer (numeric)integer (numeric)in <named-month>",
-Double
1.5040773967762742)],
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
1.3862943611198906,
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
"this <time>",
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
"Monday", -Double
0.6931471805599453), (Text
"day", -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
"August",
Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
2.0794415416798357,
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
0.13353139262452263,
unseen :: Double
unseen = -Double
2.772588722239781,
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
14}})]