{-# LANGUAGE OverloadedStrings #-}
module Duckling.Ranking.Classifiers.RU_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
"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
1.0986122886681098,
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
"\1055\1086\1085\1077\1076\1077\1083\1100\1085\1080\1082",
Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
1.791759469228055,
likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
n = Int
4},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
infinity, unseen :: Double
unseen = -Double
0.6931471805599453,
likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
0}}),
(Text
"<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
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
"hh:mm", -Double
0.6931471805599453),
(Text
"minute", -Double
0.6931471805599453)],
n :: Int
n = Int
3},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
infinity, unseen :: Double
unseen = -Double
1.0986122886681098,
likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
0}}),
(Text
"integer (numeric)",
Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
0.8096221715563133, unseen :: Double
unseen = -Double
4.465908118654584,
likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
n = Int
85},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
0.5888343339345626, unseen :: Double
unseen = -Double
4.68213122712422,
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
106}}),
(Text
"\1057\1088\1077\1076\1072",
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 (3..19)",
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
"lunch",
Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
1.0986122886681098,
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
"\1074\1095\1077\1088\1072",
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> <part-of-day>",
Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
0.1941560144409575, unseen :: Double
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
[(Text
"<time-of-day> o'clockmorning", -Double
3.6375861597263857),
(Text
"until <time-of-day>afternoon", -Double
4.04305126783455),
(Text
"dayhour", -Double
2.9444389791664407),
(Text
"on <date>evening", -Double
4.04305126783455),
(Text
"at <time-of-day>evening", -Double
4.04305126783455),
(Text
"intersect by ','evening", -Double
3.6375861597263857),
(Text
"intersectevening", -Double
2.2512917986064953),
(Text
"hourhour", -Double
1.2396908869280152),
(Text
"\1079\1072\1074\1090\1088\1072lunch", -Double
4.04305126783455),
(Text
"on <date>afternoon", -Double
3.6375861597263857),
(Text
"at <time-of-day>afternoon", -Double
3.6375861597263857),
(Text
"<time-of-day> o'clockafternoon", -Double
2.9444389791664407),
(Text
"until <time-of-day>morning", -Double
4.04305126783455),
(Text
"minutehour", -Double
2.9444389791664407),
(Text
"time-of-day (latent)morning", -Double
4.04305126783455),
(Text
"hh:mmmorning", -Double
4.04305126783455),
(Text
"\1074\1095\1077\1088\1072evening", -Double
4.04305126783455),
(Text
"time-of-day (latent)evening", -Double
4.04305126783455),
(Text
"\1079\1072\1074\1090\1088\1072evening", -Double
4.04305126783455),
(Text
"\1089\1077\1075\1086\1076\1085\1103afternoon",
-Double
4.04305126783455),
(Text
"<time-of-day> o'clockevening", -Double
3.6375861597263857),
(Text
"\1089\1077\1075\1086\1076\1085\1103evening",
-Double
4.04305126783455),
(Text
"hh:mmnight", -Double
4.04305126783455),
(Text
"hh:mmafternoon", -Double
4.04305126783455),
(Text
"on <date>morning", -Double
4.04305126783455),
(Text
"at <time-of-day>morning", -Double
4.04305126783455)],
n :: Int
n = Int
42},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
1.7346010553881064, unseen :: Double
unseen = -Double
3.891820298110627,
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
2.772588722239781),
(Text
"intersectevening", -Double
2.4849066497880004),
(Text
"hourhour", -Double
1.791759469228055),
(Text
"year (latent)afternoon", -Double
3.1780538303479458),
(Text
"year (latent)night", -Double
3.1780538303479458),
(Text
"time-of-day (latent)afternoon", -Double
2.2617630984737906)],
n :: Int
n = Int
9}}),
(Text
"numbers prefix with -, minus",
Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
infinity, unseen :: Double
unseen = -Double
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},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
3.2188758248682006,
likelihoods :: HashMap Text Double
likelihoods =
[(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
[(Text
"integer (numeric)", -Double
0.4700036292457356),
(Text
"decimal number", -Double
0.9808292530117262)],
n :: Int
n = Int
22}}),
(Text
"mm/dd",
Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
0.8754687373538999,
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
0.5389965007326869, unseen :: Double
unseen = -Double
2.772588722239781,
likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
n = Int
14}}),
(Text
"at <time-of-day>",
Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
0.10536051565782628, unseen :: Double
unseen = -Double
4.0943445622221,
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> o'clock", -Double
1.7749523509116738),
(Text
"time-of-day (latent)", -Double
1.3049487216659381),
(Text
"hh:mm", -Double
2.691243082785829), (Text
"hour", -Double
0.8586616190375187),
(Text
"minute", -Double
2.691243082785829)],
n :: Int
n = Int
27},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
2.3025850929940455,
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
"time-of-day (latent)", -Double
1.0116009116784799),
(Text
"hour", -Double
1.0116009116784799)],
n :: Int
n = Int
3}}),
(Text
"absorption of , after named 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
3.1354942159291497,
likelihoods :: HashMap Text Double
likelihoods =
[(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
[(Text
"\1055\1086\1085\1077\1076\1077\1083\1100\1085\1080\1082",
-Double
1.9924301646902063),
(Text
"\1057\1088\1077\1076\1072", -Double
2.3978952727983707),
(Text
"\1042\1086\1089\1082\1088\1077\1089\1077\1085\1100\1077",
-Double
2.3978952727983707),
(Text
"day", -Double
0.8938178760220964),
(Text
"\1057\1091\1073\1073\1086\1090\1072", -Double
2.3978952727983707),
(Text
"\1055\1103\1090\1085\1080\1094\1072", -Double
1.7047480922384253)],
n :: Int
n = Int
8},
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
"on <date>",
Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
2.8170876966696335e-2,
unseen :: Double
unseen = -Double
4.406719247264253,
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> <part-of-day>", -Double
2.7850112422383386),
(Text
"<time-of-day> o'clock", -Double
2.0918640616783932),
(Text
"intersect", -Double
2.4485390056171257), (Text
"day", -Double
3.295836866004329),
(Text
"time-of-day (latent)", -Double
1.9095425048844386),
(Text
"\1057\1091\1073\1073\1086\1090\1072", -Double
3.7013019741124937),
(Text
"hh:mm", -Double
3.0081547935525483), (Text
"hour", -Double
0.9932517730102834),
(Text
"this|next <day-of-week>", -Double
3.7013019741124937),
(Text
"minute", -Double
2.7850112422383386)],
n :: Int
n = Int
35},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
3.58351893845611, unseen :: Double
unseen = -Double
2.639057329615259,
likelihoods :: HashMap Text Double
likelihoods =
[(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
[(Text
"mm/dd", -Double
1.8718021769015913), (Text
"day", -Double
1.8718021769015913)],
n :: Int
n = Int
1}}),
(Text
"\1050\1086\1085\1077\1094 \1084\1077\1089\1103\1094\1072",
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
"\1074\1077\1089\1085\1072",
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
"between <time-of-day> and <time-of-day> (interval)",
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
1.0986122886681098,
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},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
1.6094379124341003,
likelihoods :: HashMap Text Double
likelihoods =
[(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
[(Text
"time-of-day (latent)time-of-day (latent)",
-Double
0.6931471805599453),
(Text
"hourhour", -Double
0.6931471805599453)],
n :: Int
n = Int
1}}),
(Text
"month (grain)",
Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
0.13353139262452263,
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
2.0794415416798357,
unseen :: Double
unseen = -Double
1.0986122886681098,
likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
n = Int
1}}),
(Text
"<time-of-day> o'clock",
Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
0.13062018241706422,
unseen :: Double
unseen = -Double
4.532599493153256,
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
2.2192034840549946),
(Text
"on <date>", -Double
2.2192034840549946),
(Text
"time-of-day (latent)", -Double
1.5260563034950494),
(Text
"until <time-of-day>", -Double
3.1354942159291497),
(Text
"hour", -Double
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likelihoods :: HashMap Text Double
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likelihoods :: 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 = [(Text, Double)] -> HashMap Text Double
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likelihoods :: HashMap Text Double
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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 = [(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
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Classifier :: ClassData -> ClassData -> Classifier
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likelihoods :: HashMap Text Double
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likelihoods :: HashMap Text Double
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Classifier{okData :: ClassData
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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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[(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
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likelihoods :: HashMap Text Double
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likelihoods :: HashMap Text Double
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[(Text, Double)] -> HashMap Text 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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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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likelihoods = [(Text, Double)] -> HashMap Text Double
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koData =
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0.6931471805599453,
likelihoods :: HashMap Text Double
likelihoods = [(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
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likelihoods :: HashMap Text Double
likelihoods =
[(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
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likelihoods :: HashMap Text Double
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likelihoods :: HashMap Text Double
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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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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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ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
3.7612001156935624,
likelihoods :: HashMap Text Double
likelihoods =
[(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
[(Text
"week", -Double
2.639057329615259),
(Text
"integer 2week (grain)", -Double
3.044522437723423),
(Text
"integer (numeric)day (grain)", -Double
3.044522437723423),
(Text
"integer 2minute (grain)", -Double
3.044522437723423),
(Text
"second", -Double
2.639057329615259),
(Text
"integer 2month (grain)", -Double
3.044522437723423),
(Text
"integer (numeric)second (grain) ", -Double
3.044522437723423),
(Text
"integer (numeric)year (grain)", -Double
3.044522437723423),
(Text
"day", -Double
2.639057329615259), (Text
"year", -Double
2.639057329615259),
(Text
"integer 2day (grain)", -Double
3.044522437723423),
(Text
"integer (numeric)week (grain)", -Double
3.044522437723423),
(Text
"month", -Double
2.639057329615259),
(Text
"integer (numeric)minute (grain)", -Double
3.044522437723423),
(Text
"integer 2second (grain) ", -Double
3.044522437723423),
(Text
"integer (numeric)month (grain)", -Double
3.044522437723423),
(Text
"minute", -Double
2.639057329615259),
(Text
"integer 2year (grain)", -Double
3.044522437723423)],
n :: Int
n = Int
12},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
infinity, unseen :: Double
unseen = -Double
2.9444389791664407,
likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
0}}),
(Text
"<day-of-month> (non ordinal) <named-month>",
Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
9.097177820572676e-2,
unseen :: Double
unseen = -Double
3.912023005428146,
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)\1052\1072\1088\1090", -Double
2.2823823856765264),
(Text
"integer (numeric)\1048\1102\1083\1100", -Double
2.2823823856765264),
(Text
"integer (numeric)\1057\1077\1085\1090\1103\1073\1088\1100",
-Double
3.1986731175506815),
(Text
"integer (numeric)\1040\1074\1075\1091\1089\1090",
-Double
2.2823823856765264),
(Text
"integer (numeric)\1040\1087\1088\1077\1083\1100",
-Double
3.1986731175506815),
(Text
"integer (numeric)\1060\1077\1074\1088\1072\1083\1100",
-Double
1.8123787564307907),
(Text
"month", -Double
0.8007778447523107)],
n :: Int
n = Int
21},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
2.4423470353692043,
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
"integer (numeric)\1048\1102\1083\1100", -Double
1.2992829841302609),
(Text
"month", -Double
1.2992829841302609)],
n :: Int
n = Int
2}}),
(Text
"this|next <day-of-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
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
"\1055\1086\1085\1077\1076\1077\1083\1100\1085\1080\1082",
-Double
1.252762968495368),
(Text
"day", -Double
0.8472978603872037),
(Text
"\1042\1090\1086\1088\1085\1080\1082", -Double
1.252762968495368)],
n :: Int
n = Int
2},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
infinity, unseen :: Double
unseen = -Double
1.3862943611198906,
likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
0}}),
(Text
"\1052\1072\1088\1090",
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
"", 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
"\1056\1086\1078\1076\1077\1089\1090\1074\1086 \1061\1088\1080\1089\1090\1086\1074\1086",
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
"morning",
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
"week-end",
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
"after <time-of-day>",
Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
2.772588722239781,
likelihoods :: HashMap Text Double
likelihoods =
[(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
[(Text
"<time-of-day> o'clock", -Double
1.3217558399823195),
(Text
"time-of-day (latent)", -Double
1.3217558399823195),
(Text
"hour", -Double
0.7621400520468967)],
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
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 (grain)",
Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
0.45198512374305727,
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
1.0116009116784799, unseen :: Double
unseen = -Double
1.791759469228055,
likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
n = Int
4}}),
(Text
"<month> dd-dd (interval)",
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
"\1048\1102\1083\1100", -Double
0.6931471805599453),
(Text
"month", -Double
0.6931471805599453)],
n :: Int
n = Int
2},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
infinity, unseen :: Double
unseen = -Double
1.0986122886681098,
likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
0}}),
(Text
"this <time>",
Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
1.6094379124341003,
likelihoods :: HashMap Text Double
likelihoods =
[(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
[(Text
"hour", -Double
0.6931471805599453),
(Text
"week-end", -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
"within <duration>",
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
"week", -Double
0.6931471805599453),
(Text
"<integer> <unit-of-duration>", -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}})]