{-# LANGUAGE OverloadedStrings #-}
module Duckling.Ranking.Classifiers.EN_US (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
"Military Spouse 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
1.0986122886681098,
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
"Bhai Dooj",
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
"<integer> to|till|before <hour-of-day>",
Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
2.5649493574615367, unseen :: Double
unseen = -Double
1.791759469228055,
likelihoods :: HashMap Text Double
likelihoods =
[(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
[(Text
"integer (numeric)noon|midnight|EOD|end of day",
-Double
0.916290731874155),
(Text
"hour", -Double
0.916290731874155)],
n :: Int
n = Int
1},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
8.004270767353637e-2,
unseen :: Double
unseen = -Double
3.332204510175204,
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
0.7308875085427924),
(Text
"integer (numeric)time-of-day (latent)", -Double
0.7308875085427924)],
n :: Int
n = Int
12}}),
(Text
"week",
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
"<time> timezone",
Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
9.237332013101517e-2,
unseen :: Double
unseen = -Double
4.23410650459726,
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
2.4277482359480516),
(Text
"hhhmm", -Double
1.65455834771457),
(Text
"<time-of-day> am|pm", -Double
2.0222831278398874),
(Text
"hh:mm", -Double
2.2735975561207935), (Text
"hour", -Double
1.821612432377736),
(Text
"minute", -Double
1.128465251817791)],
n :: Int
n = Int
31},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
2.4277482359480516,
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
"hhhmm", -Double
1.3862943611198906), (Text
"hh:mm", -Double
1.791759469228055),
(Text
"minute", -Double
1.0986122886681098)],
n :: Int
n = Int
3}}),
(Text
"Thursday",
Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
7.79615414697118e-2,
unseen :: Double
unseen = -Double
3.6635616461296463,
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
37},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
2.5902671654458267,
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
"integer (numeric)",
Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
0.5249051449721773,
unseen :: Double
unseen = -Double
6.2878585601617845,
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
536},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
0.8955363004047092, unseen :: Double
unseen = -Double
5.918893854273146,
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
370}}),
(Text
"<year> (bc|ad)",
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
"integer (numeric)", Double
0.0)],
n :: Int
n = Int
5},
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
"<duration> hence|ago",
Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
0.10008345855698253,
unseen :: Double
unseen = -Double
3.828641396489095,
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
1.6094379124341003), (Text
"day", -Double
1.8607523407150064),
(Text
"year", -Double
2.4203681286504293),
(Text
"<integer> <unit-of-duration>", -Double
1.0340737675305385),
(Text
"a <unit-of-duration>", -Double
2.70805020110221),
(Text
"month", -Double
2.70805020110221), (Text
"fortnight", -Double
2.70805020110221)],
n :: Int
n = Int
19},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
2.3513752571634776,
unseen :: Double
unseen = -Double
2.4849066497880004,
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
"year", -Double
1.2992829841302609),
(Text
"<integer> <unit-of-duration>", -Double
1.2992829841302609)],
n :: Int
n = Int
2}}),
(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
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
"", Double
0.0)], n :: Int
n = Int
9},
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
"quarter to|till|before <hour-of-day>",
Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
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
"noon|midnight|EOD|end of day", -Double
0.6931471805599453),
(Text
"hour", -Double
0.6931471805599453)],
n :: Int
n = Int
1},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
infinity, unseen :: Double
unseen = -Double
1.0986122886681098,
likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
0}}),
(Text
"Karva Chauth",
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
"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
"<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
0.6931471805599453, 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
"day (grain)tomorrow", -Double
1.6739764335716716),
(Text
"dayday", -Double
1.1631508098056809),
(Text
"day (grain)yesterday", -Double
1.6739764335716716)],
n :: Int
n = Int
4},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
0.6931471805599453, 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
"dayhour", -Double
1.6739764335716716),
(Text
"year (grain)Christmas", -Double
2.0794415416798357),
(Text
"dayday", -Double
2.0794415416798357),
(Text
"day (grain)intersect", -Double
1.6739764335716716),
(Text
"day (grain)Easter Sunday", -Double
2.0794415416798357),
(Text
"yearday", -Double
2.0794415416798357)],
n :: Int
n = Int
4}}),
(Text
"Easter Monday",
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
"Navaratri",
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
"Martin Luther King'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
2.4849066497880004,
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
10},
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 (20..90)",
Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
2.1972245773362196,
likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], 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
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
"Shemini Atzeret",
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
"in <duration> 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
0.6931471805599453,
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
"dayhour", -Double
1.3862943611198906),
(Text
"yearhour", -Double
1.3862943611198906),
(Text
"<integer> <unit-of-duration><time-of-day> am|pm",
-Double
0.9808292530117262)],
n :: Int
n = Int
2},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
0.6931471805599453,
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
"dayhour", -Double
1.3862943611198906),
(Text
"yearhour", -Double
1.3862943611198906),
(Text
"<integer> <unit-of-duration>time-of-day (latent)",
-Double
0.9808292530117262)],
n :: Int
n = Int
2}}),
(Text
"Maha Shivaratri",
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
"Ramadan",
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,
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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
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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
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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
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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
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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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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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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
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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
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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
HashMap.fromList
[(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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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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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
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ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
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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
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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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(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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koData :: 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
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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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
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Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
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unseen :: Double
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likelihoods :: HashMap Text Double
likelihoods =
[(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
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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
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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
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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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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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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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1.6094379124341003,
likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
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koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
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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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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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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
ClassData{prior :: Double
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2.3978952727983707,
likelihoods :: HashMap Text Double
likelihoods =
[(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
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(Text
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(Text
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1.6094379124341003,
likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
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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,
likelihoods :: HashMap Text Double
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forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
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ClassData{prior :: Double
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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
HashMap.fromList [(Text
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0.0)], n :: Int
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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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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
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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
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infinity, unseen :: Double
unseen = -Double
0.6931471805599453,
likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
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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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0.12136085700426748,
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
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koData :: ClassData
koData =
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ClassData{prior :: Double
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2.169053700369523, unseen :: Double
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1.791759469228055,
likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
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0.0)], 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
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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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(Text
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koData :: ClassData
koData =
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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 [], 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
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0.0, unseen :: Double
unseen = -Double
2.833213344056216,
likelihoods :: HashMap Text Double
likelihoods =
[(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
[(Text
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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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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
0.0, unseen :: Double
unseen = -Double
1.791759469228055,
likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
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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
Classifier{okData :: ClassData
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forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
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Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
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Classifier :: ClassData -> ClassData -> Classifier
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likelihoods :: HashMap Text Double
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Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
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Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
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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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likelihoods :: HashMap Text Double
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Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
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[(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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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
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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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likelihoods :: HashMap Text Double
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Classifier{okData :: ClassData
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Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
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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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Classifier :: ClassData -> ClassData -> Classifier
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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
Classifier{okData :: ClassData
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ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
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Classifier :: ClassData -> ClassData -> Classifier
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[(Text, Double)] -> HashMap Text Double
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[(Text, Double)] -> HashMap Text Double
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Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
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[(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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Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
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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
Classifier{okData :: ClassData
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likelihoods :: HashMap Text Double
likelihoods = [(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
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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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
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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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likelihoods :: HashMap Text Double
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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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