{-# LANGUAGE OverloadedStrings #-}
module Duckling.Ranking.Classifiers.UK_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
"\1050\1074\1110\1090\1077\1085\1100",
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
"<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
0.7693745459478296, unseen :: Double
unseen = -Double
4.634728988229636,
likelihoods :: 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
101},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
0.6223211279913329, unseen :: Double
unseen = -Double
4.77912349311153,
likelihoods :: 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
117}}),
(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
"<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
0.13976194237515874,
unseen :: Double
unseen = -Double
4.709530201312334,
likelihoods :: 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
3.6018680771243066),
(Text
"until <time-of-day>afternoon", -Double
4.007333185232471),
(Text
"dayhour", -Double
2.503255788456197),
(Text
"at <time-of-day>evening", -Double
4.007333185232471),
(Text
"\1074\1095\1086\1088\1072evening", -Double
4.007333185232471),
(Text
"intersect by ','evening", -Double
3.6018680771243066),
(Text
"\1089\1100\1086\1075\1086\1076\1085\1110afternoon",
-Double
4.007333185232471),
(Text
"intersectevening", -Double
2.2155737160044158),
(Text
"hourhour", -Double
1.3331845358059422),
(Text
"\1079\1072\1074\1090\1088\1072lunch", -Double
4.007333185232471),
(Text
"at <time-of-day>afternoon", -Double
3.6018680771243066),
(Text
"\1055\1086\1085\1077\1076\1110\1083\1086\1082morning",
-Double
4.007333185232471),
(Text
"<time-of-day> o'clockafternoon", -Double
3.0910424533583156),
(Text
"until <time-of-day>morning", -Double
4.007333185232471),
(Text
"minutehour", -Double
3.0910424533583156),
(Text
"\1089\1100\1086\1075\1086\1076\1085\1110evening",
-Double
4.007333185232471),
(Text
"time-of-day (latent)morning", -Double
4.007333185232471),
(Text
"hh:mmmorning", -Double
4.007333185232471),
(Text
"time-of-day (latent)evening", -Double
4.007333185232471),
(Text
"\1079\1072\1074\1090\1088\1072evening", -Double
4.007333185232471),
(Text
"<time-of-day> o'clockevening", -Double
3.6018680771243066),
(Text
"hh:mmnight", -Double
4.007333185232471),
(Text
"hh:mmafternoon", -Double
4.007333185232471),
(Text
"on <date>morning", -Double
4.007333185232471),
(Text
"at <time-of-day>morning", -Double
4.007333185232471),
(Text
"\1063\1077\1090\1074\1077\1088morning", -Double
4.007333185232471)],
n :: Int
n = Int
40},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
2.03688192726104, 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
"yearhour", -Double
2.639057329615259),
(Text
"intersectevening", -Double
2.3513752571634776),
(Text
"hourhour", -Double
2.128231705849268),
(Text
"year (latent)afternoon", -Double
3.044522437723423),
(Text
"year (latent)night", -Double
3.044522437723423),
(Text
"time-of-day (latent)afternoon", -Double
3.044522437723423)],
n :: Int
n = Int
6}}),
(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
3.258096538021482,
likelihoods :: HashMap Text Double
likelihoods =
[(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
[(Text
"integer (numeric)", -Double
0.4462871026284195),
(Text
"decimal number", -Double
1.0216512475319814)],
n :: Int
n = Int
23}}),
(Text
"\1087\1110\1089\1083\1103\1079\1072\1074\1090\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
1.0986122886681098,
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\1086\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
"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
"\1057\1091\1073\1086\1090\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
1.6094379124341003,
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
"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
0.1431008436406733, unseen :: Double
unseen = -Double
4.060443010546419,
likelihoods :: 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
1.845826690498331),
(Text
"time-of-day (latent)", -Double
1.3350010667323402),
(Text
"hh:mm", -Double
2.4336133554004498), (Text
"hour", -Double
0.9075570519054005),
(Text
"minute", -Double
2.4336133554004498)],
n :: Int
n = Int
26},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
2.0149030205422647, 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
"time-of-day (latent)", -Double
0.9555114450274363),
(Text
"hour", -Double
0.9555114450274363)],
n :: Int
n = Int
4}}),
(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
"\1057\1091\1073\1086\1090\1072", -Double
2.3978952727983707),
(Text
"\1057\1077\1088\1077\1076\1072", -Double
2.3978952727983707),
(Text
"\1053\1077\1076\1110\1083\1103", -Double
2.3978952727983707),
(Text
"day", -Double
0.8938178760220964),
(Text
"\1055'\1103\1090\1085\1080\1094\1103", -Double
1.7047480922384253),
(Text
"\1055\1086\1085\1077\1076\1110\1083\1086\1082",
-Double
1.9924301646902063)],
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
0.2006706954621511, 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
"<time> <part-of-day>", -Double
2.639057329615259),
(Text
"\1057\1091\1073\1086\1090\1072", -Double
2.639057329615259),
(Text
"\1063\1077\1090\1074\1077\1088", -Double
2.639057329615259),
(Text
"intersect", -Double
1.540445040947149), (Text
"day", -Double
1.9459101490553135),
(Text
"hour", -Double
1.7227665977411035),
(Text
"\1055\1086\1085\1077\1076\1110\1083\1086\1082",
-Double
2.639057329615259),
(Text
"minute", -Double
2.2335922215070942)],
n :: Int
n = Int
9},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
1.7047480922384253, 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
"intersect", -Double
1.9459101490553135),
(Text
"\1041\1077\1088\1077\1079\1077\1085\1100",
-Double
1.9459101490553135),
(Text
"month", -Double
1.540445040947149)],
n :: Int
n = Int
2}}),
(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
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
"hh:mmtime-of-day (latent)", -Double
1.6739764335716716),
(Text
"minuteminute", -Double
1.6739764335716716),
(Text
"time-of-day (latent)time-of-day (latent)",
-Double
2.0794415416798357),
(Text
"hh:mmhh:mm", -Double
1.6739764335716716),
(Text
"hourhour", -Double
2.0794415416798357),
(Text
"minutehour", -Double
1.6739764335716716)],
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
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
"\1063\1077\1090\1074\1077\1088",
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
"month (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
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
"<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
0.14518200984449783,
unseen :: Double
unseen = -Double
4.248495242049359,
likelihoods :: 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
2.03688192726104),
(Text
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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
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Classifier{okData :: ClassData
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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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Classifier :: ClassData -> ClassData -> Classifier
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forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
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likelihoods :: HashMap Text Double
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[(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
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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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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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likelihoods :: 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
"integer 2hour (grain)", -Double
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(Text
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(Text
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(Text
"day", -Double
2.8622008809294686), (Text
"year", -Double
2.8622008809294686),
(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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n = Int
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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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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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(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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(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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koData :: ClassData
koData =
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 [], 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
1.791759469228055,
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
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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(Text
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koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
infinity, unseen :: Double
unseen = -Double
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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
0}}),
(Text
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Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
2.1972245773362196,
likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", 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
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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}}),
(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
2.639057329615259,
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
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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
0}}),
(Text
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Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
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unseen :: Double
unseen = -Double
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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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koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
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unseen :: Double
unseen = -Double
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likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
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0.0)], n :: Int
n = Int
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(Text
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Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
6.0624621816434854e-2,
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
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(Text
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(Text
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-Double
3.1780538303479458),
(Text
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(Text
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(Text
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(Text
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-Double
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(Text
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-Double
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(Text
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(Text
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(Text
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(Text
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-Double
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(Text
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-Double
3.1780538303479458),
(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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-Double
2.1972245773362196),
(Text
"dayminute", -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
1.9459101490553135,
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
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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
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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
"dayweek", -Double
0.6931471805599453),
(Text
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-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
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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
2.995732273553991,
likelihoods :: HashMap Text Double
likelihoods =
[(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
[(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
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 [], n :: Int
n = Int
0}}),
(Text
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Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
1.0986122886681098,
likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
n = Int
1},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
infinity, unseen :: Double
unseen = -Double
0.6931471805599453,
likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
0}}),
(Text
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Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
2.3025850929940455,
likelihoods :: HashMap Text Double
likelihoods =
[(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
[(Text
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(Text
"day", -Double
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(Text
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-Double
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n :: Int
n = Int
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koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
infinity, unseen :: Double
unseen = -Double
1.3862943611198906,
likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
0}}),
(Text
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Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
1.2039728043259361,
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
"ordinals (first..19th)", Double
0.0)],
n :: Int
n = Int
3},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
0.35667494393873245,
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
"ordinals (first..19th)", Double
0.0)],
n :: Int
n = Int
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(Text
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Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
1.9459101490553135,
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
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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
0.1823215567939546,
unseen :: Double
unseen = -Double
3.4011973816621555,
likelihoods :: HashMap Text Double
likelihoods =
[(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
[(Text
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(Text
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1.9810014688665833),
(Text
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-Double
2.6741486494265287),
(Text
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1.9810014688665833),
(Text
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1.0647107369924282), (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
1.791759469228055, 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
"hh:mm", -Double
1.466337068793427), (Text
"minute", -Double
1.466337068793427)],
n :: Int
n = Int
2}}),
(Text
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Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
2.1972245773362196,
likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
n = Int
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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
"evening",
Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
2.0794415416798357,
likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
n = Int
6},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
infinity, unseen :: Double
unseen = -Double
0.6931471805599453,
likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
0}}),
(Text
"decimal number",
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
3.6109179126442243,
likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
n = Int
35}}),
(Text
"\1055\1086\1085\1077\1076\1110\1083\1086\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
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
"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
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>",
Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
2.833213344056216,
likelihoods :: HashMap Text Double
likelihoods =
[(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
[(Text
"week", -Double
1.3862943611198906),
(Text
"month (grain)", -Double
2.0794415416798357),
(Text
"year (grain)", -Double
2.0794415416798357),
(Text
"week (grain)", -Double
1.3862943611198906),
(Text
"year", -Double
2.0794415416798357), (Text
"month", -Double
2.0794415416798357)],
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
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
"next n <cycle>",
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
3.912023005428146,
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
"week", -Double
2.793208009442517),
(Text
"integer (numeric)day (grain)", -Double
3.1986731175506815),
(Text
"integer (3..19)day (grain)", -Double
3.1986731175506815),
(Text
"second", -Double
2.793208009442517),
(Text
"integer (3..19)second (grain)", -Double
3.1986731175506815),
(Text
"integer (numeric)second (grain)", -Double
3.1986731175506815),
(Text
"integer (numeric)year (grain)", -Double
3.1986731175506815),
(Text
"integer (3..19)year (grain)", -Double
3.1986731175506815),
(Text
"day", -Double
2.793208009442517), (Text
"year", -Double
2.793208009442517),
(Text
"integer (3..19)week (grain)", -Double
3.1986731175506815),
(Text
"integer (numeric)week (grain)", -Double
3.1986731175506815),
(Text
"integer (3..19)minute (grain)", -Double
3.1986731175506815),
(Text
"hour", -Double
2.793208009442517), (Text
"month", -Double
2.793208009442517),
(Text
"integer (numeric)minute (grain)", -Double
3.1986731175506815),
(Text
"integer (3..19)month (grain)", -Double
3.1986731175506815),
(Text
"integer (numeric)month (grain)", -Double
3.1986731175506815),
(Text
"integer (3..19)hour (grain)", -Double
3.1986731175506815),
(Text
"minute", -Double
2.793208009442517),
(Text
"integer (numeric)hour (grain)", -Double
3.1986731175506815)],
n :: Int
n = Int
14},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
infinity, 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 [], n :: Int
n = Int
0}}),
(Text
"in <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
3.4657359027997265,
likelihoods :: HashMap Text Double
likelihoods =
[(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
[(Text
"week", -Double
2.740840023925201), (Text
"second", -Double
2.740840023925201),
(Text
"day", -Double
2.740840023925201), (Text
"year", -Double
2.740840023925201),
(Text
"<integer> <unit-of-duration>", -Double
0.8690378470236094),
(Text
"hour", -Double
2.0476928433652555), (Text
"minute", -Double
1.6422277352570913)],
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
2.0794415416798357,
likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
0}}),
(Text
"<datetime> - <datetime> (interval)",
Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
0.5108256237659907,
unseen :: Double
unseen = -Double
3.4657359027997265,
likelihoods :: HashMap Text Double
likelihoods =
[(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
[(Text
"intersecthh:mm", -Double
2.740840023925201),
(Text
"minuteminute", -Double
1.6422277352570913),
(Text
"hh:mmhh:mm", -Double
1.824549292051046),
(Text
"dayday", -Double
1.824549292051046),
(Text
"<day-of-month> (non ordinal) <named-month><day-of-month> (non ordinal) <named-month>",
-Double
2.3353749158170367),
(Text
"mm/ddmm/dd", -Double
2.3353749158170367)],
n :: Int
n = Int
9},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
0.916290731874155, unseen :: Double
unseen = -Double
3.258096538021482,
likelihoods :: HashMap Text Double
likelihoods =
[(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
[(Text
"monthday", -Double
2.120263536200091),
(Text
"mm/ddmm/dd/yyyy", -Double
2.5257286443082556),
(Text
"mm/ddhh:mm", -Double
2.120263536200091),
(Text
"dayday", -Double
2.120263536200091),
(Text
"mm/ddintersect", -Double
2.5257286443082556),
(Text
"dayminute", -Double
2.120263536200091),
(Text
"\1057\1077\1088\1087\1077\1085\1100<day-of-month> (non ordinal) <named-month>",
-Double
2.5257286443082556),
(Text
"\1051\1080\1087\1077\1085\1100<day-of-month> (non ordinal) <named-month>",
-Double
2.5257286443082556)],
n :: Int
n = Int
6}}),
(Text
"<time-of-day> - <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
0.3184537311185346,
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
"hh:mmtime-of-day (latent)", -Double
1.7047480922384253),
(Text
"minuteminute", -Double
1.2992829841302609),
(Text
"hh:mmhh:mm", -Double
1.2992829841302609),
(Text
"minutehour", -Double
1.7047480922384253)],
n :: Int
n = Int
8},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
1.2992829841302609,
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
"hh:mmtime-of-day (latent)", -Double
1.791759469228055),
(Text
"hourminute", -Double
1.3862943611198906),
(Text
"minutehour", -Double
1.791759469228055),
(Text
"time-of-day (latent)hh:mm", -Double
1.3862943611198906)],
n :: Int
n = Int
3}}),
(Text
"\1057\1077\1088\1087\1077\1085\1100",
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
"last n <cycle>",
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
3.7612001156935624,
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 (numeric)month (grain)", -Double
3.044522437723423),
(Text
"integer 2second (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
"nth <time> after <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
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
"dayday", -Double
0.916290731874155),
(Text
"ordinals (first..19th)\1042\1110\1074\1090\1086\1088\1086\1082intersect",
-Double
0.916290731874155)],
n :: Int
n = Int
1},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
0.6931471805599453, unseen :: Double
unseen = -Double
1.791759469228055,
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
"dayday", -Double
0.916290731874155),
(Text
"ordinals (first..19th)\1042\1110\1074\1090\1086\1088\1086\1082\1050\1072\1090\1086\1083\1080\1094\1100\1082\1077 \1056\1110\1079\1076\1074\1086",
-Double
0.916290731874155)],
n :: Int
n = Int
1}}),
(Text
"\1056\1110\1079\1076\1074\1086 \1061\1088\1080\1089\1090\1086\1074\1077",
Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
0.40546510810816444,
unseen :: Double
unseen = -Double
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
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
1}}),
(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
8.338160893905101e-2,
unseen :: Double
unseen = -Double
3.9889840465642745,
likelihoods :: 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)\1051\1080\1087\1077\1085\1100",
-Double
2.3608540011180215),
(Text
"integer (numeric)\1050\1074\1110\1090\1077\1085\1100",
-Double
3.2771447329921766),
(Text
"integer (numeric)\1041\1077\1088\1077\1079\1077\1085\1100",
-Double
2.3608540011180215),
(Text
"integer (numeric)\1051\1102\1090\1080\1081",
-Double
1.7730673362159024),
(Text
"integer (numeric)\1057\1077\1088\1087\1077\1085\1100",
-Double
2.3608540011180215),
(Text
"month", -Double
0.7922380832041762),
(Text
"integer (numeric)\1042\1077\1088\1077\1089\1077\1085\1100",
-Double
2.871679624884012)],
n :: Int
n = Int
23},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
2.5257286443082556,
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)\1051\1080\1087\1077\1085\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
2.3978952727983707,
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
"\1057\1077\1088\1077\1076\1072", -Double
1.6094379124341003),
(Text
"day", -Double
0.916290731874155),
(Text
"\1055\1086\1085\1077\1076\1110\1083\1086\1082",
-Double
1.6094379124341003),
(Text
"\1042\1110\1074\1090\1086\1088\1086\1082",
-Double
1.6094379124341003)],
n :: Int
n = Int
3},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
infinity, unseen :: Double
unseen = -Double
1.6094379124341003,
likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
0}}),
(Text
"quarter (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
1.791759469228055,
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
"last <cycle> of <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
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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-Double
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(Text
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(Text
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(Text
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-Double
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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
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
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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
"", 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
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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
0}}),
(Text
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Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
1.0986122886681098,
likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
n = Int
1},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
infinity, unseen :: Double
unseen = -Double
0.6931471805599453,
likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
0}}),
(Text
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Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, 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
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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
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unseen :: Double
unseen = -Double
2.995732273553991,
likelihoods :: HashMap Text Double
likelihoods =
[(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
[(Text
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(Text
"time-of-day (latent)", -Double
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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
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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
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(Text
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(Text
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-Double
1.8718021769015913),
(Text
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-Double
1.8718021769015913)],
n :: Int
n = Int
3}}),
(Text
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Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
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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
"", Double
0.0)], n :: Int
n = Int
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koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
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unseen :: Double
unseen = -Double
1.0986122886681098,
likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
n = Int
1}}),
(Text
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Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
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
"\1051\1080\1087\1077\1085\1100", -Double
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(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
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Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
1.0986122886681098,
likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
n = Int
1},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
infinity, unseen :: Double
unseen = -Double
0.6931471805599453,
likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
0}}),
(Text
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Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
1.0986122886681098,
likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
n = Int
1},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
infinity, unseen :: Double
unseen = -Double
0.6931471805599453,
likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
0}}),
(Text
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Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
1.0986122886681098,
likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [(Text
"", Double
0.0)], n :: Int
n = Int
1},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
infinity, unseen :: Double
unseen = -Double
0.6931471805599453,
likelihoods :: HashMap Text Double
likelihoods = [(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList [], n :: Int
n = Int
0}}),
(Text
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Classifier :: ClassData -> ClassData -> Classifier
Classifier{okData :: ClassData
okData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = Double
0.0, unseen :: Double
unseen = -Double
2.70805020110221,
likelihoods :: HashMap Text Double
likelihoods =
[(Text, Double)] -> HashMap Text Double
forall k v. (Eq k, Hashable k) => [(k, v)] -> HashMap k v
HashMap.fromList
[(Text
"\1074\1077\1089\1085\1072", -Double
1.9459101490553135),
(Text
"\1079\1080\1084\1072", -Double
1.9459101490553135),
(Text
"day", -Double
1.252762968495368), (Text
"hour", -Double
1.9459101490553135),
(Text
"week-end", -Double
1.9459101490553135),
(Text
"\1083\1110\1090\1086", -Double
1.9459101490553135)],
n :: Int
n = Int
4},
koData :: ClassData
koData =
ClassData :: Double -> Double -> HashMap Text Double -> Int -> ClassData
ClassData{prior :: Double
prior = -Double
infinity, unseen :: Double
unseen = -Double
1.9459101490553135,
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
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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
"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}})]