-- Copyright (c) 2016-present, Facebook, Inc. -- All rights reserved. -- -- This source code is licensed under the BSD-style license found in the -- LICENSE file in the root directory of this source tree. An additional grant -- of patent rights can be found in the PATENTS file in the same directory. ----------------------------------------------------------------- -- Auto-generated by regenClassifiers -- -- DO NOT EDIT UNLESS YOU ARE SURE THAT YOU KNOW WHAT YOU ARE DOING -- @generated ----------------------------------------------------------------- {-# LANGUAGE OverloadedStrings #-} module Duckling.Ranking.Classifiers.VI (classifiers) where import Prelude import Duckling.Ranking.Types import qualified Data.HashMap.Strict as HashMap import Data.String classifiers :: Classifiers classifiers = HashMap.fromList [("<time> timezone", Classifier{okData = ClassData{prior = 0.0, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("<time-of-day> am|pm", -0.6931471805599453), ("hour", -0.6931471805599453)], n = 1}, koData = ClassData{prior = -infinity, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [], n = 0}}), ("integer (numeric)", Classifier{okData = ClassData{prior = -0.4986303506721723, unseen = -4.61512051684126, likelihoods = HashMap.fromList [("", 0.0)], n = 99}, koData = ClassData{prior = -0.9348671174470905, unseen = -4.189654742026425, likelihoods = HashMap.fromList [("", 0.0)], n = 64}}), ("exactly <time-of-day>", Classifier{okData = ClassData{prior = 0.0, unseen = -2.3978952727983707, likelihoods = HashMap.fromList [("time-of-day gi\7901", -1.6094379124341003), ("<time-of-day> s\225ng|chi\7873u|t\7889i", -1.6094379124341003), ("time-of-day (latent)", -1.6094379124341003), ("hour", -0.916290731874155)], n = 3}, koData = ClassData{prior = -infinity, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [], n = 0}}), ("ng\224y h\244m qua", Classifier{okData = ClassData{prior = -0.5596157879354228, unseen = -1.791759469228055, likelihoods = HashMap.fromList [("", 0.0)], n = 4}, koData = ClassData{prior = -0.8472978603872037, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("", 0.0)], n = 3}}), ("lunch", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("ng\224y dd/mm", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("dd/mm", Classifier{okData = ClassData{prior = -0.6931471805599453, unseen = -1.9459101490553135, likelihoods = HashMap.fromList [("", 0.0)], n = 5}, koData = ClassData{prior = -0.6931471805599453, unseen = -1.9459101490553135, likelihoods = HashMap.fromList [("", 0.0)], n = 5}}), ("<part-of-day> <time>", Classifier{okData = ClassData{prior = -0.7884573603642702, unseen = -3.5553480614894135, likelihoods = HashMap.fromList [("hourday", -1.128465251817791), ("noonh\244m nay", -2.833213344056216), ("lunchng\224y mai", -2.4277482359480516), ("morningnamed-day", -2.833213344056216), ("noonng\224y h\244m qua", -2.4277482359480516), ("noonng\224y mai", -2.4277482359480516), ("afternoonng\224y dd/mm", -2.833213344056216), ("afternoonng\224y mai", -2.833213344056216)], n = 10}, koData = ClassData{prior = -0.6061358035703156, unseen = -3.6635616461296463, likelihoods = HashMap.fromList [("hourday", -1.072636802264849), ("afternoon<day-of-month> (numeric with day symbol) <named-month>", -2.538973871058276), ("afternoongi\225ng sinh", -1.845826690498331), ("afternoonng\224y dd/mm/yyyy", -2.9444389791664407), ("noongi\225ng sinh", -2.9444389791664407), ("afternoonng\224y dd/mm", -2.9444389791664407), ("lunchgi\225ng sinh", -2.9444389791664407), ("afternoonintersect", -2.9444389791664407)], n = 12}}), ("tonight", Classifier{okData = ClassData{prior = 0.0, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("", 0.0)], n = 3}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("integer (0..19)", Classifier{okData = ClassData{prior = -1.452252328911688, unseen = -2.5649493574615367, likelihoods = HashMap.fromList [("", 0.0)], n = 11}, koData = ClassData{prior = -0.2666286632539486, unseen = -3.6375861597263857, likelihoods = HashMap.fromList [("", 0.0)], n = 36}}), ("<day-of-week> t\7899i", Classifier{okData = ClassData{prior = 0.0, unseen = -2.3978952727983707, likelihoods = HashMap.fromList [("day", -0.6931471805599453), ("named-day", -0.6931471805599453)], n = 4}, koData = ClassData{prior = -infinity, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [], n = 0}}), ("month (grain)", Classifier{okData = ClassData{prior = -1.4271163556401458, unseen = -2.0794415416798357, likelihoods = HashMap.fromList [("", 0.0)], n = 6}, koData = ClassData{prior = -0.2744368457017603, unseen = -3.044522437723423, likelihoods = HashMap.fromList [("", 0.0)], n = 19}}), ("ng\224y h\244m kia", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("gi\225ng sinh", Classifier{okData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}, koData = ClassData{prior = 0.0, unseen = -3.4657359027997265, likelihoods = HashMap.fromList [("", 0.0)], n = 30}}), ("hour (grain)", Classifier{okData = ClassData{prior = -1.791759469228055, unseen = -1.791759469228055, likelihoods = HashMap.fromList [("", 0.0)], n = 4}, koData = ClassData{prior = -0.1823215567939546, unseen = -3.0910424533583156, likelihoods = HashMap.fromList [("", 0.0)], n = 20}}), ("intersect", Classifier{okData = ClassData{prior = -0.5070449009260846, unseen = -5.0106352940962555, likelihoods = HashMap.fromList [("<time-of-day> s\225ng|chi\7873u|t\7889ing\224y dd/mm", -3.6176519448255684), ("hourday", -3.6176519448255684), ("dayhour", -4.310799125385514), ("h\244m nay<time-of-day> s\225ng|chi\7873u|t\7889i", -4.310799125385514), ("monthyear", -3.3945083935113587), ("time-of-day gi\7901<part-of-day> <time>", -4.310799125385514), ("time-of-day gi\7901<time> n\224y", -4.310799125385514), ("month (numeric with month symbol)year (numeric with year symbol)", -3.6176519448255684), ("dayday", -2.6060510331470885), ("named-monthyear (numeric with year symbol)", -4.310799125385514), ("hourhour", -3.3945083935113587), ("named-day<day-of-month> (numeric with day symbol) <named-month>", -2.7013612129514133), ("intersectyear (numeric with year symbol)", -3.6176519448255684), ("dayyear", -2.4389969484839225), ("<ordinal> <cycle> of <time>year (numeric with year symbol)", -4.310799125385514), ("minutehour", -3.9053340172773496), ("<time-of-day> s\225ng|chi\7873u|t\7889iintersect", -3.9053340172773496), ("time-of-day gi\7901<part-of-day> (h\244m )?nay", -4.310799125385514), ("<day-of-month> (numeric with day symbol) <named-month>year (numeric with year symbol)", -3.2121868367174042), ("named-daynext <cycle>", -3.6176519448255684), ("named-dayintersect", -4.310799125385514), ("<time-of-day> s\225ng|chi\7873u|t\7889i<day-of-month> (numeric with day symbol) <named-month>", -3.3945083935113587), ("time-of-day gi\7901tonight", -4.310799125385514), ("minuteday", -2.8067217286092396), ("hh:mm<part-of-day> <time>", -4.310799125385514), ("<day-of-month> <named-month>year (numeric with year symbol)", -3.2121868367174042), ("at hh:mm<part-of-day> <time>", -4.310799125385514), ("dayweek", -3.0580361568901457), ("weekyear", -4.310799125385514), ("<time-of-day> s\225ng|chi\7873u|t\7889ing\224y dd/mm/yyyy", -4.310799125385514), ("<time-of-day> s\225ng|chi\7873u|t\7889ing\224y mai", -4.310799125385514), ("named-daythis <cycle>", -3.6176519448255684), ("seasonthis <cycle>", -4.310799125385514), ("minuteyear", -3.9053340172773496)], n = 53}, koData = ClassData{prior = -0.9219887529887928, unseen = -4.736198448394496, likelihoods = HashMap.fromList [("<time-of-day> s\225ng|chi\7873u|t\7889ing\224y dd/mm", -4.034240638152395), ("hourday", -2.2424811689243405), ("dayhour", -4.034240638152395), ("monthyear", -2.7814776696570274), ("noonh\244m nay", -4.034240638152395), ("houryear", -4.034240638152395), ("month (numeric with month symbol)year (numeric with year symbol)", -2.7814776696570274), ("dayday", -2.5301632413761213), ("dayyear", -4.034240638152395), ("h\244m naytime-of-day gi\7901", -4.034240638152395), ("minutehour", -3.628775530044231), ("<part-of-day> <time>year (numeric with year symbol)", -4.034240638152395), ("<time-of-day> s\225ng|chi\7873u|t\7889igi\225ng sinh", -2.424802725718295), ("noonng\224y h\244m qua", -3.628775530044231), ("noongi\225ng sinh", -4.034240638152395), ("minuteday", -2.9356283494842854), ("hh:mm<part-of-day> <time>", -4.034240638152395), ("noonng\224y mai", -3.628775530044231), ("<day-of-month> <named-month>year (numeric with year symbol)", -4.034240638152395), ("named-daygi\225ng sinh", -2.5301632413761213), ("at hh:mm<part-of-day> <time>", -4.034240638152395)], n = 35}}), ("time-of-day gi\7901", Classifier{okData = ClassData{prior = -6.453852113757118e-2, unseen = -4.174387269895637, likelihoods = HashMap.fromList [("exactly <time-of-day>", -3.4657359027997265), ("about <time-of-day>", -3.0602707946915624), ("time-of-day (latent)", -0.8266785731844679), ("hour", -0.7248958788745256)], n = 30}, koData = ClassData{prior = -2.772588722239781, unseen = -2.1972245773362196, likelihoods = HashMap.fromList [("time-of-day (latent)", -0.9808292530117262), ("hour", -0.9808292530117262)], n = 2}}), ("<ordinal> <cycle> of <time>", Classifier{okData = ClassData{prior = 0.0, unseen = -2.833213344056216, likelihoods = HashMap.fromList [("daymonth", -1.3862943611198906), ("day (grain)ordinalsnamed-month", -2.0794415416798357), ("day (grain)ordinalsmonth (numeric with month symbol)", -1.6739764335716716), ("week (grain)ordinalsintersect", -2.0794415416798357), ("weekmonth", -1.6739764335716716), ("week (grain)ordinalsmonth (numeric with month symbol)", -2.0794415416798357)], n = 5}, koData = ClassData{prior = -infinity, unseen = -1.9459101490553135, likelihoods = HashMap.fromList [], n = 0}}), ("season", Classifier{okData = ClassData{prior = 0.0, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("", 0.0)], n = 3}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("year (grain)", Classifier{okData = ClassData{prior = -0.5389965007326869, unseen = -2.772588722239781, likelihoods = HashMap.fromList [("", 0.0)], n = 14}, koData = ClassData{prior = -0.8754687373538999, unseen = -2.4849066497880004, likelihoods = HashMap.fromList [("", 0.0)], n = 10}}), ("quarter <number>", Classifier{okData = ClassData{prior = -0.40546510810816444, unseen = -2.4849066497880004, likelihoods = HashMap.fromList [("quarter (grain)integer (numeric)", -1.2992829841302609), ("quarter (grain)integer (0..19)", -1.2992829841302609), ("quarter", -0.7884573603642702)], n = 4}, koData = ClassData{prior = -1.0986122886681098, unseen = -2.0794415416798357, likelihoods = HashMap.fromList [("quarter (grain)integer (numeric)", -0.8472978603872037), ("quarter", -0.8472978603872037)], n = 2}}), ("next <cycle>", Classifier{okData = ClassData{prior = -0.6931471805599453, unseen = -3.7612001156935624, likelihoods = HashMap.fromList [("week", -1.9459101490553135), ("month (grain)", -3.044522437723423), ("year (grain)", -2.128231705849268), ("week (grain)", -1.9459101490553135), ("quarter", -2.3513752571634776), ("year", -2.128231705849268), ("month", -3.044522437723423), ("quarter (grain)", -2.3513752571634776)], n = 13}, koData = ClassData{prior = -0.6931471805599453, unseen = -3.7612001156935624, likelihoods = HashMap.fromList [("month (grain)", -2.639057329615259), ("hour (grain)", -2.639057329615259), ("year (grain)", -2.639057329615259), ("second", -2.3513752571634776), ("day", -2.639057329615259), ("minute (grain)", -2.639057329615259), ("year", -2.639057329615259), ("second (grain)", -2.3513752571634776), ("hour", -2.639057329615259), ("month", -2.639057329615259), ("minute", -2.639057329615259), ("day (grain)", -2.639057329615259)], n = 13}}), ("ng\224y mai", Classifier{okData = ClassData{prior = 0.0, unseen = -2.0794415416798357, likelihoods = HashMap.fromList [("", 0.0)], n = 6}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("quarter <number> <year>", Classifier{okData = ClassData{prior = -0.6931471805599453, unseen = -1.9459101490553135, likelihoods = HashMap.fromList [("quarteryear", -1.0986122886681098), ("quarter (grain)integer (numeric)year (numeric with year symbol)", -1.0986122886681098)], n = 1}, koData = ClassData{prior = -0.6931471805599453, unseen = -1.9459101490553135, likelihoods = HashMap.fromList [("quarterhour", -1.0986122886681098), ("quarter (grain)integer (numeric)time-of-day (latent)", -1.0986122886681098)], n = 1}}), ("dd/mm/yyyy", Classifier{okData = ClassData{prior = -0.15415067982725836, unseen = -2.0794415416798357, likelihoods = HashMap.fromList [("", 0.0)], n = 6}, koData = ClassData{prior = -1.9459101490553135, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}}), ("after lunch", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("hh:mm:ss", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("<time> tr\432\7899c", Classifier{okData = ClassData{prior = -1.9459101490553135, unseen = -2.3025850929940455, likelihoods = HashMap.fromList [("day", -1.5040773967762742), ("named-day", -1.5040773967762742)], n = 1}, koData = ClassData{prior = -0.15415067982725836, unseen = -2.995732273553991, likelihoods = HashMap.fromList [("gi\225ng sinh", -2.2512917986064953), ("<hour-of-day> <integer>", -2.2512917986064953), ("day", -2.2512917986064953), ("time-of-day (latent)", -1.3350010667323402), ("hour", -1.3350010667323402), ("minute", -2.2512917986064953)], n = 6}}), ("ng\224y dd/mm/yyyy", Classifier{okData = ClassData{prior = 0.0, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("<time> n\224y", Classifier{okData = ClassData{prior = -0.6061358035703156, unseen = -2.995732273553991, likelihoods = HashMap.fromList [("season", -1.845826690498331), ("<time-of-day> s\225ng|chi\7873u|t\7889i", -2.2512917986064953), ("day", -1.845826690498331), ("noon", -1.845826690498331), ("hour", -1.3350010667323402), ("morning", -2.2512917986064953)], n = 6}, koData = ClassData{prior = -0.7884573603642702, unseen = -2.890371757896165, likelihoods = HashMap.fromList [("time-of-day (latent)", -1.4469189829363254), ("noon", -1.7346010553881064), ("hour", -1.041453874828161)], n = 5}}), ("b\226y gi\7901", Classifier{okData = ClassData{prior = 0.0, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("", 0.0)], n = 3}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("<hour-of-day> <integer>", Classifier{okData = ClassData{prior = -1.4469189829363254, unseen = -2.4849066497880004, likelihoods = HashMap.fromList [("hour", -0.7884573603642702), ("time-of-day gi\7901integer (numeric)", -0.7884573603642702)], n = 4}, koData = ClassData{prior = -0.2682639865946794, unseen = -3.4011973816621555, likelihoods = HashMap.fromList [("time-of-day (latent)integer (0..19)", -0.7282385003712154), ("hour", -0.7282385003712154)], n = 13}}), ("<time> t\7899i", Classifier{okData = ClassData{prior = -0.4700036292457356, unseen = -2.995732273553991, likelihoods = HashMap.fromList [("month (numeric with month symbol)", -2.2512917986064953), ("day", -1.3350010667323402), ("named-day", -1.3350010667323402), ("month", -2.2512917986064953)], n = 5}, koData = ClassData{prior = -0.9808292530117262, unseen = -2.772588722239781, likelihoods = HashMap.fromList [("gi\225ng sinh", -2.0149030205422647), ("time-of-day gi\7901", -2.0149030205422647), ("<hour-of-day> <integer>", -2.0149030205422647), ("day", -2.0149030205422647), ("hour", -2.0149030205422647), ("minute", -2.0149030205422647)], n = 3}}), ("<time-of-day> s\225ng|chi\7873u|t\7889i", Classifier{okData = ClassData{prior = -5.129329438755058e-2, unseen = -4.465908118654584, likelihoods = HashMap.fromList [("exactly <time-of-day>", -3.7612001156935624), ("time-of-day gi\7901", -1.318853080324358), ("<hour-of-day> <integer>", -3.355735007585398), ("about <time-of-day>", -3.355735007585398), ("at hh:mm", -3.068052935133617), ("(hour-of-day) half", -3.355735007585398), ("hh:mm", -2.5084371471981943), ("hour", -1.1962507582320256), ("minute", -1.8152899666382492)], n = 38}, koData = ClassData{prior = -2.995732273553991, unseen = -2.70805020110221, likelihoods = HashMap.fromList [("time-of-day (latent)", -1.540445040947149), ("hour", -1.540445040947149)], n = 2}}), ("named-month", Classifier{okData = ClassData{prior = 0.0, unseen = -2.0794415416798357, likelihoods = HashMap.fromList [("", 0.0)], n = 6}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("month (numeric with month symbol)", Classifier{okData = ClassData{prior = 0.0, unseen = -3.4339872044851463, likelihoods = HashMap.fromList [("integer (numeric)", -0.2231435513142097), ("integer (0..19)", -1.6094379124341003)], n = 28}, koData = ClassData{prior = -infinity, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [], n = 0}}), ("week (grain)", Classifier{okData = ClassData{prior = 0.0, unseen = -2.70805020110221, likelihoods = HashMap.fromList [("", 0.0)], n = 13}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("year (numeric with year symbol)", Classifier{okData = ClassData{prior = 0.0, unseen = -2.5649493574615367, likelihoods = HashMap.fromList [("integer (numeric)", 0.0)], n = 11}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("quarter <number> of <year>", Classifier{okData = ClassData{prior = -0.6931471805599453, unseen = -1.9459101490553135, likelihoods = HashMap.fromList [("quarteryear", -1.0986122886681098), ("quarter (grain)integer (numeric)year (numeric with year symbol)", -1.0986122886681098)], n = 1}, koData = ClassData{prior = -0.6931471805599453, unseen = -1.9459101490553135, likelihoods = HashMap.fromList [("quarterhour", -1.0986122886681098), ("quarter (grain)integer (numeric)time-of-day (latent)", -1.0986122886681098)], n = 1}}), ("afternoon", Classifier{okData = ClassData{prior = -0.916290731874155, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -0.5108256237659907, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("", 0.0)], n = 3}}), ("this <cycle>", Classifier{okData = ClassData{prior = 0.0, unseen = -3.6109179126442243, likelihoods = HashMap.fromList [("week", -1.6376087894007967), ("year (grain)", -2.1972245773362196), ("week (grain)", -1.6376087894007967), ("day", -2.890371757896165), ("quarter", -1.9740810260220096), ("year", -2.1972245773362196), ("quarter (grain)", -1.9740810260220096), ("day (grain)", -2.890371757896165)], n = 14}, koData = ClassData{prior = -infinity, unseen = -2.1972245773362196, likelihoods = HashMap.fromList [], n = 0}}), ("minute (grain)", Classifier{okData = ClassData{prior = -0.2876820724517809, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("", 0.0)], n = 3}, koData = ClassData{prior = -1.3862943611198906, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}}), ("about <time-of-day>", Classifier{okData = ClassData{prior = 0.0, unseen = -2.833213344056216, likelihoods = HashMap.fromList [("time-of-day gi\7901", -1.6739764335716716), ("<time-of-day> s\225ng|chi\7873u|t\7889i", -1.6739764335716716), ("time-of-day (latent)", -1.6739764335716716), ("hour", -0.8266785731844679)], n = 6}, koData = ClassData{prior = -infinity, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [], n = 0}}), ("time-of-day (latent)", Classifier{okData = ClassData{prior = -0.6567795363890705, unseen = -3.4339872044851463, likelihoods = HashMap.fromList [("integer (numeric)", -0.10536051565782628), ("integer (0..19)", -2.3025850929940455)], n = 28}, koData = ClassData{prior = -0.7308875085427924, unseen = -3.367295829986474, likelihoods = HashMap.fromList [("integer (numeric)", -0.4989911661189879), ("integer (0..19)", -0.9343092373768334)], n = 26}}), ("at hh:mm", Classifier{okData = ClassData{prior = 0.0, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("", 0.0)], n = 3}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("(hour-of-day) half", Classifier{okData = ClassData{prior = 0.0, unseen = -2.1972245773362196, likelihoods = HashMap.fromList [("time-of-day gi\7901", -0.6931471805599453), ("hour", -0.6931471805599453)], n = 3}, koData = ClassData{prior = -infinity, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [], n = 0}}), ("<integer> <unit-of-duration>", Classifier{okData = ClassData{prior = -infinity, unseen = -2.995732273553991, likelihoods = HashMap.fromList [], n = 0}, koData = ClassData{prior = 0.0, unseen = -5.225746673713201, likelihoods = HashMap.fromList [("week", -3.42859635585027), ("integer (0..19)year (grain)", -4.527208644518379), ("integer (numeric)day (grain)", -3.0231312477421053), ("integer (0..19)hour (grain)", -3.834061463958434), ("second", -3.6109179126442243), ("integer (numeric)second (grain)", -3.6109179126442243), ("integer (numeric)year (grain)", -2.655406467616788), ("day", -2.822460552279954), ("year", -2.581298495463066), ("integer (numeric)week (grain)", -4.121743536410215), ("integer (0..19)month (grain)", -4.527208644518379), ("hour", -2.001480000210124), ("month", -2.042301994730379), ("integer (numeric)minute (grain)", -3.6109179126442243), ("integer (numeric)month (grain)", -2.084861609149175), ("minute", -3.6109179126442243), ("integer (numeric)hour (grain)", -2.129313371720009), ("integer (0..19)day (grain)", -4.121743536410215), ("integer (0..19)week (grain)", -3.834061463958434)], n = 83}}), ("<time-of-day> am|pm", Classifier{okData = ClassData{prior = 0.0, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("time-of-day (latent)", -0.6931471805599453), ("hour", -0.6931471805599453)], n = 1}, koData = ClassData{prior = -infinity, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [], n = 0}}), ("h\244m nay", Classifier{okData = ClassData{prior = 0.0, unseen = -1.9459101490553135, likelihoods = HashMap.fromList [("", 0.0)], n = 5}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("hh:mm", Classifier{okData = ClassData{prior = -8.701137698962981e-2, unseen = -2.5649493574615367, likelihoods = HashMap.fromList [("", 0.0)], n = 11}, koData = ClassData{prior = -2.4849066497880004, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [("", 0.0)], n = 1}}), ("named-day", Classifier{okData = ClassData{prior = 0.0, unseen = -3.4339872044851463, likelihoods = HashMap.fromList [("", 0.0)], n = 29}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("second (grain)", Classifier{okData = ClassData{prior = 0.0, unseen = -1.791759469228055, likelihoods = HashMap.fromList [("", 0.0)], n = 4}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("intersect by \"of\", \"from\", \"'s\"", Classifier{okData = ClassData{prior = 0.0, unseen = -2.3025850929940455, likelihoods = HashMap.fromList [("named-daynext <cycle>", -1.5040773967762742), ("dayweek", -0.8109302162163288), ("named-daythis <cycle>", -1.0986122886681098)], n = 3}, koData = ClassData{prior = -infinity, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [], n = 0}}), ("<hour-of-day> <integer> ph\250t", Classifier{okData = ClassData{prior = 0.0, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("hour", -0.6931471805599453), ("time-of-day gi\7901integer (numeric)", -0.6931471805599453)], n = 1}, koData = ClassData{prior = -infinity, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [], n = 0}}), ("noon", Classifier{okData = ClassData{prior = -0.7621400520468967, unseen = -2.1972245773362196, likelihoods = HashMap.fromList [("", 0.0)], n = 7}, koData = ClassData{prior = -0.6286086594223742, unseen = -2.3025850929940455, likelihoods = HashMap.fromList [("", 0.0)], n = 8}}), ("ordinals", Classifier{okData = ClassData{prior = 0.0, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("", 0.0)], n = 3}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("(hour-of-day) quarter", Classifier{okData = ClassData{prior = 0.0, unseen = -1.6094379124341003, likelihoods = HashMap.fromList [("hour", -0.6931471805599453), ("time-of-day gi\7901integer (numeric)", -0.6931471805599453)], n = 1}, koData = ClassData{prior = -infinity, unseen = -1.0986122886681098, likelihoods = HashMap.fromList [], n = 0}}), ("last <cycle>", Classifier{okData = ClassData{prior = -0.7731898882334817, unseen = -3.295836866004329, likelihoods = HashMap.fromList [("week", -2.5649493574615367), ("month (grain)", -2.5649493574615367), ("year (grain)", -1.6486586255873816), ("week (grain)", -2.5649493574615367), ("year", -1.6486586255873816), ("month", -2.5649493574615367)], n = 6}, koData = ClassData{prior = -0.6190392084062235, unseen = -3.367295829986474, likelihoods = HashMap.fromList [("month (grain)", -2.2335922215070942), ("hour (grain)", -2.639057329615259), ("year (grain)", -2.639057329615259), ("second", -2.639057329615259), ("day", -2.639057329615259), ("minute (grain)", -2.639057329615259), ("year", -2.639057329615259), ("second (grain)", -2.639057329615259), ("hour", -2.639057329615259), ("month", -2.2335922215070942), ("minute", -2.639057329615259), ("day (grain)", -2.639057329615259)], n = 7}}), ("next n <cycle>", Classifier{okData = ClassData{prior = -0.1431008436406733, unseen = -3.7612001156935624, likelihoods = HashMap.fromList [("integer (numeric)day (grain)", -2.639057329615259), ("second", -2.3513752571634776), ("integer (numeric)second (grain)", -2.3513752571634776), ("integer (numeric)year (grain)", -2.639057329615259), ("day", -2.639057329615259), ("year", -2.639057329615259), ("integer (0..19)month (grain)", -3.044522437723423), ("hour", -2.639057329615259), ("month", -2.639057329615259), ("integer (numeric)minute (grain)", -2.639057329615259), ("integer (numeric)month (grain)", -3.044522437723423), ("minute", -2.639057329615259), ("integer (numeric)hour (grain)", -2.639057329615259)], n = 13}, koData = ClassData{prior = -2.0149030205422647, unseen = -3.044522437723423, likelihoods = HashMap.fromList [("week", -1.8971199848858813), ("integer (numeric)week (grain)", -2.3025850929940455), ("integer (0..19)week (grain)", -2.3025850929940455)], n = 2}}), ("<day-of-month> <named-month>", Classifier{okData = ClassData{prior = -0.10008345855698253, unseen = -3.7376696182833684, likelihoods = HashMap.fromList [("integer (numeric)month (numeric with month symbol)", -0.8232003088081431), ("integer (numeric)named-month", -2.6149597780361984), ("month", -0.7178397931503169)], n = 19}, koData = ClassData{prior = -2.3513752571634776, unseen = -2.0794415416798357, likelihoods = HashMap.fromList [("integer (numeric)month (numeric with month symbol)", -0.8472978603872037), ("month", -0.8472978603872037)], n = 2}}), ("last n <cycle>", Classifier{okData = ClassData{prior = 0.0, unseen = -3.4657359027997265, likelihoods = HashMap.fromList [("integer (numeric)day (grain)", -2.3353749158170367), ("integer (0..19)hour (grain)", -2.740840023925201), ("second", -2.740840023925201), ("integer (numeric)second (grain)", -2.740840023925201), ("integer (numeric)year (grain)", -2.740840023925201), ("day", -2.3353749158170367), ("year", -2.740840023925201), ("hour", -2.3353749158170367), ("month", -2.3353749158170367), ("integer (numeric)minute (grain)", -2.740840023925201), ("integer (numeric)month (grain)", -2.3353749158170367), ("minute", -2.740840023925201), ("integer (numeric)hour (grain)", -2.740840023925201)], n = 9}, koData = ClassData{prior = -infinity, unseen = -2.639057329615259, likelihoods = HashMap.fromList [], n = 0}}), ("quarter (grain)", Classifier{okData = ClassData{prior = 0.0, unseen = -2.70805020110221, likelihoods = HashMap.fromList [("", 0.0)], n = 13}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("morning", Classifier{okData = ClassData{prior = 0.0, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [("", 0.0)], n = 2}, koData = ClassData{prior = -infinity, unseen = -0.6931471805599453, likelihoods = HashMap.fromList [], n = 0}}), ("day (grain)", Classifier{okData = ClassData{prior = -0.6190392084062235, unseen = -2.1972245773362196, likelihoods = HashMap.fromList [("", 0.0)], n = 7}, koData = ClassData{prior = -0.7731898882334817, unseen = -2.0794415416798357, likelihoods = HashMap.fromList [("", 0.0)], n = 6}}), ("<part-of-day> (h\244m )?nay", Classifier{okData = ClassData{prior = 0.0, unseen = -2.4849066497880004, likelihoods = HashMap.fromList [("noon", -1.0116009116784799), ("hour", -0.7884573603642702), ("morning", -1.7047480922384253)], n = 4}, koData = ClassData{prior = -infinity, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [], n = 0}}), ("<day-of-month> (numeric with day symbol) <named-month>", Classifier{okData = ClassData{prior = 0.0, unseen = -3.784189633918261, likelihoods = HashMap.fromList [("integer (numeric)month (numeric with month symbol)", -0.8167611365271219), ("integer (numeric)named-month", -2.662587827025453), ("month", -0.7166776779701395)], n = 20}, koData = ClassData{prior = -infinity, unseen = -1.3862943611198906, likelihoods = HashMap.fromList [], n = 0}})]