{-# LANGUAGE OverloadedStrings #-}
module Duckling.Ranking.Classifiers.EL_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
"midnight",
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
"last <cycle> <time>'s'",
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
3.5553480614894135,
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
"daymonth", -Double
1.128465251817791),
(Text
"week (grain)intersect by 'of', 'from', 's",
-Double
2.833213344056216),
(Text
"day (grain)intersect", -Double
2.4277482359480516),
(Text
"weekmonth", -Double
2.1400661634962708),
(Text
"day (grain)intersect by 'of', 'from', 's",
-Double
2.4277482359480516),
(Text
"week (grain)intersect", -Double
2.833213344056216),
(Text
"day (grain)absorption of article before time",
-Double
1.580450375560848),
(Text
"week (grain)September", -Double
2.833213344056216)],
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
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
"<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
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
"at <time-of-day>", -Double
1.8971199848858813),
(Text
"absorption of article before time", -Double
1.8971199848858813),
(Text
"<time-of-day> am|pm", -Double
2.3025850929940455),
(Text
"hh:mm", -Double
1.8971199848858813), (Text
"hour", -Double
1.2039728043259361),
(Text
"minute", -Double
1.8971199848858813)],
n :: Int
n = Int
7},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
infinity, 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 [], n :: Int
n = Int
0}}),
(Text
"ordinals (1st..12th, 20th, 30th..90th)",
Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
0.9480394301887354,
unseen :: Double
unseen = -Double
3.4965075614664802,
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
31},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
0.4902063365632549,
unseen :: Double
unseen = -Double
3.9318256327243257,
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
49}}),
(Text
"integer (numeric)",
Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
0.5945320530416505, unseen :: Double
unseen = -Double
5.293304824724492,
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
197},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
0.8025619665458121,
unseen :: Double
unseen = -Double
5.0875963352323845,
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
160}}),
(Text
"<integer> and a half <grain>",
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
"hour", -Double
0.6931471805599453),
(Text
"integer (numeric)hour (grain)", -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
"<duration> hence|ago",
Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
2.1972245773362196,
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
"day", -Double
1.252762968495368),
(Text
"<integer> <unit-of-duration>", -Double
1.252762968495368)],
n :: Int
n = Int
1},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
0.11778303565638351,
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
"day", -Double
2.3513752571634776), (Text
"year", -Double
2.3513752571634776),
(Text
"<integer> <unit-of-duration>", -Double
1.0986122886681098),
(Text
"quarter of an hour", -Double
1.9459101490553135),
(Text
"minute", -Double
1.0986122886681098)],
n :: Int
n = Int
8}}),
(Text
"Father's 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
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
"thursday",
Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
0.12783337150988489,
unseen :: Double
unseen = -Double
3.1780538303479458,
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
22},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
2.120263536200091, 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
"few",
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
"fall",
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
"<named-month> <day-of-month> (ordinal or number)",
Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
1.0986122886681098,
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
"month", -Double
1.0986122886681098),
(Text
"Julyinteger (numeric)", -Double
1.0986122886681098)],
n :: Int
n = Int
1},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
0.40546510810816444,
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
"absorption of article before timeinteger (numeric)",
-Double
1.3862943611198906),
(Text
"Aprilinteger (numeric)", -Double
1.3862943611198906),
(Text
"month", -Double
0.9808292530117262)],
n :: Int
n = Int
2}}),
(Text
"<time-of-day> approximately",
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
"time-of-day (latent)", -Double
1.252762968495368),
(Text
"<time-of-day> am|pm", -Double
1.252762968495368),
(Text
"hour", -Double
0.8472978603872037)],
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
"<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
0.24214005200486485,
unseen :: Double
unseen = -Double
5.147494476813453,
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)absorption of article before time",
-Double
2.8390784635086144),
(Text
"ordinals (1st..12th, 20th, 30th..90th)absorption of article before time",
-Double
4.04305126783455),
(Text
"ordinal (digits)October", -Double
4.04305126783455),
(Text
"integer (numeric)September", -Double
2.9444389791664407),
(Text
"ordinals (1st..12th, 20th, 30th..90th)September",
-Double
3.5322256440685593),
(Text
"integer (numeric)December", -Double
4.448516375942715),
(Text
"ordinals (1st..12th, 20th, 30th..90th)May",
-Double
4.448516375942715),
(Text
"number (0..19, 20, 30..90)April", -Double
4.448516375942715),
(Text
"ordinal (digits)August", -Double
4.448516375942715),
(Text
"number (0..19, 20, 30..90)March", -Double
4.448516375942715),
(Text
"ordinal (digits)February", -Double
3.5322256440685593),
(Text
"integer (numeric)April", -Double
3.5322256440685593),
(Text
"ordinals (1st..12th, 20th, 30th..90th)April",
-Double
3.7553691953827695),
(Text
"integer (numeric)August", -Double
3.7553691953827695),
(Text
"integer (numeric)February", -Double
2.743768283704289),
(Text
"ordinals (1st..12th, 20th, 30th..90th)February",
-Double
4.448516375942715),
(Text
"month", -Double
0.8375984632984902),
(Text
"ordinal (digits)March", -Double
4.04305126783455),
(Text
"ordinals (1st..12th, 20th, 30th..90th)October",
-Double
3.5322256440685593),
(Text
"ordinals (1st..12th, 20th, 30th..90th)January",
-Double
4.448516375942715),
(Text
"integer (numeric)July", -Double
3.5322256440685593),
(Text
"integer (numeric)March", -Double
4.04305126783455),
(Text
"ordinals (1st..12th, 20th, 30th..90th)March",
-Double
3.349904087274605)],
n :: Int
n = Int
73},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
1.536867219599265, 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
"integer (numeric)absorption of article before time",
-Double
2.382627800667582),
(Text
"ordinals (1st..12th, 20th, 30th..90th)absorption of article before time",
-Double
2.5649493574615367),
(Text
"ordinal (digits)October", -Double
3.481240089335692),
(Text
"ordinal (digits)July", -Double
3.481240089335692),
(Text
"integer (numeric)September", -Double
3.0757749812275272),
(Text
"ordinal (digits)August", -Double
3.0757749812275272),
(Text
"ordinal (digits)April", -Double
3.481240089335692),
(Text
"month", -Double
1.129864832172214),
(Text
"integer (numeric)July", -Double
2.5649493574615367)],
n :: Int
n = Int
20}}),
(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
9.038406146826906e-2,
unseen :: Double
unseen = -Double
5.231108616854587,
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
"dayhour", -Double
2.134704220354885),
(Text
"time-of-day (latent)absorption of article before time",
-Double
3.4339872044851463),
(Text
"<time-of-day> o'clockabsorption of article before time",
-Double
4.532599493153256),
(Text
"mondayearly morning", -Double
4.532599493153256),
(Text
"tomorrowafternoon", -Double
4.532599493153256),
(Text
"absorption of article before timeabsorption of article before time",
-Double
3.6163087612791007),
(Text
"yesterdayabsorption of article before time",
-Double
4.532599493153256),
(Text
"hourhour", -Double
1.44155703979494),
(Text
"<time-of-day> o'clockin|during the <part-of-day>",
-Double
4.532599493153256),
(Text
"todayin|during the <part-of-day>", -Double
4.532599493153256),
(Text
"until <time-of-day>morning", -Double
4.532599493153256),
(Text
"minutehour", -Double
2.8278514009148306),
(Text
"tonightin|during the <part-of-day>", -Double
4.532599493153256),
(Text
"at <time-of-day>in|during the <part-of-day>",
-Double
3.6163087612791007),
(Text
"intersectafternoon", -Double
4.127134385045092),
(Text
"tomorrowevening", -Double
4.532599493153256),
(Text
"absorption of article before timein|during the <part-of-day>",
-Double
3.6163087612791007),
(Text
"time-of-day (latent)morning", -Double
4.532599493153256),
(Text
"yesterdayin|during the <part-of-day>", -Double
4.532599493153256),
(Text
"intersectin|during the <part-of-day>", -Double
3.2798365246578878),
(Text
"tonightabsorption of article before time",
-Double
4.532599493153256),
(Text
"todayabsorption of article before time", -Double
4.532599493153256),
(Text
"at <time-of-day>absorption of article before time",
-Double
3.6163087612791007),
(Text
"hh:mmabsorption of article before time", -Double
3.8394523125933104),
(Text
"intersectabsorption of article before time",
-Double
3.2798365246578878),
(Text
"tomorrowin|during the <part-of-day>", -Double
3.4339872044851463),
(Text
"hh:mmin|during the <part-of-day>", -Double
3.8394523125933104),
(Text
"time-of-day (latent)in|during the <part-of-day>",
-Double
3.4339872044851463),
(Text
"mondaymorning", -Double
4.127134385045092),
(Text
"absorption of article before timemorning",
-Double
4.532599493153256),
(Text
"todaymorning", -Double
4.532599493153256),
(Text
"<day-of-month> (ordinal or number) <named-month>morning",
-Double
4.532599493153256),
(Text
"tomorrowabsorption of article before time",
-Double
3.4339872044851463)],
n :: Int
n = Int
74},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
2.4485390056171257, unseen :: Double
unseen = -Double
3.970291913552122,
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
"yearhour", -Double
2.8526314299133175),
(Text
"time-of-day (latent)absorption of article before time",
-Double
2.8526314299133175),
(Text
"monthhour", -Double
3.258096538021482),
(Text
"year (latent)absorption of article before time",
-Double
3.258096538021482),
(Text
"hourhour", -Double
2.341805806147327),
(Text
"year (latent)in|during the <part-of-day>",
-Double
3.258096538021482),
(Text
"Februarymorning", -Double
3.258096538021482),
(Text
"time-of-day (latent)in|during the <part-of-day>",
-Double
2.8526314299133175)],
n :: Int
n = Int
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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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forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
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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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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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Classifier :: ClassData -> ClassData -> Classifier
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likelihoods = [(Text, Double)] -> HashMap Text Double
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likelihoods :: HashMap Text Double
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likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
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likelihoods :: HashMap Text Double
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Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
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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 =
[(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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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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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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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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Classifier :: ClassData -> ClassData -> Classifier
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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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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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likelihoods :: HashMap Text Double
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forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
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0.6931471805599453,
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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{okData :: ClassData
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likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
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koData =
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0.6931471805599453,
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 = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
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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
HashMap.fromList [(Text
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0.0)], n :: Int
n = Int
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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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0.6931471805599453,
unseen :: Double
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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
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(Text
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(Text
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unseen :: Double
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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
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(Text
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Classifier :: ClassData -> ClassData -> Classifier
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ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
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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
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0.0)], n :: Int
n = Int
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koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
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0.6931471805599453,
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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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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2.751535313041949), (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
HashMap.fromList
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(Text
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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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unseen = -Double
2.890371757896165,
likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
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koData :: ClassData
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ClassData{prior :: Double
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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 :: ClassData -> ClassData -> Classifier
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ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
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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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koData :: ClassData
koData =
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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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ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
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unseen :: Double
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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
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(Text
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(Text
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(Text
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(Text
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(Text
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(Text
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koData :: ClassData
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1.791759469228055, 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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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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(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
HashMap.fromList [(Text
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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
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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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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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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
HashMap.fromList [(Text
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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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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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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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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
ClassData{prior :: 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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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
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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
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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(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
HashMap.fromList
[(Text
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(Text
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-Double
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(Text
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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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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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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 =
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ClassData{prior :: 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
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ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
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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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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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(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
2.0794415416798357,
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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n = Int
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koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
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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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(Text
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(Text
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(Text
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(Text
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(Text
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(Text
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(Text
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(Text
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(Text
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(Text
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(Text
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(Text
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(Text
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(Text
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(Text
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(Text
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koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> 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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(Text
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(Text
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(Text
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(Text
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(Text
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(Text
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(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 =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: 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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n = Int
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koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
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
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ClassData :: Double -> Double -> HashMap Text Double -> Int -> 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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(Text
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(Text
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(Text
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koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
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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
HashMap.fromList
[(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 =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: 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
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(Text
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ClassData{prior :: 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 [], 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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unseen = -Double
4.74493212836325,
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
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(Text
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(Text
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(Text
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(Text
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(Text
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(Text
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(Text
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(Text
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(Text
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ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: 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
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(Text
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(Text
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(Text
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(Text
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(Text
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(Text
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(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
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ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
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
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(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
HashMap.fromList
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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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ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
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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
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0.0)], n :: Int
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koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
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infinity, 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 [], 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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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
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koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
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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 :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
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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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(Text
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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
2.3978952727983707,
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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Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
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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
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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
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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
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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(Text
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(Text
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(Text
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n = Int
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koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
1.252762968495368, 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
"hour", -Double
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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
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
"", 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}}),
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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
"", Double
0.0)], 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
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
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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}}),
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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
3.367295829986474,
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
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(Text
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(Text
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(Text
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(Text
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(Text
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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
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},
koData :: ClassData
koData =
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
"day (grain)", -Double
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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
1.3862943611198906,
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
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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
1.6094379124341003,
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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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
1.0986122886681098,
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
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koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
0.40546510810816444,
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
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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
3.713572066704308,
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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forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
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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{prior :: 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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ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: 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
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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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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
HashMap.fromList
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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{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
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ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
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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
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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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ClassData{prior :: 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{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 [(Text
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koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> 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 [], n :: Int
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Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
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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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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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Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
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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
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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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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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ClassData :: Double -> Double -> HashMap Text Double -> Int -> 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 [], n :: Int
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
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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
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Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
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0.6931471805599453,
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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forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
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Classifier{okData :: ClassData
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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 =
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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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ClassData{prior :: Double
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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
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(Text
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(Text
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(Text
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koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
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infinity, 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 [], n :: Int
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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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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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