Add Karva Chauth to duckling

Summary: Need to manually specify the dates due to differences in the Hindu and Gregorian calendars

Reviewed By: haoxuany

Differential Revision: D16151703

fbshipit-source-id: dfa8136fa133df5b31402fe4ab3825e97ad604aa
This commit is contained in:
Michael Guarino 2019-07-10 12:55:57 -07:00 committed by Facebook Github Bot
parent e38a852138
commit ef0919055f
17 changed files with 4703 additions and 4592 deletions

View File

@ -83,10 +83,10 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.592360869030033, unseen = -6.025865973825314,
likelihoods = HashMap.fromList [("", 0.0)], n = 412},
ClassData{prior = -0.5901992113075029, unseen = -6.030685260261263,
likelihoods = HashMap.fromList [("", 0.0)], n = 414},
koData =
ClassData{prior = -0.8052417283991157, unseen = -5.814130531825066,
ClassData{prior = -0.8079226951523735, unseen = -5.814130531825066,
likelihoods = HashMap.fromList [("", 0.0)], n = 333}}),
("<year> (bc|ad)",
Classifier{okData =
@ -135,6 +135,13 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Karva Chauth",
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}}),
("<cycle> after|before <time>",
Classifier{okData =
ClassData{prior = -0.6931471805599453, unseen = -2.833213344056216,
@ -545,18 +552,18 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("in|during <named-month>|year",
Classifier{okData =
ClassData{prior = -0.24512245803298496,
unseen = -3.7612001156935624,
ClassData{prior = -0.2336148511815052,
unseen = -3.8066624897703196,
likelihoods =
HashMap.fromList
[("<year> (bc|ad)", -1.9459101490553135),
("October", -3.044522437723423),
("year (latent)", -1.3397743454849977),
("year", -0.9650808960435872), ("March", -2.639057329615259),
("month", -2.3513752571634776)],
n = 18},
[("<year> (bc|ad)", -1.9924301646902063),
("October", -3.0910424533583156),
("year (latent)", -1.2992829841302609),
("year", -0.9509762898620451), ("March", -2.6855773452501515),
("month", -2.3978952727983707)],
n = 19},
koData =
ClassData{prior = -1.5260563034950494, unseen = -2.833213344056216,
ClassData{prior = -1.5686159179138452, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("October", -1.6739764335716716),
@ -844,422 +851,418 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.4793561134569561, unseen = -7.046647277848756,
ClassData{prior = -0.4776275543563949, unseen = -7.051855622955894,
likelihoods =
HashMap.fromList
[("Navaratriyear (latent)", -6.352629396319567),
[("Navaratriyear (latent)", -6.3578422665081),
("Karva Chauthyear (latent)", -6.3578422665081),
("<day-of-month> (ordinal)in|during the <part-of-day>",
-6.352629396319567),
("Ramadanyear (latent)", -5.436338664445412),
-6.3578422665081),
("Ramadanyear (latent)", -5.441551534633945),
("<datetime> - <datetime> (interval)on <day>",
-4.966335035199676),
("Bhai Doojyear (latent)", -6.352629396319567),
("hourday", -4.337726375777302),
("dayhour", -3.408190417153126),
-4.971547905388209),
("Bhai Doojyear (latent)", -6.3578422665081),
("hourday", -4.342939245965835),
("dayhour", -3.413403287341659),
("<time-of-day> - <time-of-day> (interval)on <day>",
-4.966335035199676),
("Martin Luther King's Dayyear (latent)", -5.947164288211402),
("Shemini Atzeretyear (latent)", -6.352629396319567),
("daymonth", -4.337726375777302),
("monthday", -5.947164288211402),
("monthyear", -4.560869927091511),
("Yom Ha'atzmautyear (latent)", -6.352629396319567),
("Vijayadashamiyear (latent)", -6.352629396319567),
("Thai Pongalyear (latent)", -5.659482215759621),
("Thiru Onamyear (latent)", -5.659482215759621),
("hhhmmabsorption of , after named day", -6.352629396319567),
("Tuesdaythe <day-of-month> (ordinal)", -6.352629396319567),
-4.971547905388209),
("Martin Luther King's Dayyear (latent)", -5.952377158399935),
("Shemini Atzeretyear (latent)", -6.3578422665081),
("daymonth", -4.342939245965835),
("monthday", -5.952377158399935),
("monthyear", -4.566082797280044),
("Yom Ha'atzmautyear (latent)", -6.3578422665081),
("Vijayadashamiyear (latent)", -6.3578422665081),
("Thai Pongalyear (latent)", -5.664695085948154),
("Thiru Onamyear (latent)", -5.664695085948154),
("hhhmmabsorption of , after named day", -6.3578422665081),
("Tuesdaythe <day-of-month> (ordinal)", -6.3578422665081),
("from <datetime> - <datetime> (interval)July",
-5.436338664445412),
("<day-of-month> (ordinal)Wednesday", -6.352629396319567),
("Krishna Janmashtamiyear (latent)", -5.947164288211402),
("Guru Gobind Singh Jayantiyear (latent)", -6.352629396319567),
("houryear", -5.436338664445412),
-5.441551534633945),
("<day-of-month> (ordinal)Wednesday", -6.3578422665081),
("Krishna Janmashtamiyear (latent)", -5.952377158399935),
("Guru Gobind Singh Jayantiyear (latent)", -6.3578422665081),
("houryear", -5.441551534633945),
("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-6.352629396319567),
("Christmas<time-of-day> am|pm", -6.352629396319567),
("last <day-of-week> of <time>year (latent)",
-6.352629396319567),
-6.3578422665081),
("Christmas<time-of-day> am|pm", -6.3578422665081),
("last <day-of-week> of <time>year (latent)", -6.3578422665081),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.659482215759621),
("intersectin|during <named-month>|year", -6.352629396319567),
("<time-of-day> am|pmintersect", -5.099866427824199),
("Earth Houryear (latent)", -6.352629396319567),
("Octoberyear (latent)", -4.848551999543292),
("intersect<time-of-day> am|pm", -6.352629396319567),
("Mattu Pongalyear (latent)", -6.352629396319567),
("Shavuotyear (latent)", -6.352629396319567),
("Parsi New Yearyear (latent)", -5.436338664445412),
-5.664695085948154),
("intersectin|during <named-month>|year", -6.3578422665081),
("<time-of-day> am|pmintersect", -5.105079298012732),
("Earth Houryear (latent)", -6.3578422665081),
("Octoberyear (latent)", -4.853764869731825),
("intersect<time-of-day> am|pm", -6.3578422665081),
("Mattu Pongalyear (latent)", -6.3578422665081),
("Shavuotyear (latent)", -6.3578422665081),
("Parsi New Yearyear (latent)", -5.441551534633945),
("at <time-of-day>in|within|after <duration>",
-6.352629396319567),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.352629396319567),
("todayin|within|after <duration>", -6.352629396319567),
-6.3578422665081),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.3578422665081),
("todayin|within|after <duration>", -6.3578422665081),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.947164288211402),
("Marchyear (latent)", -6.352629396319567),
-5.952377158399935),
("Marchyear (latent)", -6.3578422665081),
("intersect by \",\", \"of\", \"from\", \"'s\"hhhmm",
-5.947164288211402),
("Sukkotyear (latent)", -5.947164288211402),
("hhhmmintersect", -5.947164288211402),
-5.952377158399935),
("Sukkotyear (latent)", -5.952377158399935),
("hhhmmintersect", -5.952377158399935),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-5.947164288211402),
("Clean Mondayyear (latent)", -5.947164288211402),
("monthhour", -5.947164288211402),
-5.952377158399935),
("Clean Mondayyear (latent)", -5.952377158399935),
("monthhour", -5.952377158399935),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.659482215759621),
("todayat <time-of-day>", -6.352629396319567),
("Thursday<time> timezone", -3.954734123521196),
("time-of-day (latent)tonight", -5.947164288211402),
("from|since|after <time>December", -6.352629396319567),
("<time-of-day> am|pmon <day>", -4.337726375777302),
("this <time>hh(:mm) - <time-of-day> am|pm",
-6.352629396319567),
("yyyy-mm-ddhh:mm:ss", -5.947164288211402),
("dayday", -3.6445791952173563),
("<time> <part-of-day>at <time-of-day>", -6.352629396319567),
("tonightat <time-of-day>", -6.352629396319567),
-5.664695085948154),
("todayat <time-of-day>", -6.3578422665081),
("Thursday<time> timezone", -3.959946993709729),
("time-of-day (latent)tonight", -5.952377158399935),
("from|since|after <time>December", -6.3578422665081),
("<time-of-day> am|pmon <day>", -4.342939245965835),
("this <time>hh(:mm) - <time-of-day> am|pm", -6.3578422665081),
("yyyy-mm-ddhh:mm:ss", -5.952377158399935),
("dayday", -3.6497920654058897),
("<time> <part-of-day>at <time-of-day>", -6.3578422665081),
("tonightat <time-of-day>", -6.3578422665081),
("<time-of-day> am|pmabsorption of , after named day",
-5.659482215759621),
("Dayananda Saraswati Jayantiyear (latent)",
-6.352629396319567),
("today<time-of-day> am|pm", -6.352629396319567),
("Februarythe <day-of-month> (ordinal)", -5.947164288211402),
("at <time-of-day><time> <part-of-day>", -6.352629396319567),
("<day-of-month> (ordinal)intersect", -5.947164288211402),
("hourhour", -4.273187854639731),
("Navaratriin|during <named-month>|year", -6.352629396319567),
("Wednesdaythis|last|next <cycle>", -6.352629396319567),
("Lentyear (latent)", -6.352629396319567),
-5.664695085948154),
("Dayananda Saraswati Jayantiyear (latent)", -6.3578422665081),
("today<time-of-day> am|pm", -6.3578422665081),
("Februarythe <day-of-month> (ordinal)", -5.952377158399935),
("at <time-of-day><time> <part-of-day>", -6.3578422665081),
("<day-of-month> (ordinal)intersect", -5.952377158399935),
("hourhour", -4.278400724828264),
("Navaratriin|during <named-month>|year", -6.3578422665081),
("Wednesdaythis|last|next <cycle>", -6.3578422665081),
("Lentyear (latent)", -6.3578422665081),
("intersect<named-month> <day-of-month> (non ordinal)",
-4.480827219417975),
("Boghiyear (latent)", -6.352629396319567),
("dayyear", -1.970602761645685),
("Thursdayfrom|since|after <time>", -5.947164288211402),
-4.486040089606508),
("Boghiyear (latent)", -6.3578422665081),
("dayyear", -1.9633931118356607),
("Karva Chauthin|during <named-month>|year", -6.3578422665081),
("Thursdayfrom|since|after <time>", -5.952377158399935),
("<time-of-day> o'clockin|during the <part-of-day>",
-6.352629396319567),
("Thursdayat <time-of-day>", -5.659482215759621),
("Islamic New Yearyear (latent)", -5.947164288211402),
("Laylat al-Qadryear (latent)", -5.436338664445412),
("Shrove Tuesdayyear (latent)", -6.352629396319567),
-6.3578422665081),
("Thursdayat <time-of-day>", -5.664695085948154),
("Islamic New Yearyear (latent)", -5.952377158399935),
("Laylat al-Qadryear (latent)", -5.441551534633945),
("Shrove Tuesdayyear (latent)", -6.3578422665081),
("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-5.659482215759621),
("<time-of-day> am|pmtomorrow", -5.659482215759621),
("Yom Kippuryear (latent)", -6.352629396319567),
("<day-of-month> (ordinal)Tuesday", -5.947164288211402),
("<part-of-day> of <time>year (latent)", -6.352629396319567),
("minutehour", -5.099866427824199),
("Kaanum Pongalyear (latent)", -5.947164288211402),
("Maha Saptamiyear (latent)", -6.352629396319567),
-5.664695085948154),
("<time-of-day> am|pmtomorrow", -5.664695085948154),
("Yom Kippuryear (latent)", -6.3578422665081),
("<day-of-month> (ordinal)Tuesday", -5.952377158399935),
("<part-of-day> of <time>year (latent)", -6.3578422665081),
("minutehour", -5.105079298012732),
("Kaanum Pongalyear (latent)", -5.952377158399935),
("Maha Saptamiyear (latent)", -6.3578422665081),
("at <time-of-day>in|during the <part-of-day>",
-5.947164288211402),
("time-of-day (latent)tomorrow", -5.436338664445412),
("part of daysat <time-of-day>", -5.947164288211402),
-5.952377158399935),
("time-of-day (latent)tomorrow", -5.441551534633945),
("part of daysat <time-of-day>", -5.952377158399935),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-4.337726375777302),
("for <duration> from <time>December", -6.352629396319567),
("tomorrow<time-of-day> sharp|exactly", -6.352629396319567),
-4.342939245965835),
("for <duration> from <time>December", -6.3578422665081),
("tomorrow<time-of-day> sharp|exactly", -6.3578422665081),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.099866427824199),
-5.105079298012732),
("intersect by \",\", \"of\", \"from\" for yearhhhmm",
-5.099866427824199),
("time-of-day (latent)this <part-of-day>", -6.352629396319567),
("Pentecostyear (latent)", -6.352629396319567),
-5.105079298012732),
("time-of-day (latent)this <part-of-day>", -6.3578422665081),
("Pentecostyear (latent)", -6.3578422665081),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.099866427824199),
("<day-of-month> (ordinal)February", -6.352629396319567),
("Eid al-Fitryear (latent)", -5.436338664445412),
-5.105079298012732),
("<day-of-month> (ordinal)February", -6.3578422665081),
("Eid al-Fitryear (latent)", -5.441551534633945),
("Vasant Panchamiin|during <named-month>|year",
-6.352629396319567),
("Mondayin|during the <part-of-day>", -6.352629396319567),
("Chhathin|during <named-month>|year", -6.352629396319567),
("Diwaliin|during <named-month>|year", -6.352629396319567),
("Vaisakhiin|during <named-month>|year", -6.352629396319567),
("Guru Ravidass Jayantiyear (latent)", -5.099866427824199),
("Raksha Bandhanyear (latent)", -6.352629396319567),
("daysecond", -5.947164288211402),
-6.3578422665081),
("Mondayin|during the <part-of-day>", -6.3578422665081),
("Chhathin|during <named-month>|year", -6.3578422665081),
("Diwaliin|during <named-month>|year", -6.3578422665081),
("Vaisakhiin|during <named-month>|year", -6.3578422665081),
("Guru Ravidass Jayantiyear (latent)", -5.105079298012732),
("Raksha Bandhanyear (latent)", -6.3578422665081),
("daysecond", -5.952377158399935),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-5.947164288211402),
("Ashurayear (latent)", -6.352629396319567),
("Tuesdayin|during <named-month>|year", -6.352629396319567),
("Chinese New Yearyear (latent)", -6.352629396319567),
("tomorrowintersect", -6.352629396319567),
("Lag BaOmeryear (latent)", -6.352629396319567),
-5.952377158399935),
("Ashurayear (latent)", -6.3578422665081),
("Tuesdayin|during <named-month>|year", -6.3578422665081),
("Chinese New Yearyear (latent)", -6.3578422665081),
("tomorrowintersect", -6.3578422665081),
("Lag BaOmeryear (latent)", -6.3578422665081),
("last weekend of <named-month>year (latent)",
-6.352629396319567),
("Eid al-Adhayear (latent)", -4.212563232823296),
("intersectin|during the <part-of-day>", -6.352629396319567),
("Palm Sundayyear (latent)", -6.352629396319567),
("Christmasat <time-of-day>", -6.352629396319567),
("Passoveryear (latent)", -6.352629396319567),
("Lazarus Saturdayyear (latent)", -6.352629396319567),
-6.3578422665081),
("Eid al-Adhayear (latent)", -4.217776103011829),
("intersectin|during the <part-of-day>", -6.3578422665081),
("Palm Sundayyear (latent)", -6.3578422665081),
("Christmasat <time-of-day>", -6.3578422665081),
("Passoveryear (latent)", -6.3578422665081),
("Lazarus Saturdayyear (latent)", -6.3578422665081),
("<day-of-month> (ordinal or number) <named-month>year (latent)",
-6.352629396319567),
("hhhmmon <day>", -5.436338664445412),
("Yom HaShoahyear (latent)", -5.947164288211402),
-6.3578422665081),
("hhhmmon <day>", -5.441551534633945),
("Yom HaShoahyear (latent)", -5.952377158399935),
("Thursday<datetime> - <datetime> (interval)",
-5.947164288211402),
-5.952377158399935),
("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
-6.352629396319567),
("Septemberyear (latent)", -5.947164288211402),
-6.3578422665081),
("Septemberyear (latent)", -5.952377158399935),
("Thursday<time-of-day> - <time-of-day> (interval)",
-4.848551999543292),
("Halloweenyear (latent)", -6.352629396319567),
-4.853764869731825),
("Halloweenyear (latent)", -6.3578422665081),
("<ordinal> last <cycle> of <time>year (latent)",
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-5.952377158399935),
("from <time-of-day> - <time-of-day> (interval)on <day>",
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("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
-6.352629396319567),
("at <time-of-day>intersect", -5.436338664445412),
("Rosh Hashanahyear (latent)", -5.659482215759621),
("Dhanterasyear (latent)", -6.352629396319567),
("Tu BiShvatyear (latent)", -6.352629396319567),
("<day-of-month> (ordinal)December", -5.659482215759621),
("Holiyear (latent)", -5.659482215759621),
-6.3578422665081),
("at <time-of-day>intersect", -5.441551534633945),
("Rosh Hashanahyear (latent)", -5.664695085948154),
("Dhanterasyear (latent)", -6.3578422665081),
("Tu BiShvatyear (latent)", -6.3578422665081),
("<day-of-month> (ordinal)December", -5.664695085948154),
("Holiyear (latent)", -5.664695085948154),
("<time-of-day> - <time-of-day> (interval)tomorrow",
-6.352629396319567),
("Holika Dahanyear (latent)", -5.659482215759621),
-6.3578422665081),
("Holika Dahanyear (latent)", -5.664695085948154),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.947164288211402),
("dayminute", -3.0384433916470406),
("Mawlidyear (latent)", -6.352629396319567),
-5.952377158399935),
("dayminute", -3.043656261835574),
("Mawlidyear (latent)", -6.3578422665081),
("from <datetime> - <datetime> (interval)on <day>",
-5.947164288211402),
-5.952377158399935),
("<datetime> - <datetime> (interval)tomorrow",
-6.352629396319567),
("Jumu'atul-Widayear (latent)", -5.436338664445412),
("minuteday", -2.6149597780361984),
-6.3578422665081),
("Jumu'atul-Widayear (latent)", -5.441551534633945),
("minuteday", -2.6201726482247314),
("absorption of , after named dayintersect",
-5.659482215759621),
("intersectyear (latent)", -6.352629396319567),
("Orthodox Easter Sundayyear (latent)", -6.352629396319567),
-5.664695085948154),
("intersectyear (latent)", -6.3578422665081),
("Orthodox Easter Sundayyear (latent)", -6.3578422665081),
("time-of-day (latent)in|within|after <duration>",
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("<ordinal> <cycle> of <time>year (latent)",
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("intersecthhhmm", -5.947164288211402),
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("<ordinal> <cycle> of <time>year (latent)", -6.3578422665081),
("intersecthhhmm", -5.952377158399935),
("the <day-of-month> (ordinal)in|during the <part-of-day>",
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("Boss's Dayyear (latent)", -5.947164288211402),
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("Boss's Dayyear (latent)", -5.952377158399935),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
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("Global Youth Service Dayyear (latent)", -6.352629396319567),
("Dhanterasin|during <named-month>|year", -6.352629396319567),
("Tisha B'Avyear (latent)", -6.352629396319567),
("Isra and Mi'rajyear (latent)", -5.436338664445412),
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("Global Youth Service Dayyear (latent)", -6.3578422665081),
("Dhanterasin|during <named-month>|year", -6.3578422665081),
("Tisha B'Avyear (latent)", -6.3578422665081),
("Isra and Mi'rajyear (latent)", -5.441551534633945),
("at <time-of-day>on <day>", -4.748404354073999),
("at <time-of-day>absorption of , after named day",
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("time-of-day (latent)<time> <part-of-day>",
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("Christmasyear (latent)", -5.947164288211402),
("Naraka Chaturdashiyear (latent)", -5.947164288211402),
("Thai Pongalin|during <named-month>|year", -6.352629396319567),
("dayweek", -6.352629396319567),
("Easter Sundayyear (latent)", -5.659482215759621),
-5.664695085948154),
("Christmasyear (latent)", -5.952377158399935),
("Naraka Chaturdashiyear (latent)", -5.952377158399935),
("Thai Pongalin|during <named-month>|year", -6.3578422665081),
("dayweek", -6.3578422665081),
("Easter Sundayyear (latent)", -5.664695085948154),
("between <time-of-day> and <time-of-day> (interval)on <day>",
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("weekyear", -5.254017107651457),
("King's Dayyear (latent)", -4.848551999543292),
("hh:mmin|during the <part-of-day>", -5.436338664445412),
-5.952377158399935),
("weekyear", -5.25922997783999),
("King's Dayyear (latent)", -4.853764869731825),
("hh:mmin|during the <part-of-day>", -5.441551534633945),
("<cycle> after|before <time><time-of-day> am|pm",
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("Hanukkahyear (latent)", -5.659482215759621),
("February<time> <part-of-day>", -6.352629396319567),
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("Hanukkahyear (latent)", -5.664695085948154),
("February<time> <part-of-day>", -6.3578422665081),
("time-of-day (latent)in|during the <part-of-day>",
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("Great Lentyear (latent)", -6.352629396319567),
("tomorrowat <time-of-day>", -5.659482215759621),
("hhmm (latent)in|during the <part-of-day>",
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("Vaisakhiyear (latent)", -5.659482215759621),
-6.3578422665081),
("Great Lentyear (latent)", -6.3578422665081),
("tomorrowat <time-of-day>", -5.664695085948154),
("hhmm (latent)in|during the <part-of-day>", -6.3578422665081),
("Vaisakhiyear (latent)", -5.664695085948154),
("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-5.659482215759621),
("last <cycle> of <time>year (latent)", -5.659482215759621),
("at <time-of-day>tomorrow", -5.947164288211402),
("tomorrow<time-of-day> am|pm", -6.352629396319567),
-5.664695085948154),
("last <cycle> of <time>year (latent)", -5.664695085948154),
("at <time-of-day>tomorrow", -5.952377158399935),
("tomorrow<time-of-day> am|pm", -6.3578422665081),
("<named-month> <day-of-month> (non ordinal)year (latent)",
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("Diwaliyear (latent)", -6.352629396319567),
("between <time> and <time>on <day>", -5.947164288211402),
("Black Fridayyear (latent)", -5.947164288211402),
-6.3578422665081),
("Diwaliyear (latent)", -6.3578422665081),
("between <time> and <time>on <day>", -5.952377158399935),
("Black Fridayyear (latent)", -5.952377158399935),
("the <ordinal> last <cycle> of <time>year (latent)",
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-6.3578422665081),
("in|during the <part-of-day>at <time-of-day>",
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("Chhathyear (latent)", -5.947164288211402),
("Vasant Panchamiyear (latent)", -6.352629396319567),
("Rabindra Jayantiyear (latent)", -5.099866427824199),
("St Patrick's Dayyear (latent)", -6.352629396319567),
("Thursday<time> (timezone)", -6.352629396319567),
-6.3578422665081),
("Chhathyear (latent)", -5.952377158399935),
("Vasant Panchamiyear (latent)", -6.3578422665081),
("Rabindra Jayantiyear (latent)", -5.105079298012732),
("St Patrick's Dayyear (latent)", -6.3578422665081),
("Thursday<time> (timezone)", -6.3578422665081),
("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
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("<datetime> - <datetime> (interval)July", -5.947164288211402),
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("<datetime> - <datetime> (interval)July", -5.952377158399935),
("on <day><named-month> <day-of-month> (non ordinal)",
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("Februaryintersect", -6.352629396319567),
("Simchat Torahyear (latent)", -6.352629396319567),
("minuteyear", -6.352629396319567)],
n = 439},
-5.664695085948154),
("Februaryintersect", -6.3578422665081),
("Simchat Torahyear (latent)", -6.3578422665081),
("minuteyear", -6.3578422665081)],
n = 441},
koData =
ClassData{prior = -0.9654335675337526, unseen = -6.698268054115413,
ClassData{prior = -0.968250470804866, unseen = -6.70073110954781,
likelihoods =
HashMap.fromList
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("hourday", -3.6059917943081685),
[("Thursdayhhhmm", -4.502275762825459),
("hourday", -3.608457886803362),
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("dayhour", -3.441403802140196),
("<time> timezoneyear (latent)", -5.313205979041787),
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("Tuesdayfrom|since|after <time>", -5.310739886546594),
("daymonth", -3.3297384176800104),
("monthyear", -4.751124098611172),
("<time-of-day> am|pmyear (latent)", -5.310739886546594),
("Thai Pongalyear (latent)", -5.310739886546594),
("intersecthh:mm", -6.003887067106539),
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("Tuesdayfrom|since|after <time>", -5.313205979041787),
("daymonth", -3.332204510175204),
("monthyear", -4.7535901911063645),
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("Thai Pongalyear (latent)", -5.313205979041787),
("intersecthh:mm", -6.0063531596017325),
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("hournograin", -4.751124098611172),
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("hournograin", -4.7535901911063645),
("<time-of-day> am|pmintersect", -4.7535901911063645),
("Octoberyear (latent)", -6.0063531596017325),
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("until <time>on <day>", -5.310739886546594),
("time-of-day (latent)intersect", -5.310739886546594),
("todayin <number> (implicit minutes)", -6.003887067106539),
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("until <time>on <day>", -5.313205979041787),
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("hhhmmintersect", -5.600888051493568),
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("from|since|after <time>July", -5.600888051493568),
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("Clean Mondayyear (latent)", -6.0063531596017325),
("monthhour", -6.0063531596017325),
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("hourmonth", -4.132084890204948),
("todayat <time-of-day>", -6.003887067106539),
("hhhmmyear (latent)", -4.751124098611172),
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("hourmonth", -4.134550982700141),
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("hhhmmyear (latent)", -4.7535901911063645),
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("from|since|after <time><time-of-day> am|pm",
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("on <day>September", -5.310739886546594),
("time-of-day (latent)September", -5.598421958998375),
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("time-of-day (latent)on <day>", -4.499809670330265),
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("on <day>September", -5.313205979041787),
("time-of-day (latent)September", -5.600888051493568),
("hourhour", -5.600888051493568),
("time-of-day (latent)on <day>", -4.502275762825459),
("Thursdaydd/mm", -6.0063531596017325),
("time-of-day (latent)<cycle> after|before <time>",
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("dayyear", -3.0861163350222602),
("New Year's Dayyear (latent)", -5.0875963352323845),
("time-of-day (latent)Sunday", -5.598421958998375),
("Thursdayfrom|since|after <time>", -4.2991389748681135),
("Thursdayat <time-of-day>", -4.394449154672439),
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("dayyear", -3.0885824275174536),
("New Year's Dayyear (latent)", -5.090062427727577),
("time-of-day (latent)Sunday", -5.600888051493568),
("Thursdayfrom|since|after <time>", -4.301605067363307),
("Thursdayat <time-of-day>", -4.396915247167632),
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("the <day-of-month> (number)July", -6.003887067106539),
("monthminute", -6.003887067106539),
("<time-of-day> am|pmtomorrow", -6.003887067106539),
("Thursdayhh:mm", -5.0875963352323845),
("<day-of-month> (ordinal)Tuesday", -5.598421958998375),
("minutemonth", -3.8638209036102684),
("time-of-day (latent)Friday", -5.598421958998375),
("minutehour", -6.003887067106539),
("Augustyear (latent)", -5.598421958998375),
("week-endin|during <named-month>|year", -6.003887067106539),
("time-of-day (latent)Tuesday", -5.598421958998375),
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("the <day-of-month> (number)July", -6.0063531596017325),
("monthminute", -6.0063531596017325),
("<time-of-day> am|pmtomorrow", -6.0063531596017325),
("Thursdayhh:mm", -5.090062427727577),
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("minutemonth", -3.866286996105462),
("time-of-day (latent)Friday", -5.600888051493568),
("minutehour", -6.0063531596017325),
("Augustyear (latent)", -5.600888051493568),
("week-endin|during <named-month>|year", -6.0063531596017325),
("time-of-day (latent)Tuesday", -5.600888051493568),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
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("Sundayyear (latent)", -5.0875963352323845),
("Christmasat <time-of-day>", -6.003887067106539),
("from|since|after <time>year (latent)", -4.90527477843843),
("hhhmmon <day>", -5.0875963352323845),
("yesterday<time-of-day> am|pm", -6.003887067106539),
("<day-of-month> (ordinal)July", -5.310739886546594),
-6.0063531596017325),
("Sundayyear (latent)", -5.090062427727577),
("Christmasat <time-of-day>", -6.0063531596017325),
("from|since|after <time>year (latent)", -4.907740870933623),
("hhhmmon <day>", -5.090062427727577),
("yesterday<time-of-day> am|pm", -6.0063531596017325),
("<day-of-month> (ordinal)July", -5.313205979041787),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
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("Thursday<time-of-day> - <time-of-day> (interval)",
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("in|during <named-month>|yearyear (latent)",
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("at <time-of-day>intersect", -5.0875963352323845),
("hh:mmyear (latent)", -4.617592705986649),
("Holiyear (latent)", -6.003887067106539),
("until <time><time-of-day> am|pm", -6.003887067106539),
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("at <time-of-day>intersect", -5.090062427727577),
("hh:mmyear (latent)", -4.620058798481842),
("Holiyear (latent)", -6.0063531596017325),
("until <time><time-of-day> am|pm", -6.0063531596017325),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
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("dayminute", -3.170673723050323),
("yyyy-mm-ddhh:mm", -5.598421958998375),
("intersectfrom|since|after <time>", -5.598421958998375),
("intersectSeptember", -4.132084890204948),
("minuteday", -2.8468866459564257),
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("dayminute", -3.173139815545517),
("yyyy-mm-ddhh:mm", -5.600888051493568),
("intersectfrom|since|after <time>", -5.600888051493568),
("intersectSeptember", -4.134550982700141),
("minuteday", -2.8493527384516195),
("absorption of , after named dayintersect",
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("intersectyear (latent)", -6.003887067106539),
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("intersectyear (latent)", -6.0063531596017325),
("Februaryin|during the <part-of-day>", -6.0063531596017325),
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("time-of-day (latent)July", -5.310739886546594),
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("time-of-day (latent)July", -5.313205979041787),
("Saturdayyear (latent)", -6.0063531596017325),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
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("at <time-of-day>on <day>", -5.0875963352323845),
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("at <time-of-day>on <day>", -5.090062427727577),
("absorption of , after named daySeptember",
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("dayweek", -6.003887067106539),
("Easter Sundayyear (latent)", -5.598421958998375),
("Thursday<time-of-day> am|pm", -4.751124098611172),
("weekyear", -5.598421958998375),
("time-of-day (latent)Thursday", -5.598421958998375),
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("Naraka Chaturdashiyear (latent)", -6.0063531596017325),
("from|since|after <time>on <day>", -5.090062427727577),
("dayweek", -6.0063531596017325),
("Easter Sundayyear (latent)", -5.600888051493568),
("Thursday<time-of-day> am|pm", -4.7535901911063645),
("weekyear", -5.600888051493568),
("time-of-day (latent)Thursday", -5.600888051493568),
("<named-month> <day-of-month> (non ordinal)until <time>",
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("<day-of-month> (ordinal)April", -6.0063531596017325),
("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
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("intersect by \",\", \"of\", \"from\" for yearhh:mm",
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("Sundayfrom|since|after <time>", -6.003887067106539),
("absorption of , after named dayFebruary",
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-5.313205979041787),
("Sundayfrom|since|after <time>", -6.0063531596017325),
("absorption of , after named dayFebruary", -5.090062427727577),
("time-of-day (latent)in|during the <part-of-day>",
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("July<integer> to|till|before <hour-of-day>",
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("tomorrowat <time-of-day>", -6.003887067106539),
("daynograin", -5.598421958998375),
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("tomorrowat <time-of-day>", -6.0063531596017325),
("daynograin", -5.600888051493568),
("<integer> to|till|before <hour-of-day>July",
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("last <cycle> of <time>year (latent)", -5.598421958998375),
("tomorrow<time-of-day> am|pm", -6.003887067106539),
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("last <cycle> of <time>year (latent)", -5.600888051493568),
("tomorrow<time-of-day> am|pm", -6.0063531596017325),
("<named-month> <day-of-month> (non ordinal)year (latent)",
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("Diwaliyear (latent)", -5.598421958998375),
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("Diwaliyear (latent)", -5.600888051493568),
("<time-of-day> - <time-of-day> (interval)July",
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("Fridayyear (latent)", -5.598421958998375),
("time-of-day (latent)April", -6.003887067106539),
("minuteyear", -3.8066624897703196)],
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("Fridayyear (latent)", -5.600888051493568),
("time-of-day (latent)April", -6.0063531596017325),
("minuteyear", -3.8091285822655134)],
n = 270}}),
("one eleven",
Classifier{okData =
@ -1535,15 +1538,15 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -0.1670540846631662,
unseen = -5.2574953720277815,
ClassData{prior = -0.16542475640047638,
unseen = -5.267858159063328,
likelihoods =
HashMap.fromList
[("integer (numeric)", -3.1917602968305085e-2),
("intersect 2 numbers", -3.865979066926739)],
n = 187},
[("integer (numeric)", -3.158157205029893e-2),
("intersect 2 numbers", -3.876395827784995)],
n = 189},
koData =
ClassData{prior = -1.8718021769015913,
ClassData{prior = -1.8808112468439573,
unseen = -3.6635616461296463,
likelihoods =
HashMap.fromList

View File

@ -83,10 +83,10 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.592360869030033, unseen = -6.025865973825314,
likelihoods = HashMap.fromList [("", 0.0)], n = 412},
ClassData{prior = -0.5901992113075029, unseen = -6.030685260261263,
likelihoods = HashMap.fromList [("", 0.0)], n = 414},
koData =
ClassData{prior = -0.8052417283991157, unseen = -5.814130531825066,
ClassData{prior = -0.8079226951523735, unseen = -5.814130531825066,
likelihoods = HashMap.fromList [("", 0.0)], n = 333}}),
("<year> (bc|ad)",
Classifier{okData =
@ -135,6 +135,13 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Karva Chauth",
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}}),
("<cycle> after|before <time>",
Classifier{okData =
ClassData{prior = -0.6931471805599453, unseen = -2.833213344056216,
@ -545,18 +552,18 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("in|during <named-month>|year",
Classifier{okData =
ClassData{prior = -0.24512245803298496,
unseen = -3.7612001156935624,
ClassData{prior = -0.2336148511815052,
unseen = -3.8066624897703196,
likelihoods =
HashMap.fromList
[("<year> (bc|ad)", -1.9459101490553135),
("October", -3.044522437723423),
("year (latent)", -1.3397743454849977),
("year", -0.9650808960435872), ("March", -2.639057329615259),
("month", -2.3513752571634776)],
n = 18},
[("<year> (bc|ad)", -1.9924301646902063),
("October", -3.0910424533583156),
("year (latent)", -1.2992829841302609),
("year", -0.9509762898620451), ("March", -2.6855773452501515),
("month", -2.3978952727983707)],
n = 19},
koData =
ClassData{prior = -1.5260563034950494, unseen = -2.833213344056216,
ClassData{prior = -1.5686159179138452, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("October", -1.6739764335716716),
@ -844,422 +851,418 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.4793561134569561, unseen = -7.046647277848756,
ClassData{prior = -0.4776275543563949, unseen = -7.051855622955894,
likelihoods =
HashMap.fromList
[("Navaratriyear (latent)", -6.352629396319567),
[("Navaratriyear (latent)", -6.3578422665081),
("Karva Chauthyear (latent)", -6.3578422665081),
("<day-of-month> (ordinal)in|during the <part-of-day>",
-6.352629396319567),
("Ramadanyear (latent)", -5.436338664445412),
-6.3578422665081),
("Ramadanyear (latent)", -5.441551534633945),
("<datetime> - <datetime> (interval)on <day>",
-4.966335035199676),
("Bhai Doojyear (latent)", -6.352629396319567),
("hourday", -4.337726375777302),
("dayhour", -3.408190417153126),
-4.971547905388209),
("Bhai Doojyear (latent)", -6.3578422665081),
("hourday", -4.342939245965835),
("dayhour", -3.413403287341659),
("<time-of-day> - <time-of-day> (interval)on <day>",
-4.966335035199676),
("Martin Luther King's Dayyear (latent)", -5.947164288211402),
("Shemini Atzeretyear (latent)", -6.352629396319567),
("daymonth", -4.337726375777302),
("monthday", -5.947164288211402),
("monthyear", -4.560869927091511),
("Yom Ha'atzmautyear (latent)", -6.352629396319567),
("Vijayadashamiyear (latent)", -6.352629396319567),
("Thai Pongalyear (latent)", -5.659482215759621),
("Thiru Onamyear (latent)", -5.659482215759621),
("hhhmmabsorption of , after named day", -6.352629396319567),
("Tuesdaythe <day-of-month> (ordinal)", -6.352629396319567),
-4.971547905388209),
("Martin Luther King's Dayyear (latent)", -5.952377158399935),
("Shemini Atzeretyear (latent)", -6.3578422665081),
("daymonth", -4.342939245965835),
("monthday", -5.952377158399935),
("monthyear", -4.566082797280044),
("Yom Ha'atzmautyear (latent)", -6.3578422665081),
("Vijayadashamiyear (latent)", -6.3578422665081),
("Thai Pongalyear (latent)", -5.664695085948154),
("Thiru Onamyear (latent)", -5.664695085948154),
("hhhmmabsorption of , after named day", -6.3578422665081),
("Tuesdaythe <day-of-month> (ordinal)", -6.3578422665081),
("from <datetime> - <datetime> (interval)July",
-5.436338664445412),
("<day-of-month> (ordinal)Wednesday", -6.352629396319567),
("Krishna Janmashtamiyear (latent)", -5.947164288211402),
("Guru Gobind Singh Jayantiyear (latent)", -6.352629396319567),
("houryear", -5.436338664445412),
-5.441551534633945),
("<day-of-month> (ordinal)Wednesday", -6.3578422665081),
("Krishna Janmashtamiyear (latent)", -5.952377158399935),
("Guru Gobind Singh Jayantiyear (latent)", -6.3578422665081),
("houryear", -5.441551534633945),
("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-6.352629396319567),
("Christmas<time-of-day> am|pm", -6.352629396319567),
("last <day-of-week> of <time>year (latent)",
-6.352629396319567),
-6.3578422665081),
("Christmas<time-of-day> am|pm", -6.3578422665081),
("last <day-of-week> of <time>year (latent)", -6.3578422665081),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.659482215759621),
("intersectin|during <named-month>|year", -6.352629396319567),
("<time-of-day> am|pmintersect", -5.099866427824199),
("Earth Houryear (latent)", -6.352629396319567),
("Octoberyear (latent)", -4.848551999543292),
("intersect<time-of-day> am|pm", -6.352629396319567),
("Mattu Pongalyear (latent)", -6.352629396319567),
("Shavuotyear (latent)", -6.352629396319567),
("Parsi New Yearyear (latent)", -5.436338664445412),
-5.664695085948154),
("intersectin|during <named-month>|year", -6.3578422665081),
("<time-of-day> am|pmintersect", -5.105079298012732),
("Earth Houryear (latent)", -6.3578422665081),
("Octoberyear (latent)", -4.853764869731825),
("intersect<time-of-day> am|pm", -6.3578422665081),
("Mattu Pongalyear (latent)", -6.3578422665081),
("Shavuotyear (latent)", -6.3578422665081),
("Parsi New Yearyear (latent)", -5.441551534633945),
("at <time-of-day>in|within|after <duration>",
-6.352629396319567),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.352629396319567),
("todayin|within|after <duration>", -6.352629396319567),
-6.3578422665081),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.3578422665081),
("todayin|within|after <duration>", -6.3578422665081),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.947164288211402),
("Marchyear (latent)", -6.352629396319567),
-5.952377158399935),
("Marchyear (latent)", -6.3578422665081),
("intersect by \",\", \"of\", \"from\", \"'s\"hhhmm",
-5.947164288211402),
("Sukkotyear (latent)", -5.947164288211402),
("hhhmmintersect", -5.947164288211402),
-5.952377158399935),
("Sukkotyear (latent)", -5.952377158399935),
("hhhmmintersect", -5.952377158399935),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-5.947164288211402),
("Clean Mondayyear (latent)", -5.947164288211402),
("monthhour", -5.947164288211402),
-5.952377158399935),
("Clean Mondayyear (latent)", -5.952377158399935),
("monthhour", -5.952377158399935),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.659482215759621),
("todayat <time-of-day>", -6.352629396319567),
("Thursday<time> timezone", -3.954734123521196),
("time-of-day (latent)tonight", -5.947164288211402),
("from|since|after <time>December", -6.352629396319567),
("<time-of-day> am|pmon <day>", -4.337726375777302),
("this <time>hh(:mm) - <time-of-day> am|pm",
-6.352629396319567),
("yyyy-mm-ddhh:mm:ss", -5.947164288211402),
("dayday", -3.6445791952173563),
("<time> <part-of-day>at <time-of-day>", -6.352629396319567),
("tonightat <time-of-day>", -6.352629396319567),
-5.664695085948154),
("todayat <time-of-day>", -6.3578422665081),
("Thursday<time> timezone", -3.959946993709729),
("time-of-day (latent)tonight", -5.952377158399935),
("from|since|after <time>December", -6.3578422665081),
("<time-of-day> am|pmon <day>", -4.342939245965835),
("this <time>hh(:mm) - <time-of-day> am|pm", -6.3578422665081),
("yyyy-mm-ddhh:mm:ss", -5.952377158399935),
("dayday", -3.6497920654058897),
("<time> <part-of-day>at <time-of-day>", -6.3578422665081),
("tonightat <time-of-day>", -6.3578422665081),
("<time-of-day> am|pmabsorption of , after named day",
-5.659482215759621),
("Dayananda Saraswati Jayantiyear (latent)",
-6.352629396319567),
("today<time-of-day> am|pm", -6.352629396319567),
("Februarythe <day-of-month> (ordinal)", -5.947164288211402),
("at <time-of-day><time> <part-of-day>", -6.352629396319567),
("<day-of-month> (ordinal)intersect", -5.947164288211402),
("hourhour", -4.273187854639731),
("Navaratriin|during <named-month>|year", -6.352629396319567),
("Wednesdaythis|last|next <cycle>", -6.352629396319567),
("Lentyear (latent)", -6.352629396319567),
-5.664695085948154),
("Dayananda Saraswati Jayantiyear (latent)", -6.3578422665081),
("today<time-of-day> am|pm", -6.3578422665081),
("Februarythe <day-of-month> (ordinal)", -5.952377158399935),
("at <time-of-day><time> <part-of-day>", -6.3578422665081),
("<day-of-month> (ordinal)intersect", -5.952377158399935),
("hourhour", -4.278400724828264),
("Navaratriin|during <named-month>|year", -6.3578422665081),
("Wednesdaythis|last|next <cycle>", -6.3578422665081),
("Lentyear (latent)", -6.3578422665081),
("intersect<named-month> <day-of-month> (non ordinal)",
-4.480827219417975),
("Boghiyear (latent)", -6.352629396319567),
("dayyear", -1.970602761645685),
("Thursdayfrom|since|after <time>", -5.947164288211402),
-4.486040089606508),
("Boghiyear (latent)", -6.3578422665081),
("dayyear", -1.9633931118356607),
("Karva Chauthin|during <named-month>|year", -6.3578422665081),
("Thursdayfrom|since|after <time>", -5.952377158399935),
("<time-of-day> o'clockin|during the <part-of-day>",
-6.352629396319567),
("Thursdayat <time-of-day>", -5.659482215759621),
("Islamic New Yearyear (latent)", -5.947164288211402),
("Laylat al-Qadryear (latent)", -5.436338664445412),
("Shrove Tuesdayyear (latent)", -6.352629396319567),
-6.3578422665081),
("Thursdayat <time-of-day>", -5.664695085948154),
("Islamic New Yearyear (latent)", -5.952377158399935),
("Laylat al-Qadryear (latent)", -5.441551534633945),
("Shrove Tuesdayyear (latent)", -6.3578422665081),
("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-5.659482215759621),
("<time-of-day> am|pmtomorrow", -5.659482215759621),
("Yom Kippuryear (latent)", -6.352629396319567),
("<day-of-month> (ordinal)Tuesday", -5.947164288211402),
("<part-of-day> of <time>year (latent)", -6.352629396319567),
("minutehour", -5.099866427824199),
("Kaanum Pongalyear (latent)", -5.947164288211402),
("Maha Saptamiyear (latent)", -6.352629396319567),
-5.664695085948154),
("<time-of-day> am|pmtomorrow", -5.664695085948154),
("Yom Kippuryear (latent)", -6.3578422665081),
("<day-of-month> (ordinal)Tuesday", -5.952377158399935),
("<part-of-day> of <time>year (latent)", -6.3578422665081),
("minutehour", -5.105079298012732),
("Kaanum Pongalyear (latent)", -5.952377158399935),
("Maha Saptamiyear (latent)", -6.3578422665081),
("at <time-of-day>in|during the <part-of-day>",
-5.947164288211402),
("time-of-day (latent)tomorrow", -5.436338664445412),
("part of daysat <time-of-day>", -5.947164288211402),
-5.952377158399935),
("time-of-day (latent)tomorrow", -5.441551534633945),
("part of daysat <time-of-day>", -5.952377158399935),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-4.337726375777302),
("for <duration> from <time>December", -6.352629396319567),
("tomorrow<time-of-day> sharp|exactly", -6.352629396319567),
-4.342939245965835),
("for <duration> from <time>December", -6.3578422665081),
("tomorrow<time-of-day> sharp|exactly", -6.3578422665081),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.099866427824199),
-5.105079298012732),
("intersect by \",\", \"of\", \"from\" for yearhhhmm",
-5.099866427824199),
("time-of-day (latent)this <part-of-day>", -6.352629396319567),
("Pentecostyear (latent)", -6.352629396319567),
-5.105079298012732),
("time-of-day (latent)this <part-of-day>", -6.3578422665081),
("Pentecostyear (latent)", -6.3578422665081),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.099866427824199),
("<day-of-month> (ordinal)February", -6.352629396319567),
("Eid al-Fitryear (latent)", -5.436338664445412),
-5.105079298012732),
("<day-of-month> (ordinal)February", -6.3578422665081),
("Eid al-Fitryear (latent)", -5.441551534633945),
("Vasant Panchamiin|during <named-month>|year",
-6.352629396319567),
("Mondayin|during the <part-of-day>", -6.352629396319567),
("Chhathin|during <named-month>|year", -6.352629396319567),
("Diwaliin|during <named-month>|year", -6.352629396319567),
("Vaisakhiin|during <named-month>|year", -6.352629396319567),
("Guru Ravidass Jayantiyear (latent)", -5.099866427824199),
("Raksha Bandhanyear (latent)", -6.352629396319567),
("daysecond", -5.947164288211402),
-6.3578422665081),
("Mondayin|during the <part-of-day>", -6.3578422665081),
("Chhathin|during <named-month>|year", -6.3578422665081),
("Diwaliin|during <named-month>|year", -6.3578422665081),
("Vaisakhiin|during <named-month>|year", -6.3578422665081),
("Guru Ravidass Jayantiyear (latent)", -5.105079298012732),
("Raksha Bandhanyear (latent)", -6.3578422665081),
("daysecond", -5.952377158399935),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-5.947164288211402),
("Ashurayear (latent)", -6.352629396319567),
("Tuesdayin|during <named-month>|year", -6.352629396319567),
("Chinese New Yearyear (latent)", -6.352629396319567),
("tomorrowintersect", -6.352629396319567),
("Lag BaOmeryear (latent)", -6.352629396319567),
-5.952377158399935),
("Ashurayear (latent)", -6.3578422665081),
("Tuesdayin|during <named-month>|year", -6.3578422665081),
("Chinese New Yearyear (latent)", -6.3578422665081),
("tomorrowintersect", -6.3578422665081),
("Lag BaOmeryear (latent)", -6.3578422665081),
("last weekend of <named-month>year (latent)",
-6.352629396319567),
("Eid al-Adhayear (latent)", -4.212563232823296),
("intersectin|during the <part-of-day>", -6.352629396319567),
("Palm Sundayyear (latent)", -6.352629396319567),
("Christmasat <time-of-day>", -6.352629396319567),
("Passoveryear (latent)", -6.352629396319567),
("Lazarus Saturdayyear (latent)", -6.352629396319567),
-6.3578422665081),
("Eid al-Adhayear (latent)", -4.217776103011829),
("intersectin|during the <part-of-day>", -6.3578422665081),
("Palm Sundayyear (latent)", -6.3578422665081),
("Christmasat <time-of-day>", -6.3578422665081),
("Passoveryear (latent)", -6.3578422665081),
("Lazarus Saturdayyear (latent)", -6.3578422665081),
("<day-of-month> (ordinal or number) <named-month>year (latent)",
-6.352629396319567),
("hhhmmon <day>", -5.436338664445412),
("Yom HaShoahyear (latent)", -5.947164288211402),
-6.3578422665081),
("hhhmmon <day>", -5.441551534633945),
("Yom HaShoahyear (latent)", -5.952377158399935),
("Thursday<datetime> - <datetime> (interval)",
-5.947164288211402),
-5.952377158399935),
("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
-6.352629396319567),
("Septemberyear (latent)", -5.947164288211402),
-6.3578422665081),
("Septemberyear (latent)", -5.952377158399935),
("Thursday<time-of-day> - <time-of-day> (interval)",
-4.848551999543292),
("Halloweenyear (latent)", -6.352629396319567),
-4.853764869731825),
("Halloweenyear (latent)", -6.3578422665081),
("<ordinal> last <cycle> of <time>year (latent)",
-5.947164288211402),
-5.952377158399935),
("from <time-of-day> - <time-of-day> (interval)on <day>",
-5.659482215759621),
-5.664695085948154),
("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
-6.352629396319567),
("at <time-of-day>intersect", -5.436338664445412),
("Rosh Hashanahyear (latent)", -5.659482215759621),
("Dhanterasyear (latent)", -6.352629396319567),
("Tu BiShvatyear (latent)", -6.352629396319567),
("<day-of-month> (ordinal)December", -5.659482215759621),
("Holiyear (latent)", -5.659482215759621),
-6.3578422665081),
("at <time-of-day>intersect", -5.441551534633945),
("Rosh Hashanahyear (latent)", -5.664695085948154),
("Dhanterasyear (latent)", -6.3578422665081),
("Tu BiShvatyear (latent)", -6.3578422665081),
("<day-of-month> (ordinal)December", -5.664695085948154),
("Holiyear (latent)", -5.664695085948154),
("<time-of-day> - <time-of-day> (interval)tomorrow",
-6.352629396319567),
("Holika Dahanyear (latent)", -5.659482215759621),
-6.3578422665081),
("Holika Dahanyear (latent)", -5.664695085948154),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.947164288211402),
("dayminute", -3.0384433916470406),
("Mawlidyear (latent)", -6.352629396319567),
-5.952377158399935),
("dayminute", -3.043656261835574),
("Mawlidyear (latent)", -6.3578422665081),
("from <datetime> - <datetime> (interval)on <day>",
-5.947164288211402),
-5.952377158399935),
("<datetime> - <datetime> (interval)tomorrow",
-6.352629396319567),
("Jumu'atul-Widayear (latent)", -5.436338664445412),
("minuteday", -2.6149597780361984),
-6.3578422665081),
("Jumu'atul-Widayear (latent)", -5.441551534633945),
("minuteday", -2.6201726482247314),
("absorption of , after named dayintersect",
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("intersectyear (latent)", -6.352629396319567),
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("intersectyear (latent)", -6.3578422665081),
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("time-of-day (latent)in|within|after <duration>",
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("intersecthhhmm", -5.947164288211402),
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("Boss's Dayyear (latent)", -5.952377158399935),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
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("Global Youth Service Dayyear (latent)", -6.352629396319567),
("Dhanterasin|during <named-month>|year", -6.352629396319567),
("Tisha B'Avyear (latent)", -6.352629396319567),
("Isra and Mi'rajyear (latent)", -5.436338664445412),
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("Global Youth Service Dayyear (latent)", -6.3578422665081),
("Dhanterasin|during <named-month>|year", -6.3578422665081),
("Tisha B'Avyear (latent)", -6.3578422665081),
("Isra and Mi'rajyear (latent)", -5.441551534633945),
("at <time-of-day>on <day>", -4.748404354073999),
("at <time-of-day>absorption of , after named day",
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-5.952377158399935),
("time-of-day (latent)<time> <part-of-day>",
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("Christmasyear (latent)", -5.947164288211402),
("Naraka Chaturdashiyear (latent)", -5.947164288211402),
("Thai Pongalin|during <named-month>|year", -6.352629396319567),
("dayweek", -6.352629396319567),
("Easter Sundayyear (latent)", -5.659482215759621),
-5.664695085948154),
("Christmasyear (latent)", -5.952377158399935),
("Naraka Chaturdashiyear (latent)", -5.952377158399935),
("Thai Pongalin|during <named-month>|year", -6.3578422665081),
("dayweek", -6.3578422665081),
("Easter Sundayyear (latent)", -5.664695085948154),
("between <time-of-day> and <time-of-day> (interval)on <day>",
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("weekyear", -5.254017107651457),
("King's Dayyear (latent)", -4.848551999543292),
("hh:mmin|during the <part-of-day>", -5.436338664445412),
-5.952377158399935),
("weekyear", -5.25922997783999),
("King's Dayyear (latent)", -4.853764869731825),
("hh:mmin|during the <part-of-day>", -5.441551534633945),
("<cycle> after|before <time><time-of-day> am|pm",
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("Hanukkahyear (latent)", -5.659482215759621),
("February<time> <part-of-day>", -6.352629396319567),
-5.952377158399935),
("Hanukkahyear (latent)", -5.664695085948154),
("February<time> <part-of-day>", -6.3578422665081),
("time-of-day (latent)in|during the <part-of-day>",
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("Great Lentyear (latent)", -6.352629396319567),
("tomorrowat <time-of-day>", -5.659482215759621),
("hhmm (latent)in|during the <part-of-day>",
-6.352629396319567),
("Vaisakhiyear (latent)", -5.659482215759621),
-6.3578422665081),
("Great Lentyear (latent)", -6.3578422665081),
("tomorrowat <time-of-day>", -5.664695085948154),
("hhmm (latent)in|during the <part-of-day>", -6.3578422665081),
("Vaisakhiyear (latent)", -5.664695085948154),
("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-5.659482215759621),
("last <cycle> of <time>year (latent)", -5.659482215759621),
("at <time-of-day>tomorrow", -5.947164288211402),
("tomorrow<time-of-day> am|pm", -6.352629396319567),
-5.664695085948154),
("last <cycle> of <time>year (latent)", -5.664695085948154),
("at <time-of-day>tomorrow", -5.952377158399935),
("tomorrow<time-of-day> am|pm", -6.3578422665081),
("<named-month> <day-of-month> (non ordinal)year (latent)",
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("Diwaliyear (latent)", -6.352629396319567),
("between <time> and <time>on <day>", -5.947164288211402),
("Black Fridayyear (latent)", -5.947164288211402),
-6.3578422665081),
("Diwaliyear (latent)", -6.3578422665081),
("between <time> and <time>on <day>", -5.952377158399935),
("Black Fridayyear (latent)", -5.952377158399935),
("the <ordinal> last <cycle> of <time>year (latent)",
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-6.3578422665081),
("in|during the <part-of-day>at <time-of-day>",
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("Chhathyear (latent)", -5.947164288211402),
("Vasant Panchamiyear (latent)", -6.352629396319567),
("Rabindra Jayantiyear (latent)", -5.099866427824199),
("St Patrick's Dayyear (latent)", -6.352629396319567),
("Thursday<time> (timezone)", -6.352629396319567),
-6.3578422665081),
("Chhathyear (latent)", -5.952377158399935),
("Vasant Panchamiyear (latent)", -6.3578422665081),
("Rabindra Jayantiyear (latent)", -5.105079298012732),
("St Patrick's Dayyear (latent)", -6.3578422665081),
("Thursday<time> (timezone)", -6.3578422665081),
("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
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("<datetime> - <datetime> (interval)July", -5.947164288211402),
-6.3578422665081),
("<datetime> - <datetime> (interval)July", -5.952377158399935),
("on <day><named-month> <day-of-month> (non ordinal)",
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("Februaryintersect", -6.352629396319567),
("Simchat Torahyear (latent)", -6.352629396319567),
("minuteyear", -6.352629396319567)],
n = 439},
-5.664695085948154),
("Februaryintersect", -6.3578422665081),
("Simchat Torahyear (latent)", -6.3578422665081),
("minuteyear", -6.3578422665081)],
n = 441},
koData =
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ClassData{prior = -0.968250470804866, unseen = -6.70073110954781,
likelihoods =
HashMap.fromList
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("hournograin", -4.751124098611172),
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("hournograin", -4.7535901911063645),
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("until <time>on <day>", -5.310739886546594),
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("Clean Mondayyear (latent)", -6.0063531596017325),
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("time-of-day (latent)September", -5.598421958998375),
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("time-of-day (latent)on <day>", -4.502275762825459),
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("time-of-day (latent)<cycle> after|before <time>",
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("dayyear", -3.0885824275174536),
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("Thursdayhh:mm", -5.0875963352323845),
("<day-of-month> (ordinal)Tuesday", -5.598421958998375),
("minutemonth", -3.8638209036102684),
("time-of-day (latent)Friday", -5.598421958998375),
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("Augustyear (latent)", -5.598421958998375),
("week-endin|during <named-month>|year", -6.003887067106539),
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("Thursdayhh:mm", -5.090062427727577),
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("minutemonth", -3.866286996105462),
("time-of-day (latent)Friday", -5.600888051493568),
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("Augustyear (latent)", -5.600888051493568),
("week-endin|during <named-month>|year", -6.0063531596017325),
("time-of-day (latent)Tuesday", -5.600888051493568),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
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("Sundayyear (latent)", -5.0875963352323845),
("Christmasat <time-of-day>", -6.003887067106539),
("from|since|after <time>year (latent)", -4.90527477843843),
("hhhmmon <day>", -5.0875963352323845),
("yesterday<time-of-day> am|pm", -6.003887067106539),
("<day-of-month> (ordinal)July", -5.310739886546594),
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("Sundayyear (latent)", -5.090062427727577),
("Christmasat <time-of-day>", -6.0063531596017325),
("from|since|after <time>year (latent)", -4.907740870933623),
("hhhmmon <day>", -5.090062427727577),
("yesterday<time-of-day> am|pm", -6.0063531596017325),
("<day-of-month> (ordinal)July", -5.313205979041787),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
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("Thursday<time-of-day> - <time-of-day> (interval)",
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("in|during <named-month>|yearyear (latent)",
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("at <time-of-day>intersect", -5.0875963352323845),
("hh:mmyear (latent)", -4.617592705986649),
("Holiyear (latent)", -6.003887067106539),
("until <time><time-of-day> am|pm", -6.003887067106539),
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("at <time-of-day>intersect", -5.090062427727577),
("hh:mmyear (latent)", -4.620058798481842),
("Holiyear (latent)", -6.0063531596017325),
("until <time><time-of-day> am|pm", -6.0063531596017325),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
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("dayminute", -3.170673723050323),
("yyyy-mm-ddhh:mm", -5.598421958998375),
("intersectfrom|since|after <time>", -5.598421958998375),
("intersectSeptember", -4.132084890204948),
("minuteday", -2.8468866459564257),
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("dayminute", -3.173139815545517),
("yyyy-mm-ddhh:mm", -5.600888051493568),
("intersectfrom|since|after <time>", -5.600888051493568),
("intersectSeptember", -4.134550982700141),
("minuteday", -2.8493527384516195),
("absorption of , after named dayintersect",
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("intersectyear (latent)", -6.003887067106539),
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("intersectyear (latent)", -6.0063531596017325),
("Februaryin|during the <part-of-day>", -6.0063531596017325),
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("time-of-day (latent)July", -5.310739886546594),
("Saturdayyear (latent)", -6.003887067106539),
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("time-of-day (latent)July", -5.313205979041787),
("Saturdayyear (latent)", -6.0063531596017325),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
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("at <time-of-day>on <day>", -5.0875963352323845),
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("at <time-of-day>on <day>", -5.090062427727577),
("absorption of , after named daySeptember",
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("Naraka Chaturdashiyear (latent)", -6.003887067106539),
("from|since|after <time>on <day>", -5.0875963352323845),
("dayweek", -6.003887067106539),
("Easter Sundayyear (latent)", -5.598421958998375),
("Thursday<time-of-day> am|pm", -4.751124098611172),
("weekyear", -5.598421958998375),
("time-of-day (latent)Thursday", -5.598421958998375),
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("Naraka Chaturdashiyear (latent)", -6.0063531596017325),
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("Easter Sundayyear (latent)", -5.600888051493568),
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("weekyear", -5.600888051493568),
("time-of-day (latent)Thursday", -5.600888051493568),
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("intersect by \",\", \"of\", \"from\" for yearhh:mm",
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("Sundayfrom|since|after <time>", -6.003887067106539),
("absorption of , after named dayFebruary",
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("Sundayfrom|since|after <time>", -6.0063531596017325),
("absorption of , after named dayFebruary", -5.090062427727577),
("time-of-day (latent)in|during the <part-of-day>",
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("tomorrowat <time-of-day>", -6.003887067106539),
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("tomorrowat <time-of-day>", -6.0063531596017325),
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("last <cycle> of <time>year (latent)", -5.598421958998375),
("tomorrow<time-of-day> am|pm", -6.003887067106539),
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("last <cycle> of <time>year (latent)", -5.600888051493568),
("tomorrow<time-of-day> am|pm", -6.0063531596017325),
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("Diwaliyear (latent)", -5.598421958998375),
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("Diwaliyear (latent)", -5.600888051493568),
("<time-of-day> - <time-of-day> (interval)July",
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("Fridayyear (latent)", -5.598421958998375),
("time-of-day (latent)April", -6.003887067106539),
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-6.0063531596017325),
("Fridayyear (latent)", -5.600888051493568),
("time-of-day (latent)April", -6.0063531596017325),
("minuteyear", -3.8091285822655134)],
n = 270}}),
("one eleven",
Classifier{okData =
@ -1535,15 +1538,15 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -0.1670540846631662,
unseen = -5.2574953720277815,
ClassData{prior = -0.16542475640047638,
unseen = -5.267858159063328,
likelihoods =
HashMap.fromList
[("integer (numeric)", -3.1917602968305085e-2),
("intersect 2 numbers", -3.865979066926739)],
n = 187},
[("integer (numeric)", -3.158157205029893e-2),
("intersect 2 numbers", -3.876395827784995)],
n = 189},
koData =
ClassData{prior = -1.8718021769015913,
ClassData{prior = -1.8808112468439573,
unseen = -3.6635616461296463,
likelihoods =
HashMap.fromList

View File

@ -83,11 +83,10 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.607604386651842, unseen = -6.075346031088684,
likelihoods = HashMap.fromList [("", 0.0)], n = 433},
ClassData{prior = -0.6055086477015309, unseen = -6.07993319509559,
likelihoods = HashMap.fromList [("", 0.0)], n = 435},
koData =
ClassData{prior = -0.7866979028285608,
unseen = -5.8971538676367405,
ClassData{prior = -0.789210466964444, unseen = -5.8971538676367405,
likelihoods = HashMap.fromList [("", 0.0)], n = 362}}),
("<year> (bc|ad)",
Classifier{okData =
@ -136,6 +135,13 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Karva Chauth",
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}}),
("Father's Day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
@ -555,18 +561,18 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("in|during <named-month>|year",
Classifier{okData =
ClassData{prior = -0.24512245803298496,
unseen = -3.7612001156935624,
ClassData{prior = -0.2336148511815052,
unseen = -3.8066624897703196,
likelihoods =
HashMap.fromList
[("<year> (bc|ad)", -1.9459101490553135),
("October", -3.044522437723423),
("year (latent)", -1.3397743454849977),
("year", -0.9650808960435872), ("March", -2.639057329615259),
("month", -2.3513752571634776)],
n = 18},
[("<year> (bc|ad)", -1.9924301646902063),
("October", -3.0910424533583156),
("year (latent)", -1.2992829841302609),
("year", -0.9509762898620451), ("March", -2.6855773452501515),
("month", -2.3978952727983707)],
n = 19},
koData =
ClassData{prior = -1.5260563034950494, unseen = -2.833213344056216,
ClassData{prior = -1.5686159179138452, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("October", -1.6739764335716716),
@ -868,437 +874,441 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.4670230011075977,
unseen = -7.0967213784947605,
ClassData{prior = -0.46541336872194644,
unseen = -7.101675971619444,
likelihoods =
HashMap.fromList
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("Father's Dayyear (latent)", -6.402746040537586),
[("Navaratriyear (latent)", -6.407704728384105),
("Father's Dayyear (latent)", -6.407704728384105),
("Karva Chauthyear (latent)", -6.407704728384105),
("<day-of-month> (ordinal)in|during the <part-of-day>",
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("Ramadanyear (latent)", -5.486455308663431),
-6.407704728384105),
("Ramadanyear (latent)", -5.49141399650995),
("<datetime> - <datetime> (interval)on <day>",
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("Bhai Doojyear (latent)", -6.402746040537586),
("hourday", -4.387843019995321),
("dayhour", -3.4583070613711455),
-5.021410367264214),
("Bhai Doojyear (latent)", -6.407704728384105),
("hourday", -4.39280170784184),
("dayhour", -3.4632657492176646),
("<time-of-day> - <time-of-day> (interval)on <day>",
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("Martin Luther King's Dayyear (latent)", -5.997280932429422),
("Shemini Atzeretyear (latent)", -6.402746040537586),
("daymonth", -4.387843019995321),
("monthday", -5.997280932429422),
("monthyear", -4.610986571309531),
("Yom Ha'atzmautyear (latent)", -6.402746040537586),
("Vijayadashamiyear (latent)", -6.402746040537586),
-5.021410367264214),
("Martin Luther King's Dayyear (latent)", -6.00223962027594),
("Shemini Atzeretyear (latent)", -6.407704728384105),
("daymonth", -4.39280170784184),
("monthday", -6.00223962027594),
("monthyear", -4.6159452591560495),
("Yom Ha'atzmautyear (latent)", -6.407704728384105),
("Vijayadashamiyear (latent)", -6.407704728384105),
("Administrative Professionals' Dayyear (latent)",
-5.997280932429422),
("Thanksgiving Dayyear (latent)", -5.304133751869476),
("Thai Pongalyear (latent)", -5.709598859977641),
("Thiru Onamyear (latent)", -5.709598859977641),
("hhhmmabsorption of , after named day", -6.402746040537586),
("Tuesdaythe <day-of-month> (ordinal)", -6.402746040537586),
-6.00223962027594),
("Thanksgiving Dayyear (latent)", -5.309092439715995),
("Thai Pongalyear (latent)", -5.7145575478241595),
("Thiru Onamyear (latent)", -5.7145575478241595),
("hhhmmabsorption of , after named day", -6.407704728384105),
("Tuesdaythe <day-of-month> (ordinal)", -6.407704728384105),
("from <datetime> - <datetime> (interval)July",
-5.486455308663431),
("<day-of-month> (ordinal)Wednesday", -6.402746040537586),
("Krishna Janmashtamiyear (latent)", -5.997280932429422),
("Guru Gobind Singh Jayantiyear (latent)", -6.402746040537586),
("houryear", -5.486455308663431),
-5.49141399650995),
("<day-of-month> (ordinal)Wednesday", -6.407704728384105),
("Krishna Janmashtamiyear (latent)", -6.00223962027594),
("Guru Gobind Singh Jayantiyear (latent)", -6.407704728384105),
("houryear", -5.49141399650995),
("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-6.402746040537586),
("Christmas<time-of-day> am|pm", -6.402746040537586),
-6.407704728384105),
("Christmas<time-of-day> am|pm", -6.407704728384105),
("last <day-of-week> of <time>year (latent)",
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-6.407704728384105),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.709598859977641),
("intersectin|during <named-month>|year", -6.402746040537586),
("<time-of-day> am|pmintersect", -5.149983072042218),
("Earth Houryear (latent)", -6.402746040537586),
("Family Dayyear (latent)", -5.486455308663431),
("Octoberyear (latent)", -4.8986686437613125),
("intersect<time-of-day> am|pm", -6.402746040537586),
("Mattu Pongalyear (latent)", -6.402746040537586),
("Shavuotyear (latent)", -6.402746040537586),
("Parsi New Yearyear (latent)", -5.486455308663431),
-5.7145575478241595),
("intersectin|during <named-month>|year", -6.407704728384105),
("<time-of-day> am|pmintersect", -5.154941759888737),
("Earth Houryear (latent)", -6.407704728384105),
("Family Dayyear (latent)", -5.49141399650995),
("Octoberyear (latent)", -4.903627331607831),
("intersect<time-of-day> am|pm", -6.407704728384105),
("Mattu Pongalyear (latent)", -6.407704728384105),
("Shavuotyear (latent)", -6.407704728384105),
("Parsi New Yearyear (latent)", -5.49141399650995),
("at <time-of-day>in|within|after <duration>",
-6.402746040537586),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.402746040537586),
("todayin|within|after <duration>", -6.402746040537586),
-6.407704728384105),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.407704728384105),
("todayin|within|after <duration>", -6.407704728384105),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.997280932429422),
("Marchyear (latent)", -6.402746040537586),
-6.00223962027594),
("Marchyear (latent)", -6.407704728384105),
("intersect by \",\", \"of\", \"from\", \"'s\"hhhmm",
-5.997280932429422),
("Sukkotyear (latent)", -5.997280932429422),
("hhhmmintersect", -5.997280932429422),
-6.00223962027594),
("Sukkotyear (latent)", -6.00223962027594),
("hhhmmintersect", -6.00223962027594),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-5.997280932429422),
("Clean Mondayyear (latent)", -5.997280932429422),
("monthhour", -5.997280932429422),
-6.00223962027594),
("Clean Mondayyear (latent)", -6.00223962027594),
("monthhour", -6.00223962027594),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.709598859977641),
("todayat <time-of-day>", -6.402746040537586),
("Thursday<time> timezone", -4.0048507677392156),
("time-of-day (latent)tonight", -5.997280932429422),
("from|since|after <time>December", -6.402746040537586),
("<time-of-day> am|pmon <day>", -4.387843019995321),
-5.7145575478241595),
("todayat <time-of-day>", -6.407704728384105),
("Thursday<time> timezone", -4.009809455585734),
("time-of-day (latent)tonight", -6.00223962027594),
("from|since|after <time>December", -6.407704728384105),
("<time-of-day> am|pmon <day>", -4.39280170784184),
("this <time>hh(:mm) - <time-of-day> am|pm",
-6.402746040537586),
("yyyy-mm-ddhh:mm:ss", -5.997280932429422),
("dayday", -3.694695839435376),
("<time> <part-of-day>at <time-of-day>", -6.402746040537586),
("mm/ddat <time-of-day>", -6.402746040537586),
("tonightat <time-of-day>", -6.402746040537586),
-6.407704728384105),
("yyyy-mm-ddhh:mm:ss", -6.00223962027594),
("dayday", -3.699654527281895),
("<time> <part-of-day>at <time-of-day>", -6.407704728384105),
("mm/ddat <time-of-day>", -6.407704728384105),
("tonightat <time-of-day>", -6.407704728384105),
("<time-of-day> am|pmabsorption of , after named day",
-5.709598859977641),
-5.7145575478241595),
("Dayananda Saraswati Jayantiyear (latent)",
-6.402746040537586),
("today<time-of-day> am|pm", -6.402746040537586),
("Februarythe <day-of-month> (ordinal)", -5.997280932429422),
("at <time-of-day><time> <part-of-day>", -6.402746040537586),
("<day-of-month> (ordinal)intersect", -5.997280932429422),
("mm/dd<time-of-day> am|pm", -6.402746040537586),
("hourhour", -4.32330449885775),
("Navaratriin|during <named-month>|year", -6.402746040537586),
("National Patriots' Dayyear (latent)", -5.709598859977641),
("Wednesdaythis|last|next <cycle>", -6.402746040537586),
("Lentyear (latent)", -6.402746040537586),
-6.407704728384105),
("today<time-of-day> am|pm", -6.407704728384105),
("Februarythe <day-of-month> (ordinal)", -6.00223962027594),
("at <time-of-day><time> <part-of-day>", -6.407704728384105),
("<day-of-month> (ordinal)intersect", -6.00223962027594),
("mm/dd<time-of-day> am|pm", -6.407704728384105),
("hourhour", -4.328263186704269),
("Navaratriin|during <named-month>|year", -6.407704728384105),
("National Patriots' Dayyear (latent)", -5.7145575478241595),
("Wednesdaythis|last|next <cycle>", -6.407704728384105),
("Lentyear (latent)", -6.407704728384105),
("intersect<named-month> <day-of-month> (non ordinal)",
-4.530943863635994),
("Boghiyear (latent)", -6.402746040537586),
("dayyear", -1.8973961898317058),
("Thursdayfrom|since|after <time>", -5.997280932429422),
-4.535902551482513),
("Boghiyear (latent)", -6.407704728384105),
("dayyear", -1.8913657561026291),
("Karva Chauthin|during <named-month>|year",
-6.407704728384105),
("Thursdayfrom|since|after <time>", -6.00223962027594),
("<time-of-day> o'clockin|during the <part-of-day>",
-6.402746040537586),
("Thursdayat <time-of-day>", -5.709598859977641),
("Islamic New Yearyear (latent)", -5.997280932429422),
("Laylat al-Qadryear (latent)", -5.486455308663431),
("Discovery Dayyear (latent)", -5.997280932429422),
("Shrove Tuesdayyear (latent)", -6.402746040537586),
-6.407704728384105),
("Thursdayat <time-of-day>", -5.7145575478241595),
("Islamic New Yearyear (latent)", -6.00223962027594),
("Laylat al-Qadryear (latent)", -5.49141399650995),
("Discovery Dayyear (latent)", -6.00223962027594),
("Shrove Tuesdayyear (latent)", -6.407704728384105),
("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-5.709598859977641),
("<time-of-day> am|pmtomorrow", -5.709598859977641),
("Yom Kippuryear (latent)", -6.402746040537586),
("<day-of-month> (ordinal)Tuesday", -5.997280932429422),
("<part-of-day> of <time>year (latent)", -6.402746040537586),
("minutehour", -5.149983072042218),
("Kaanum Pongalyear (latent)", -5.997280932429422),
("Maha Saptamiyear (latent)", -6.402746040537586),
-5.7145575478241595),
("<time-of-day> am|pmtomorrow", -5.7145575478241595),
("Yom Kippuryear (latent)", -6.407704728384105),
("<day-of-month> (ordinal)Tuesday", -6.00223962027594),
("<part-of-day> of <time>year (latent)", -6.407704728384105),
("minutehour", -5.154941759888737),
("Kaanum Pongalyear (latent)", -6.00223962027594),
("Maha Saptamiyear (latent)", -6.407704728384105),
("at <time-of-day>in|during the <part-of-day>",
-5.997280932429422),
("time-of-day (latent)tomorrow", -5.486455308663431),
("part of daysat <time-of-day>", -5.997280932429422),
-6.00223962027594),
("time-of-day (latent)tomorrow", -5.49141399650995),
("part of daysat <time-of-day>", -6.00223962027594),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-4.387843019995321),
("for <duration> from <time>December", -6.402746040537586),
("tomorrow<time-of-day> sharp|exactly", -6.402746040537586),
-4.39280170784184),
("for <duration> from <time>December", -6.407704728384105),
("tomorrow<time-of-day> sharp|exactly", -6.407704728384105),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.149983072042218),
-5.154941759888737),
("intersect by \",\", \"of\", \"from\" for yearhhhmm",
-5.149983072042218),
("time-of-day (latent)this <part-of-day>", -6.402746040537586),
("Pentecostyear (latent)", -6.402746040537586),
-5.154941759888737),
("time-of-day (latent)this <part-of-day>", -6.407704728384105),
("Pentecostyear (latent)", -6.407704728384105),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.149983072042218),
("<day-of-month> (ordinal)February", -6.402746040537586),
("Eid al-Fitryear (latent)", -5.486455308663431),
-5.154941759888737),
("<day-of-month> (ordinal)February", -6.407704728384105),
("Eid al-Fitryear (latent)", -5.49141399650995),
("Vasant Panchamiin|during <named-month>|year",
-6.402746040537586),
("Mondayin|during the <part-of-day>", -6.402746040537586),
("Chhathin|during <named-month>|year", -6.402746040537586),
("Diwaliin|during <named-month>|year", -6.402746040537586),
("Vaisakhiin|during <named-month>|year", -6.402746040537586),
("Guru Ravidass Jayantiyear (latent)", -5.149983072042218),
("Raksha Bandhanyear (latent)", -6.402746040537586),
("daysecond", -5.997280932429422),
-6.407704728384105),
("Mondayin|during the <part-of-day>", -6.407704728384105),
("Chhathin|during <named-month>|year", -6.407704728384105),
("Diwaliin|during <named-month>|year", -6.407704728384105),
("Vaisakhiin|during <named-month>|year", -6.407704728384105),
("Guru Ravidass Jayantiyear (latent)", -5.154941759888737),
("Raksha Bandhanyear (latent)", -6.407704728384105),
("daysecond", -6.00223962027594),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-5.997280932429422),
("Ashurayear (latent)", -6.402746040537586),
("Tuesdayin|during <named-month>|year", -6.402746040537586),
("Chinese New Yearyear (latent)", -6.402746040537586),
("tomorrowintersect", -6.402746040537586),
("Lag BaOmeryear (latent)", -6.402746040537586),
-6.00223962027594),
("Ashurayear (latent)", -6.407704728384105),
("Tuesdayin|during <named-month>|year", -6.407704728384105),
("Chinese New Yearyear (latent)", -6.407704728384105),
("tomorrowintersect", -6.407704728384105),
("Lag BaOmeryear (latent)", -6.407704728384105),
("last weekend of <named-month>year (latent)",
-6.402746040537586),
("Eid al-Adhayear (latent)", -4.2626798770413155),
("intersectin|during the <part-of-day>", -6.402746040537586),
("Palm Sundayyear (latent)", -6.402746040537586),
("Christmasat <time-of-day>", -6.402746040537586),
("Passoveryear (latent)", -6.402746040537586),
("Lazarus Saturdayyear (latent)", -6.402746040537586),
-6.407704728384105),
("Eid al-Adhayear (latent)", -4.267638564887834),
("intersectin|during the <part-of-day>", -6.407704728384105),
("Palm Sundayyear (latent)", -6.407704728384105),
("Christmasat <time-of-day>", -6.407704728384105),
("Passoveryear (latent)", -6.407704728384105),
("Lazarus Saturdayyear (latent)", -6.407704728384105),
("<day-of-month> (ordinal or number) <named-month>year (latent)",
-6.402746040537586),
("hhhmmon <day>", -5.486455308663431),
("Yom HaShoahyear (latent)", -5.997280932429422),
-6.407704728384105),
("hhhmmon <day>", -5.49141399650995),
("Yom HaShoahyear (latent)", -6.00223962027594),
("Thursday<datetime> - <datetime> (interval)",
-5.997280932429422),
-6.00223962027594),
("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
-6.402746040537586),
("Septemberyear (latent)", -5.997280932429422),
-6.407704728384105),
("Septemberyear (latent)", -6.00223962027594),
("Thursday<time-of-day> - <time-of-day> (interval)",
-4.8986686437613125),
("Halloweenyear (latent)", -6.402746040537586),
-4.903627331607831),
("Halloweenyear (latent)", -6.407704728384105),
("<ordinal> last <cycle> of <time>year (latent)",
-5.997280932429422),
-6.00223962027594),
("from <time-of-day> - <time-of-day> (interval)on <day>",
-5.709598859977641),
-5.7145575478241595),
("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
-6.402746040537586),
("at <time-of-day>intersect", -5.486455308663431),
("Rosh Hashanahyear (latent)", -5.709598859977641),
("Dhanterasyear (latent)", -6.402746040537586),
("Tu BiShvatyear (latent)", -6.402746040537586),
("<day-of-month> (ordinal)December", -5.709598859977641),
("Holiyear (latent)", -5.709598859977641),
-6.407704728384105),
("at <time-of-day>intersect", -5.49141399650995),
("Rosh Hashanahyear (latent)", -5.7145575478241595),
("Dhanterasyear (latent)", -6.407704728384105),
("Tu BiShvatyear (latent)", -6.407704728384105),
("<day-of-month> (ordinal)December", -5.7145575478241595),
("Holiyear (latent)", -5.7145575478241595),
("<time-of-day> - <time-of-day> (interval)tomorrow",
-6.402746040537586),
("Holika Dahanyear (latent)", -5.709598859977641),
-6.407704728384105),
("Holika Dahanyear (latent)", -5.7145575478241595),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.997280932429422),
("dayminute", -3.0528419532629814),
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("Jumu'atul-Widayear (latent)", -5.49141399650995),
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("absorption of , after named dayintersect",
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("intersectyear (latent)", -6.402746040537586),
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("intersectyear (latent)", -6.407704728384105),
("Orthodox Easter Sundayyear (latent)", -6.407704728384105),
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("intersecthhhmm", -6.00223962027594),
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("Boss's Dayyear (latent)", -5.997280932429422),
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("Boss's Dayyear (latent)", -6.00223962027594),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
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("Global Youth Service Dayyear (latent)", -6.402746040537586),
("Dhanterasin|during <named-month>|year", -6.402746040537586),
("Tisha B'Avyear (latent)", -6.402746040537586),
("Isra and Mi'rajyear (latent)", -5.486455308663431),
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("Global Youth Service Dayyear (latent)", -6.407704728384105),
("Dhanterasin|during <named-month>|year", -6.407704728384105),
("Tisha B'Avyear (latent)", -6.407704728384105),
("Isra and Mi'rajyear (latent)", -5.49141399650995),
("at <time-of-day>on <day>", -4.798266815950004),
("at <time-of-day>absorption of , after named day",
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-6.00223962027594),
("time-of-day (latent)<time> <part-of-day>",
-5.709598859977641),
("Christmasyear (latent)", -5.997280932429422),
("Naraka Chaturdashiyear (latent)", -5.997280932429422),
("Thai Pongalin|during <named-month>|year", -6.402746040537586),
("dayweek", -6.402746040537586),
("Easter Sundayyear (latent)", -5.709598859977641),
-5.7145575478241595),
("Christmasyear (latent)", -6.00223962027594),
("Naraka Chaturdashiyear (latent)", -6.00223962027594),
("Thai Pongalin|during <named-month>|year", -6.407704728384105),
("dayweek", -6.407704728384105),
("Easter Sundayyear (latent)", -5.7145575478241595),
("between <time-of-day> and <time-of-day> (interval)on <day>",
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("Labour Dayyear (latent)", -6.402746040537586),
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("King's Dayyear (latent)", -4.8986686437613125),
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("Labour Dayyear (latent)", -6.407704728384105),
("weekyear", -5.309092439715995),
("King's Dayyear (latent)", -4.903627331607831),
("hh:mmin|during the <part-of-day>", -5.49141399650995),
("<cycle> after|before <time><time-of-day> am|pm",
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("Hanukkahyear (latent)", -5.709598859977641),
("February<time> <part-of-day>", -6.402746040537586),
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("Hanukkahyear (latent)", -5.7145575478241595),
("February<time> <part-of-day>", -6.407704728384105),
("time-of-day (latent)in|during the <part-of-day>",
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("Great Lentyear (latent)", -6.402746040537586),
("tomorrowat <time-of-day>", -5.709598859977641),
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("Great Lentyear (latent)", -6.407704728384105),
("tomorrowat <time-of-day>", -5.7145575478241595),
("hhmm (latent)in|during the <part-of-day>",
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("Vaisakhiyear (latent)", -5.709598859977641),
-6.407704728384105),
("Vaisakhiyear (latent)", -5.7145575478241595),
("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
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("last <cycle> of <time>year (latent)", -5.709598859977641),
("at <time-of-day>tomorrow", -5.997280932429422),
("tomorrow<time-of-day> am|pm", -6.402746040537586),
-5.7145575478241595),
("last <cycle> of <time>year (latent)", -5.7145575478241595),
("at <time-of-day>tomorrow", -6.00223962027594),
("tomorrow<time-of-day> am|pm", -6.407704728384105),
("<named-month> <day-of-month> (non ordinal)year (latent)",
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("Diwaliyear (latent)", -6.402746040537586),
("between <time> and <time>on <day>", -5.997280932429422),
("Black Fridayyear (latent)", -5.997280932429422),
-6.407704728384105),
("Diwaliyear (latent)", -6.407704728384105),
("between <time> and <time>on <day>", -6.00223962027594),
("Black Fridayyear (latent)", -6.00223962027594),
("the <ordinal> last <cycle> of <time>year (latent)",
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-6.407704728384105),
("in|during the <part-of-day>at <time-of-day>",
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("Chhathyear (latent)", -5.997280932429422),
("Vasant Panchamiyear (latent)", -6.402746040537586),
("Rabindra Jayantiyear (latent)", -5.149983072042218),
("St Patrick's Dayyear (latent)", -6.402746040537586),
("Thursday<time> (timezone)", -6.402746040537586),
-6.407704728384105),
("Chhathyear (latent)", -6.00223962027594),
("Vasant Panchamiyear (latent)", -6.407704728384105),
("Rabindra Jayantiyear (latent)", -5.154941759888737),
("St Patrick's Dayyear (latent)", -6.407704728384105),
("Thursday<time> (timezone)", -6.407704728384105),
("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
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("<datetime> - <datetime> (interval)July", -5.997280932429422),
-6.407704728384105),
("<datetime> - <datetime> (interval)July", -6.00223962027594),
("on <day><named-month> <day-of-month> (non ordinal)",
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("Februaryintersect", -6.402746040537586),
("Mother's Dayyear (latent)", -6.402746040537586),
("Simchat Torahyear (latent)", -6.402746040537586),
("Victoria Dayyear (latent)", -5.997280932429422),
("minuteyear", -6.402746040537586)],
n = 462},
-5.7145575478241595),
("Februaryintersect", -6.407704728384105),
("Mother's Dayyear (latent)", -6.407704728384105),
("Simchat Torahyear (latent)", -6.407704728384105),
("Victoria Dayyear (latent)", -6.00223962027594),
("minuteyear", -6.407704728384105)],
n = 464},
koData =
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ClassData{prior = -0.9885268232816306, unseen = -6.728628613084702,
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HashMap.fromList
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("dayyear", -3.08984556512447),
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("minutemonth", -3.891820298110627),
("time-of-day (latent)Friday", -5.626421353498733),
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("Thursdayhh:mm", -5.117993812416755),
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("minutemonth", -3.8942183807946393),
("time-of-day (latent)Friday", -5.628819436182746),
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("Augustyear (latent)", -5.628819436182746),
("week-endin|during <named-month>|year", -6.0342845442909105),
("time-of-day (latent)Tuesday", -5.628819436182746),
("mm/dd<time-of-day> - <time-of-day> (interval)",
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("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
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("Sundayyear (latent)", -5.115595729732743),
("Christmasat <time-of-day>", -6.031886461606898),
("from|since|after <time>year (latent)", -4.933274172938788),
("hhhmmon <day>", -5.115595729732743),
("yesterday<time-of-day> am|pm", -6.031886461606898),
("<day-of-month> (ordinal)July", -5.338739281046952),
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("Sundayyear (latent)", -5.117993812416755),
("Christmasat <time-of-day>", -6.0342845442909105),
("from|since|after <time>year (latent)", -4.9356722556228005),
("hhhmmon <day>", -5.117993812416755),
("yesterday<time-of-day> am|pm", -6.0342845442909105),
("<day-of-month> (ordinal)July", -5.341137363730965),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
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("mm/ddyear (latent)", -6.031886461606898),
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("mm/ddyear (latent)", -6.0342845442909105),
("Thursday<time-of-day> - <time-of-day> (interval)",
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("in|during <named-month>|yearyear (latent)",
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("at <time-of-day>intersect", -5.115595729732743),
("hh:mmyear (latent)", -4.645592100487007),
("Holiyear (latent)", -6.031886461606898),
("until <time><time-of-day> am|pm", -6.031886461606898),
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("at <time-of-day>intersect", -5.117993812416755),
("hh:mmyear (latent)", -4.64799018317102),
("Holiyear (latent)", -6.0342845442909105),
("until <time><time-of-day> am|pm", -6.0342845442909105),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
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("dayminute", -3.169685580677429),
("yyyy-mm-ddhh:mm", -5.626421353498733),
("intersectfrom|since|after <time>", -5.626421353498733),
("intersectSeptember", -4.160084284705306),
("minuteday", -2.874886040456784),
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("dayminute", -3.172083663361442),
("yyyy-mm-ddhh:mm", -5.628819436182746),
("intersectfrom|since|after <time>", -5.628819436182746),
("intersectSeptember", -4.162482367389319),
("minuteday", -2.877284123140797),
("absorption of , after named dayintersect",
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("intersectyear (latent)", -6.031886461606898),
("Februaryin|during the <part-of-day>", -6.031886461606898),
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("intersectyear (latent)", -6.0342845442909105),
("Februaryin|during the <part-of-day>", -6.0342845442909105),
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("time-of-day (latent)July", -5.338739281046952),
("Saturdayyear (latent)", -6.031886461606898),
-6.0342845442909105),
("time-of-day (latent)July", -5.341137363730965),
("Saturdayyear (latent)", -6.0342845442909105),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
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("at <time-of-day>on <day>", -5.115595729732743),
("absorption of , after named daySeptember", -4.77912349311153),
("Naraka Chaturdashiyear (latent)", -6.031886461606898),
("from|since|after <time>on <day>", -5.115595729732743),
("dayweek", -6.031886461606898),
("Easter Sundayyear (latent)", -5.626421353498733),
("Thursday<time-of-day> am|pm", -4.77912349311153),
("weekyear", -5.626421353498733),
("time-of-day (latent)Thursday", -5.626421353498733),
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("at <time-of-day>on <day>", -5.117993812416755),
("absorption of , after named daySeptember",
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("Naraka Chaturdashiyear (latent)", -6.0342845442909105),
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("Thursday<time-of-day> am|pm", -4.7815215757955425),
("weekyear", -5.628819436182746),
("time-of-day (latent)Thursday", -5.628819436182746),
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("<day-of-month> (ordinal)April", -6.031886461606898),
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("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
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("intersect by \",\", \"of\", \"from\" for yearhh:mm",
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("absorption of , after named dayFebruary", -5.115595729732743),
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("Sundayfrom|since|after <time>", -6.0342845442909105),
("absorption of , after named dayFebruary", -5.117993812416755),
("time-of-day (latent)in|during the <part-of-day>",
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("July<integer> to|till|before <hour-of-day>",
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("tomorrowat <time-of-day>", -6.031886461606898),
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("tomorrowat <time-of-day>", -6.0342845442909105),
("daynograin", -5.628819436182746),
("<integer> to|till|before <hour-of-day>July",
-5.626421353498733),
("last <cycle> of <time>year (latent)", -5.626421353498733),
("tomorrow<time-of-day> am|pm", -6.031886461606898),
-5.628819436182746),
("last <cycle> of <time>year (latent)", -5.628819436182746),
("tomorrow<time-of-day> am|pm", -6.0342845442909105),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-5.338739281046952),
("Diwaliyear (latent)", -5.626421353498733),
-5.341137363730965),
("Diwaliyear (latent)", -5.628819436182746),
("<time-of-day> - <time-of-day> (interval)July",
-6.031886461606898),
("Fridayyear (latent)", -5.626421353498733),
("time-of-day (latent)April", -6.031886461606898),
("minuteyear", -3.834661884270678)],
-6.0342845442909105),
("Fridayyear (latent)", -5.628819436182746),
("time-of-day (latent)April", -6.0342845442909105),
("minuteyear", -3.837059966954691)],
n = 275}}),
("one eleven",
Classifier{okData =
@ -1574,15 +1584,15 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -0.1555233636392305,
unseen = -5.3612921657094255,
ClassData{prior = -0.15415067982725836,
unseen = -5.3706380281276624,
likelihoods =
HashMap.fromList
[("integer (numeric)", -2.8710105882431367e-2),
("intersect 2 numbers", -3.970291913552122)],
n = 208},
[("integer (numeric)", -2.8437935320533514e-2),
("intersect 2 numbers", -3.979681653901961)],
n = 210},
koData =
ClassData{prior = -1.9377133818511347,
ClassData{prior = -1.9459101490553135,
unseen = -3.6888794541139363,
likelihoods =
HashMap.fromList

View File

@ -83,10 +83,10 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.6246607664147893, unseen = -6.052089168924417,
likelihoods = HashMap.fromList [("", 0.0)], n = 423},
ClassData{prior = -0.6224722228900089, unseen = -6.056784013228625,
likelihoods = HashMap.fromList [("", 0.0)], n = 425},
koData =
ClassData{prior = -0.766671097406497, unseen = -5.910796644040527,
ClassData{prior = -0.7691995437598556, unseen = -5.910796644040527,
likelihoods = HashMap.fromList [("", 0.0)], n = 367}}),
("<year> (bc|ad)",
Classifier{okData =
@ -135,6 +135,13 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Karva Chauth",
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}}),
("Father's Day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
@ -555,18 +562,18 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("in|during <named-month>|year",
Classifier{okData =
ClassData{prior = -0.24512245803298496,
unseen = -3.7612001156935624,
ClassData{prior = -0.2336148511815052,
unseen = -3.8066624897703196,
likelihoods =
HashMap.fromList
[("<year> (bc|ad)", -1.9459101490553135),
("October", -3.044522437723423),
("year (latent)", -1.3397743454849977),
("year", -0.9650808960435872), ("March", -2.639057329615259),
("month", -2.3513752571634776)],
n = 18},
[("<year> (bc|ad)", -1.9924301646902063),
("October", -3.0910424533583156),
("year (latent)", -1.2992829841302609),
("year", -0.9509762898620451), ("March", -2.6855773452501515),
("month", -2.3978952727983707)],
n = 19},
koData =
ClassData{prior = -1.5260563034950494, unseen = -2.833213344056216,
ClassData{prior = -1.5686159179138452, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("October", -1.6739764335716716),
@ -854,437 +861,440 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.4875479388966451, unseen = -7.080026499922591,
ClassData{prior = -0.4858466265591245, unseen = -7.085064293952548,
likelihoods =
HashMap.fromList
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("Father's Dayyear (latent)", -6.386037214049723),
[("Navaratriyear (latent)", -6.3910792415379705),
("Father's Dayyear (latent)", -6.3910792415379705),
("Karva Chauthyear (latent)", -6.3910792415379705),
("<day-of-month> (ordinal)in|during the <part-of-day>",
-6.386037214049723),
("Ramadanyear (latent)", -5.469746482175568),
-6.3910792415379705),
("Ramadanyear (latent)", -5.474788509663815),
("<datetime> - <datetime> (interval)on <day>",
-4.999742852929832),
("Bhai Doojyear (latent)", -6.386037214049723),
("hourday", -4.371134193507458),
("dayhour", -3.4415982348832825),
-5.004784880418081),
("Bhai Doojyear (latent)", -6.3910792415379705),
("hourday", -4.376176220995706), ("dayhour", -3.44664026237153),
("<time-of-day> - <time-of-day> (interval)on <day>",
-4.999742852929832),
("Martin Luther King's Dayyear (latent)", -5.980572105941558),
("Shemini Atzeretyear (latent)", -6.386037214049723),
("daymonth", -4.371134193507458),
("monthday", -5.980572105941558),
("monthyear", -4.594277744821667),
("Yom Ha'atzmautyear (latent)", -6.386037214049723),
("Vijayadashamiyear (latent)", -6.386037214049723),
("Thanksgiving Dayyear (latent)", -5.287424925381613),
("Thai Pongalyear (latent)", -5.692890033489777),
("Thiru Onamyear (latent)", -5.692890033489777),
("hhhmmabsorption of , after named day", -6.386037214049723),
("Tuesdaythe <day-of-month> (ordinal)", -6.386037214049723),
-5.004784880418081),
("Martin Luther King's Dayyear (latent)", -5.985614133429807),
("Shemini Atzeretyear (latent)", -6.3910792415379705),
("daymonth", -4.376176220995706),
("monthday", -5.985614133429807),
("monthyear", -4.599319772309916),
("Yom Ha'atzmautyear (latent)", -6.3910792415379705),
("Vijayadashamiyear (latent)", -6.3910792415379705),
("Thanksgiving Dayyear (latent)", -5.292466952869861),
("Thai Pongalyear (latent)", -5.697932060978025),
("Thiru Onamyear (latent)", -5.697932060978025),
("hhhmmabsorption of , after named day", -6.3910792415379705),
("Tuesdaythe <day-of-month> (ordinal)", -6.3910792415379705),
("from <datetime> - <datetime> (interval)July",
-5.469746482175568),
("<day-of-month> (ordinal)Wednesday", -6.386037214049723),
("Krishna Janmashtamiyear (latent)", -5.980572105941558),
("Guru Gobind Singh Jayantiyear (latent)", -6.386037214049723),
("houryear", -5.469746482175568),
-5.474788509663815),
("<day-of-month> (ordinal)Wednesday", -6.3910792415379705),
("Krishna Janmashtamiyear (latent)", -5.985614133429807),
("Guru Gobind Singh Jayantiyear (latent)", -6.3910792415379705),
("houryear", -5.474788509663815),
("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-6.386037214049723),
("Christmas<time-of-day> am|pm", -6.386037214049723),
-6.3910792415379705),
("Christmas<time-of-day> am|pm", -6.3910792415379705),
("last <day-of-week> of <time>year (latent)",
-6.386037214049723),
-6.3910792415379705),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.692890033489777),
("intersectin|during <named-month>|year", -6.386037214049723),
("<time-of-day> am|pmintersect", -5.133274245554355),
("Earth Houryear (latent)", -6.386037214049723),
("Octoberyear (latent)", -4.881959817273449),
("intersect<time-of-day> am|pm", -6.386037214049723),
("Mattu Pongalyear (latent)", -6.386037214049723),
("Shavuotyear (latent)", -6.386037214049723),
("Parsi New Yearyear (latent)", -5.469746482175568),
-5.697932060978025),
("intersectin|during <named-month>|year", -6.3910792415379705),
("<time-of-day> am|pmintersect", -5.138316273042602),
("Earth Houryear (latent)", -6.3910792415379705),
("Octoberyear (latent)", -4.887001844761697),
("intersect<time-of-day> am|pm", -6.3910792415379705),
("Mattu Pongalyear (latent)", -6.3910792415379705),
("Shavuotyear (latent)", -6.3910792415379705),
("Parsi New Yearyear (latent)", -5.474788509663815),
("at <time-of-day>in|within|after <duration>",
-6.386037214049723),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.386037214049723),
("todayin|within|after <duration>", -6.386037214049723),
-6.3910792415379705),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.3910792415379705),
("todayin|within|after <duration>", -6.3910792415379705),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.980572105941558),
("Marchyear (latent)", -6.386037214049723),
-5.985614133429807),
("Marchyear (latent)", -6.3910792415379705),
("intersect by \",\", \"of\", \"from\", \"'s\"hhhmm",
-5.980572105941558),
("Sukkotyear (latent)", -5.980572105941558),
("hhhmmintersect", -5.980572105941558),
-5.985614133429807),
("Sukkotyear (latent)", -5.985614133429807),
("hhhmmintersect", -5.985614133429807),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-5.980572105941558),
("Clean Mondayyear (latent)", -5.980572105941558),
("monthhour", -5.980572105941558),
-5.985614133429807),
("Clean Mondayyear (latent)", -5.985614133429807),
("monthhour", -5.985614133429807),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.692890033489777),
("todayat <time-of-day>", -6.386037214049723),
("Thursday<time> timezone", -3.988141941251352),
("time-of-day (latent)tonight", -5.980572105941558),
("from|since|after <time>December", -6.386037214049723),
("dd/mm<time-of-day> am|pm", -6.386037214049723),
("<time-of-day> am|pmon <day>", -4.371134193507458),
-5.697932060978025),
("todayat <time-of-day>", -6.3910792415379705),
("Thursday<time> timezone", -3.9931839687396002),
("time-of-day (latent)tonight", -5.985614133429807),
("from|since|after <time>December", -6.3910792415379705),
("dd/mm<time-of-day> am|pm", -6.3910792415379705),
("<time-of-day> am|pmon <day>", -4.376176220995706),
("this <time>hh(:mm) - <time-of-day> am|pm",
-6.386037214049723),
("yyyy-mm-ddhh:mm:ss", -5.980572105941558),
("dayday", -3.6779870129475127),
("dd/mmat <time-of-day>", -6.386037214049723),
("<time> <part-of-day>at <time-of-day>", -6.386037214049723),
("tonightat <time-of-day>", -6.386037214049723),
-6.3910792415379705),
("yyyy-mm-ddhh:mm:ss", -5.985614133429807),
("dayday", -3.683029040435761),
("dd/mmat <time-of-day>", -6.3910792415379705),
("<time> <part-of-day>at <time-of-day>", -6.3910792415379705),
("tonightat <time-of-day>", -6.3910792415379705),
("<time-of-day> am|pmabsorption of , after named day",
-5.692890033489777),
-5.697932060978025),
("Dayananda Saraswati Jayantiyear (latent)",
-6.386037214049723),
("today<time-of-day> am|pm", -6.386037214049723),
("Februarythe <day-of-month> (ordinal)", -5.980572105941558),
("at <time-of-day><time> <part-of-day>", -6.386037214049723),
("<day-of-month> (ordinal)intersect", -5.980572105941558),
("hourhour", -4.306595672369887),
("Navaratriin|during <named-month>|year", -6.386037214049723),
("Wednesdaythis|last|next <cycle>", -6.386037214049723),
("Lentyear (latent)", -6.386037214049723),
-6.3910792415379705),
("today<time-of-day> am|pm", -6.3910792415379705),
("Februarythe <day-of-month> (ordinal)", -5.985614133429807),
("at <time-of-day><time> <part-of-day>", -6.3910792415379705),
("<day-of-month> (ordinal)intersect", -5.985614133429807),
("hourhour", -4.311637699858135),
("Navaratriin|during <named-month>|year", -6.3910792415379705),
("Wednesdaythis|last|next <cycle>", -6.3910792415379705),
("Lentyear (latent)", -6.3910792415379705),
("intersect<named-month> <day-of-month> (non ordinal)",
-4.514235037148131),
("Boghiyear (latent)", -6.386037214049723),
("dayyear", -1.9375208381070081),
("Thursdayfrom|since|after <time>", -5.980572105941558),
-4.51927706463638),
("Boghiyear (latent)", -6.3910792415379705),
("dayyear", -1.930934827600137),
("Karva Chauthin|during <named-month>|year",
-6.3910792415379705),
("Thursdayfrom|since|after <time>", -5.985614133429807),
("<time-of-day> o'clockin|during the <part-of-day>",
-6.386037214049723),
("Thursdayat <time-of-day>", -5.692890033489777),
("Islamic New Yearyear (latent)", -5.980572105941558),
("Laylat al-Qadryear (latent)", -5.469746482175568),
("Shrove Tuesdayyear (latent)", -6.386037214049723),
-6.3910792415379705),
("Thursdayat <time-of-day>", -5.697932060978025),
("Islamic New Yearyear (latent)", -5.985614133429807),
("Laylat al-Qadryear (latent)", -5.474788509663815),
("Shrove Tuesdayyear (latent)", -6.3910792415379705),
("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-5.692890033489777),
("<time-of-day> am|pmtomorrow", -5.692890033489777),
("Yom Kippuryear (latent)", -6.386037214049723),
("<day-of-month> (ordinal)Tuesday", -5.980572105941558),
("<part-of-day> of <time>year (latent)", -6.386037214049723),
("minutehour", -5.133274245554355),
("Kaanum Pongalyear (latent)", -5.980572105941558),
("Maha Saptamiyear (latent)", -6.386037214049723),
-5.697932060978025),
("<time-of-day> am|pmtomorrow", -5.697932060978025),
("Yom Kippuryear (latent)", -6.3910792415379705),
("<day-of-month> (ordinal)Tuesday", -5.985614133429807),
("<part-of-day> of <time>year (latent)", -6.3910792415379705),
("minutehour", -5.138316273042602),
("Kaanum Pongalyear (latent)", -5.985614133429807),
("Maha Saptamiyear (latent)", -6.3910792415379705),
("at <time-of-day>in|during the <part-of-day>",
-5.980572105941558),
("time-of-day (latent)tomorrow", -5.469746482175568),
("part of daysat <time-of-day>", -5.980572105941558),
-5.985614133429807),
("time-of-day (latent)tomorrow", -5.474788509663815),
("part of daysat <time-of-day>", -5.985614133429807),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-4.371134193507458),
("for <duration> from <time>December", -6.386037214049723),
("tomorrow<time-of-day> sharp|exactly", -6.386037214049723),
-4.376176220995706),
("for <duration> from <time>December", -6.3910792415379705),
("tomorrow<time-of-day> sharp|exactly", -6.3910792415379705),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.133274245554355),
-5.138316273042602),
("intersect by \",\", \"of\", \"from\" for yearhhhmm",
-5.133274245554355),
("time-of-day (latent)this <part-of-day>", -6.386037214049723),
("Pentecostyear (latent)", -6.386037214049723),
-5.138316273042602),
("time-of-day (latent)this <part-of-day>", -6.3910792415379705),
("Pentecostyear (latent)", -6.3910792415379705),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.133274245554355),
("<day-of-month> (ordinal)February", -6.386037214049723),
("Eid al-Fitryear (latent)", -5.469746482175568),
-5.138316273042602),
("<day-of-month> (ordinal)February", -6.3910792415379705),
("Eid al-Fitryear (latent)", -5.474788509663815),
("Vasant Panchamiin|during <named-month>|year",
-6.386037214049723),
("Mondayin|during the <part-of-day>", -6.386037214049723),
("Chhathin|during <named-month>|year", -6.386037214049723),
("Diwaliin|during <named-month>|year", -6.386037214049723),
("Vaisakhiin|during <named-month>|year", -6.386037214049723),
("Guru Ravidass Jayantiyear (latent)", -5.133274245554355),
("Raksha Bandhanyear (latent)", -6.386037214049723),
("daysecond", -5.980572105941558),
-6.3910792415379705),
("Mondayin|during the <part-of-day>", -6.3910792415379705),
("Chhathin|during <named-month>|year", -6.3910792415379705),
("Diwaliin|during <named-month>|year", -6.3910792415379705),
("Vaisakhiin|during <named-month>|year", -6.3910792415379705),
("Guru Ravidass Jayantiyear (latent)", -5.138316273042602),
("Raksha Bandhanyear (latent)", -6.3910792415379705),
("daysecond", -5.985614133429807),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-5.980572105941558),
("Ashurayear (latent)", -6.386037214049723),
("Tuesdayin|during <named-month>|year", -6.386037214049723),
("Chinese New Yearyear (latent)", -6.386037214049723),
("tomorrowintersect", -6.386037214049723),
("Lag BaOmeryear (latent)", -6.386037214049723),
-5.985614133429807),
("Ashurayear (latent)", -6.3910792415379705),
("Tuesdayin|during <named-month>|year", -6.3910792415379705),
("Chinese New Yearyear (latent)", -6.3910792415379705),
("tomorrowintersect", -6.3910792415379705),
("Lag BaOmeryear (latent)", -6.3910792415379705),
("last weekend of <named-month>year (latent)",
-6.386037214049723),
("Eid al-Adhayear (latent)", -4.245971050553452),
("intersectin|during the <part-of-day>", -6.386037214049723),
("Palm Sundayyear (latent)", -6.386037214049723),
("Christmasat <time-of-day>", -6.386037214049723),
("Passoveryear (latent)", -6.386037214049723),
("Lazarus Saturdayyear (latent)", -6.386037214049723),
-6.3910792415379705),
("Eid al-Adhayear (latent)", -4.2510130780417),
("intersectin|during the <part-of-day>", -6.3910792415379705),
("Palm Sundayyear (latent)", -6.3910792415379705),
("Christmasat <time-of-day>", -6.3910792415379705),
("Passoveryear (latent)", -6.3910792415379705),
("Lazarus Saturdayyear (latent)", -6.3910792415379705),
("<day-of-month> (ordinal or number) <named-month>year (latent)",
-6.386037214049723),
("hhhmmon <day>", -5.469746482175568),
("Yom HaShoahyear (latent)", -5.980572105941558),
-6.3910792415379705),
("hhhmmon <day>", -5.474788509663815),
("Yom HaShoahyear (latent)", -5.985614133429807),
("Thursday<datetime> - <datetime> (interval)",
-5.980572105941558),
-5.985614133429807),
("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
-6.386037214049723),
("Septemberyear (latent)", -5.980572105941558),
-6.3910792415379705),
("Septemberyear (latent)", -5.985614133429807),
("Thursday<time-of-day> - <time-of-day> (interval)",
-4.881959817273449),
("Halloweenyear (latent)", -6.386037214049723),
-4.887001844761697),
("Halloweenyear (latent)", -6.3910792415379705),
("<ordinal> last <cycle> of <time>year (latent)",
-5.980572105941558),
-5.985614133429807),
("from <time-of-day> - <time-of-day> (interval)on <day>",
-5.692890033489777),
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("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
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("Jumu'atul-Widayear (latent)", -5.474788509663815),
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("absorption of , after named dayintersect",
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("intersectyear (latent)", -6.386037214049723),
("Orthodox Easter Sundayyear (latent)", -6.386037214049723),
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("intersectyear (latent)", -6.3910792415379705),
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("intersecthhhmm", -5.985614133429807),
("the <day-of-month> (ordinal)in|during the <part-of-day>",
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("Mothering Sundayyear (latent)", -5.980572105941558),
("Boss's Dayyear (latent)", -5.980572105941558),
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("Mothering Sundayyear (latent)", -5.985614133429807),
("Boss's Dayyear (latent)", -5.985614133429807),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
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("Global Youth Service Dayyear (latent)", -6.386037214049723),
("Dhanterasin|during <named-month>|year", -6.386037214049723),
("Tisha B'Avyear (latent)", -6.386037214049723),
("Isra and Mi'rajyear (latent)", -5.469746482175568),
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("Dhanterasin|during <named-month>|year", -6.3910792415379705),
("Tisha B'Avyear (latent)", -6.3910792415379705),
("Isra and Mi'rajyear (latent)", -5.474788509663815),
("at <time-of-day>on <day>", -4.781641329103871),
("at <time-of-day>absorption of , after named day",
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("time-of-day (latent)<time> <part-of-day>",
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("Christmasyear (latent)", -5.980572105941558),
("Naraka Chaturdashiyear (latent)", -5.980572105941558),
("Thai Pongalin|during <named-month>|year", -6.386037214049723),
("dayweek", -6.386037214049723),
("Easter Sundayyear (latent)", -5.692890033489777),
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("Christmasyear (latent)", -5.985614133429807),
("Naraka Chaturdashiyear (latent)", -5.985614133429807),
("Thai Pongalin|during <named-month>|year",
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("dayweek", -6.3910792415379705),
("Easter Sundayyear (latent)", -5.697932060978025),
("between <time-of-day> and <time-of-day> (interval)on <day>",
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("weekyear", -5.287424925381613),
("King's Dayyear (latent)", -4.881959817273449),
("hh:mmin|during the <part-of-day>", -5.469746482175568),
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("weekyear", -5.292466952869861),
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("hh:mmin|during the <part-of-day>", -5.474788509663815),
("<cycle> after|before <time><time-of-day> am|pm",
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("Hanukkahyear (latent)", -5.692890033489777),
("February<time> <part-of-day>", -6.386037214049723),
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("Hanukkahyear (latent)", -5.697932060978025),
("February<time> <part-of-day>", -6.3910792415379705),
("time-of-day (latent)in|during the <part-of-day>",
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("Great Lentyear (latent)", -6.386037214049723),
("tomorrowat <time-of-day>", -5.692890033489777),
-6.3910792415379705),
("Great Lentyear (latent)", -6.3910792415379705),
("tomorrowat <time-of-day>", -5.697932060978025),
("hhmm (latent)in|during the <part-of-day>",
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("Vaisakhiyear (latent)", -5.692890033489777),
-6.3910792415379705),
("Vaisakhiyear (latent)", -5.697932060978025),
("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
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("last <cycle> of <time>year (latent)", -5.692890033489777),
("at <time-of-day>tomorrow", -5.980572105941558),
("tomorrow<time-of-day> am|pm", -6.386037214049723),
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("last <cycle> of <time>year (latent)", -5.697932060978025),
("at <time-of-day>tomorrow", -5.985614133429807),
("tomorrow<time-of-day> am|pm", -6.3910792415379705),
("<named-month> <day-of-month> (non ordinal)year (latent)",
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("Diwaliyear (latent)", -6.386037214049723),
("between <time> and <time>on <day>", -5.980572105941558),
("Black Fridayyear (latent)", -5.980572105941558),
-6.3910792415379705),
("Diwaliyear (latent)", -6.3910792415379705),
("between <time> and <time>on <day>", -5.985614133429807),
("Black Fridayyear (latent)", -5.985614133429807),
("the <ordinal> last <cycle> of <time>year (latent)",
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("in|during the <part-of-day>at <time-of-day>",
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("Chhathyear (latent)", -5.980572105941558),
("Vasant Panchamiyear (latent)", -6.386037214049723),
("Rabindra Jayantiyear (latent)", -5.133274245554355),
("St Patrick's Dayyear (latent)", -6.386037214049723),
("Thursday<time> (timezone)", -6.386037214049723),
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("Chhathyear (latent)", -5.985614133429807),
("Vasant Panchamiyear (latent)", -6.3910792415379705),
("Rabindra Jayantiyear (latent)", -5.138316273042602),
("St Patrick's Dayyear (latent)", -6.3910792415379705),
("Thursday<time> (timezone)", -6.3910792415379705),
("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
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("August Bank Holidayyear (latent)", -5.692890033489777),
("<datetime> - <datetime> (interval)July", -5.980572105941558),
-6.3910792415379705),
("August Bank Holidayyear (latent)", -5.697932060978025),
("<datetime> - <datetime> (interval)July", -5.985614133429807),
("on <day><named-month> <day-of-month> (non ordinal)",
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("Februaryintersect", -6.386037214049723),
("Simchat Torahyear (latent)", -6.386037214049723),
("minuteyear", -6.386037214049723)],
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("Februaryintersect", -6.3910792415379705),
("Simchat Torahyear (latent)", -6.3910792415379705),
("minuteyear", -6.3910792415379705)],
n = 454},
koData =
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ClassData{prior = -0.9549695864392665, unseen = -6.74993119378857,
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HashMap.fromList
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("intersecthh:mm", -6.055612366931734),
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("hournograin", -4.800501979518061),
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("hournograin", -4.802849398436366),
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("Octoberyear (latent)", -6.055612366931734),
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("todayat <time-of-day>", -6.053264948013429),
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("hourmonth", -4.183810190030142),
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("from|since|after <time><time-of-day> am|pm",
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("Mondayyear (latent)", -5.360117767453484),
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("dd/mmat <time-of-day>", -5.6477998399052645),
("on <day>September", -5.360117767453484),
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("time-of-day (latent)on <day>", -4.5491875512371545),
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("Mondayyear (latent)", -5.3624651863717885),
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("Thursdayat <time-of-day>", -4.443827035579329),
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("dayyear", -3.0351874807873713),
("New Year's Dayyear (latent)", -5.139321635057579),
("time-of-day (latent)Sunday", -5.650147258823569),
("Thursdayfrom|since|after <time>", -4.350864274693309),
("Thursdayat <time-of-day>", -4.446174454497633),
("<integer> to|till|before <hour-of-day>September",
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("hourminute", -5.360117767453484),
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("<day-of-month> (ordinal)Tuesday", -5.6477998399052645),
("minutemonth", -3.9131987845171583),
("time-of-day (latent)Friday", -5.6477998399052645),
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("time-of-day (latent)Tuesday", -5.6477998399052645),
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("Aprilyear (latent)", -6.055612366931734),
("the <day-of-month> (ordinal)July", -6.055612366931734),
("the <day-of-month> (number)July", -6.055612366931734),
("monthminute", -6.055612366931734),
("hourminute", -5.3624651863717885),
("<time-of-day> am|pmtomorrow", -6.055612366931734),
("Thursdayhh:mm", -5.139321635057579),
("<day-of-month> (ordinal)Tuesday", -5.650147258823569),
("minutemonth", -3.915546203435463),
("time-of-day (latent)Friday", -5.650147258823569),
("minutehour", -6.055612366931734),
("Augustyear (latent)", -5.650147258823569),
("week-endin|during <named-month>|year", -6.055612366931734),
("time-of-day (latent)Tuesday", -5.650147258823569),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
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-6.055612366931734),
("dd/mm<time-of-day> - <time-of-day> (interval)",
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("Sundayyear (latent)", -5.136974216139274),
("Christmasat <time-of-day>", -6.053264948013429),
("from|since|after <time>year (latent)", -4.954652659345319),
("dd/mmyear (latent)", -6.053264948013429),
("hhhmmon <day>", -5.136974216139274),
("yesterday<time-of-day> am|pm", -6.053264948013429),
("<day-of-month> (ordinal)July", -5.360117767453484),
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("Sundayyear (latent)", -5.139321635057579),
("Christmasat <time-of-day>", -6.055612366931734),
("from|since|after <time>year (latent)", -4.957000078263624),
("dd/mmyear (latent)", -6.055612366931734),
("hhhmmon <day>", -5.139321635057579),
("yesterday<time-of-day> am|pm", -6.055612366931734),
("<day-of-month> (ordinal)July", -5.3624651863717885),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
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-6.055612366931734),
("Thursday<time-of-day> - <time-of-day> (interval)",
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("in|during <named-month>|yearyear (latent)",
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("at <time-of-day>intersect", -5.136974216139274),
("hh:mmyear (latent)", -4.666970586893538),
("Holiyear (latent)", -6.053264948013429),
("until <time><time-of-day> am|pm", -6.053264948013429),
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("at <time-of-day>intersect", -5.139321635057579),
("hh:mmyear (latent)", -4.669318005811843),
("Holiyear (latent)", -6.055612366931734),
("until <time><time-of-day> am|pm", -6.055612366931734),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
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("dayminute", -3.1910640670839605),
("yyyy-mm-ddhh:mm", -5.6477998399052645),
("intersectfrom|since|after <time>", -5.6477998399052645),
("intersectSeptember", -4.181462771111837),
("minuteday", -2.8962645268633156),
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("dayminute", -3.1934114860022653),
("yyyy-mm-ddhh:mm", -5.650147258823569),
("intersectfrom|since|after <time>", -5.650147258823569),
("intersectSeptember", -4.183810190030142),
("minuteday", -2.8986119457816204),
("absorption of , after named dayintersect",
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("intersectyear (latent)", -6.053264948013429),
("Februaryin|during the <part-of-day>", -6.053264948013429),
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("intersectyear (latent)", -6.055612366931734),
("Februaryin|during the <part-of-day>", -6.055612366931734),
("<duration> after|before|from|past <time>December",
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("time-of-day (latent)July", -5.360117767453484),
("Saturdayyear (latent)", -6.053264948013429),
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("time-of-day (latent)July", -5.3624651863717885),
("Saturdayyear (latent)", -6.055612366931734),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
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("at <time-of-day>on <day>", -5.136974216139274),
("time-of-day (latent)<time-of-day> am|pm", -6.053264948013429),
-6.055612366931734),
("at <time-of-day>on <day>", -5.139321635057579),
("time-of-day (latent)<time-of-day> am|pm", -6.055612366931734),
("absorption of , after named daySeptember",
-4.800501979518061),
("Naraka Chaturdashiyear (latent)", -6.053264948013429),
("from|since|after <time>on <day>", -5.136974216139274),
("dayweek", -6.053264948013429),
("Easter Sundayyear (latent)", -5.6477998399052645),
("time-of-day (latent)at <time-of-day>", -5.360117767453484),
("Thursday<time-of-day> am|pm", -4.800501979518061),
("weekyear", -5.6477998399052645),
("time-of-day (latent)Thursday", -5.6477998399052645),
-4.802849398436366),
("Naraka Chaturdashiyear (latent)", -6.055612366931734),
("from|since|after <time>on <day>", -5.139321635057579),
("dayweek", -6.055612366931734),
("Easter Sundayyear (latent)", -5.650147258823569),
("time-of-day (latent)at <time-of-day>", -5.3624651863717885),
("Thursday<time-of-day> am|pm", -4.802849398436366),
("weekyear", -5.650147258823569),
("time-of-day (latent)Thursday", -5.650147258823569),
("<named-month> <day-of-month> (non ordinal)until <time>",
-6.053264948013429),
("<day-of-month> (ordinal)April", -6.053264948013429),
-6.055612366931734),
("<day-of-month> (ordinal)April", -6.055612366931734),
("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-5.6477998399052645),
-5.650147258823569),
("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-5.360117767453484),
("Sundayfrom|since|after <time>", -6.053264948013429),
("absorption of , after named dayFebruary", -5.136974216139274),
-5.3624651863717885),
("Sundayfrom|since|after <time>", -6.055612366931734),
("absorption of , after named dayFebruary", -5.139321635057579),
("time-of-day (latent)in|during the <part-of-day>",
-5.6477998399052645),
-5.650147258823569),
("July<integer> to|till|before <hour-of-day>",
-6.053264948013429),
("tomorrowat <time-of-day>", -6.053264948013429),
("daynograin", -5.6477998399052645),
-6.055612366931734),
("tomorrowat <time-of-day>", -6.055612366931734),
("daynograin", -5.650147258823569),
("<integer> to|till|before <hour-of-day>July",
-5.6477998399052645),
("last <cycle> of <time>year (latent)", -5.6477998399052645),
("tomorrow<time-of-day> am|pm", -6.053264948013429),
-5.650147258823569),
("last <cycle> of <time>year (latent)", -5.650147258823569),
("tomorrow<time-of-day> am|pm", -6.055612366931734),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-5.360117767453484),
("Diwaliyear (latent)", -5.6477998399052645),
-5.3624651863717885),
("Diwaliyear (latent)", -5.650147258823569),
("<time-of-day> - <time-of-day> (interval)July",
-6.053264948013429),
("Fridayyear (latent)", -5.6477998399052645),
("time-of-day (latent)April", -6.053264948013429),
("minuteyear", -3.8560403706772095)],
-6.055612366931734),
("Fridayyear (latent)", -5.650147258823569),
("time-of-day (latent)April", -6.055612366931734),
("minuteyear", -3.8583877895955143)],
n = 284}}),
("one eleven",
Classifier{okData =
@ -1567,15 +1577,15 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -0.16277142287116536,
unseen = -5.313205979041787,
ClassData{prior = -0.16126814759612226,
unseen = -5.3230099791384085,
likelihoods =
HashMap.fromList
[("integer (numeric)", -3.0153038170687558e-2),
("intersect 2 numbers", -3.9219733362813143)],
n = 198},
[("integer (numeric)", -2.985296314968116e-2),
("intersect 2 numbers", -3.9318256327243257)],
n = 200},
koData =
ClassData{prior = -1.8956903920762869,
ClassData{prior = -1.9042374526547454,
unseen = -3.6888794541139363,
likelihoods =
HashMap.fromList

View File

@ -83,10 +83,10 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.592360869030033, unseen = -6.025865973825314,
likelihoods = HashMap.fromList [("", 0.0)], n = 412},
ClassData{prior = -0.5901992113075029, unseen = -6.030685260261263,
likelihoods = HashMap.fromList [("", 0.0)], n = 414},
koData =
ClassData{prior = -0.8052417283991157, unseen = -5.814130531825066,
ClassData{prior = -0.8079226951523735, unseen = -5.814130531825066,
likelihoods = HashMap.fromList [("", 0.0)], n = 333}}),
("<year> (bc|ad)",
Classifier{okData =
@ -135,6 +135,13 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Karva Chauth",
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}}),
("<cycle> after|before <time>",
Classifier{okData =
ClassData{prior = -0.6931471805599453, unseen = -2.833213344056216,
@ -545,18 +552,18 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("in|during <named-month>|year",
Classifier{okData =
ClassData{prior = -0.24512245803298496,
unseen = -3.7612001156935624,
ClassData{prior = -0.2336148511815052,
unseen = -3.8066624897703196,
likelihoods =
HashMap.fromList
[("<year> (bc|ad)", -1.9459101490553135),
("October", -3.044522437723423),
("year (latent)", -1.3397743454849977),
("year", -0.9650808960435872), ("March", -2.639057329615259),
("month", -2.3513752571634776)],
n = 18},
[("<year> (bc|ad)", -1.9924301646902063),
("October", -3.0910424533583156),
("year (latent)", -1.2992829841302609),
("year", -0.9509762898620451), ("March", -2.6855773452501515),
("month", -2.3978952727983707)],
n = 19},
koData =
ClassData{prior = -1.5260563034950494, unseen = -2.833213344056216,
ClassData{prior = -1.5686159179138452, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("October", -1.6739764335716716),
@ -844,422 +851,418 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.4793561134569561, unseen = -7.046647277848756,
ClassData{prior = -0.4776275543563949, unseen = -7.051855622955894,
likelihoods =
HashMap.fromList
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[("Navaratriyear (latent)", -6.3578422665081),
("Karva Chauthyear (latent)", -6.3578422665081),
("<day-of-month> (ordinal)in|during the <part-of-day>",
-6.352629396319567),
("Ramadanyear (latent)", -5.436338664445412),
-6.3578422665081),
("Ramadanyear (latent)", -5.441551534633945),
("<datetime> - <datetime> (interval)on <day>",
-4.966335035199676),
("Bhai Doojyear (latent)", -6.352629396319567),
("hourday", -4.337726375777302),
("dayhour", -3.408190417153126),
-4.971547905388209),
("Bhai Doojyear (latent)", -6.3578422665081),
("hourday", -4.342939245965835),
("dayhour", -3.413403287341659),
("<time-of-day> - <time-of-day> (interval)on <day>",
-4.966335035199676),
("Martin Luther King's Dayyear (latent)", -5.947164288211402),
("Shemini Atzeretyear (latent)", -6.352629396319567),
("daymonth", -4.337726375777302),
("monthday", -5.947164288211402),
("monthyear", -4.560869927091511),
("Yom Ha'atzmautyear (latent)", -6.352629396319567),
("Vijayadashamiyear (latent)", -6.352629396319567),
("Thai Pongalyear (latent)", -5.659482215759621),
("Thiru Onamyear (latent)", -5.659482215759621),
("hhhmmabsorption of , after named day", -6.352629396319567),
("Tuesdaythe <day-of-month> (ordinal)", -6.352629396319567),
-4.971547905388209),
("Martin Luther King's Dayyear (latent)", -5.952377158399935),
("Shemini Atzeretyear (latent)", -6.3578422665081),
("daymonth", -4.342939245965835),
("monthday", -5.952377158399935),
("monthyear", -4.566082797280044),
("Yom Ha'atzmautyear (latent)", -6.3578422665081),
("Vijayadashamiyear (latent)", -6.3578422665081),
("Thai Pongalyear (latent)", -5.664695085948154),
("Thiru Onamyear (latent)", -5.664695085948154),
("hhhmmabsorption of , after named day", -6.3578422665081),
("Tuesdaythe <day-of-month> (ordinal)", -6.3578422665081),
("from <datetime> - <datetime> (interval)July",
-5.436338664445412),
("<day-of-month> (ordinal)Wednesday", -6.352629396319567),
("Krishna Janmashtamiyear (latent)", -5.947164288211402),
("Guru Gobind Singh Jayantiyear (latent)", -6.352629396319567),
("houryear", -5.436338664445412),
-5.441551534633945),
("<day-of-month> (ordinal)Wednesday", -6.3578422665081),
("Krishna Janmashtamiyear (latent)", -5.952377158399935),
("Guru Gobind Singh Jayantiyear (latent)", -6.3578422665081),
("houryear", -5.441551534633945),
("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-6.352629396319567),
("Christmas<time-of-day> am|pm", -6.352629396319567),
("last <day-of-week> of <time>year (latent)",
-6.352629396319567),
-6.3578422665081),
("Christmas<time-of-day> am|pm", -6.3578422665081),
("last <day-of-week> of <time>year (latent)", -6.3578422665081),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.659482215759621),
("intersectin|during <named-month>|year", -6.352629396319567),
("<time-of-day> am|pmintersect", -5.099866427824199),
("Earth Houryear (latent)", -6.352629396319567),
("Octoberyear (latent)", -4.848551999543292),
("intersect<time-of-day> am|pm", -6.352629396319567),
("Mattu Pongalyear (latent)", -6.352629396319567),
("Shavuotyear (latent)", -6.352629396319567),
("Parsi New Yearyear (latent)", -5.436338664445412),
-5.664695085948154),
("intersectin|during <named-month>|year", -6.3578422665081),
("<time-of-day> am|pmintersect", -5.105079298012732),
("Earth Houryear (latent)", -6.3578422665081),
("Octoberyear (latent)", -4.853764869731825),
("intersect<time-of-day> am|pm", -6.3578422665081),
("Mattu Pongalyear (latent)", -6.3578422665081),
("Shavuotyear (latent)", -6.3578422665081),
("Parsi New Yearyear (latent)", -5.441551534633945),
("at <time-of-day>in|within|after <duration>",
-6.352629396319567),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.352629396319567),
("todayin|within|after <duration>", -6.352629396319567),
-6.3578422665081),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.3578422665081),
("todayin|within|after <duration>", -6.3578422665081),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
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("Marchyear (latent)", -6.352629396319567),
-5.952377158399935),
("Marchyear (latent)", -6.3578422665081),
("intersect by \",\", \"of\", \"from\", \"'s\"hhhmm",
-5.947164288211402),
("Sukkotyear (latent)", -5.947164288211402),
("hhhmmintersect", -5.947164288211402),
-5.952377158399935),
("Sukkotyear (latent)", -5.952377158399935),
("hhhmmintersect", -5.952377158399935),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-5.947164288211402),
("Clean Mondayyear (latent)", -5.947164288211402),
("monthhour", -5.947164288211402),
-5.952377158399935),
("Clean Mondayyear (latent)", -5.952377158399935),
("monthhour", -5.952377158399935),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.659482215759621),
("todayat <time-of-day>", -6.352629396319567),
("Thursday<time> timezone", -3.954734123521196),
("time-of-day (latent)tonight", -5.947164288211402),
("from|since|after <time>December", -6.352629396319567),
("<time-of-day> am|pmon <day>", -4.337726375777302),
("this <time>hh(:mm) - <time-of-day> am|pm",
-6.352629396319567),
("yyyy-mm-ddhh:mm:ss", -5.947164288211402),
("dayday", -3.6445791952173563),
("<time> <part-of-day>at <time-of-day>", -6.352629396319567),
("tonightat <time-of-day>", -6.352629396319567),
-5.664695085948154),
("todayat <time-of-day>", -6.3578422665081),
("Thursday<time> timezone", -3.959946993709729),
("time-of-day (latent)tonight", -5.952377158399935),
("from|since|after <time>December", -6.3578422665081),
("<time-of-day> am|pmon <day>", -4.342939245965835),
("this <time>hh(:mm) - <time-of-day> am|pm", -6.3578422665081),
("yyyy-mm-ddhh:mm:ss", -5.952377158399935),
("dayday", -3.6497920654058897),
("<time> <part-of-day>at <time-of-day>", -6.3578422665081),
("tonightat <time-of-day>", -6.3578422665081),
("<time-of-day> am|pmabsorption of , after named day",
-5.659482215759621),
("Dayananda Saraswati Jayantiyear (latent)",
-6.352629396319567),
("today<time-of-day> am|pm", -6.352629396319567),
("Februarythe <day-of-month> (ordinal)", -5.947164288211402),
("at <time-of-day><time> <part-of-day>", -6.352629396319567),
("<day-of-month> (ordinal)intersect", -5.947164288211402),
("hourhour", -4.273187854639731),
("Navaratriin|during <named-month>|year", -6.352629396319567),
("Wednesdaythis|last|next <cycle>", -6.352629396319567),
("Lentyear (latent)", -6.352629396319567),
-5.664695085948154),
("Dayananda Saraswati Jayantiyear (latent)", -6.3578422665081),
("today<time-of-day> am|pm", -6.3578422665081),
("Februarythe <day-of-month> (ordinal)", -5.952377158399935),
("at <time-of-day><time> <part-of-day>", -6.3578422665081),
("<day-of-month> (ordinal)intersect", -5.952377158399935),
("hourhour", -4.278400724828264),
("Navaratriin|during <named-month>|year", -6.3578422665081),
("Wednesdaythis|last|next <cycle>", -6.3578422665081),
("Lentyear (latent)", -6.3578422665081),
("intersect<named-month> <day-of-month> (non ordinal)",
-4.480827219417975),
("Boghiyear (latent)", -6.352629396319567),
("dayyear", -1.970602761645685),
("Thursdayfrom|since|after <time>", -5.947164288211402),
-4.486040089606508),
("Boghiyear (latent)", -6.3578422665081),
("dayyear", -1.9633931118356607),
("Karva Chauthin|during <named-month>|year", -6.3578422665081),
("Thursdayfrom|since|after <time>", -5.952377158399935),
("<time-of-day> o'clockin|during the <part-of-day>",
-6.352629396319567),
("Thursdayat <time-of-day>", -5.659482215759621),
("Islamic New Yearyear (latent)", -5.947164288211402),
("Laylat al-Qadryear (latent)", -5.436338664445412),
("Shrove Tuesdayyear (latent)", -6.352629396319567),
-6.3578422665081),
("Thursdayat <time-of-day>", -5.664695085948154),
("Islamic New Yearyear (latent)", -5.952377158399935),
("Laylat al-Qadryear (latent)", -5.441551534633945),
("Shrove Tuesdayyear (latent)", -6.3578422665081),
("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-5.659482215759621),
("<time-of-day> am|pmtomorrow", -5.659482215759621),
("Yom Kippuryear (latent)", -6.352629396319567),
("<day-of-month> (ordinal)Tuesday", -5.947164288211402),
("<part-of-day> of <time>year (latent)", -6.352629396319567),
("minutehour", -5.099866427824199),
("Kaanum Pongalyear (latent)", -5.947164288211402),
("Maha Saptamiyear (latent)", -6.352629396319567),
-5.664695085948154),
("<time-of-day> am|pmtomorrow", -5.664695085948154),
("Yom Kippuryear (latent)", -6.3578422665081),
("<day-of-month> (ordinal)Tuesday", -5.952377158399935),
("<part-of-day> of <time>year (latent)", -6.3578422665081),
("minutehour", -5.105079298012732),
("Kaanum Pongalyear (latent)", -5.952377158399935),
("Maha Saptamiyear (latent)", -6.3578422665081),
("at <time-of-day>in|during the <part-of-day>",
-5.947164288211402),
("time-of-day (latent)tomorrow", -5.436338664445412),
("part of daysat <time-of-day>", -5.947164288211402),
-5.952377158399935),
("time-of-day (latent)tomorrow", -5.441551534633945),
("part of daysat <time-of-day>", -5.952377158399935),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-4.337726375777302),
("for <duration> from <time>December", -6.352629396319567),
("tomorrow<time-of-day> sharp|exactly", -6.352629396319567),
-4.342939245965835),
("for <duration> from <time>December", -6.3578422665081),
("tomorrow<time-of-day> sharp|exactly", -6.3578422665081),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.099866427824199),
-5.105079298012732),
("intersect by \",\", \"of\", \"from\" for yearhhhmm",
-5.099866427824199),
("time-of-day (latent)this <part-of-day>", -6.352629396319567),
("Pentecostyear (latent)", -6.352629396319567),
-5.105079298012732),
("time-of-day (latent)this <part-of-day>", -6.3578422665081),
("Pentecostyear (latent)", -6.3578422665081),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.099866427824199),
("<day-of-month> (ordinal)February", -6.352629396319567),
("Eid al-Fitryear (latent)", -5.436338664445412),
-5.105079298012732),
("<day-of-month> (ordinal)February", -6.3578422665081),
("Eid al-Fitryear (latent)", -5.441551534633945),
("Vasant Panchamiin|during <named-month>|year",
-6.352629396319567),
("Mondayin|during the <part-of-day>", -6.352629396319567),
("Chhathin|during <named-month>|year", -6.352629396319567),
("Diwaliin|during <named-month>|year", -6.352629396319567),
("Vaisakhiin|during <named-month>|year", -6.352629396319567),
("Guru Ravidass Jayantiyear (latent)", -5.099866427824199),
("Raksha Bandhanyear (latent)", -6.352629396319567),
("daysecond", -5.947164288211402),
-6.3578422665081),
("Mondayin|during the <part-of-day>", -6.3578422665081),
("Chhathin|during <named-month>|year", -6.3578422665081),
("Diwaliin|during <named-month>|year", -6.3578422665081),
("Vaisakhiin|during <named-month>|year", -6.3578422665081),
("Guru Ravidass Jayantiyear (latent)", -5.105079298012732),
("Raksha Bandhanyear (latent)", -6.3578422665081),
("daysecond", -5.952377158399935),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-5.947164288211402),
("Ashurayear (latent)", -6.352629396319567),
("Tuesdayin|during <named-month>|year", -6.352629396319567),
("Chinese New Yearyear (latent)", -6.352629396319567),
("tomorrowintersect", -6.352629396319567),
("Lag BaOmeryear (latent)", -6.352629396319567),
-5.952377158399935),
("Ashurayear (latent)", -6.3578422665081),
("Tuesdayin|during <named-month>|year", -6.3578422665081),
("Chinese New Yearyear (latent)", -6.3578422665081),
("tomorrowintersect", -6.3578422665081),
("Lag BaOmeryear (latent)", -6.3578422665081),
("last weekend of <named-month>year (latent)",
-6.352629396319567),
("Eid al-Adhayear (latent)", -4.212563232823296),
("intersectin|during the <part-of-day>", -6.352629396319567),
("Palm Sundayyear (latent)", -6.352629396319567),
("Christmasat <time-of-day>", -6.352629396319567),
("Passoveryear (latent)", -6.352629396319567),
("Lazarus Saturdayyear (latent)", -6.352629396319567),
-6.3578422665081),
("Eid al-Adhayear (latent)", -4.217776103011829),
("intersectin|during the <part-of-day>", -6.3578422665081),
("Palm Sundayyear (latent)", -6.3578422665081),
("Christmasat <time-of-day>", -6.3578422665081),
("Passoveryear (latent)", -6.3578422665081),
("Lazarus Saturdayyear (latent)", -6.3578422665081),
("<day-of-month> (ordinal or number) <named-month>year (latent)",
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("hhhmmon <day>", -5.436338664445412),
("Yom HaShoahyear (latent)", -5.947164288211402),
-6.3578422665081),
("hhhmmon <day>", -5.441551534633945),
("Yom HaShoahyear (latent)", -5.952377158399935),
("Thursday<datetime> - <datetime> (interval)",
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-5.952377158399935),
("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
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("Septemberyear (latent)", -5.947164288211402),
-6.3578422665081),
("Septemberyear (latent)", -5.952377158399935),
("Thursday<time-of-day> - <time-of-day> (interval)",
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("Halloweenyear (latent)", -6.352629396319567),
-4.853764869731825),
("Halloweenyear (latent)", -6.3578422665081),
("<ordinal> last <cycle> of <time>year (latent)",
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-5.952377158399935),
("from <time-of-day> - <time-of-day> (interval)on <day>",
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("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
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("at <time-of-day>intersect", -5.436338664445412),
("Rosh Hashanahyear (latent)", -5.659482215759621),
("Dhanterasyear (latent)", -6.352629396319567),
("Tu BiShvatyear (latent)", -6.352629396319567),
("<day-of-month> (ordinal)December", -5.659482215759621),
("Holiyear (latent)", -5.659482215759621),
-6.3578422665081),
("at <time-of-day>intersect", -5.441551534633945),
("Rosh Hashanahyear (latent)", -5.664695085948154),
("Dhanterasyear (latent)", -6.3578422665081),
("Tu BiShvatyear (latent)", -6.3578422665081),
("<day-of-month> (ordinal)December", -5.664695085948154),
("Holiyear (latent)", -5.664695085948154),
("<time-of-day> - <time-of-day> (interval)tomorrow",
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("Holika Dahanyear (latent)", -5.659482215759621),
-6.3578422665081),
("Holika Dahanyear (latent)", -5.664695085948154),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
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("dayminute", -3.0384433916470406),
("Mawlidyear (latent)", -6.352629396319567),
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("dayminute", -3.043656261835574),
("Mawlidyear (latent)", -6.3578422665081),
("from <datetime> - <datetime> (interval)on <day>",
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-5.952377158399935),
("<datetime> - <datetime> (interval)tomorrow",
-6.352629396319567),
("Jumu'atul-Widayear (latent)", -5.436338664445412),
("minuteday", -2.6149597780361984),
-6.3578422665081),
("Jumu'atul-Widayear (latent)", -5.441551534633945),
("minuteday", -2.6201726482247314),
("absorption of , after named dayintersect",
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("intersectyear (latent)", -6.352629396319567),
("Orthodox Easter Sundayyear (latent)", -6.352629396319567),
-5.664695085948154),
("intersectyear (latent)", -6.3578422665081),
("Orthodox Easter Sundayyear (latent)", -6.3578422665081),
("time-of-day (latent)in|within|after <duration>",
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("<ordinal> <cycle> of <time>year (latent)",
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("intersecthhhmm", -5.947164288211402),
-6.3578422665081),
("<ordinal> <cycle> of <time>year (latent)", -6.3578422665081),
("intersecthhhmm", -5.952377158399935),
("the <day-of-month> (ordinal)in|during the <part-of-day>",
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("Boss's Dayyear (latent)", -5.947164288211402),
-6.3578422665081),
("Boss's Dayyear (latent)", -5.952377158399935),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-6.352629396319567),
("Global Youth Service Dayyear (latent)", -6.352629396319567),
("Dhanterasin|during <named-month>|year", -6.352629396319567),
("Tisha B'Avyear (latent)", -6.352629396319567),
("Isra and Mi'rajyear (latent)", -5.436338664445412),
("at <time-of-day>on <day>", -4.743191483885466),
-6.3578422665081),
("Global Youth Service Dayyear (latent)", -6.3578422665081),
("Dhanterasin|during <named-month>|year", -6.3578422665081),
("Tisha B'Avyear (latent)", -6.3578422665081),
("Isra and Mi'rajyear (latent)", -5.441551534633945),
("at <time-of-day>on <day>", -4.748404354073999),
("at <time-of-day>absorption of , after named day",
-5.947164288211402),
-5.952377158399935),
("time-of-day (latent)<time> <part-of-day>",
-5.659482215759621),
("Christmasyear (latent)", -5.947164288211402),
("Naraka Chaturdashiyear (latent)", -5.947164288211402),
("Thai Pongalin|during <named-month>|year", -6.352629396319567),
("dayweek", -6.352629396319567),
("Easter Sundayyear (latent)", -5.659482215759621),
-5.664695085948154),
("Christmasyear (latent)", -5.952377158399935),
("Naraka Chaturdashiyear (latent)", -5.952377158399935),
("Thai Pongalin|during <named-month>|year", -6.3578422665081),
("dayweek", -6.3578422665081),
("Easter Sundayyear (latent)", -5.664695085948154),
("between <time-of-day> and <time-of-day> (interval)on <day>",
-5.947164288211402),
("weekyear", -5.254017107651457),
("King's Dayyear (latent)", -4.848551999543292),
("hh:mmin|during the <part-of-day>", -5.436338664445412),
-5.952377158399935),
("weekyear", -5.25922997783999),
("King's Dayyear (latent)", -4.853764869731825),
("hh:mmin|during the <part-of-day>", -5.441551534633945),
("<cycle> after|before <time><time-of-day> am|pm",
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("Hanukkahyear (latent)", -5.659482215759621),
("February<time> <part-of-day>", -6.352629396319567),
-5.952377158399935),
("Hanukkahyear (latent)", -5.664695085948154),
("February<time> <part-of-day>", -6.3578422665081),
("time-of-day (latent)in|during the <part-of-day>",
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("Great Lentyear (latent)", -6.352629396319567),
("tomorrowat <time-of-day>", -5.659482215759621),
("hhmm (latent)in|during the <part-of-day>",
-6.352629396319567),
("Vaisakhiyear (latent)", -5.659482215759621),
-6.3578422665081),
("Great Lentyear (latent)", -6.3578422665081),
("tomorrowat <time-of-day>", -5.664695085948154),
("hhmm (latent)in|during the <part-of-day>", -6.3578422665081),
("Vaisakhiyear (latent)", -5.664695085948154),
("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-5.659482215759621),
("last <cycle> of <time>year (latent)", -5.659482215759621),
("at <time-of-day>tomorrow", -5.947164288211402),
("tomorrow<time-of-day> am|pm", -6.352629396319567),
-5.664695085948154),
("last <cycle> of <time>year (latent)", -5.664695085948154),
("at <time-of-day>tomorrow", -5.952377158399935),
("tomorrow<time-of-day> am|pm", -6.3578422665081),
("<named-month> <day-of-month> (non ordinal)year (latent)",
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("Diwaliyear (latent)", -6.352629396319567),
("between <time> and <time>on <day>", -5.947164288211402),
("Black Fridayyear (latent)", -5.947164288211402),
-6.3578422665081),
("Diwaliyear (latent)", -6.3578422665081),
("between <time> and <time>on <day>", -5.952377158399935),
("Black Fridayyear (latent)", -5.952377158399935),
("the <ordinal> last <cycle> of <time>year (latent)",
-6.352629396319567),
-6.3578422665081),
("in|during the <part-of-day>at <time-of-day>",
-6.352629396319567),
("Chhathyear (latent)", -5.947164288211402),
("Vasant Panchamiyear (latent)", -6.352629396319567),
("Rabindra Jayantiyear (latent)", -5.099866427824199),
("St Patrick's Dayyear (latent)", -6.352629396319567),
("Thursday<time> (timezone)", -6.352629396319567),
-6.3578422665081),
("Chhathyear (latent)", -5.952377158399935),
("Vasant Panchamiyear (latent)", -6.3578422665081),
("Rabindra Jayantiyear (latent)", -5.105079298012732),
("St Patrick's Dayyear (latent)", -6.3578422665081),
("Thursday<time> (timezone)", -6.3578422665081),
("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-6.352629396319567),
("<datetime> - <datetime> (interval)July", -5.947164288211402),
-6.3578422665081),
("<datetime> - <datetime> (interval)July", -5.952377158399935),
("on <day><named-month> <day-of-month> (non ordinal)",
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("Februaryintersect", -6.352629396319567),
("Simchat Torahyear (latent)", -6.352629396319567),
("minuteyear", -6.352629396319567)],
n = 439},
-5.664695085948154),
("Februaryintersect", -6.3578422665081),
("Simchat Torahyear (latent)", -6.3578422665081),
("minuteyear", -6.3578422665081)],
n = 441},
koData =
ClassData{prior = -0.9654335675337526, unseen = -6.698268054115413,
ClassData{prior = -0.968250470804866, unseen = -6.70073110954781,
likelihoods =
HashMap.fromList
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("hourday", -3.6059917943081685),
[("Thursdayhhhmm", -4.502275762825459),
("hourday", -3.608457886803362),
("<hour-of-day> <integer><time-of-day> am|pm",
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("<day-of-month> (ordinal)August", -6.003887067106539),
("dayhour", -3.4389377096450024),
("<time> timezoneyear (latent)", -5.310739886546594),
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("<day-of-month> (ordinal)August", -6.0063531596017325),
("dayhour", -3.441403802140196),
("<time> timezoneyear (latent)", -5.313205979041787),
("<time-of-day> - <time-of-day> (interval)on <day>",
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("Tuesdayfrom|since|after <time>", -5.310739886546594),
("daymonth", -3.3297384176800104),
("monthyear", -4.751124098611172),
("<time-of-day> am|pmyear (latent)", -5.310739886546594),
("Thai Pongalyear (latent)", -5.310739886546594),
("intersecthh:mm", -6.003887067106539),
-5.090062427727577),
("Tuesdayfrom|since|after <time>", -5.313205979041787),
("daymonth", -3.332204510175204),
("monthyear", -4.7535901911063645),
("<time-of-day> am|pmyear (latent)", -5.313205979041787),
("Thai Pongalyear (latent)", -5.313205979041787),
("intersecthh:mm", -6.0063531596017325),
("from <datetime> - <datetime> (interval)July",
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("<day-of-month> (ordinal)Wednesday", -6.003887067106539),
("houryear", -4.617592705986649),
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("<day-of-month> (ordinal)Wednesday", -6.0063531596017325),
("houryear", -4.620058798481842),
("from <time-of-day> - <time-of-day> (interval)July",
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("<day-of-month> (ordinal)October", -6.003887067106539),
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("<day-of-month> (ordinal)October", -6.0063531596017325),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
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("hournograin", -4.751124098611172),
("<time-of-day> am|pmintersect", -4.751124098611172),
("Octoberyear (latent)", -6.003887067106539),
-5.313205979041787),
("hournograin", -4.7535901911063645),
("<time-of-day> am|pmintersect", -4.7535901911063645),
("Octoberyear (latent)", -6.0063531596017325),
("time-of-day (latent)intersect by \",\", \"of\", \"from\", \"'s\"",
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("until <time>on <day>", -5.310739886546594),
("time-of-day (latent)intersect", -5.310739886546594),
("todayin <number> (implicit minutes)", -6.003887067106539),
-5.600888051493568),
("until <time>on <day>", -5.313205979041787),
("time-of-day (latent)intersect", -5.313205979041787),
("todayin <number> (implicit minutes)", -6.0063531596017325),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
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("about|exactly <time-of-day>year (latent)",
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("hh:mmon <day>", -4.751124098611172),
("hhhmmintersect", -5.598421958998375),
("absorption of , after named dayJuly", -5.0875963352323845),
("from|since|after <time>July", -5.598421958998375),
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("hh:mmon <day>", -4.7535901911063645),
("hhhmmintersect", -5.600888051493568),
("absorption of , after named dayJuly", -5.090062427727577),
("from|since|after <time>July", -5.600888051493568),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
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("Clean Mondayyear (latent)", -6.003887067106539),
("monthhour", -6.003887067106539),
-5.090062427727577),
("Clean Mondayyear (latent)", -6.0063531596017325),
("monthhour", -6.0063531596017325),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
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("hourmonth", -4.132084890204948),
("todayat <time-of-day>", -6.003887067106539),
("hhhmmyear (latent)", -4.751124098611172),
("from|since|after <time>December", -6.003887067106539),
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("hourmonth", -4.134550982700141),
("todayat <time-of-day>", -6.0063531596017325),
("hhhmmyear (latent)", -4.7535901911063645),
("from|since|after <time>December", -6.0063531596017325),
("from|since|after <time><time-of-day> am|pm",
-6.003887067106539),
("<time-of-day> am|pmon <day>", -4.751124098611172),
("Mondayyear (latent)", -5.310739886546594),
("dayday", -4.617592705986649),
("on <day>September", -5.310739886546594),
("time-of-day (latent)September", -5.598421958998375),
("hourhour", -5.598421958998375),
("time-of-day (latent)on <day>", -4.499809670330265),
("Thursdaydd/mm", -6.003887067106539),
-6.0063531596017325),
("<time-of-day> am|pmon <day>", -4.7535901911063645),
("Mondayyear (latent)", -5.313205979041787),
("dayday", -4.620058798481842),
("on <day>September", -5.313205979041787),
("time-of-day (latent)September", -5.600888051493568),
("hourhour", -5.600888051493568),
("time-of-day (latent)on <day>", -4.502275762825459),
("Thursdaydd/mm", -6.0063531596017325),
("time-of-day (latent)<cycle> after|before <time>",
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("dayyear", -3.0861163350222602),
("New Year's Dayyear (latent)", -5.0875963352323845),
("time-of-day (latent)Sunday", -5.598421958998375),
("Thursdayfrom|since|after <time>", -4.2991389748681135),
("Thursdayat <time-of-day>", -4.394449154672439),
-5.600888051493568),
("dayyear", -3.0885824275174536),
("New Year's Dayyear (latent)", -5.090062427727577),
("time-of-day (latent)Sunday", -5.600888051493568),
("Thursdayfrom|since|after <time>", -4.301605067363307),
("Thursdayat <time-of-day>", -4.396915247167632),
("<integer> to|till|before <hour-of-day>September",
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("Aprilyear (latent)", -6.003887067106539),
("the <day-of-month> (ordinal)July", -6.003887067106539),
("the <day-of-month> (number)July", -6.003887067106539),
("monthminute", -6.003887067106539),
("<time-of-day> am|pmtomorrow", -6.003887067106539),
("Thursdayhh:mm", -5.0875963352323845),
("<day-of-month> (ordinal)Tuesday", -5.598421958998375),
("minutemonth", -3.8638209036102684),
("time-of-day (latent)Friday", -5.598421958998375),
("minutehour", -6.003887067106539),
("Augustyear (latent)", -5.598421958998375),
("week-endin|during <named-month>|year", -6.003887067106539),
("time-of-day (latent)Tuesday", -5.598421958998375),
-6.0063531596017325),
("Aprilyear (latent)", -6.0063531596017325),
("the <day-of-month> (ordinal)July", -6.0063531596017325),
("the <day-of-month> (number)July", -6.0063531596017325),
("monthminute", -6.0063531596017325),
("<time-of-day> am|pmtomorrow", -6.0063531596017325),
("Thursdayhh:mm", -5.090062427727577),
("<day-of-month> (ordinal)Tuesday", -5.600888051493568),
("minutemonth", -3.866286996105462),
("time-of-day (latent)Friday", -5.600888051493568),
("minutehour", -6.0063531596017325),
("Augustyear (latent)", -5.600888051493568),
("week-endin|during <named-month>|year", -6.0063531596017325),
("time-of-day (latent)Tuesday", -5.600888051493568),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-6.003887067106539),
("Sundayyear (latent)", -5.0875963352323845),
("Christmasat <time-of-day>", -6.003887067106539),
("from|since|after <time>year (latent)", -4.90527477843843),
("hhhmmon <day>", -5.0875963352323845),
("yesterday<time-of-day> am|pm", -6.003887067106539),
("<day-of-month> (ordinal)July", -5.310739886546594),
-6.0063531596017325),
("Sundayyear (latent)", -5.090062427727577),
("Christmasat <time-of-day>", -6.0063531596017325),
("from|since|after <time>year (latent)", -4.907740870933623),
("hhhmmon <day>", -5.090062427727577),
("yesterday<time-of-day> am|pm", -6.0063531596017325),
("<day-of-month> (ordinal)July", -5.313205979041787),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-6.003887067106539),
-6.0063531596017325),
("Thursday<time-of-day> - <time-of-day> (interval)",
-6.003887067106539),
-6.0063531596017325),
("in|during <named-month>|yearyear (latent)",
-6.003887067106539),
("at <time-of-day>intersect", -5.0875963352323845),
("hh:mmyear (latent)", -4.617592705986649),
("Holiyear (latent)", -6.003887067106539),
("until <time><time-of-day> am|pm", -6.003887067106539),
-6.0063531596017325),
("at <time-of-day>intersect", -5.090062427727577),
("hh:mmyear (latent)", -4.620058798481842),
("Holiyear (latent)", -6.0063531596017325),
("until <time><time-of-day> am|pm", -6.0063531596017325),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.598421958998375),
("dayminute", -3.170673723050323),
("yyyy-mm-ddhh:mm", -5.598421958998375),
("intersectfrom|since|after <time>", -5.598421958998375),
("intersectSeptember", -4.132084890204948),
("minuteday", -2.8468866459564257),
-5.600888051493568),
("dayminute", -3.173139815545517),
("yyyy-mm-ddhh:mm", -5.600888051493568),
("intersectfrom|since|after <time>", -5.600888051493568),
("intersectSeptember", -4.134550982700141),
("minuteday", -2.8493527384516195),
("absorption of , after named dayintersect",
-6.003887067106539),
("intersectyear (latent)", -6.003887067106539),
("Februaryin|during the <part-of-day>", -6.003887067106539),
-6.0063531596017325),
("intersectyear (latent)", -6.0063531596017325),
("Februaryin|during the <part-of-day>", -6.0063531596017325),
("<duration> after|before|from|past <time>December",
-6.003887067106539),
("time-of-day (latent)July", -5.310739886546594),
("Saturdayyear (latent)", -6.003887067106539),
-6.0063531596017325),
("time-of-day (latent)July", -5.313205979041787),
("Saturdayyear (latent)", -6.0063531596017325),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-6.003887067106539),
("at <time-of-day>on <day>", -5.0875963352323845),
-6.0063531596017325),
("at <time-of-day>on <day>", -5.090062427727577),
("absorption of , after named daySeptember",
-4.751124098611172),
("Naraka Chaturdashiyear (latent)", -6.003887067106539),
("from|since|after <time>on <day>", -5.0875963352323845),
("dayweek", -6.003887067106539),
("Easter Sundayyear (latent)", -5.598421958998375),
("Thursday<time-of-day> am|pm", -4.751124098611172),
("weekyear", -5.598421958998375),
("time-of-day (latent)Thursday", -5.598421958998375),
-4.7535901911063645),
("Naraka Chaturdashiyear (latent)", -6.0063531596017325),
("from|since|after <time>on <day>", -5.090062427727577),
("dayweek", -6.0063531596017325),
("Easter Sundayyear (latent)", -5.600888051493568),
("Thursday<time-of-day> am|pm", -4.7535901911063645),
("weekyear", -5.600888051493568),
("time-of-day (latent)Thursday", -5.600888051493568),
("<named-month> <day-of-month> (non ordinal)until <time>",
-6.003887067106539),
("<day-of-month> (ordinal)April", -6.003887067106539),
-6.0063531596017325),
("<day-of-month> (ordinal)April", -6.0063531596017325),
("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-5.598421958998375),
-5.600888051493568),
("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-5.310739886546594),
("Sundayfrom|since|after <time>", -6.003887067106539),
("absorption of , after named dayFebruary",
-5.0875963352323845),
-5.313205979041787),
("Sundayfrom|since|after <time>", -6.0063531596017325),
("absorption of , after named dayFebruary", -5.090062427727577),
("time-of-day (latent)in|during the <part-of-day>",
-5.598421958998375),
-5.600888051493568),
("July<integer> to|till|before <hour-of-day>",
-6.003887067106539),
("tomorrowat <time-of-day>", -6.003887067106539),
("daynograin", -5.598421958998375),
-6.0063531596017325),
("tomorrowat <time-of-day>", -6.0063531596017325),
("daynograin", -5.600888051493568),
("<integer> to|till|before <hour-of-day>July",
-5.598421958998375),
("last <cycle> of <time>year (latent)", -5.598421958998375),
("tomorrow<time-of-day> am|pm", -6.003887067106539),
-5.600888051493568),
("last <cycle> of <time>year (latent)", -5.600888051493568),
("tomorrow<time-of-day> am|pm", -6.0063531596017325),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-5.310739886546594),
("Diwaliyear (latent)", -5.598421958998375),
-5.313205979041787),
("Diwaliyear (latent)", -5.600888051493568),
("<time-of-day> - <time-of-day> (interval)July",
-6.003887067106539),
("Fridayyear (latent)", -5.598421958998375),
("time-of-day (latent)April", -6.003887067106539),
("minuteyear", -3.8066624897703196)],
-6.0063531596017325),
("Fridayyear (latent)", -5.600888051493568),
("time-of-day (latent)April", -6.0063531596017325),
("minuteyear", -3.8091285822655134)],
n = 270}}),
("one eleven",
Classifier{okData =
@ -1535,15 +1538,15 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -0.1670540846631662,
unseen = -5.2574953720277815,
ClassData{prior = -0.16542475640047638,
unseen = -5.267858159063328,
likelihoods =
HashMap.fromList
[("integer (numeric)", -3.1917602968305085e-2),
("intersect 2 numbers", -3.865979066926739)],
n = 187},
[("integer (numeric)", -3.158157205029893e-2),
("intersect 2 numbers", -3.876395827784995)],
n = 189},
koData =
ClassData{prior = -1.8718021769015913,
ClassData{prior = -1.8808112468439573,
unseen = -3.6635616461296463,
likelihoods =
HashMap.fromList

View File

@ -83,10 +83,10 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.592360869030033, unseen = -6.025865973825314,
likelihoods = HashMap.fromList [("", 0.0)], n = 412},
ClassData{prior = -0.5901992113075029, unseen = -6.030685260261263,
likelihoods = HashMap.fromList [("", 0.0)], n = 414},
koData =
ClassData{prior = -0.8052417283991157, unseen = -5.814130531825066,
ClassData{prior = -0.8079226951523735, unseen = -5.814130531825066,
likelihoods = HashMap.fromList [("", 0.0)], n = 333}}),
("<year> (bc|ad)",
Classifier{okData =
@ -135,6 +135,13 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Karva Chauth",
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}}),
("<cycle> after|before <time>",
Classifier{okData =
ClassData{prior = -0.6931471805599453, unseen = -2.833213344056216,
@ -545,18 +552,18 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("in|during <named-month>|year",
Classifier{okData =
ClassData{prior = -0.24512245803298496,
unseen = -3.7612001156935624,
ClassData{prior = -0.2336148511815052,
unseen = -3.8066624897703196,
likelihoods =
HashMap.fromList
[("<year> (bc|ad)", -1.9459101490553135),
("October", -3.044522437723423),
("year (latent)", -1.3397743454849977),
("year", -0.9650808960435872), ("March", -2.639057329615259),
("month", -2.3513752571634776)],
n = 18},
[("<year> (bc|ad)", -1.9924301646902063),
("October", -3.0910424533583156),
("year (latent)", -1.2992829841302609),
("year", -0.9509762898620451), ("March", -2.6855773452501515),
("month", -2.3978952727983707)],
n = 19},
koData =
ClassData{prior = -1.5260563034950494, unseen = -2.833213344056216,
ClassData{prior = -1.5686159179138452, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("October", -1.6739764335716716),
@ -844,422 +851,418 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.4793561134569561, unseen = -7.046647277848756,
ClassData{prior = -0.4776275543563949, unseen = -7.051855622955894,
likelihoods =
HashMap.fromList
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[("Navaratriyear (latent)", -6.3578422665081),
("Karva Chauthyear (latent)", -6.3578422665081),
("<day-of-month> (ordinal)in|during the <part-of-day>",
-6.352629396319567),
("Ramadanyear (latent)", -5.436338664445412),
-6.3578422665081),
("Ramadanyear (latent)", -5.441551534633945),
("<datetime> - <datetime> (interval)on <day>",
-4.966335035199676),
("Bhai Doojyear (latent)", -6.352629396319567),
("hourday", -4.337726375777302),
("dayhour", -3.408190417153126),
-4.971547905388209),
("Bhai Doojyear (latent)", -6.3578422665081),
("hourday", -4.342939245965835),
("dayhour", -3.413403287341659),
("<time-of-day> - <time-of-day> (interval)on <day>",
-4.966335035199676),
("Martin Luther King's Dayyear (latent)", -5.947164288211402),
("Shemini Atzeretyear (latent)", -6.352629396319567),
("daymonth", -4.337726375777302),
("monthday", -5.947164288211402),
("monthyear", -4.560869927091511),
("Yom Ha'atzmautyear (latent)", -6.352629396319567),
("Vijayadashamiyear (latent)", -6.352629396319567),
("Thai Pongalyear (latent)", -5.659482215759621),
("Thiru Onamyear (latent)", -5.659482215759621),
("hhhmmabsorption of , after named day", -6.352629396319567),
("Tuesdaythe <day-of-month> (ordinal)", -6.352629396319567),
-4.971547905388209),
("Martin Luther King's Dayyear (latent)", -5.952377158399935),
("Shemini Atzeretyear (latent)", -6.3578422665081),
("daymonth", -4.342939245965835),
("monthday", -5.952377158399935),
("monthyear", -4.566082797280044),
("Yom Ha'atzmautyear (latent)", -6.3578422665081),
("Vijayadashamiyear (latent)", -6.3578422665081),
("Thai Pongalyear (latent)", -5.664695085948154),
("Thiru Onamyear (latent)", -5.664695085948154),
("hhhmmabsorption of , after named day", -6.3578422665081),
("Tuesdaythe <day-of-month> (ordinal)", -6.3578422665081),
("from <datetime> - <datetime> (interval)July",
-5.436338664445412),
("<day-of-month> (ordinal)Wednesday", -6.352629396319567),
("Krishna Janmashtamiyear (latent)", -5.947164288211402),
("Guru Gobind Singh Jayantiyear (latent)", -6.352629396319567),
("houryear", -5.436338664445412),
-5.441551534633945),
("<day-of-month> (ordinal)Wednesday", -6.3578422665081),
("Krishna Janmashtamiyear (latent)", -5.952377158399935),
("Guru Gobind Singh Jayantiyear (latent)", -6.3578422665081),
("houryear", -5.441551534633945),
("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-6.352629396319567),
("Christmas<time-of-day> am|pm", -6.352629396319567),
("last <day-of-week> of <time>year (latent)",
-6.352629396319567),
-6.3578422665081),
("Christmas<time-of-day> am|pm", -6.3578422665081),
("last <day-of-week> of <time>year (latent)", -6.3578422665081),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.659482215759621),
("intersectin|during <named-month>|year", -6.352629396319567),
("<time-of-day> am|pmintersect", -5.099866427824199),
("Earth Houryear (latent)", -6.352629396319567),
("Octoberyear (latent)", -4.848551999543292),
("intersect<time-of-day> am|pm", -6.352629396319567),
("Mattu Pongalyear (latent)", -6.352629396319567),
("Shavuotyear (latent)", -6.352629396319567),
("Parsi New Yearyear (latent)", -5.436338664445412),
-5.664695085948154),
("intersectin|during <named-month>|year", -6.3578422665081),
("<time-of-day> am|pmintersect", -5.105079298012732),
("Earth Houryear (latent)", -6.3578422665081),
("Octoberyear (latent)", -4.853764869731825),
("intersect<time-of-day> am|pm", -6.3578422665081),
("Mattu Pongalyear (latent)", -6.3578422665081),
("Shavuotyear (latent)", -6.3578422665081),
("Parsi New Yearyear (latent)", -5.441551534633945),
("at <time-of-day>in|within|after <duration>",
-6.352629396319567),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.352629396319567),
("todayin|within|after <duration>", -6.352629396319567),
-6.3578422665081),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.3578422665081),
("todayin|within|after <duration>", -6.3578422665081),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
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("Marchyear (latent)", -6.352629396319567),
-5.952377158399935),
("Marchyear (latent)", -6.3578422665081),
("intersect by \",\", \"of\", \"from\", \"'s\"hhhmm",
-5.947164288211402),
("Sukkotyear (latent)", -5.947164288211402),
("hhhmmintersect", -5.947164288211402),
-5.952377158399935),
("Sukkotyear (latent)", -5.952377158399935),
("hhhmmintersect", -5.952377158399935),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-5.947164288211402),
("Clean Mondayyear (latent)", -5.947164288211402),
("monthhour", -5.947164288211402),
-5.952377158399935),
("Clean Mondayyear (latent)", -5.952377158399935),
("monthhour", -5.952377158399935),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.659482215759621),
("todayat <time-of-day>", -6.352629396319567),
("Thursday<time> timezone", -3.954734123521196),
("time-of-day (latent)tonight", -5.947164288211402),
("from|since|after <time>December", -6.352629396319567),
("<time-of-day> am|pmon <day>", -4.337726375777302),
("this <time>hh(:mm) - <time-of-day> am|pm",
-6.352629396319567),
("yyyy-mm-ddhh:mm:ss", -5.947164288211402),
("dayday", -3.6445791952173563),
("<time> <part-of-day>at <time-of-day>", -6.352629396319567),
("tonightat <time-of-day>", -6.352629396319567),
-5.664695085948154),
("todayat <time-of-day>", -6.3578422665081),
("Thursday<time> timezone", -3.959946993709729),
("time-of-day (latent)tonight", -5.952377158399935),
("from|since|after <time>December", -6.3578422665081),
("<time-of-day> am|pmon <day>", -4.342939245965835),
("this <time>hh(:mm) - <time-of-day> am|pm", -6.3578422665081),
("yyyy-mm-ddhh:mm:ss", -5.952377158399935),
("dayday", -3.6497920654058897),
("<time> <part-of-day>at <time-of-day>", -6.3578422665081),
("tonightat <time-of-day>", -6.3578422665081),
("<time-of-day> am|pmabsorption of , after named day",
-5.659482215759621),
("Dayananda Saraswati Jayantiyear (latent)",
-6.352629396319567),
("today<time-of-day> am|pm", -6.352629396319567),
("Februarythe <day-of-month> (ordinal)", -5.947164288211402),
("at <time-of-day><time> <part-of-day>", -6.352629396319567),
("<day-of-month> (ordinal)intersect", -5.947164288211402),
("hourhour", -4.273187854639731),
("Navaratriin|during <named-month>|year", -6.352629396319567),
("Wednesdaythis|last|next <cycle>", -6.352629396319567),
("Lentyear (latent)", -6.352629396319567),
-5.664695085948154),
("Dayananda Saraswati Jayantiyear (latent)", -6.3578422665081),
("today<time-of-day> am|pm", -6.3578422665081),
("Februarythe <day-of-month> (ordinal)", -5.952377158399935),
("at <time-of-day><time> <part-of-day>", -6.3578422665081),
("<day-of-month> (ordinal)intersect", -5.952377158399935),
("hourhour", -4.278400724828264),
("Navaratriin|during <named-month>|year", -6.3578422665081),
("Wednesdaythis|last|next <cycle>", -6.3578422665081),
("Lentyear (latent)", -6.3578422665081),
("intersect<named-month> <day-of-month> (non ordinal)",
-4.480827219417975),
("Boghiyear (latent)", -6.352629396319567),
("dayyear", -1.970602761645685),
("Thursdayfrom|since|after <time>", -5.947164288211402),
-4.486040089606508),
("Boghiyear (latent)", -6.3578422665081),
("dayyear", -1.9633931118356607),
("Karva Chauthin|during <named-month>|year", -6.3578422665081),
("Thursdayfrom|since|after <time>", -5.952377158399935),
("<time-of-day> o'clockin|during the <part-of-day>",
-6.352629396319567),
("Thursdayat <time-of-day>", -5.659482215759621),
("Islamic New Yearyear (latent)", -5.947164288211402),
("Laylat al-Qadryear (latent)", -5.436338664445412),
("Shrove Tuesdayyear (latent)", -6.352629396319567),
-6.3578422665081),
("Thursdayat <time-of-day>", -5.664695085948154),
("Islamic New Yearyear (latent)", -5.952377158399935),
("Laylat al-Qadryear (latent)", -5.441551534633945),
("Shrove Tuesdayyear (latent)", -6.3578422665081),
("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-5.659482215759621),
("<time-of-day> am|pmtomorrow", -5.659482215759621),
("Yom Kippuryear (latent)", -6.352629396319567),
("<day-of-month> (ordinal)Tuesday", -5.947164288211402),
("<part-of-day> of <time>year (latent)", -6.352629396319567),
("minutehour", -5.099866427824199),
("Kaanum Pongalyear (latent)", -5.947164288211402),
("Maha Saptamiyear (latent)", -6.352629396319567),
-5.664695085948154),
("<time-of-day> am|pmtomorrow", -5.664695085948154),
("Yom Kippuryear (latent)", -6.3578422665081),
("<day-of-month> (ordinal)Tuesday", -5.952377158399935),
("<part-of-day> of <time>year (latent)", -6.3578422665081),
("minutehour", -5.105079298012732),
("Kaanum Pongalyear (latent)", -5.952377158399935),
("Maha Saptamiyear (latent)", -6.3578422665081),
("at <time-of-day>in|during the <part-of-day>",
-5.947164288211402),
("time-of-day (latent)tomorrow", -5.436338664445412),
("part of daysat <time-of-day>", -5.947164288211402),
-5.952377158399935),
("time-of-day (latent)tomorrow", -5.441551534633945),
("part of daysat <time-of-day>", -5.952377158399935),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-4.337726375777302),
("for <duration> from <time>December", -6.352629396319567),
("tomorrow<time-of-day> sharp|exactly", -6.352629396319567),
-4.342939245965835),
("for <duration> from <time>December", -6.3578422665081),
("tomorrow<time-of-day> sharp|exactly", -6.3578422665081),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.099866427824199),
-5.105079298012732),
("intersect by \",\", \"of\", \"from\" for yearhhhmm",
-5.099866427824199),
("time-of-day (latent)this <part-of-day>", -6.352629396319567),
("Pentecostyear (latent)", -6.352629396319567),
-5.105079298012732),
("time-of-day (latent)this <part-of-day>", -6.3578422665081),
("Pentecostyear (latent)", -6.3578422665081),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.099866427824199),
("<day-of-month> (ordinal)February", -6.352629396319567),
("Eid al-Fitryear (latent)", -5.436338664445412),
-5.105079298012732),
("<day-of-month> (ordinal)February", -6.3578422665081),
("Eid al-Fitryear (latent)", -5.441551534633945),
("Vasant Panchamiin|during <named-month>|year",
-6.352629396319567),
("Mondayin|during the <part-of-day>", -6.352629396319567),
("Chhathin|during <named-month>|year", -6.352629396319567),
("Diwaliin|during <named-month>|year", -6.352629396319567),
("Vaisakhiin|during <named-month>|year", -6.352629396319567),
("Guru Ravidass Jayantiyear (latent)", -5.099866427824199),
("Raksha Bandhanyear (latent)", -6.352629396319567),
("daysecond", -5.947164288211402),
-6.3578422665081),
("Mondayin|during the <part-of-day>", -6.3578422665081),
("Chhathin|during <named-month>|year", -6.3578422665081),
("Diwaliin|during <named-month>|year", -6.3578422665081),
("Vaisakhiin|during <named-month>|year", -6.3578422665081),
("Guru Ravidass Jayantiyear (latent)", -5.105079298012732),
("Raksha Bandhanyear (latent)", -6.3578422665081),
("daysecond", -5.952377158399935),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-5.947164288211402),
("Ashurayear (latent)", -6.352629396319567),
("Tuesdayin|during <named-month>|year", -6.352629396319567),
("Chinese New Yearyear (latent)", -6.352629396319567),
("tomorrowintersect", -6.352629396319567),
("Lag BaOmeryear (latent)", -6.352629396319567),
-5.952377158399935),
("Ashurayear (latent)", -6.3578422665081),
("Tuesdayin|during <named-month>|year", -6.3578422665081),
("Chinese New Yearyear (latent)", -6.3578422665081),
("tomorrowintersect", -6.3578422665081),
("Lag BaOmeryear (latent)", -6.3578422665081),
("last weekend of <named-month>year (latent)",
-6.352629396319567),
("Eid al-Adhayear (latent)", -4.212563232823296),
("intersectin|during the <part-of-day>", -6.352629396319567),
("Palm Sundayyear (latent)", -6.352629396319567),
("Christmasat <time-of-day>", -6.352629396319567),
("Passoveryear (latent)", -6.352629396319567),
("Lazarus Saturdayyear (latent)", -6.352629396319567),
-6.3578422665081),
("Eid al-Adhayear (latent)", -4.217776103011829),
("intersectin|during the <part-of-day>", -6.3578422665081),
("Palm Sundayyear (latent)", -6.3578422665081),
("Christmasat <time-of-day>", -6.3578422665081),
("Passoveryear (latent)", -6.3578422665081),
("Lazarus Saturdayyear (latent)", -6.3578422665081),
("<day-of-month> (ordinal or number) <named-month>year (latent)",
-6.352629396319567),
("hhhmmon <day>", -5.436338664445412),
("Yom HaShoahyear (latent)", -5.947164288211402),
-6.3578422665081),
("hhhmmon <day>", -5.441551534633945),
("Yom HaShoahyear (latent)", -5.952377158399935),
("Thursday<datetime> - <datetime> (interval)",
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-5.952377158399935),
("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
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("Septemberyear (latent)", -5.947164288211402),
-6.3578422665081),
("Septemberyear (latent)", -5.952377158399935),
("Thursday<time-of-day> - <time-of-day> (interval)",
-4.848551999543292),
("Halloweenyear (latent)", -6.352629396319567),
-4.853764869731825),
("Halloweenyear (latent)", -6.3578422665081),
("<ordinal> last <cycle> of <time>year (latent)",
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-5.952377158399935),
("from <time-of-day> - <time-of-day> (interval)on <day>",
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-5.664695085948154),
("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
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("at <time-of-day>intersect", -5.436338664445412),
("Rosh Hashanahyear (latent)", -5.659482215759621),
("Dhanterasyear (latent)", -6.352629396319567),
("Tu BiShvatyear (latent)", -6.352629396319567),
("<day-of-month> (ordinal)December", -5.659482215759621),
("Holiyear (latent)", -5.659482215759621),
-6.3578422665081),
("at <time-of-day>intersect", -5.441551534633945),
("Rosh Hashanahyear (latent)", -5.664695085948154),
("Dhanterasyear (latent)", -6.3578422665081),
("Tu BiShvatyear (latent)", -6.3578422665081),
("<day-of-month> (ordinal)December", -5.664695085948154),
("Holiyear (latent)", -5.664695085948154),
("<time-of-day> - <time-of-day> (interval)tomorrow",
-6.352629396319567),
("Holika Dahanyear (latent)", -5.659482215759621),
-6.3578422665081),
("Holika Dahanyear (latent)", -5.664695085948154),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.947164288211402),
("dayminute", -3.0384433916470406),
("Mawlidyear (latent)", -6.352629396319567),
-5.952377158399935),
("dayminute", -3.043656261835574),
("Mawlidyear (latent)", -6.3578422665081),
("from <datetime> - <datetime> (interval)on <day>",
-5.947164288211402),
-5.952377158399935),
("<datetime> - <datetime> (interval)tomorrow",
-6.352629396319567),
("Jumu'atul-Widayear (latent)", -5.436338664445412),
("minuteday", -2.6149597780361984),
-6.3578422665081),
("Jumu'atul-Widayear (latent)", -5.441551534633945),
("minuteday", -2.6201726482247314),
("absorption of , after named dayintersect",
-5.659482215759621),
("intersectyear (latent)", -6.352629396319567),
("Orthodox Easter Sundayyear (latent)", -6.352629396319567),
-5.664695085948154),
("intersectyear (latent)", -6.3578422665081),
("Orthodox Easter Sundayyear (latent)", -6.3578422665081),
("time-of-day (latent)in|within|after <duration>",
-6.352629396319567),
("<ordinal> <cycle> of <time>year (latent)",
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("intersecthhhmm", -5.947164288211402),
-6.3578422665081),
("<ordinal> <cycle> of <time>year (latent)", -6.3578422665081),
("intersecthhhmm", -5.952377158399935),
("the <day-of-month> (ordinal)in|during the <part-of-day>",
-6.352629396319567),
("Boss's Dayyear (latent)", -5.947164288211402),
-6.3578422665081),
("Boss's Dayyear (latent)", -5.952377158399935),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-6.352629396319567),
("Global Youth Service Dayyear (latent)", -6.352629396319567),
("Dhanterasin|during <named-month>|year", -6.352629396319567),
("Tisha B'Avyear (latent)", -6.352629396319567),
("Isra and Mi'rajyear (latent)", -5.436338664445412),
("at <time-of-day>on <day>", -4.743191483885466),
-6.3578422665081),
("Global Youth Service Dayyear (latent)", -6.3578422665081),
("Dhanterasin|during <named-month>|year", -6.3578422665081),
("Tisha B'Avyear (latent)", -6.3578422665081),
("Isra and Mi'rajyear (latent)", -5.441551534633945),
("at <time-of-day>on <day>", -4.748404354073999),
("at <time-of-day>absorption of , after named day",
-5.947164288211402),
-5.952377158399935),
("time-of-day (latent)<time> <part-of-day>",
-5.659482215759621),
("Christmasyear (latent)", -5.947164288211402),
("Naraka Chaturdashiyear (latent)", -5.947164288211402),
("Thai Pongalin|during <named-month>|year", -6.352629396319567),
("dayweek", -6.352629396319567),
("Easter Sundayyear (latent)", -5.659482215759621),
-5.664695085948154),
("Christmasyear (latent)", -5.952377158399935),
("Naraka Chaturdashiyear (latent)", -5.952377158399935),
("Thai Pongalin|during <named-month>|year", -6.3578422665081),
("dayweek", -6.3578422665081),
("Easter Sundayyear (latent)", -5.664695085948154),
("between <time-of-day> and <time-of-day> (interval)on <day>",
-5.947164288211402),
("weekyear", -5.254017107651457),
("King's Dayyear (latent)", -4.848551999543292),
("hh:mmin|during the <part-of-day>", -5.436338664445412),
-5.952377158399935),
("weekyear", -5.25922997783999),
("King's Dayyear (latent)", -4.853764869731825),
("hh:mmin|during the <part-of-day>", -5.441551534633945),
("<cycle> after|before <time><time-of-day> am|pm",
-5.947164288211402),
("Hanukkahyear (latent)", -5.659482215759621),
("February<time> <part-of-day>", -6.352629396319567),
-5.952377158399935),
("Hanukkahyear (latent)", -5.664695085948154),
("February<time> <part-of-day>", -6.3578422665081),
("time-of-day (latent)in|during the <part-of-day>",
-6.352629396319567),
("Great Lentyear (latent)", -6.352629396319567),
("tomorrowat <time-of-day>", -5.659482215759621),
("hhmm (latent)in|during the <part-of-day>",
-6.352629396319567),
("Vaisakhiyear (latent)", -5.659482215759621),
-6.3578422665081),
("Great Lentyear (latent)", -6.3578422665081),
("tomorrowat <time-of-day>", -5.664695085948154),
("hhmm (latent)in|during the <part-of-day>", -6.3578422665081),
("Vaisakhiyear (latent)", -5.664695085948154),
("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-5.659482215759621),
("last <cycle> of <time>year (latent)", -5.659482215759621),
("at <time-of-day>tomorrow", -5.947164288211402),
("tomorrow<time-of-day> am|pm", -6.352629396319567),
-5.664695085948154),
("last <cycle> of <time>year (latent)", -5.664695085948154),
("at <time-of-day>tomorrow", -5.952377158399935),
("tomorrow<time-of-day> am|pm", -6.3578422665081),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-6.352629396319567),
("Diwaliyear (latent)", -6.352629396319567),
("between <time> and <time>on <day>", -5.947164288211402),
("Black Fridayyear (latent)", -5.947164288211402),
-6.3578422665081),
("Diwaliyear (latent)", -6.3578422665081),
("between <time> and <time>on <day>", -5.952377158399935),
("Black Fridayyear (latent)", -5.952377158399935),
("the <ordinal> last <cycle> of <time>year (latent)",
-6.352629396319567),
-6.3578422665081),
("in|during the <part-of-day>at <time-of-day>",
-6.352629396319567),
("Chhathyear (latent)", -5.947164288211402),
("Vasant Panchamiyear (latent)", -6.352629396319567),
("Rabindra Jayantiyear (latent)", -5.099866427824199),
("St Patrick's Dayyear (latent)", -6.352629396319567),
("Thursday<time> (timezone)", -6.352629396319567),
-6.3578422665081),
("Chhathyear (latent)", -5.952377158399935),
("Vasant Panchamiyear (latent)", -6.3578422665081),
("Rabindra Jayantiyear (latent)", -5.105079298012732),
("St Patrick's Dayyear (latent)", -6.3578422665081),
("Thursday<time> (timezone)", -6.3578422665081),
("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-6.352629396319567),
("<datetime> - <datetime> (interval)July", -5.947164288211402),
-6.3578422665081),
("<datetime> - <datetime> (interval)July", -5.952377158399935),
("on <day><named-month> <day-of-month> (non ordinal)",
-5.659482215759621),
("Februaryintersect", -6.352629396319567),
("Simchat Torahyear (latent)", -6.352629396319567),
("minuteyear", -6.352629396319567)],
n = 439},
-5.664695085948154),
("Februaryintersect", -6.3578422665081),
("Simchat Torahyear (latent)", -6.3578422665081),
("minuteyear", -6.3578422665081)],
n = 441},
koData =
ClassData{prior = -0.9654335675337526, unseen = -6.698268054115413,
ClassData{prior = -0.968250470804866, unseen = -6.70073110954781,
likelihoods =
HashMap.fromList
[("Thursdayhhhmm", -4.499809670330265),
("hourday", -3.6059917943081685),
[("Thursdayhhhmm", -4.502275762825459),
("hourday", -3.608457886803362),
("<hour-of-day> <integer><time-of-day> am|pm",
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("<day-of-month> (ordinal)August", -6.003887067106539),
("dayhour", -3.4389377096450024),
("<time> timezoneyear (latent)", -5.310739886546594),
-6.0063531596017325),
("<day-of-month> (ordinal)August", -6.0063531596017325),
("dayhour", -3.441403802140196),
("<time> timezoneyear (latent)", -5.313205979041787),
("<time-of-day> - <time-of-day> (interval)on <day>",
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("Tuesdayfrom|since|after <time>", -5.310739886546594),
("daymonth", -3.3297384176800104),
("monthyear", -4.751124098611172),
("<time-of-day> am|pmyear (latent)", -5.310739886546594),
("Thai Pongalyear (latent)", -5.310739886546594),
("intersecthh:mm", -6.003887067106539),
-5.090062427727577),
("Tuesdayfrom|since|after <time>", -5.313205979041787),
("daymonth", -3.332204510175204),
("monthyear", -4.7535901911063645),
("<time-of-day> am|pmyear (latent)", -5.313205979041787),
("Thai Pongalyear (latent)", -5.313205979041787),
("intersecthh:mm", -6.0063531596017325),
("from <datetime> - <datetime> (interval)July",
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("<day-of-month> (ordinal)Wednesday", -6.003887067106539),
("houryear", -4.617592705986649),
-5.600888051493568),
("<day-of-month> (ordinal)Wednesday", -6.0063531596017325),
("houryear", -4.620058798481842),
("from <time-of-day> - <time-of-day> (interval)July",
-6.003887067106539),
("<day-of-month> (ordinal)October", -6.003887067106539),
-6.0063531596017325),
("<day-of-month> (ordinal)October", -6.0063531596017325),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.310739886546594),
("hournograin", -4.751124098611172),
("<time-of-day> am|pmintersect", -4.751124098611172),
("Octoberyear (latent)", -6.003887067106539),
-5.313205979041787),
("hournograin", -4.7535901911063645),
("<time-of-day> am|pmintersect", -4.7535901911063645),
("Octoberyear (latent)", -6.0063531596017325),
("time-of-day (latent)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.598421958998375),
("until <time>on <day>", -5.310739886546594),
("time-of-day (latent)intersect", -5.310739886546594),
("todayin <number> (implicit minutes)", -6.003887067106539),
-5.600888051493568),
("until <time>on <day>", -5.313205979041787),
("time-of-day (latent)intersect", -5.313205979041787),
("todayin <number> (implicit minutes)", -6.0063531596017325),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
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-5.313205979041787),
("about|exactly <time-of-day>year (latent)",
-6.003887067106539),
("hh:mmon <day>", -4.751124098611172),
("hhhmmintersect", -5.598421958998375),
("absorption of , after named dayJuly", -5.0875963352323845),
("from|since|after <time>July", -5.598421958998375),
-6.0063531596017325),
("hh:mmon <day>", -4.7535901911063645),
("hhhmmintersect", -5.600888051493568),
("absorption of , after named dayJuly", -5.090062427727577),
("from|since|after <time>July", -5.600888051493568),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-5.0875963352323845),
("Clean Mondayyear (latent)", -6.003887067106539),
("monthhour", -6.003887067106539),
-5.090062427727577),
("Clean Mondayyear (latent)", -6.0063531596017325),
("monthhour", -6.0063531596017325),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
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("hourmonth", -4.132084890204948),
("todayat <time-of-day>", -6.003887067106539),
("hhhmmyear (latent)", -4.751124098611172),
("from|since|after <time>December", -6.003887067106539),
-5.600888051493568),
("hourmonth", -4.134550982700141),
("todayat <time-of-day>", -6.0063531596017325),
("hhhmmyear (latent)", -4.7535901911063645),
("from|since|after <time>December", -6.0063531596017325),
("from|since|after <time><time-of-day> am|pm",
-6.003887067106539),
("<time-of-day> am|pmon <day>", -4.751124098611172),
("Mondayyear (latent)", -5.310739886546594),
("dayday", -4.617592705986649),
("on <day>September", -5.310739886546594),
("time-of-day (latent)September", -5.598421958998375),
("hourhour", -5.598421958998375),
("time-of-day (latent)on <day>", -4.499809670330265),
("Thursdaydd/mm", -6.003887067106539),
-6.0063531596017325),
("<time-of-day> am|pmon <day>", -4.7535901911063645),
("Mondayyear (latent)", -5.313205979041787),
("dayday", -4.620058798481842),
("on <day>September", -5.313205979041787),
("time-of-day (latent)September", -5.600888051493568),
("hourhour", -5.600888051493568),
("time-of-day (latent)on <day>", -4.502275762825459),
("Thursdaydd/mm", -6.0063531596017325),
("time-of-day (latent)<cycle> after|before <time>",
-5.598421958998375),
("dayyear", -3.0861163350222602),
("New Year's Dayyear (latent)", -5.0875963352323845),
("time-of-day (latent)Sunday", -5.598421958998375),
("Thursdayfrom|since|after <time>", -4.2991389748681135),
("Thursdayat <time-of-day>", -4.394449154672439),
-5.600888051493568),
("dayyear", -3.0885824275174536),
("New Year's Dayyear (latent)", -5.090062427727577),
("time-of-day (latent)Sunday", -5.600888051493568),
("Thursdayfrom|since|after <time>", -4.301605067363307),
("Thursdayat <time-of-day>", -4.396915247167632),
("<integer> to|till|before <hour-of-day>September",
-6.003887067106539),
("Aprilyear (latent)", -6.003887067106539),
("the <day-of-month> (ordinal)July", -6.003887067106539),
("the <day-of-month> (number)July", -6.003887067106539),
("monthminute", -6.003887067106539),
("<time-of-day> am|pmtomorrow", -6.003887067106539),
("Thursdayhh:mm", -5.0875963352323845),
("<day-of-month> (ordinal)Tuesday", -5.598421958998375),
("minutemonth", -3.8638209036102684),
("time-of-day (latent)Friday", -5.598421958998375),
("minutehour", -6.003887067106539),
("Augustyear (latent)", -5.598421958998375),
("week-endin|during <named-month>|year", -6.003887067106539),
("time-of-day (latent)Tuesday", -5.598421958998375),
-6.0063531596017325),
("Aprilyear (latent)", -6.0063531596017325),
("the <day-of-month> (ordinal)July", -6.0063531596017325),
("the <day-of-month> (number)July", -6.0063531596017325),
("monthminute", -6.0063531596017325),
("<time-of-day> am|pmtomorrow", -6.0063531596017325),
("Thursdayhh:mm", -5.090062427727577),
("<day-of-month> (ordinal)Tuesday", -5.600888051493568),
("minutemonth", -3.866286996105462),
("time-of-day (latent)Friday", -5.600888051493568),
("minutehour", -6.0063531596017325),
("Augustyear (latent)", -5.600888051493568),
("week-endin|during <named-month>|year", -6.0063531596017325),
("time-of-day (latent)Tuesday", -5.600888051493568),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-6.003887067106539),
("Sundayyear (latent)", -5.0875963352323845),
("Christmasat <time-of-day>", -6.003887067106539),
("from|since|after <time>year (latent)", -4.90527477843843),
("hhhmmon <day>", -5.0875963352323845),
("yesterday<time-of-day> am|pm", -6.003887067106539),
("<day-of-month> (ordinal)July", -5.310739886546594),
-6.0063531596017325),
("Sundayyear (latent)", -5.090062427727577),
("Christmasat <time-of-day>", -6.0063531596017325),
("from|since|after <time>year (latent)", -4.907740870933623),
("hhhmmon <day>", -5.090062427727577),
("yesterday<time-of-day> am|pm", -6.0063531596017325),
("<day-of-month> (ordinal)July", -5.313205979041787),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-6.003887067106539),
-6.0063531596017325),
("Thursday<time-of-day> - <time-of-day> (interval)",
-6.003887067106539),
-6.0063531596017325),
("in|during <named-month>|yearyear (latent)",
-6.003887067106539),
("at <time-of-day>intersect", -5.0875963352323845),
("hh:mmyear (latent)", -4.617592705986649),
("Holiyear (latent)", -6.003887067106539),
("until <time><time-of-day> am|pm", -6.003887067106539),
-6.0063531596017325),
("at <time-of-day>intersect", -5.090062427727577),
("hh:mmyear (latent)", -4.620058798481842),
("Holiyear (latent)", -6.0063531596017325),
("until <time><time-of-day> am|pm", -6.0063531596017325),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.598421958998375),
("dayminute", -3.170673723050323),
("yyyy-mm-ddhh:mm", -5.598421958998375),
("intersectfrom|since|after <time>", -5.598421958998375),
("intersectSeptember", -4.132084890204948),
("minuteday", -2.8468866459564257),
-5.600888051493568),
("dayminute", -3.173139815545517),
("yyyy-mm-ddhh:mm", -5.600888051493568),
("intersectfrom|since|after <time>", -5.600888051493568),
("intersectSeptember", -4.134550982700141),
("minuteday", -2.8493527384516195),
("absorption of , after named dayintersect",
-6.003887067106539),
("intersectyear (latent)", -6.003887067106539),
("Februaryin|during the <part-of-day>", -6.003887067106539),
-6.0063531596017325),
("intersectyear (latent)", -6.0063531596017325),
("Februaryin|during the <part-of-day>", -6.0063531596017325),
("<duration> after|before|from|past <time>December",
-6.003887067106539),
("time-of-day (latent)July", -5.310739886546594),
("Saturdayyear (latent)", -6.003887067106539),
-6.0063531596017325),
("time-of-day (latent)July", -5.313205979041787),
("Saturdayyear (latent)", -6.0063531596017325),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-6.003887067106539),
("at <time-of-day>on <day>", -5.0875963352323845),
-6.0063531596017325),
("at <time-of-day>on <day>", -5.090062427727577),
("absorption of , after named daySeptember",
-4.751124098611172),
("Naraka Chaturdashiyear (latent)", -6.003887067106539),
("from|since|after <time>on <day>", -5.0875963352323845),
("dayweek", -6.003887067106539),
("Easter Sundayyear (latent)", -5.598421958998375),
("Thursday<time-of-day> am|pm", -4.751124098611172),
("weekyear", -5.598421958998375),
("time-of-day (latent)Thursday", -5.598421958998375),
-4.7535901911063645),
("Naraka Chaturdashiyear (latent)", -6.0063531596017325),
("from|since|after <time>on <day>", -5.090062427727577),
("dayweek", -6.0063531596017325),
("Easter Sundayyear (latent)", -5.600888051493568),
("Thursday<time-of-day> am|pm", -4.7535901911063645),
("weekyear", -5.600888051493568),
("time-of-day (latent)Thursday", -5.600888051493568),
("<named-month> <day-of-month> (non ordinal)until <time>",
-6.003887067106539),
("<day-of-month> (ordinal)April", -6.003887067106539),
-6.0063531596017325),
("<day-of-month> (ordinal)April", -6.0063531596017325),
("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-5.598421958998375),
-5.600888051493568),
("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-5.310739886546594),
("Sundayfrom|since|after <time>", -6.003887067106539),
("absorption of , after named dayFebruary",
-5.0875963352323845),
-5.313205979041787),
("Sundayfrom|since|after <time>", -6.0063531596017325),
("absorption of , after named dayFebruary", -5.090062427727577),
("time-of-day (latent)in|during the <part-of-day>",
-5.598421958998375),
-5.600888051493568),
("July<integer> to|till|before <hour-of-day>",
-6.003887067106539),
("tomorrowat <time-of-day>", -6.003887067106539),
("daynograin", -5.598421958998375),
-6.0063531596017325),
("tomorrowat <time-of-day>", -6.0063531596017325),
("daynograin", -5.600888051493568),
("<integer> to|till|before <hour-of-day>July",
-5.598421958998375),
("last <cycle> of <time>year (latent)", -5.598421958998375),
("tomorrow<time-of-day> am|pm", -6.003887067106539),
-5.600888051493568),
("last <cycle> of <time>year (latent)", -5.600888051493568),
("tomorrow<time-of-day> am|pm", -6.0063531596017325),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-5.310739886546594),
("Diwaliyear (latent)", -5.598421958998375),
-5.313205979041787),
("Diwaliyear (latent)", -5.600888051493568),
("<time-of-day> - <time-of-day> (interval)July",
-6.003887067106539),
("Fridayyear (latent)", -5.598421958998375),
("time-of-day (latent)April", -6.003887067106539),
("minuteyear", -3.8066624897703196)],
-6.0063531596017325),
("Fridayyear (latent)", -5.600888051493568),
("time-of-day (latent)April", -6.0063531596017325),
("minuteyear", -3.8091285822655134)],
n = 270}}),
("one eleven",
Classifier{okData =
@ -1535,15 +1538,15 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -0.1670540846631662,
unseen = -5.2574953720277815,
ClassData{prior = -0.16542475640047638,
unseen = -5.267858159063328,
likelihoods =
HashMap.fromList
[("integer (numeric)", -3.1917602968305085e-2),
("intersect 2 numbers", -3.865979066926739)],
n = 187},
[("integer (numeric)", -3.158157205029893e-2),
("intersect 2 numbers", -3.876395827784995)],
n = 189},
koData =
ClassData{prior = -1.8718021769015913,
ClassData{prior = -1.8808112468439573,
unseen = -3.6635616461296463,
likelihoods =
HashMap.fromList

View File

@ -83,10 +83,10 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.592360869030033, unseen = -6.025865973825314,
likelihoods = HashMap.fromList [("", 0.0)], n = 412},
ClassData{prior = -0.5901992113075029, unseen = -6.030685260261263,
likelihoods = HashMap.fromList [("", 0.0)], n = 414},
koData =
ClassData{prior = -0.8052417283991157, unseen = -5.814130531825066,
ClassData{prior = -0.8079226951523735, unseen = -5.814130531825066,
likelihoods = HashMap.fromList [("", 0.0)], n = 333}}),
("<year> (bc|ad)",
Classifier{okData =
@ -135,6 +135,13 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Karva Chauth",
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}}),
("<cycle> after|before <time>",
Classifier{okData =
ClassData{prior = -0.6931471805599453, unseen = -2.833213344056216,
@ -545,18 +552,18 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("in|during <named-month>|year",
Classifier{okData =
ClassData{prior = -0.24512245803298496,
unseen = -3.7612001156935624,
ClassData{prior = -0.2336148511815052,
unseen = -3.8066624897703196,
likelihoods =
HashMap.fromList
[("<year> (bc|ad)", -1.9459101490553135),
("October", -3.044522437723423),
("year (latent)", -1.3397743454849977),
("year", -0.9650808960435872), ("March", -2.639057329615259),
("month", -2.3513752571634776)],
n = 18},
[("<year> (bc|ad)", -1.9924301646902063),
("October", -3.0910424533583156),
("year (latent)", -1.2992829841302609),
("year", -0.9509762898620451), ("March", -2.6855773452501515),
("month", -2.3978952727983707)],
n = 19},
koData =
ClassData{prior = -1.5260563034950494, unseen = -2.833213344056216,
ClassData{prior = -1.5686159179138452, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("October", -1.6739764335716716),
@ -844,422 +851,418 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.4793561134569561, unseen = -7.046647277848756,
ClassData{prior = -0.4776275543563949, unseen = -7.051855622955894,
likelihoods =
HashMap.fromList
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[("Navaratriyear (latent)", -6.3578422665081),
("Karva Chauthyear (latent)", -6.3578422665081),
("<day-of-month> (ordinal)in|during the <part-of-day>",
-6.352629396319567),
("Ramadanyear (latent)", -5.436338664445412),
-6.3578422665081),
("Ramadanyear (latent)", -5.441551534633945),
("<datetime> - <datetime> (interval)on <day>",
-4.966335035199676),
("Bhai Doojyear (latent)", -6.352629396319567),
("hourday", -4.337726375777302),
("dayhour", -3.408190417153126),
-4.971547905388209),
("Bhai Doojyear (latent)", -6.3578422665081),
("hourday", -4.342939245965835),
("dayhour", -3.413403287341659),
("<time-of-day> - <time-of-day> (interval)on <day>",
-4.966335035199676),
("Martin Luther King's Dayyear (latent)", -5.947164288211402),
("Shemini Atzeretyear (latent)", -6.352629396319567),
("daymonth", -4.337726375777302),
("monthday", -5.947164288211402),
("monthyear", -4.560869927091511),
("Yom Ha'atzmautyear (latent)", -6.352629396319567),
("Vijayadashamiyear (latent)", -6.352629396319567),
("Thai Pongalyear (latent)", -5.659482215759621),
("Thiru Onamyear (latent)", -5.659482215759621),
("hhhmmabsorption of , after named day", -6.352629396319567),
("Tuesdaythe <day-of-month> (ordinal)", -6.352629396319567),
-4.971547905388209),
("Martin Luther King's Dayyear (latent)", -5.952377158399935),
("Shemini Atzeretyear (latent)", -6.3578422665081),
("daymonth", -4.342939245965835),
("monthday", -5.952377158399935),
("monthyear", -4.566082797280044),
("Yom Ha'atzmautyear (latent)", -6.3578422665081),
("Vijayadashamiyear (latent)", -6.3578422665081),
("Thai Pongalyear (latent)", -5.664695085948154),
("Thiru Onamyear (latent)", -5.664695085948154),
("hhhmmabsorption of , after named day", -6.3578422665081),
("Tuesdaythe <day-of-month> (ordinal)", -6.3578422665081),
("from <datetime> - <datetime> (interval)July",
-5.436338664445412),
("<day-of-month> (ordinal)Wednesday", -6.352629396319567),
("Krishna Janmashtamiyear (latent)", -5.947164288211402),
("Guru Gobind Singh Jayantiyear (latent)", -6.352629396319567),
("houryear", -5.436338664445412),
-5.441551534633945),
("<day-of-month> (ordinal)Wednesday", -6.3578422665081),
("Krishna Janmashtamiyear (latent)", -5.952377158399935),
("Guru Gobind Singh Jayantiyear (latent)", -6.3578422665081),
("houryear", -5.441551534633945),
("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-6.352629396319567),
("Christmas<time-of-day> am|pm", -6.352629396319567),
("last <day-of-week> of <time>year (latent)",
-6.352629396319567),
-6.3578422665081),
("Christmas<time-of-day> am|pm", -6.3578422665081),
("last <day-of-week> of <time>year (latent)", -6.3578422665081),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.659482215759621),
("intersectin|during <named-month>|year", -6.352629396319567),
("<time-of-day> am|pmintersect", -5.099866427824199),
("Earth Houryear (latent)", -6.352629396319567),
("Octoberyear (latent)", -4.848551999543292),
("intersect<time-of-day> am|pm", -6.352629396319567),
("Mattu Pongalyear (latent)", -6.352629396319567),
("Shavuotyear (latent)", -6.352629396319567),
("Parsi New Yearyear (latent)", -5.436338664445412),
-5.664695085948154),
("intersectin|during <named-month>|year", -6.3578422665081),
("<time-of-day> am|pmintersect", -5.105079298012732),
("Earth Houryear (latent)", -6.3578422665081),
("Octoberyear (latent)", -4.853764869731825),
("intersect<time-of-day> am|pm", -6.3578422665081),
("Mattu Pongalyear (latent)", -6.3578422665081),
("Shavuotyear (latent)", -6.3578422665081),
("Parsi New Yearyear (latent)", -5.441551534633945),
("at <time-of-day>in|within|after <duration>",
-6.352629396319567),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.352629396319567),
("todayin|within|after <duration>", -6.352629396319567),
-6.3578422665081),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.3578422665081),
("todayin|within|after <duration>", -6.3578422665081),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.947164288211402),
("Marchyear (latent)", -6.352629396319567),
-5.952377158399935),
("Marchyear (latent)", -6.3578422665081),
("intersect by \",\", \"of\", \"from\", \"'s\"hhhmm",
-5.947164288211402),
("Sukkotyear (latent)", -5.947164288211402),
("hhhmmintersect", -5.947164288211402),
-5.952377158399935),
("Sukkotyear (latent)", -5.952377158399935),
("hhhmmintersect", -5.952377158399935),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-5.947164288211402),
("Clean Mondayyear (latent)", -5.947164288211402),
("monthhour", -5.947164288211402),
-5.952377158399935),
("Clean Mondayyear (latent)", -5.952377158399935),
("monthhour", -5.952377158399935),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.659482215759621),
("todayat <time-of-day>", -6.352629396319567),
("Thursday<time> timezone", -3.954734123521196),
("time-of-day (latent)tonight", -5.947164288211402),
("from|since|after <time>December", -6.352629396319567),
("<time-of-day> am|pmon <day>", -4.337726375777302),
("this <time>hh(:mm) - <time-of-day> am|pm",
-6.352629396319567),
("yyyy-mm-ddhh:mm:ss", -5.947164288211402),
("dayday", -3.6445791952173563),
("<time> <part-of-day>at <time-of-day>", -6.352629396319567),
("tonightat <time-of-day>", -6.352629396319567),
-5.664695085948154),
("todayat <time-of-day>", -6.3578422665081),
("Thursday<time> timezone", -3.959946993709729),
("time-of-day (latent)tonight", -5.952377158399935),
("from|since|after <time>December", -6.3578422665081),
("<time-of-day> am|pmon <day>", -4.342939245965835),
("this <time>hh(:mm) - <time-of-day> am|pm", -6.3578422665081),
("yyyy-mm-ddhh:mm:ss", -5.952377158399935),
("dayday", -3.6497920654058897),
("<time> <part-of-day>at <time-of-day>", -6.3578422665081),
("tonightat <time-of-day>", -6.3578422665081),
("<time-of-day> am|pmabsorption of , after named day",
-5.659482215759621),
("Dayananda Saraswati Jayantiyear (latent)",
-6.352629396319567),
("today<time-of-day> am|pm", -6.352629396319567),
("Februarythe <day-of-month> (ordinal)", -5.947164288211402),
("at <time-of-day><time> <part-of-day>", -6.352629396319567),
("<day-of-month> (ordinal)intersect", -5.947164288211402),
("hourhour", -4.273187854639731),
("Navaratriin|during <named-month>|year", -6.352629396319567),
("Wednesdaythis|last|next <cycle>", -6.352629396319567),
("Lentyear (latent)", -6.352629396319567),
-5.664695085948154),
("Dayananda Saraswati Jayantiyear (latent)", -6.3578422665081),
("today<time-of-day> am|pm", -6.3578422665081),
("Februarythe <day-of-month> (ordinal)", -5.952377158399935),
("at <time-of-day><time> <part-of-day>", -6.3578422665081),
("<day-of-month> (ordinal)intersect", -5.952377158399935),
("hourhour", -4.278400724828264),
("Navaratriin|during <named-month>|year", -6.3578422665081),
("Wednesdaythis|last|next <cycle>", -6.3578422665081),
("Lentyear (latent)", -6.3578422665081),
("intersect<named-month> <day-of-month> (non ordinal)",
-4.480827219417975),
("Boghiyear (latent)", -6.352629396319567),
("dayyear", -1.970602761645685),
("Thursdayfrom|since|after <time>", -5.947164288211402),
-4.486040089606508),
("Boghiyear (latent)", -6.3578422665081),
("dayyear", -1.9633931118356607),
("Karva Chauthin|during <named-month>|year", -6.3578422665081),
("Thursdayfrom|since|after <time>", -5.952377158399935),
("<time-of-day> o'clockin|during the <part-of-day>",
-6.352629396319567),
("Thursdayat <time-of-day>", -5.659482215759621),
("Islamic New Yearyear (latent)", -5.947164288211402),
("Laylat al-Qadryear (latent)", -5.436338664445412),
("Shrove Tuesdayyear (latent)", -6.352629396319567),
-6.3578422665081),
("Thursdayat <time-of-day>", -5.664695085948154),
("Islamic New Yearyear (latent)", -5.952377158399935),
("Laylat al-Qadryear (latent)", -5.441551534633945),
("Shrove Tuesdayyear (latent)", -6.3578422665081),
("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-5.659482215759621),
("<time-of-day> am|pmtomorrow", -5.659482215759621),
("Yom Kippuryear (latent)", -6.352629396319567),
("<day-of-month> (ordinal)Tuesday", -5.947164288211402),
("<part-of-day> of <time>year (latent)", -6.352629396319567),
("minutehour", -5.099866427824199),
("Kaanum Pongalyear (latent)", -5.947164288211402),
("Maha Saptamiyear (latent)", -6.352629396319567),
-5.664695085948154),
("<time-of-day> am|pmtomorrow", -5.664695085948154),
("Yom Kippuryear (latent)", -6.3578422665081),
("<day-of-month> (ordinal)Tuesday", -5.952377158399935),
("<part-of-day> of <time>year (latent)", -6.3578422665081),
("minutehour", -5.105079298012732),
("Kaanum Pongalyear (latent)", -5.952377158399935),
("Maha Saptamiyear (latent)", -6.3578422665081),
("at <time-of-day>in|during the <part-of-day>",
-5.947164288211402),
("time-of-day (latent)tomorrow", -5.436338664445412),
("part of daysat <time-of-day>", -5.947164288211402),
-5.952377158399935),
("time-of-day (latent)tomorrow", -5.441551534633945),
("part of daysat <time-of-day>", -5.952377158399935),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-4.337726375777302),
("for <duration> from <time>December", -6.352629396319567),
("tomorrow<time-of-day> sharp|exactly", -6.352629396319567),
-4.342939245965835),
("for <duration> from <time>December", -6.3578422665081),
("tomorrow<time-of-day> sharp|exactly", -6.3578422665081),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.099866427824199),
-5.105079298012732),
("intersect by \",\", \"of\", \"from\" for yearhhhmm",
-5.099866427824199),
("time-of-day (latent)this <part-of-day>", -6.352629396319567),
("Pentecostyear (latent)", -6.352629396319567),
-5.105079298012732),
("time-of-day (latent)this <part-of-day>", -6.3578422665081),
("Pentecostyear (latent)", -6.3578422665081),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.099866427824199),
("<day-of-month> (ordinal)February", -6.352629396319567),
("Eid al-Fitryear (latent)", -5.436338664445412),
-5.105079298012732),
("<day-of-month> (ordinal)February", -6.3578422665081),
("Eid al-Fitryear (latent)", -5.441551534633945),
("Vasant Panchamiin|during <named-month>|year",
-6.352629396319567),
("Mondayin|during the <part-of-day>", -6.352629396319567),
("Chhathin|during <named-month>|year", -6.352629396319567),
("Diwaliin|during <named-month>|year", -6.352629396319567),
("Vaisakhiin|during <named-month>|year", -6.352629396319567),
("Guru Ravidass Jayantiyear (latent)", -5.099866427824199),
("Raksha Bandhanyear (latent)", -6.352629396319567),
("daysecond", -5.947164288211402),
-6.3578422665081),
("Mondayin|during the <part-of-day>", -6.3578422665081),
("Chhathin|during <named-month>|year", -6.3578422665081),
("Diwaliin|during <named-month>|year", -6.3578422665081),
("Vaisakhiin|during <named-month>|year", -6.3578422665081),
("Guru Ravidass Jayantiyear (latent)", -5.105079298012732),
("Raksha Bandhanyear (latent)", -6.3578422665081),
("daysecond", -5.952377158399935),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-5.947164288211402),
("Ashurayear (latent)", -6.352629396319567),
("Tuesdayin|during <named-month>|year", -6.352629396319567),
("Chinese New Yearyear (latent)", -6.352629396319567),
("tomorrowintersect", -6.352629396319567),
("Lag BaOmeryear (latent)", -6.352629396319567),
-5.952377158399935),
("Ashurayear (latent)", -6.3578422665081),
("Tuesdayin|during <named-month>|year", -6.3578422665081),
("Chinese New Yearyear (latent)", -6.3578422665081),
("tomorrowintersect", -6.3578422665081),
("Lag BaOmeryear (latent)", -6.3578422665081),
("last weekend of <named-month>year (latent)",
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("Eid al-Adhayear (latent)", -4.212563232823296),
("intersectin|during the <part-of-day>", -6.352629396319567),
("Palm Sundayyear (latent)", -6.352629396319567),
("Christmasat <time-of-day>", -6.352629396319567),
("Passoveryear (latent)", -6.352629396319567),
("Lazarus Saturdayyear (latent)", -6.352629396319567),
-6.3578422665081),
("Eid al-Adhayear (latent)", -4.217776103011829),
("intersectin|during the <part-of-day>", -6.3578422665081),
("Palm Sundayyear (latent)", -6.3578422665081),
("Christmasat <time-of-day>", -6.3578422665081),
("Passoveryear (latent)", -6.3578422665081),
("Lazarus Saturdayyear (latent)", -6.3578422665081),
("<day-of-month> (ordinal or number) <named-month>year (latent)",
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("hhhmmon <day>", -5.436338664445412),
("Yom HaShoahyear (latent)", -5.947164288211402),
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("hhhmmon <day>", -5.441551534633945),
("Yom HaShoahyear (latent)", -5.952377158399935),
("Thursday<datetime> - <datetime> (interval)",
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-5.952377158399935),
("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
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("Septemberyear (latent)", -5.947164288211402),
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("Septemberyear (latent)", -5.952377158399935),
("Thursday<time-of-day> - <time-of-day> (interval)",
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("Halloweenyear (latent)", -6.352629396319567),
-4.853764869731825),
("Halloweenyear (latent)", -6.3578422665081),
("<ordinal> last <cycle> of <time>year (latent)",
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("from <time-of-day> - <time-of-day> (interval)on <day>",
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("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
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("at <time-of-day>intersect", -5.436338664445412),
("Rosh Hashanahyear (latent)", -5.659482215759621),
("Dhanterasyear (latent)", -6.352629396319567),
("Tu BiShvatyear (latent)", -6.352629396319567),
("<day-of-month> (ordinal)December", -5.659482215759621),
("Holiyear (latent)", -5.659482215759621),
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("at <time-of-day>intersect", -5.441551534633945),
("Rosh Hashanahyear (latent)", -5.664695085948154),
("Dhanterasyear (latent)", -6.3578422665081),
("Tu BiShvatyear (latent)", -6.3578422665081),
("<day-of-month> (ordinal)December", -5.664695085948154),
("Holiyear (latent)", -5.664695085948154),
("<time-of-day> - <time-of-day> (interval)tomorrow",
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("Holika Dahanyear (latent)", -5.659482215759621),
-6.3578422665081),
("Holika Dahanyear (latent)", -5.664695085948154),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
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("dayminute", -3.0384433916470406),
("Mawlidyear (latent)", -6.352629396319567),
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("dayminute", -3.043656261835574),
("Mawlidyear (latent)", -6.3578422665081),
("from <datetime> - <datetime> (interval)on <day>",
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-5.952377158399935),
("<datetime> - <datetime> (interval)tomorrow",
-6.352629396319567),
("Jumu'atul-Widayear (latent)", -5.436338664445412),
("minuteday", -2.6149597780361984),
-6.3578422665081),
("Jumu'atul-Widayear (latent)", -5.441551534633945),
("minuteday", -2.6201726482247314),
("absorption of , after named dayintersect",
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("intersectyear (latent)", -6.352629396319567),
("Orthodox Easter Sundayyear (latent)", -6.352629396319567),
-5.664695085948154),
("intersectyear (latent)", -6.3578422665081),
("Orthodox Easter Sundayyear (latent)", -6.3578422665081),
("time-of-day (latent)in|within|after <duration>",
-6.352629396319567),
("<ordinal> <cycle> of <time>year (latent)",
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("intersecthhhmm", -5.947164288211402),
-6.3578422665081),
("<ordinal> <cycle> of <time>year (latent)", -6.3578422665081),
("intersecthhhmm", -5.952377158399935),
("the <day-of-month> (ordinal)in|during the <part-of-day>",
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("Boss's Dayyear (latent)", -5.947164288211402),
-6.3578422665081),
("Boss's Dayyear (latent)", -5.952377158399935),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-6.352629396319567),
("Global Youth Service Dayyear (latent)", -6.352629396319567),
("Dhanterasin|during <named-month>|year", -6.352629396319567),
("Tisha B'Avyear (latent)", -6.352629396319567),
("Isra and Mi'rajyear (latent)", -5.436338664445412),
("at <time-of-day>on <day>", -4.743191483885466),
-6.3578422665081),
("Global Youth Service Dayyear (latent)", -6.3578422665081),
("Dhanterasin|during <named-month>|year", -6.3578422665081),
("Tisha B'Avyear (latent)", -6.3578422665081),
("Isra and Mi'rajyear (latent)", -5.441551534633945),
("at <time-of-day>on <day>", -4.748404354073999),
("at <time-of-day>absorption of , after named day",
-5.947164288211402),
-5.952377158399935),
("time-of-day (latent)<time> <part-of-day>",
-5.659482215759621),
("Christmasyear (latent)", -5.947164288211402),
("Naraka Chaturdashiyear (latent)", -5.947164288211402),
("Thai Pongalin|during <named-month>|year", -6.352629396319567),
("dayweek", -6.352629396319567),
("Easter Sundayyear (latent)", -5.659482215759621),
-5.664695085948154),
("Christmasyear (latent)", -5.952377158399935),
("Naraka Chaturdashiyear (latent)", -5.952377158399935),
("Thai Pongalin|during <named-month>|year", -6.3578422665081),
("dayweek", -6.3578422665081),
("Easter Sundayyear (latent)", -5.664695085948154),
("between <time-of-day> and <time-of-day> (interval)on <day>",
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("weekyear", -5.254017107651457),
("King's Dayyear (latent)", -4.848551999543292),
("hh:mmin|during the <part-of-day>", -5.436338664445412),
-5.952377158399935),
("weekyear", -5.25922997783999),
("King's Dayyear (latent)", -4.853764869731825),
("hh:mmin|during the <part-of-day>", -5.441551534633945),
("<cycle> after|before <time><time-of-day> am|pm",
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("Hanukkahyear (latent)", -5.659482215759621),
("February<time> <part-of-day>", -6.352629396319567),
-5.952377158399935),
("Hanukkahyear (latent)", -5.664695085948154),
("February<time> <part-of-day>", -6.3578422665081),
("time-of-day (latent)in|during the <part-of-day>",
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("Great Lentyear (latent)", -6.352629396319567),
("tomorrowat <time-of-day>", -5.659482215759621),
("hhmm (latent)in|during the <part-of-day>",
-6.352629396319567),
("Vaisakhiyear (latent)", -5.659482215759621),
-6.3578422665081),
("Great Lentyear (latent)", -6.3578422665081),
("tomorrowat <time-of-day>", -5.664695085948154),
("hhmm (latent)in|during the <part-of-day>", -6.3578422665081),
("Vaisakhiyear (latent)", -5.664695085948154),
("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-5.659482215759621),
("last <cycle> of <time>year (latent)", -5.659482215759621),
("at <time-of-day>tomorrow", -5.947164288211402),
("tomorrow<time-of-day> am|pm", -6.352629396319567),
-5.664695085948154),
("last <cycle> of <time>year (latent)", -5.664695085948154),
("at <time-of-day>tomorrow", -5.952377158399935),
("tomorrow<time-of-day> am|pm", -6.3578422665081),
("<named-month> <day-of-month> (non ordinal)year (latent)",
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("Diwaliyear (latent)", -6.352629396319567),
("between <time> and <time>on <day>", -5.947164288211402),
("Black Fridayyear (latent)", -5.947164288211402),
-6.3578422665081),
("Diwaliyear (latent)", -6.3578422665081),
("between <time> and <time>on <day>", -5.952377158399935),
("Black Fridayyear (latent)", -5.952377158399935),
("the <ordinal> last <cycle> of <time>year (latent)",
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-6.3578422665081),
("in|during the <part-of-day>at <time-of-day>",
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("Chhathyear (latent)", -5.947164288211402),
("Vasant Panchamiyear (latent)", -6.352629396319567),
("Rabindra Jayantiyear (latent)", -5.099866427824199),
("St Patrick's Dayyear (latent)", -6.352629396319567),
("Thursday<time> (timezone)", -6.352629396319567),
-6.3578422665081),
("Chhathyear (latent)", -5.952377158399935),
("Vasant Panchamiyear (latent)", -6.3578422665081),
("Rabindra Jayantiyear (latent)", -5.105079298012732),
("St Patrick's Dayyear (latent)", -6.3578422665081),
("Thursday<time> (timezone)", -6.3578422665081),
("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-6.352629396319567),
("<datetime> - <datetime> (interval)July", -5.947164288211402),
-6.3578422665081),
("<datetime> - <datetime> (interval)July", -5.952377158399935),
("on <day><named-month> <day-of-month> (non ordinal)",
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("Februaryintersect", -6.352629396319567),
("Simchat Torahyear (latent)", -6.352629396319567),
("minuteyear", -6.352629396319567)],
n = 439},
-5.664695085948154),
("Februaryintersect", -6.3578422665081),
("Simchat Torahyear (latent)", -6.3578422665081),
("minuteyear", -6.3578422665081)],
n = 441},
koData =
ClassData{prior = -0.9654335675337526, unseen = -6.698268054115413,
ClassData{prior = -0.968250470804866, unseen = -6.70073110954781,
likelihoods =
HashMap.fromList
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("hourday", -3.6059917943081685),
[("Thursdayhhhmm", -4.502275762825459),
("hourday", -3.608457886803362),
("<hour-of-day> <integer><time-of-day> am|pm",
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("dayhour", -3.4389377096450024),
("<time> timezoneyear (latent)", -5.310739886546594),
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("<day-of-month> (ordinal)August", -6.0063531596017325),
("dayhour", -3.441403802140196),
("<time> timezoneyear (latent)", -5.313205979041787),
("<time-of-day> - <time-of-day> (interval)on <day>",
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("Tuesdayfrom|since|after <time>", -5.310739886546594),
("daymonth", -3.3297384176800104),
("monthyear", -4.751124098611172),
("<time-of-day> am|pmyear (latent)", -5.310739886546594),
("Thai Pongalyear (latent)", -5.310739886546594),
("intersecthh:mm", -6.003887067106539),
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("Tuesdayfrom|since|after <time>", -5.313205979041787),
("daymonth", -3.332204510175204),
("monthyear", -4.7535901911063645),
("<time-of-day> am|pmyear (latent)", -5.313205979041787),
("Thai Pongalyear (latent)", -5.313205979041787),
("intersecthh:mm", -6.0063531596017325),
("from <datetime> - <datetime> (interval)July",
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("<day-of-month> (ordinal)Wednesday", -6.003887067106539),
("houryear", -4.617592705986649),
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("<day-of-month> (ordinal)Wednesday", -6.0063531596017325),
("houryear", -4.620058798481842),
("from <time-of-day> - <time-of-day> (interval)July",
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("<day-of-month> (ordinal)October", -6.003887067106539),
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("<day-of-month> (ordinal)October", -6.0063531596017325),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
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("hournograin", -4.751124098611172),
("<time-of-day> am|pmintersect", -4.751124098611172),
("Octoberyear (latent)", -6.003887067106539),
-5.313205979041787),
("hournograin", -4.7535901911063645),
("<time-of-day> am|pmintersect", -4.7535901911063645),
("Octoberyear (latent)", -6.0063531596017325),
("time-of-day (latent)intersect by \",\", \"of\", \"from\", \"'s\"",
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("until <time>on <day>", -5.310739886546594),
("time-of-day (latent)intersect", -5.310739886546594),
("todayin <number> (implicit minutes)", -6.003887067106539),
-5.600888051493568),
("until <time>on <day>", -5.313205979041787),
("time-of-day (latent)intersect", -5.313205979041787),
("todayin <number> (implicit minutes)", -6.0063531596017325),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
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("about|exactly <time-of-day>year (latent)",
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("hh:mmon <day>", -4.751124098611172),
("hhhmmintersect", -5.598421958998375),
("absorption of , after named dayJuly", -5.0875963352323845),
("from|since|after <time>July", -5.598421958998375),
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("hh:mmon <day>", -4.7535901911063645),
("hhhmmintersect", -5.600888051493568),
("absorption of , after named dayJuly", -5.090062427727577),
("from|since|after <time>July", -5.600888051493568),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
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("Clean Mondayyear (latent)", -6.003887067106539),
("monthhour", -6.003887067106539),
-5.090062427727577),
("Clean Mondayyear (latent)", -6.0063531596017325),
("monthhour", -6.0063531596017325),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
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("hourmonth", -4.132084890204948),
("todayat <time-of-day>", -6.003887067106539),
("hhhmmyear (latent)", -4.751124098611172),
("from|since|after <time>December", -6.003887067106539),
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("hourmonth", -4.134550982700141),
("todayat <time-of-day>", -6.0063531596017325),
("hhhmmyear (latent)", -4.7535901911063645),
("from|since|after <time>December", -6.0063531596017325),
("from|since|after <time><time-of-day> am|pm",
-6.003887067106539),
("<time-of-day> am|pmon <day>", -4.751124098611172),
("Mondayyear (latent)", -5.310739886546594),
("dayday", -4.617592705986649),
("on <day>September", -5.310739886546594),
("time-of-day (latent)September", -5.598421958998375),
("hourhour", -5.598421958998375),
("time-of-day (latent)on <day>", -4.499809670330265),
("Thursdaydd/mm", -6.003887067106539),
-6.0063531596017325),
("<time-of-day> am|pmon <day>", -4.7535901911063645),
("Mondayyear (latent)", -5.313205979041787),
("dayday", -4.620058798481842),
("on <day>September", -5.313205979041787),
("time-of-day (latent)September", -5.600888051493568),
("hourhour", -5.600888051493568),
("time-of-day (latent)on <day>", -4.502275762825459),
("Thursdaydd/mm", -6.0063531596017325),
("time-of-day (latent)<cycle> after|before <time>",
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("dayyear", -3.0861163350222602),
("New Year's Dayyear (latent)", -5.0875963352323845),
("time-of-day (latent)Sunday", -5.598421958998375),
("Thursdayfrom|since|after <time>", -4.2991389748681135),
("Thursdayat <time-of-day>", -4.394449154672439),
-5.600888051493568),
("dayyear", -3.0885824275174536),
("New Year's Dayyear (latent)", -5.090062427727577),
("time-of-day (latent)Sunday", -5.600888051493568),
("Thursdayfrom|since|after <time>", -4.301605067363307),
("Thursdayat <time-of-day>", -4.396915247167632),
("<integer> to|till|before <hour-of-day>September",
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("Aprilyear (latent)", -6.003887067106539),
("the <day-of-month> (ordinal)July", -6.003887067106539),
("the <day-of-month> (number)July", -6.003887067106539),
("monthminute", -6.003887067106539),
("<time-of-day> am|pmtomorrow", -6.003887067106539),
("Thursdayhh:mm", -5.0875963352323845),
("<day-of-month> (ordinal)Tuesday", -5.598421958998375),
("minutemonth", -3.8638209036102684),
("time-of-day (latent)Friday", -5.598421958998375),
("minutehour", -6.003887067106539),
("Augustyear (latent)", -5.598421958998375),
("week-endin|during <named-month>|year", -6.003887067106539),
("time-of-day (latent)Tuesday", -5.598421958998375),
-6.0063531596017325),
("Aprilyear (latent)", -6.0063531596017325),
("the <day-of-month> (ordinal)July", -6.0063531596017325),
("the <day-of-month> (number)July", -6.0063531596017325),
("monthminute", -6.0063531596017325),
("<time-of-day> am|pmtomorrow", -6.0063531596017325),
("Thursdayhh:mm", -5.090062427727577),
("<day-of-month> (ordinal)Tuesday", -5.600888051493568),
("minutemonth", -3.866286996105462),
("time-of-day (latent)Friday", -5.600888051493568),
("minutehour", -6.0063531596017325),
("Augustyear (latent)", -5.600888051493568),
("week-endin|during <named-month>|year", -6.0063531596017325),
("time-of-day (latent)Tuesday", -5.600888051493568),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-6.003887067106539),
("Sundayyear (latent)", -5.0875963352323845),
("Christmasat <time-of-day>", -6.003887067106539),
("from|since|after <time>year (latent)", -4.90527477843843),
("hhhmmon <day>", -5.0875963352323845),
("yesterday<time-of-day> am|pm", -6.003887067106539),
("<day-of-month> (ordinal)July", -5.310739886546594),
-6.0063531596017325),
("Sundayyear (latent)", -5.090062427727577),
("Christmasat <time-of-day>", -6.0063531596017325),
("from|since|after <time>year (latent)", -4.907740870933623),
("hhhmmon <day>", -5.090062427727577),
("yesterday<time-of-day> am|pm", -6.0063531596017325),
("<day-of-month> (ordinal)July", -5.313205979041787),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-6.003887067106539),
-6.0063531596017325),
("Thursday<time-of-day> - <time-of-day> (interval)",
-6.003887067106539),
-6.0063531596017325),
("in|during <named-month>|yearyear (latent)",
-6.003887067106539),
("at <time-of-day>intersect", -5.0875963352323845),
("hh:mmyear (latent)", -4.617592705986649),
("Holiyear (latent)", -6.003887067106539),
("until <time><time-of-day> am|pm", -6.003887067106539),
-6.0063531596017325),
("at <time-of-day>intersect", -5.090062427727577),
("hh:mmyear (latent)", -4.620058798481842),
("Holiyear (latent)", -6.0063531596017325),
("until <time><time-of-day> am|pm", -6.0063531596017325),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.598421958998375),
("dayminute", -3.170673723050323),
("yyyy-mm-ddhh:mm", -5.598421958998375),
("intersectfrom|since|after <time>", -5.598421958998375),
("intersectSeptember", -4.132084890204948),
("minuteday", -2.8468866459564257),
-5.600888051493568),
("dayminute", -3.173139815545517),
("yyyy-mm-ddhh:mm", -5.600888051493568),
("intersectfrom|since|after <time>", -5.600888051493568),
("intersectSeptember", -4.134550982700141),
("minuteday", -2.8493527384516195),
("absorption of , after named dayintersect",
-6.003887067106539),
("intersectyear (latent)", -6.003887067106539),
("Februaryin|during the <part-of-day>", -6.003887067106539),
-6.0063531596017325),
("intersectyear (latent)", -6.0063531596017325),
("Februaryin|during the <part-of-day>", -6.0063531596017325),
("<duration> after|before|from|past <time>December",
-6.003887067106539),
("time-of-day (latent)July", -5.310739886546594),
("Saturdayyear (latent)", -6.003887067106539),
-6.0063531596017325),
("time-of-day (latent)July", -5.313205979041787),
("Saturdayyear (latent)", -6.0063531596017325),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-6.003887067106539),
("at <time-of-day>on <day>", -5.0875963352323845),
-6.0063531596017325),
("at <time-of-day>on <day>", -5.090062427727577),
("absorption of , after named daySeptember",
-4.751124098611172),
("Naraka Chaturdashiyear (latent)", -6.003887067106539),
("from|since|after <time>on <day>", -5.0875963352323845),
("dayweek", -6.003887067106539),
("Easter Sundayyear (latent)", -5.598421958998375),
("Thursday<time-of-day> am|pm", -4.751124098611172),
("weekyear", -5.598421958998375),
("time-of-day (latent)Thursday", -5.598421958998375),
-4.7535901911063645),
("Naraka Chaturdashiyear (latent)", -6.0063531596017325),
("from|since|after <time>on <day>", -5.090062427727577),
("dayweek", -6.0063531596017325),
("Easter Sundayyear (latent)", -5.600888051493568),
("Thursday<time-of-day> am|pm", -4.7535901911063645),
("weekyear", -5.600888051493568),
("time-of-day (latent)Thursday", -5.600888051493568),
("<named-month> <day-of-month> (non ordinal)until <time>",
-6.003887067106539),
("<day-of-month> (ordinal)April", -6.003887067106539),
-6.0063531596017325),
("<day-of-month> (ordinal)April", -6.0063531596017325),
("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-5.598421958998375),
-5.600888051493568),
("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-5.310739886546594),
("Sundayfrom|since|after <time>", -6.003887067106539),
("absorption of , after named dayFebruary",
-5.0875963352323845),
-5.313205979041787),
("Sundayfrom|since|after <time>", -6.0063531596017325),
("absorption of , after named dayFebruary", -5.090062427727577),
("time-of-day (latent)in|during the <part-of-day>",
-5.598421958998375),
-5.600888051493568),
("July<integer> to|till|before <hour-of-day>",
-6.003887067106539),
("tomorrowat <time-of-day>", -6.003887067106539),
("daynograin", -5.598421958998375),
-6.0063531596017325),
("tomorrowat <time-of-day>", -6.0063531596017325),
("daynograin", -5.600888051493568),
("<integer> to|till|before <hour-of-day>July",
-5.598421958998375),
("last <cycle> of <time>year (latent)", -5.598421958998375),
("tomorrow<time-of-day> am|pm", -6.003887067106539),
-5.600888051493568),
("last <cycle> of <time>year (latent)", -5.600888051493568),
("tomorrow<time-of-day> am|pm", -6.0063531596017325),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-5.310739886546594),
("Diwaliyear (latent)", -5.598421958998375),
-5.313205979041787),
("Diwaliyear (latent)", -5.600888051493568),
("<time-of-day> - <time-of-day> (interval)July",
-6.003887067106539),
("Fridayyear (latent)", -5.598421958998375),
("time-of-day (latent)April", -6.003887067106539),
("minuteyear", -3.8066624897703196)],
-6.0063531596017325),
("Fridayyear (latent)", -5.600888051493568),
("time-of-day (latent)April", -6.0063531596017325),
("minuteyear", -3.8091285822655134)],
n = 270}}),
("one eleven",
Classifier{okData =
@ -1535,15 +1538,15 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -0.1670540846631662,
unseen = -5.2574953720277815,
ClassData{prior = -0.16542475640047638,
unseen = -5.267858159063328,
likelihoods =
HashMap.fromList
[("integer (numeric)", -3.1917602968305085e-2),
("intersect 2 numbers", -3.865979066926739)],
n = 187},
[("integer (numeric)", -3.158157205029893e-2),
("intersect 2 numbers", -3.876395827784995)],
n = 189},
koData =
ClassData{prior = -1.8718021769015913,
ClassData{prior = -1.8808112468439573,
unseen = -3.6635616461296463,
likelihoods =
HashMap.fromList

View File

@ -83,10 +83,10 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.592360869030033, unseen = -6.025865973825314,
likelihoods = HashMap.fromList [("", 0.0)], n = 412},
ClassData{prior = -0.5901992113075029, unseen = -6.030685260261263,
likelihoods = HashMap.fromList [("", 0.0)], n = 414},
koData =
ClassData{prior = -0.8052417283991157, unseen = -5.814130531825066,
ClassData{prior = -0.8079226951523735, unseen = -5.814130531825066,
likelihoods = HashMap.fromList [("", 0.0)], n = 333}}),
("<year> (bc|ad)",
Classifier{okData =
@ -135,6 +135,13 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Karva Chauth",
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}}),
("<cycle> after|before <time>",
Classifier{okData =
ClassData{prior = -0.6931471805599453, unseen = -2.833213344056216,
@ -545,18 +552,18 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("in|during <named-month>|year",
Classifier{okData =
ClassData{prior = -0.24512245803298496,
unseen = -3.7612001156935624,
ClassData{prior = -0.2336148511815052,
unseen = -3.8066624897703196,
likelihoods =
HashMap.fromList
[("<year> (bc|ad)", -1.9459101490553135),
("October", -3.044522437723423),
("year (latent)", -1.3397743454849977),
("year", -0.9650808960435872), ("March", -2.639057329615259),
("month", -2.3513752571634776)],
n = 18},
[("<year> (bc|ad)", -1.9924301646902063),
("October", -3.0910424533583156),
("year (latent)", -1.2992829841302609),
("year", -0.9509762898620451), ("March", -2.6855773452501515),
("month", -2.3978952727983707)],
n = 19},
koData =
ClassData{prior = -1.5260563034950494, unseen = -2.833213344056216,
ClassData{prior = -1.5686159179138452, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("October", -1.6739764335716716),
@ -844,422 +851,418 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.4793561134569561, unseen = -7.046647277848756,
ClassData{prior = -0.4776275543563949, unseen = -7.051855622955894,
likelihoods =
HashMap.fromList
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[("Navaratriyear (latent)", -6.3578422665081),
("Karva Chauthyear (latent)", -6.3578422665081),
("<day-of-month> (ordinal)in|during the <part-of-day>",
-6.352629396319567),
("Ramadanyear (latent)", -5.436338664445412),
-6.3578422665081),
("Ramadanyear (latent)", -5.441551534633945),
("<datetime> - <datetime> (interval)on <day>",
-4.966335035199676),
("Bhai Doojyear (latent)", -6.352629396319567),
("hourday", -4.337726375777302),
("dayhour", -3.408190417153126),
-4.971547905388209),
("Bhai Doojyear (latent)", -6.3578422665081),
("hourday", -4.342939245965835),
("dayhour", -3.413403287341659),
("<time-of-day> - <time-of-day> (interval)on <day>",
-4.966335035199676),
("Martin Luther King's Dayyear (latent)", -5.947164288211402),
("Shemini Atzeretyear (latent)", -6.352629396319567),
("daymonth", -4.337726375777302),
("monthday", -5.947164288211402),
("monthyear", -4.560869927091511),
("Yom Ha'atzmautyear (latent)", -6.352629396319567),
("Vijayadashamiyear (latent)", -6.352629396319567),
("Thai Pongalyear (latent)", -5.659482215759621),
("Thiru Onamyear (latent)", -5.659482215759621),
("hhhmmabsorption of , after named day", -6.352629396319567),
("Tuesdaythe <day-of-month> (ordinal)", -6.352629396319567),
-4.971547905388209),
("Martin Luther King's Dayyear (latent)", -5.952377158399935),
("Shemini Atzeretyear (latent)", -6.3578422665081),
("daymonth", -4.342939245965835),
("monthday", -5.952377158399935),
("monthyear", -4.566082797280044),
("Yom Ha'atzmautyear (latent)", -6.3578422665081),
("Vijayadashamiyear (latent)", -6.3578422665081),
("Thai Pongalyear (latent)", -5.664695085948154),
("Thiru Onamyear (latent)", -5.664695085948154),
("hhhmmabsorption of , after named day", -6.3578422665081),
("Tuesdaythe <day-of-month> (ordinal)", -6.3578422665081),
("from <datetime> - <datetime> (interval)July",
-5.436338664445412),
("<day-of-month> (ordinal)Wednesday", -6.352629396319567),
("Krishna Janmashtamiyear (latent)", -5.947164288211402),
("Guru Gobind Singh Jayantiyear (latent)", -6.352629396319567),
("houryear", -5.436338664445412),
-5.441551534633945),
("<day-of-month> (ordinal)Wednesday", -6.3578422665081),
("Krishna Janmashtamiyear (latent)", -5.952377158399935),
("Guru Gobind Singh Jayantiyear (latent)", -6.3578422665081),
("houryear", -5.441551534633945),
("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-6.352629396319567),
("Christmas<time-of-day> am|pm", -6.352629396319567),
("last <day-of-week> of <time>year (latent)",
-6.352629396319567),
-6.3578422665081),
("Christmas<time-of-day> am|pm", -6.3578422665081),
("last <day-of-week> of <time>year (latent)", -6.3578422665081),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.659482215759621),
("intersectin|during <named-month>|year", -6.352629396319567),
("<time-of-day> am|pmintersect", -5.099866427824199),
("Earth Houryear (latent)", -6.352629396319567),
("Octoberyear (latent)", -4.848551999543292),
("intersect<time-of-day> am|pm", -6.352629396319567),
("Mattu Pongalyear (latent)", -6.352629396319567),
("Shavuotyear (latent)", -6.352629396319567),
("Parsi New Yearyear (latent)", -5.436338664445412),
-5.664695085948154),
("intersectin|during <named-month>|year", -6.3578422665081),
("<time-of-day> am|pmintersect", -5.105079298012732),
("Earth Houryear (latent)", -6.3578422665081),
("Octoberyear (latent)", -4.853764869731825),
("intersect<time-of-day> am|pm", -6.3578422665081),
("Mattu Pongalyear (latent)", -6.3578422665081),
("Shavuotyear (latent)", -6.3578422665081),
("Parsi New Yearyear (latent)", -5.441551534633945),
("at <time-of-day>in|within|after <duration>",
-6.352629396319567),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.352629396319567),
("todayin|within|after <duration>", -6.352629396319567),
-6.3578422665081),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.3578422665081),
("todayin|within|after <duration>", -6.3578422665081),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.947164288211402),
("Marchyear (latent)", -6.352629396319567),
-5.952377158399935),
("Marchyear (latent)", -6.3578422665081),
("intersect by \",\", \"of\", \"from\", \"'s\"hhhmm",
-5.947164288211402),
("Sukkotyear (latent)", -5.947164288211402),
("hhhmmintersect", -5.947164288211402),
-5.952377158399935),
("Sukkotyear (latent)", -5.952377158399935),
("hhhmmintersect", -5.952377158399935),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-5.947164288211402),
("Clean Mondayyear (latent)", -5.947164288211402),
("monthhour", -5.947164288211402),
-5.952377158399935),
("Clean Mondayyear (latent)", -5.952377158399935),
("monthhour", -5.952377158399935),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.659482215759621),
("todayat <time-of-day>", -6.352629396319567),
("Thursday<time> timezone", -3.954734123521196),
("time-of-day (latent)tonight", -5.947164288211402),
("from|since|after <time>December", -6.352629396319567),
("<time-of-day> am|pmon <day>", -4.337726375777302),
("this <time>hh(:mm) - <time-of-day> am|pm",
-6.352629396319567),
("yyyy-mm-ddhh:mm:ss", -5.947164288211402),
("dayday", -3.6445791952173563),
("<time> <part-of-day>at <time-of-day>", -6.352629396319567),
("tonightat <time-of-day>", -6.352629396319567),
-5.664695085948154),
("todayat <time-of-day>", -6.3578422665081),
("Thursday<time> timezone", -3.959946993709729),
("time-of-day (latent)tonight", -5.952377158399935),
("from|since|after <time>December", -6.3578422665081),
("<time-of-day> am|pmon <day>", -4.342939245965835),
("this <time>hh(:mm) - <time-of-day> am|pm", -6.3578422665081),
("yyyy-mm-ddhh:mm:ss", -5.952377158399935),
("dayday", -3.6497920654058897),
("<time> <part-of-day>at <time-of-day>", -6.3578422665081),
("tonightat <time-of-day>", -6.3578422665081),
("<time-of-day> am|pmabsorption of , after named day",
-5.659482215759621),
("Dayananda Saraswati Jayantiyear (latent)",
-6.352629396319567),
("today<time-of-day> am|pm", -6.352629396319567),
("Februarythe <day-of-month> (ordinal)", -5.947164288211402),
("at <time-of-day><time> <part-of-day>", -6.352629396319567),
("<day-of-month> (ordinal)intersect", -5.947164288211402),
("hourhour", -4.273187854639731),
("Navaratriin|during <named-month>|year", -6.352629396319567),
("Wednesdaythis|last|next <cycle>", -6.352629396319567),
("Lentyear (latent)", -6.352629396319567),
-5.664695085948154),
("Dayananda Saraswati Jayantiyear (latent)", -6.3578422665081),
("today<time-of-day> am|pm", -6.3578422665081),
("Februarythe <day-of-month> (ordinal)", -5.952377158399935),
("at <time-of-day><time> <part-of-day>", -6.3578422665081),
("<day-of-month> (ordinal)intersect", -5.952377158399935),
("hourhour", -4.278400724828264),
("Navaratriin|during <named-month>|year", -6.3578422665081),
("Wednesdaythis|last|next <cycle>", -6.3578422665081),
("Lentyear (latent)", -6.3578422665081),
("intersect<named-month> <day-of-month> (non ordinal)",
-4.480827219417975),
("Boghiyear (latent)", -6.352629396319567),
("dayyear", -1.970602761645685),
("Thursdayfrom|since|after <time>", -5.947164288211402),
-4.486040089606508),
("Boghiyear (latent)", -6.3578422665081),
("dayyear", -1.9633931118356607),
("Karva Chauthin|during <named-month>|year", -6.3578422665081),
("Thursdayfrom|since|after <time>", -5.952377158399935),
("<time-of-day> o'clockin|during the <part-of-day>",
-6.352629396319567),
("Thursdayat <time-of-day>", -5.659482215759621),
("Islamic New Yearyear (latent)", -5.947164288211402),
("Laylat al-Qadryear (latent)", -5.436338664445412),
("Shrove Tuesdayyear (latent)", -6.352629396319567),
-6.3578422665081),
("Thursdayat <time-of-day>", -5.664695085948154),
("Islamic New Yearyear (latent)", -5.952377158399935),
("Laylat al-Qadryear (latent)", -5.441551534633945),
("Shrove Tuesdayyear (latent)", -6.3578422665081),
("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-5.659482215759621),
("<time-of-day> am|pmtomorrow", -5.659482215759621),
("Yom Kippuryear (latent)", -6.352629396319567),
("<day-of-month> (ordinal)Tuesday", -5.947164288211402),
("<part-of-day> of <time>year (latent)", -6.352629396319567),
("minutehour", -5.099866427824199),
("Kaanum Pongalyear (latent)", -5.947164288211402),
("Maha Saptamiyear (latent)", -6.352629396319567),
-5.664695085948154),
("<time-of-day> am|pmtomorrow", -5.664695085948154),
("Yom Kippuryear (latent)", -6.3578422665081),
("<day-of-month> (ordinal)Tuesday", -5.952377158399935),
("<part-of-day> of <time>year (latent)", -6.3578422665081),
("minutehour", -5.105079298012732),
("Kaanum Pongalyear (latent)", -5.952377158399935),
("Maha Saptamiyear (latent)", -6.3578422665081),
("at <time-of-day>in|during the <part-of-day>",
-5.947164288211402),
("time-of-day (latent)tomorrow", -5.436338664445412),
("part of daysat <time-of-day>", -5.947164288211402),
-5.952377158399935),
("time-of-day (latent)tomorrow", -5.441551534633945),
("part of daysat <time-of-day>", -5.952377158399935),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-4.337726375777302),
("for <duration> from <time>December", -6.352629396319567),
("tomorrow<time-of-day> sharp|exactly", -6.352629396319567),
-4.342939245965835),
("for <duration> from <time>December", -6.3578422665081),
("tomorrow<time-of-day> sharp|exactly", -6.3578422665081),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.099866427824199),
-5.105079298012732),
("intersect by \",\", \"of\", \"from\" for yearhhhmm",
-5.099866427824199),
("time-of-day (latent)this <part-of-day>", -6.352629396319567),
("Pentecostyear (latent)", -6.352629396319567),
-5.105079298012732),
("time-of-day (latent)this <part-of-day>", -6.3578422665081),
("Pentecostyear (latent)", -6.3578422665081),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.099866427824199),
("<day-of-month> (ordinal)February", -6.352629396319567),
("Eid al-Fitryear (latent)", -5.436338664445412),
-5.105079298012732),
("<day-of-month> (ordinal)February", -6.3578422665081),
("Eid al-Fitryear (latent)", -5.441551534633945),
("Vasant Panchamiin|during <named-month>|year",
-6.352629396319567),
("Mondayin|during the <part-of-day>", -6.352629396319567),
("Chhathin|during <named-month>|year", -6.352629396319567),
("Diwaliin|during <named-month>|year", -6.352629396319567),
("Vaisakhiin|during <named-month>|year", -6.352629396319567),
("Guru Ravidass Jayantiyear (latent)", -5.099866427824199),
("Raksha Bandhanyear (latent)", -6.352629396319567),
("daysecond", -5.947164288211402),
-6.3578422665081),
("Mondayin|during the <part-of-day>", -6.3578422665081),
("Chhathin|during <named-month>|year", -6.3578422665081),
("Diwaliin|during <named-month>|year", -6.3578422665081),
("Vaisakhiin|during <named-month>|year", -6.3578422665081),
("Guru Ravidass Jayantiyear (latent)", -5.105079298012732),
("Raksha Bandhanyear (latent)", -6.3578422665081),
("daysecond", -5.952377158399935),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
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("Ashurayear (latent)", -6.352629396319567),
("Tuesdayin|during <named-month>|year", -6.352629396319567),
("Chinese New Yearyear (latent)", -6.352629396319567),
("tomorrowintersect", -6.352629396319567),
("Lag BaOmeryear (latent)", -6.352629396319567),
-5.952377158399935),
("Ashurayear (latent)", -6.3578422665081),
("Tuesdayin|during <named-month>|year", -6.3578422665081),
("Chinese New Yearyear (latent)", -6.3578422665081),
("tomorrowintersect", -6.3578422665081),
("Lag BaOmeryear (latent)", -6.3578422665081),
("last weekend of <named-month>year (latent)",
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("Eid al-Adhayear (latent)", -4.212563232823296),
("intersectin|during the <part-of-day>", -6.352629396319567),
("Palm Sundayyear (latent)", -6.352629396319567),
("Christmasat <time-of-day>", -6.352629396319567),
("Passoveryear (latent)", -6.352629396319567),
("Lazarus Saturdayyear (latent)", -6.352629396319567),
-6.3578422665081),
("Eid al-Adhayear (latent)", -4.217776103011829),
("intersectin|during the <part-of-day>", -6.3578422665081),
("Palm Sundayyear (latent)", -6.3578422665081),
("Christmasat <time-of-day>", -6.3578422665081),
("Passoveryear (latent)", -6.3578422665081),
("Lazarus Saturdayyear (latent)", -6.3578422665081),
("<day-of-month> (ordinal or number) <named-month>year (latent)",
-6.352629396319567),
("hhhmmon <day>", -5.436338664445412),
("Yom HaShoahyear (latent)", -5.947164288211402),
-6.3578422665081),
("hhhmmon <day>", -5.441551534633945),
("Yom HaShoahyear (latent)", -5.952377158399935),
("Thursday<datetime> - <datetime> (interval)",
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-5.952377158399935),
("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
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("Septemberyear (latent)", -5.947164288211402),
-6.3578422665081),
("Septemberyear (latent)", -5.952377158399935),
("Thursday<time-of-day> - <time-of-day> (interval)",
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("Halloweenyear (latent)", -6.352629396319567),
-4.853764869731825),
("Halloweenyear (latent)", -6.3578422665081),
("<ordinal> last <cycle> of <time>year (latent)",
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("from <time-of-day> - <time-of-day> (interval)on <day>",
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("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
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("at <time-of-day>intersect", -5.436338664445412),
("Rosh Hashanahyear (latent)", -5.659482215759621),
("Dhanterasyear (latent)", -6.352629396319567),
("Tu BiShvatyear (latent)", -6.352629396319567),
("<day-of-month> (ordinal)December", -5.659482215759621),
("Holiyear (latent)", -5.659482215759621),
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("at <time-of-day>intersect", -5.441551534633945),
("Rosh Hashanahyear (latent)", -5.664695085948154),
("Dhanterasyear (latent)", -6.3578422665081),
("Tu BiShvatyear (latent)", -6.3578422665081),
("<day-of-month> (ordinal)December", -5.664695085948154),
("Holiyear (latent)", -5.664695085948154),
("<time-of-day> - <time-of-day> (interval)tomorrow",
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("Holika Dahanyear (latent)", -5.659482215759621),
-6.3578422665081),
("Holika Dahanyear (latent)", -5.664695085948154),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
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("dayminute", -3.0384433916470406),
("Mawlidyear (latent)", -6.352629396319567),
-5.952377158399935),
("dayminute", -3.043656261835574),
("Mawlidyear (latent)", -6.3578422665081),
("from <datetime> - <datetime> (interval)on <day>",
-5.947164288211402),
-5.952377158399935),
("<datetime> - <datetime> (interval)tomorrow",
-6.352629396319567),
("Jumu'atul-Widayear (latent)", -5.436338664445412),
("minuteday", -2.6149597780361984),
-6.3578422665081),
("Jumu'atul-Widayear (latent)", -5.441551534633945),
("minuteday", -2.6201726482247314),
("absorption of , after named dayintersect",
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("intersectyear (latent)", -6.352629396319567),
("Orthodox Easter Sundayyear (latent)", -6.352629396319567),
-5.664695085948154),
("intersectyear (latent)", -6.3578422665081),
("Orthodox Easter Sundayyear (latent)", -6.3578422665081),
("time-of-day (latent)in|within|after <duration>",
-6.352629396319567),
("<ordinal> <cycle> of <time>year (latent)",
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("intersecthhhmm", -5.947164288211402),
-6.3578422665081),
("<ordinal> <cycle> of <time>year (latent)", -6.3578422665081),
("intersecthhhmm", -5.952377158399935),
("the <day-of-month> (ordinal)in|during the <part-of-day>",
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("Boss's Dayyear (latent)", -5.947164288211402),
-6.3578422665081),
("Boss's Dayyear (latent)", -5.952377158399935),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-6.352629396319567),
("Global Youth Service Dayyear (latent)", -6.352629396319567),
("Dhanterasin|during <named-month>|year", -6.352629396319567),
("Tisha B'Avyear (latent)", -6.352629396319567),
("Isra and Mi'rajyear (latent)", -5.436338664445412),
("at <time-of-day>on <day>", -4.743191483885466),
-6.3578422665081),
("Global Youth Service Dayyear (latent)", -6.3578422665081),
("Dhanterasin|during <named-month>|year", -6.3578422665081),
("Tisha B'Avyear (latent)", -6.3578422665081),
("Isra and Mi'rajyear (latent)", -5.441551534633945),
("at <time-of-day>on <day>", -4.748404354073999),
("at <time-of-day>absorption of , after named day",
-5.947164288211402),
-5.952377158399935),
("time-of-day (latent)<time> <part-of-day>",
-5.659482215759621),
("Christmasyear (latent)", -5.947164288211402),
("Naraka Chaturdashiyear (latent)", -5.947164288211402),
("Thai Pongalin|during <named-month>|year", -6.352629396319567),
("dayweek", -6.352629396319567),
("Easter Sundayyear (latent)", -5.659482215759621),
-5.664695085948154),
("Christmasyear (latent)", -5.952377158399935),
("Naraka Chaturdashiyear (latent)", -5.952377158399935),
("Thai Pongalin|during <named-month>|year", -6.3578422665081),
("dayweek", -6.3578422665081),
("Easter Sundayyear (latent)", -5.664695085948154),
("between <time-of-day> and <time-of-day> (interval)on <day>",
-5.947164288211402),
("weekyear", -5.254017107651457),
("King's Dayyear (latent)", -4.848551999543292),
("hh:mmin|during the <part-of-day>", -5.436338664445412),
-5.952377158399935),
("weekyear", -5.25922997783999),
("King's Dayyear (latent)", -4.853764869731825),
("hh:mmin|during the <part-of-day>", -5.441551534633945),
("<cycle> after|before <time><time-of-day> am|pm",
-5.947164288211402),
("Hanukkahyear (latent)", -5.659482215759621),
("February<time> <part-of-day>", -6.352629396319567),
-5.952377158399935),
("Hanukkahyear (latent)", -5.664695085948154),
("February<time> <part-of-day>", -6.3578422665081),
("time-of-day (latent)in|during the <part-of-day>",
-6.352629396319567),
("Great Lentyear (latent)", -6.352629396319567),
("tomorrowat <time-of-day>", -5.659482215759621),
("hhmm (latent)in|during the <part-of-day>",
-6.352629396319567),
("Vaisakhiyear (latent)", -5.659482215759621),
-6.3578422665081),
("Great Lentyear (latent)", -6.3578422665081),
("tomorrowat <time-of-day>", -5.664695085948154),
("hhmm (latent)in|during the <part-of-day>", -6.3578422665081),
("Vaisakhiyear (latent)", -5.664695085948154),
("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-5.659482215759621),
("last <cycle> of <time>year (latent)", -5.659482215759621),
("at <time-of-day>tomorrow", -5.947164288211402),
("tomorrow<time-of-day> am|pm", -6.352629396319567),
-5.664695085948154),
("last <cycle> of <time>year (latent)", -5.664695085948154),
("at <time-of-day>tomorrow", -5.952377158399935),
("tomorrow<time-of-day> am|pm", -6.3578422665081),
("<named-month> <day-of-month> (non ordinal)year (latent)",
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("Diwaliyear (latent)", -6.352629396319567),
("between <time> and <time>on <day>", -5.947164288211402),
("Black Fridayyear (latent)", -5.947164288211402),
-6.3578422665081),
("Diwaliyear (latent)", -6.3578422665081),
("between <time> and <time>on <day>", -5.952377158399935),
("Black Fridayyear (latent)", -5.952377158399935),
("the <ordinal> last <cycle> of <time>year (latent)",
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-6.3578422665081),
("in|during the <part-of-day>at <time-of-day>",
-6.352629396319567),
("Chhathyear (latent)", -5.947164288211402),
("Vasant Panchamiyear (latent)", -6.352629396319567),
("Rabindra Jayantiyear (latent)", -5.099866427824199),
("St Patrick's Dayyear (latent)", -6.352629396319567),
("Thursday<time> (timezone)", -6.352629396319567),
-6.3578422665081),
("Chhathyear (latent)", -5.952377158399935),
("Vasant Panchamiyear (latent)", -6.3578422665081),
("Rabindra Jayantiyear (latent)", -5.105079298012732),
("St Patrick's Dayyear (latent)", -6.3578422665081),
("Thursday<time> (timezone)", -6.3578422665081),
("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-6.352629396319567),
("<datetime> - <datetime> (interval)July", -5.947164288211402),
-6.3578422665081),
("<datetime> - <datetime> (interval)July", -5.952377158399935),
("on <day><named-month> <day-of-month> (non ordinal)",
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("Februaryintersect", -6.352629396319567),
("Simchat Torahyear (latent)", -6.352629396319567),
("minuteyear", -6.352629396319567)],
n = 439},
-5.664695085948154),
("Februaryintersect", -6.3578422665081),
("Simchat Torahyear (latent)", -6.3578422665081),
("minuteyear", -6.3578422665081)],
n = 441},
koData =
ClassData{prior = -0.9654335675337526, unseen = -6.698268054115413,
ClassData{prior = -0.968250470804866, unseen = -6.70073110954781,
likelihoods =
HashMap.fromList
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("hourday", -3.6059917943081685),
[("Thursdayhhhmm", -4.502275762825459),
("hourday", -3.608457886803362),
("<hour-of-day> <integer><time-of-day> am|pm",
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("<day-of-month> (ordinal)August", -6.003887067106539),
("dayhour", -3.4389377096450024),
("<time> timezoneyear (latent)", -5.310739886546594),
-6.0063531596017325),
("<day-of-month> (ordinal)August", -6.0063531596017325),
("dayhour", -3.441403802140196),
("<time> timezoneyear (latent)", -5.313205979041787),
("<time-of-day> - <time-of-day> (interval)on <day>",
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("Tuesdayfrom|since|after <time>", -5.310739886546594),
("daymonth", -3.3297384176800104),
("monthyear", -4.751124098611172),
("<time-of-day> am|pmyear (latent)", -5.310739886546594),
("Thai Pongalyear (latent)", -5.310739886546594),
("intersecthh:mm", -6.003887067106539),
-5.090062427727577),
("Tuesdayfrom|since|after <time>", -5.313205979041787),
("daymonth", -3.332204510175204),
("monthyear", -4.7535901911063645),
("<time-of-day> am|pmyear (latent)", -5.313205979041787),
("Thai Pongalyear (latent)", -5.313205979041787),
("intersecthh:mm", -6.0063531596017325),
("from <datetime> - <datetime> (interval)July",
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("<day-of-month> (ordinal)Wednesday", -6.003887067106539),
("houryear", -4.617592705986649),
-5.600888051493568),
("<day-of-month> (ordinal)Wednesday", -6.0063531596017325),
("houryear", -4.620058798481842),
("from <time-of-day> - <time-of-day> (interval)July",
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("<day-of-month> (ordinal)October", -6.003887067106539),
-6.0063531596017325),
("<day-of-month> (ordinal)October", -6.0063531596017325),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
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("hournograin", -4.751124098611172),
("<time-of-day> am|pmintersect", -4.751124098611172),
("Octoberyear (latent)", -6.003887067106539),
-5.313205979041787),
("hournograin", -4.7535901911063645),
("<time-of-day> am|pmintersect", -4.7535901911063645),
("Octoberyear (latent)", -6.0063531596017325),
("time-of-day (latent)intersect by \",\", \"of\", \"from\", \"'s\"",
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("until <time>on <day>", -5.310739886546594),
("time-of-day (latent)intersect", -5.310739886546594),
("todayin <number> (implicit minutes)", -6.003887067106539),
-5.600888051493568),
("until <time>on <day>", -5.313205979041787),
("time-of-day (latent)intersect", -5.313205979041787),
("todayin <number> (implicit minutes)", -6.0063531596017325),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
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("about|exactly <time-of-day>year (latent)",
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("hh:mmon <day>", -4.751124098611172),
("hhhmmintersect", -5.598421958998375),
("absorption of , after named dayJuly", -5.0875963352323845),
("from|since|after <time>July", -5.598421958998375),
-6.0063531596017325),
("hh:mmon <day>", -4.7535901911063645),
("hhhmmintersect", -5.600888051493568),
("absorption of , after named dayJuly", -5.090062427727577),
("from|since|after <time>July", -5.600888051493568),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
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("Clean Mondayyear (latent)", -6.003887067106539),
("monthhour", -6.003887067106539),
-5.090062427727577),
("Clean Mondayyear (latent)", -6.0063531596017325),
("monthhour", -6.0063531596017325),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
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("hourmonth", -4.132084890204948),
("todayat <time-of-day>", -6.003887067106539),
("hhhmmyear (latent)", -4.751124098611172),
("from|since|after <time>December", -6.003887067106539),
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("hourmonth", -4.134550982700141),
("todayat <time-of-day>", -6.0063531596017325),
("hhhmmyear (latent)", -4.7535901911063645),
("from|since|after <time>December", -6.0063531596017325),
("from|since|after <time><time-of-day> am|pm",
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("<time-of-day> am|pmon <day>", -4.751124098611172),
("Mondayyear (latent)", -5.310739886546594),
("dayday", -4.617592705986649),
("on <day>September", -5.310739886546594),
("time-of-day (latent)September", -5.598421958998375),
("hourhour", -5.598421958998375),
("time-of-day (latent)on <day>", -4.499809670330265),
("Thursdaydd/mm", -6.003887067106539),
-6.0063531596017325),
("<time-of-day> am|pmon <day>", -4.7535901911063645),
("Mondayyear (latent)", -5.313205979041787),
("dayday", -4.620058798481842),
("on <day>September", -5.313205979041787),
("time-of-day (latent)September", -5.600888051493568),
("hourhour", -5.600888051493568),
("time-of-day (latent)on <day>", -4.502275762825459),
("Thursdaydd/mm", -6.0063531596017325),
("time-of-day (latent)<cycle> after|before <time>",
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("dayyear", -3.0861163350222602),
("New Year's Dayyear (latent)", -5.0875963352323845),
("time-of-day (latent)Sunday", -5.598421958998375),
("Thursdayfrom|since|after <time>", -4.2991389748681135),
("Thursdayat <time-of-day>", -4.394449154672439),
-5.600888051493568),
("dayyear", -3.0885824275174536),
("New Year's Dayyear (latent)", -5.090062427727577),
("time-of-day (latent)Sunday", -5.600888051493568),
("Thursdayfrom|since|after <time>", -4.301605067363307),
("Thursdayat <time-of-day>", -4.396915247167632),
("<integer> to|till|before <hour-of-day>September",
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("Aprilyear (latent)", -6.003887067106539),
("the <day-of-month> (ordinal)July", -6.003887067106539),
("the <day-of-month> (number)July", -6.003887067106539),
("monthminute", -6.003887067106539),
("<time-of-day> am|pmtomorrow", -6.003887067106539),
("Thursdayhh:mm", -5.0875963352323845),
("<day-of-month> (ordinal)Tuesday", -5.598421958998375),
("minutemonth", -3.8638209036102684),
("time-of-day (latent)Friday", -5.598421958998375),
("minutehour", -6.003887067106539),
("Augustyear (latent)", -5.598421958998375),
("week-endin|during <named-month>|year", -6.003887067106539),
("time-of-day (latent)Tuesday", -5.598421958998375),
-6.0063531596017325),
("Aprilyear (latent)", -6.0063531596017325),
("the <day-of-month> (ordinal)July", -6.0063531596017325),
("the <day-of-month> (number)July", -6.0063531596017325),
("monthminute", -6.0063531596017325),
("<time-of-day> am|pmtomorrow", -6.0063531596017325),
("Thursdayhh:mm", -5.090062427727577),
("<day-of-month> (ordinal)Tuesday", -5.600888051493568),
("minutemonth", -3.866286996105462),
("time-of-day (latent)Friday", -5.600888051493568),
("minutehour", -6.0063531596017325),
("Augustyear (latent)", -5.600888051493568),
("week-endin|during <named-month>|year", -6.0063531596017325),
("time-of-day (latent)Tuesday", -5.600888051493568),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-6.003887067106539),
("Sundayyear (latent)", -5.0875963352323845),
("Christmasat <time-of-day>", -6.003887067106539),
("from|since|after <time>year (latent)", -4.90527477843843),
("hhhmmon <day>", -5.0875963352323845),
("yesterday<time-of-day> am|pm", -6.003887067106539),
("<day-of-month> (ordinal)July", -5.310739886546594),
-6.0063531596017325),
("Sundayyear (latent)", -5.090062427727577),
("Christmasat <time-of-day>", -6.0063531596017325),
("from|since|after <time>year (latent)", -4.907740870933623),
("hhhmmon <day>", -5.090062427727577),
("yesterday<time-of-day> am|pm", -6.0063531596017325),
("<day-of-month> (ordinal)July", -5.313205979041787),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-6.003887067106539),
-6.0063531596017325),
("Thursday<time-of-day> - <time-of-day> (interval)",
-6.003887067106539),
-6.0063531596017325),
("in|during <named-month>|yearyear (latent)",
-6.003887067106539),
("at <time-of-day>intersect", -5.0875963352323845),
("hh:mmyear (latent)", -4.617592705986649),
("Holiyear (latent)", -6.003887067106539),
("until <time><time-of-day> am|pm", -6.003887067106539),
-6.0063531596017325),
("at <time-of-day>intersect", -5.090062427727577),
("hh:mmyear (latent)", -4.620058798481842),
("Holiyear (latent)", -6.0063531596017325),
("until <time><time-of-day> am|pm", -6.0063531596017325),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.598421958998375),
("dayminute", -3.170673723050323),
("yyyy-mm-ddhh:mm", -5.598421958998375),
("intersectfrom|since|after <time>", -5.598421958998375),
("intersectSeptember", -4.132084890204948),
("minuteday", -2.8468866459564257),
-5.600888051493568),
("dayminute", -3.173139815545517),
("yyyy-mm-ddhh:mm", -5.600888051493568),
("intersectfrom|since|after <time>", -5.600888051493568),
("intersectSeptember", -4.134550982700141),
("minuteday", -2.8493527384516195),
("absorption of , after named dayintersect",
-6.003887067106539),
("intersectyear (latent)", -6.003887067106539),
("Februaryin|during the <part-of-day>", -6.003887067106539),
-6.0063531596017325),
("intersectyear (latent)", -6.0063531596017325),
("Februaryin|during the <part-of-day>", -6.0063531596017325),
("<duration> after|before|from|past <time>December",
-6.003887067106539),
("time-of-day (latent)July", -5.310739886546594),
("Saturdayyear (latent)", -6.003887067106539),
-6.0063531596017325),
("time-of-day (latent)July", -5.313205979041787),
("Saturdayyear (latent)", -6.0063531596017325),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-6.003887067106539),
("at <time-of-day>on <day>", -5.0875963352323845),
-6.0063531596017325),
("at <time-of-day>on <day>", -5.090062427727577),
("absorption of , after named daySeptember",
-4.751124098611172),
("Naraka Chaturdashiyear (latent)", -6.003887067106539),
("from|since|after <time>on <day>", -5.0875963352323845),
("dayweek", -6.003887067106539),
("Easter Sundayyear (latent)", -5.598421958998375),
("Thursday<time-of-day> am|pm", -4.751124098611172),
("weekyear", -5.598421958998375),
("time-of-day (latent)Thursday", -5.598421958998375),
-4.7535901911063645),
("Naraka Chaturdashiyear (latent)", -6.0063531596017325),
("from|since|after <time>on <day>", -5.090062427727577),
("dayweek", -6.0063531596017325),
("Easter Sundayyear (latent)", -5.600888051493568),
("Thursday<time-of-day> am|pm", -4.7535901911063645),
("weekyear", -5.600888051493568),
("time-of-day (latent)Thursday", -5.600888051493568),
("<named-month> <day-of-month> (non ordinal)until <time>",
-6.003887067106539),
("<day-of-month> (ordinal)April", -6.003887067106539),
-6.0063531596017325),
("<day-of-month> (ordinal)April", -6.0063531596017325),
("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-5.598421958998375),
-5.600888051493568),
("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-5.310739886546594),
("Sundayfrom|since|after <time>", -6.003887067106539),
("absorption of , after named dayFebruary",
-5.0875963352323845),
-5.313205979041787),
("Sundayfrom|since|after <time>", -6.0063531596017325),
("absorption of , after named dayFebruary", -5.090062427727577),
("time-of-day (latent)in|during the <part-of-day>",
-5.598421958998375),
-5.600888051493568),
("July<integer> to|till|before <hour-of-day>",
-6.003887067106539),
("tomorrowat <time-of-day>", -6.003887067106539),
("daynograin", -5.598421958998375),
-6.0063531596017325),
("tomorrowat <time-of-day>", -6.0063531596017325),
("daynograin", -5.600888051493568),
("<integer> to|till|before <hour-of-day>July",
-5.598421958998375),
("last <cycle> of <time>year (latent)", -5.598421958998375),
("tomorrow<time-of-day> am|pm", -6.003887067106539),
-5.600888051493568),
("last <cycle> of <time>year (latent)", -5.600888051493568),
("tomorrow<time-of-day> am|pm", -6.0063531596017325),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-5.310739886546594),
("Diwaliyear (latent)", -5.598421958998375),
-5.313205979041787),
("Diwaliyear (latent)", -5.600888051493568),
("<time-of-day> - <time-of-day> (interval)July",
-6.003887067106539),
("Fridayyear (latent)", -5.598421958998375),
("time-of-day (latent)April", -6.003887067106539),
("minuteyear", -3.8066624897703196)],
-6.0063531596017325),
("Fridayyear (latent)", -5.600888051493568),
("time-of-day (latent)April", -6.0063531596017325),
("minuteyear", -3.8091285822655134)],
n = 270}}),
("one eleven",
Classifier{okData =
@ -1535,15 +1538,15 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -0.1670540846631662,
unseen = -5.2574953720277815,
ClassData{prior = -0.16542475640047638,
unseen = -5.267858159063328,
likelihoods =
HashMap.fromList
[("integer (numeric)", -3.1917602968305085e-2),
("intersect 2 numbers", -3.865979066926739)],
n = 187},
[("integer (numeric)", -3.158157205029893e-2),
("intersect 2 numbers", -3.876395827784995)],
n = 189},
koData =
ClassData{prior = -1.8718021769015913,
ClassData{prior = -1.8808112468439573,
unseen = -3.6635616461296463,
likelihoods =
HashMap.fromList

View File

@ -83,10 +83,10 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.592360869030033, unseen = -6.025865973825314,
likelihoods = HashMap.fromList [("", 0.0)], n = 412},
ClassData{prior = -0.5901992113075029, unseen = -6.030685260261263,
likelihoods = HashMap.fromList [("", 0.0)], n = 414},
koData =
ClassData{prior = -0.8052417283991157, unseen = -5.814130531825066,
ClassData{prior = -0.8079226951523735, unseen = -5.814130531825066,
likelihoods = HashMap.fromList [("", 0.0)], n = 333}}),
("<year> (bc|ad)",
Classifier{okData =
@ -135,6 +135,13 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Karva Chauth",
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}}),
("<cycle> after|before <time>",
Classifier{okData =
ClassData{prior = -0.6931471805599453, unseen = -2.833213344056216,
@ -545,18 +552,18 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("in|during <named-month>|year",
Classifier{okData =
ClassData{prior = -0.24512245803298496,
unseen = -3.7612001156935624,
ClassData{prior = -0.2336148511815052,
unseen = -3.8066624897703196,
likelihoods =
HashMap.fromList
[("<year> (bc|ad)", -1.9459101490553135),
("October", -3.044522437723423),
("year (latent)", -1.3397743454849977),
("year", -0.9650808960435872), ("March", -2.639057329615259),
("month", -2.3513752571634776)],
n = 18},
[("<year> (bc|ad)", -1.9924301646902063),
("October", -3.0910424533583156),
("year (latent)", -1.2992829841302609),
("year", -0.9509762898620451), ("March", -2.6855773452501515),
("month", -2.3978952727983707)],
n = 19},
koData =
ClassData{prior = -1.5260563034950494, unseen = -2.833213344056216,
ClassData{prior = -1.5686159179138452, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("October", -1.6739764335716716),
@ -844,422 +851,418 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.4793561134569561, unseen = -7.046647277848756,
ClassData{prior = -0.4776275543563949, unseen = -7.051855622955894,
likelihoods =
HashMap.fromList
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[("Navaratriyear (latent)", -6.3578422665081),
("Karva Chauthyear (latent)", -6.3578422665081),
("<day-of-month> (ordinal)in|during the <part-of-day>",
-6.352629396319567),
("Ramadanyear (latent)", -5.436338664445412),
-6.3578422665081),
("Ramadanyear (latent)", -5.441551534633945),
("<datetime> - <datetime> (interval)on <day>",
-4.966335035199676),
("Bhai Doojyear (latent)", -6.352629396319567),
("hourday", -4.337726375777302),
("dayhour", -3.408190417153126),
-4.971547905388209),
("Bhai Doojyear (latent)", -6.3578422665081),
("hourday", -4.342939245965835),
("dayhour", -3.413403287341659),
("<time-of-day> - <time-of-day> (interval)on <day>",
-4.966335035199676),
("Martin Luther King's Dayyear (latent)", -5.947164288211402),
("Shemini Atzeretyear (latent)", -6.352629396319567),
("daymonth", -4.337726375777302),
("monthday", -5.947164288211402),
("monthyear", -4.560869927091511),
("Yom Ha'atzmautyear (latent)", -6.352629396319567),
("Vijayadashamiyear (latent)", -6.352629396319567),
("Thai Pongalyear (latent)", -5.659482215759621),
("Thiru Onamyear (latent)", -5.659482215759621),
("hhhmmabsorption of , after named day", -6.352629396319567),
("Tuesdaythe <day-of-month> (ordinal)", -6.352629396319567),
-4.971547905388209),
("Martin Luther King's Dayyear (latent)", -5.952377158399935),
("Shemini Atzeretyear (latent)", -6.3578422665081),
("daymonth", -4.342939245965835),
("monthday", -5.952377158399935),
("monthyear", -4.566082797280044),
("Yom Ha'atzmautyear (latent)", -6.3578422665081),
("Vijayadashamiyear (latent)", -6.3578422665081),
("Thai Pongalyear (latent)", -5.664695085948154),
("Thiru Onamyear (latent)", -5.664695085948154),
("hhhmmabsorption of , after named day", -6.3578422665081),
("Tuesdaythe <day-of-month> (ordinal)", -6.3578422665081),
("from <datetime> - <datetime> (interval)July",
-5.436338664445412),
("<day-of-month> (ordinal)Wednesday", -6.352629396319567),
("Krishna Janmashtamiyear (latent)", -5.947164288211402),
("Guru Gobind Singh Jayantiyear (latent)", -6.352629396319567),
("houryear", -5.436338664445412),
-5.441551534633945),
("<day-of-month> (ordinal)Wednesday", -6.3578422665081),
("Krishna Janmashtamiyear (latent)", -5.952377158399935),
("Guru Gobind Singh Jayantiyear (latent)", -6.3578422665081),
("houryear", -5.441551534633945),
("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-6.352629396319567),
("Christmas<time-of-day> am|pm", -6.352629396319567),
("last <day-of-week> of <time>year (latent)",
-6.352629396319567),
-6.3578422665081),
("Christmas<time-of-day> am|pm", -6.3578422665081),
("last <day-of-week> of <time>year (latent)", -6.3578422665081),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.659482215759621),
("intersectin|during <named-month>|year", -6.352629396319567),
("<time-of-day> am|pmintersect", -5.099866427824199),
("Earth Houryear (latent)", -6.352629396319567),
("Octoberyear (latent)", -4.848551999543292),
("intersect<time-of-day> am|pm", -6.352629396319567),
("Mattu Pongalyear (latent)", -6.352629396319567),
("Shavuotyear (latent)", -6.352629396319567),
("Parsi New Yearyear (latent)", -5.436338664445412),
-5.664695085948154),
("intersectin|during <named-month>|year", -6.3578422665081),
("<time-of-day> am|pmintersect", -5.105079298012732),
("Earth Houryear (latent)", -6.3578422665081),
("Octoberyear (latent)", -4.853764869731825),
("intersect<time-of-day> am|pm", -6.3578422665081),
("Mattu Pongalyear (latent)", -6.3578422665081),
("Shavuotyear (latent)", -6.3578422665081),
("Parsi New Yearyear (latent)", -5.441551534633945),
("at <time-of-day>in|within|after <duration>",
-6.352629396319567),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.352629396319567),
("todayin|within|after <duration>", -6.352629396319567),
-6.3578422665081),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.3578422665081),
("todayin|within|after <duration>", -6.3578422665081),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.947164288211402),
("Marchyear (latent)", -6.352629396319567),
-5.952377158399935),
("Marchyear (latent)", -6.3578422665081),
("intersect by \",\", \"of\", \"from\", \"'s\"hhhmm",
-5.947164288211402),
("Sukkotyear (latent)", -5.947164288211402),
("hhhmmintersect", -5.947164288211402),
-5.952377158399935),
("Sukkotyear (latent)", -5.952377158399935),
("hhhmmintersect", -5.952377158399935),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-5.947164288211402),
("Clean Mondayyear (latent)", -5.947164288211402),
("monthhour", -5.947164288211402),
-5.952377158399935),
("Clean Mondayyear (latent)", -5.952377158399935),
("monthhour", -5.952377158399935),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.659482215759621),
("todayat <time-of-day>", -6.352629396319567),
("Thursday<time> timezone", -3.954734123521196),
("time-of-day (latent)tonight", -5.947164288211402),
("from|since|after <time>December", -6.352629396319567),
("<time-of-day> am|pmon <day>", -4.337726375777302),
("this <time>hh(:mm) - <time-of-day> am|pm",
-6.352629396319567),
("yyyy-mm-ddhh:mm:ss", -5.947164288211402),
("dayday", -3.6445791952173563),
("<time> <part-of-day>at <time-of-day>", -6.352629396319567),
("tonightat <time-of-day>", -6.352629396319567),
-5.664695085948154),
("todayat <time-of-day>", -6.3578422665081),
("Thursday<time> timezone", -3.959946993709729),
("time-of-day (latent)tonight", -5.952377158399935),
("from|since|after <time>December", -6.3578422665081),
("<time-of-day> am|pmon <day>", -4.342939245965835),
("this <time>hh(:mm) - <time-of-day> am|pm", -6.3578422665081),
("yyyy-mm-ddhh:mm:ss", -5.952377158399935),
("dayday", -3.6497920654058897),
("<time> <part-of-day>at <time-of-day>", -6.3578422665081),
("tonightat <time-of-day>", -6.3578422665081),
("<time-of-day> am|pmabsorption of , after named day",
-5.659482215759621),
("Dayananda Saraswati Jayantiyear (latent)",
-6.352629396319567),
("today<time-of-day> am|pm", -6.352629396319567),
("Februarythe <day-of-month> (ordinal)", -5.947164288211402),
("at <time-of-day><time> <part-of-day>", -6.352629396319567),
("<day-of-month> (ordinal)intersect", -5.947164288211402),
("hourhour", -4.273187854639731),
("Navaratriin|during <named-month>|year", -6.352629396319567),
("Wednesdaythis|last|next <cycle>", -6.352629396319567),
("Lentyear (latent)", -6.352629396319567),
-5.664695085948154),
("Dayananda Saraswati Jayantiyear (latent)", -6.3578422665081),
("today<time-of-day> am|pm", -6.3578422665081),
("Februarythe <day-of-month> (ordinal)", -5.952377158399935),
("at <time-of-day><time> <part-of-day>", -6.3578422665081),
("<day-of-month> (ordinal)intersect", -5.952377158399935),
("hourhour", -4.278400724828264),
("Navaratriin|during <named-month>|year", -6.3578422665081),
("Wednesdaythis|last|next <cycle>", -6.3578422665081),
("Lentyear (latent)", -6.3578422665081),
("intersect<named-month> <day-of-month> (non ordinal)",
-4.480827219417975),
("Boghiyear (latent)", -6.352629396319567),
("dayyear", -1.970602761645685),
("Thursdayfrom|since|after <time>", -5.947164288211402),
-4.486040089606508),
("Boghiyear (latent)", -6.3578422665081),
("dayyear", -1.9633931118356607),
("Karva Chauthin|during <named-month>|year", -6.3578422665081),
("Thursdayfrom|since|after <time>", -5.952377158399935),
("<time-of-day> o'clockin|during the <part-of-day>",
-6.352629396319567),
("Thursdayat <time-of-day>", -5.659482215759621),
("Islamic New Yearyear (latent)", -5.947164288211402),
("Laylat al-Qadryear (latent)", -5.436338664445412),
("Shrove Tuesdayyear (latent)", -6.352629396319567),
-6.3578422665081),
("Thursdayat <time-of-day>", -5.664695085948154),
("Islamic New Yearyear (latent)", -5.952377158399935),
("Laylat al-Qadryear (latent)", -5.441551534633945),
("Shrove Tuesdayyear (latent)", -6.3578422665081),
("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-5.659482215759621),
("<time-of-day> am|pmtomorrow", -5.659482215759621),
("Yom Kippuryear (latent)", -6.352629396319567),
("<day-of-month> (ordinal)Tuesday", -5.947164288211402),
("<part-of-day> of <time>year (latent)", -6.352629396319567),
("minutehour", -5.099866427824199),
("Kaanum Pongalyear (latent)", -5.947164288211402),
("Maha Saptamiyear (latent)", -6.352629396319567),
-5.664695085948154),
("<time-of-day> am|pmtomorrow", -5.664695085948154),
("Yom Kippuryear (latent)", -6.3578422665081),
("<day-of-month> (ordinal)Tuesday", -5.952377158399935),
("<part-of-day> of <time>year (latent)", -6.3578422665081),
("minutehour", -5.105079298012732),
("Kaanum Pongalyear (latent)", -5.952377158399935),
("Maha Saptamiyear (latent)", -6.3578422665081),
("at <time-of-day>in|during the <part-of-day>",
-5.947164288211402),
("time-of-day (latent)tomorrow", -5.436338664445412),
("part of daysat <time-of-day>", -5.947164288211402),
-5.952377158399935),
("time-of-day (latent)tomorrow", -5.441551534633945),
("part of daysat <time-of-day>", -5.952377158399935),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-4.337726375777302),
("for <duration> from <time>December", -6.352629396319567),
("tomorrow<time-of-day> sharp|exactly", -6.352629396319567),
-4.342939245965835),
("for <duration> from <time>December", -6.3578422665081),
("tomorrow<time-of-day> sharp|exactly", -6.3578422665081),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.099866427824199),
-5.105079298012732),
("intersect by \",\", \"of\", \"from\" for yearhhhmm",
-5.099866427824199),
("time-of-day (latent)this <part-of-day>", -6.352629396319567),
("Pentecostyear (latent)", -6.352629396319567),
-5.105079298012732),
("time-of-day (latent)this <part-of-day>", -6.3578422665081),
("Pentecostyear (latent)", -6.3578422665081),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.099866427824199),
("<day-of-month> (ordinal)February", -6.352629396319567),
("Eid al-Fitryear (latent)", -5.436338664445412),
-5.105079298012732),
("<day-of-month> (ordinal)February", -6.3578422665081),
("Eid al-Fitryear (latent)", -5.441551534633945),
("Vasant Panchamiin|during <named-month>|year",
-6.352629396319567),
("Mondayin|during the <part-of-day>", -6.352629396319567),
("Chhathin|during <named-month>|year", -6.352629396319567),
("Diwaliin|during <named-month>|year", -6.352629396319567),
("Vaisakhiin|during <named-month>|year", -6.352629396319567),
("Guru Ravidass Jayantiyear (latent)", -5.099866427824199),
("Raksha Bandhanyear (latent)", -6.352629396319567),
("daysecond", -5.947164288211402),
-6.3578422665081),
("Mondayin|during the <part-of-day>", -6.3578422665081),
("Chhathin|during <named-month>|year", -6.3578422665081),
("Diwaliin|during <named-month>|year", -6.3578422665081),
("Vaisakhiin|during <named-month>|year", -6.3578422665081),
("Guru Ravidass Jayantiyear (latent)", -5.105079298012732),
("Raksha Bandhanyear (latent)", -6.3578422665081),
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("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
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("Ashurayear (latent)", -6.352629396319567),
("Tuesdayin|during <named-month>|year", -6.352629396319567),
("Chinese New Yearyear (latent)", -6.352629396319567),
("tomorrowintersect", -6.352629396319567),
("Lag BaOmeryear (latent)", -6.352629396319567),
-5.952377158399935),
("Ashurayear (latent)", -6.3578422665081),
("Tuesdayin|during <named-month>|year", -6.3578422665081),
("Chinese New Yearyear (latent)", -6.3578422665081),
("tomorrowintersect", -6.3578422665081),
("Lag BaOmeryear (latent)", -6.3578422665081),
("last weekend of <named-month>year (latent)",
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("Eid al-Adhayear (latent)", -4.212563232823296),
("intersectin|during the <part-of-day>", -6.352629396319567),
("Palm Sundayyear (latent)", -6.352629396319567),
("Christmasat <time-of-day>", -6.352629396319567),
("Passoveryear (latent)", -6.352629396319567),
("Lazarus Saturdayyear (latent)", -6.352629396319567),
-6.3578422665081),
("Eid al-Adhayear (latent)", -4.217776103011829),
("intersectin|during the <part-of-day>", -6.3578422665081),
("Palm Sundayyear (latent)", -6.3578422665081),
("Christmasat <time-of-day>", -6.3578422665081),
("Passoveryear (latent)", -6.3578422665081),
("Lazarus Saturdayyear (latent)", -6.3578422665081),
("<day-of-month> (ordinal or number) <named-month>year (latent)",
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("hhhmmon <day>", -5.436338664445412),
("Yom HaShoahyear (latent)", -5.947164288211402),
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("hhhmmon <day>", -5.441551534633945),
("Yom HaShoahyear (latent)", -5.952377158399935),
("Thursday<datetime> - <datetime> (interval)",
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-5.952377158399935),
("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
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("Septemberyear (latent)", -5.947164288211402),
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("Septemberyear (latent)", -5.952377158399935),
("Thursday<time-of-day> - <time-of-day> (interval)",
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("Halloweenyear (latent)", -6.352629396319567),
-4.853764869731825),
("Halloweenyear (latent)", -6.3578422665081),
("<ordinal> last <cycle> of <time>year (latent)",
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("from <time-of-day> - <time-of-day> (interval)on <day>",
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("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
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("at <time-of-day>intersect", -5.436338664445412),
("Rosh Hashanahyear (latent)", -5.659482215759621),
("Dhanterasyear (latent)", -6.352629396319567),
("Tu BiShvatyear (latent)", -6.352629396319567),
("<day-of-month> (ordinal)December", -5.659482215759621),
("Holiyear (latent)", -5.659482215759621),
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("at <time-of-day>intersect", -5.441551534633945),
("Rosh Hashanahyear (latent)", -5.664695085948154),
("Dhanterasyear (latent)", -6.3578422665081),
("Tu BiShvatyear (latent)", -6.3578422665081),
("<day-of-month> (ordinal)December", -5.664695085948154),
("Holiyear (latent)", -5.664695085948154),
("<time-of-day> - <time-of-day> (interval)tomorrow",
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("Holika Dahanyear (latent)", -5.659482215759621),
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("Holika Dahanyear (latent)", -5.664695085948154),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
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("dayminute", -3.0384433916470406),
("Mawlidyear (latent)", -6.352629396319567),
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("dayminute", -3.043656261835574),
("Mawlidyear (latent)", -6.3578422665081),
("from <datetime> - <datetime> (interval)on <day>",
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-5.952377158399935),
("<datetime> - <datetime> (interval)tomorrow",
-6.352629396319567),
("Jumu'atul-Widayear (latent)", -5.436338664445412),
("minuteday", -2.6149597780361984),
-6.3578422665081),
("Jumu'atul-Widayear (latent)", -5.441551534633945),
("minuteday", -2.6201726482247314),
("absorption of , after named dayintersect",
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("intersectyear (latent)", -6.352629396319567),
("Orthodox Easter Sundayyear (latent)", -6.352629396319567),
-5.664695085948154),
("intersectyear (latent)", -6.3578422665081),
("Orthodox Easter Sundayyear (latent)", -6.3578422665081),
("time-of-day (latent)in|within|after <duration>",
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("<ordinal> <cycle> of <time>year (latent)",
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("intersecthhhmm", -5.947164288211402),
-6.3578422665081),
("<ordinal> <cycle> of <time>year (latent)", -6.3578422665081),
("intersecthhhmm", -5.952377158399935),
("the <day-of-month> (ordinal)in|during the <part-of-day>",
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("Boss's Dayyear (latent)", -5.947164288211402),
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("Boss's Dayyear (latent)", -5.952377158399935),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
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("Global Youth Service Dayyear (latent)", -6.352629396319567),
("Dhanterasin|during <named-month>|year", -6.352629396319567),
("Tisha B'Avyear (latent)", -6.352629396319567),
("Isra and Mi'rajyear (latent)", -5.436338664445412),
("at <time-of-day>on <day>", -4.743191483885466),
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("Global Youth Service Dayyear (latent)", -6.3578422665081),
("Dhanterasin|during <named-month>|year", -6.3578422665081),
("Tisha B'Avyear (latent)", -6.3578422665081),
("Isra and Mi'rajyear (latent)", -5.441551534633945),
("at <time-of-day>on <day>", -4.748404354073999),
("at <time-of-day>absorption of , after named day",
-5.947164288211402),
-5.952377158399935),
("time-of-day (latent)<time> <part-of-day>",
-5.659482215759621),
("Christmasyear (latent)", -5.947164288211402),
("Naraka Chaturdashiyear (latent)", -5.947164288211402),
("Thai Pongalin|during <named-month>|year", -6.352629396319567),
("dayweek", -6.352629396319567),
("Easter Sundayyear (latent)", -5.659482215759621),
-5.664695085948154),
("Christmasyear (latent)", -5.952377158399935),
("Naraka Chaturdashiyear (latent)", -5.952377158399935),
("Thai Pongalin|during <named-month>|year", -6.3578422665081),
("dayweek", -6.3578422665081),
("Easter Sundayyear (latent)", -5.664695085948154),
("between <time-of-day> and <time-of-day> (interval)on <day>",
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("weekyear", -5.254017107651457),
("King's Dayyear (latent)", -4.848551999543292),
("hh:mmin|during the <part-of-day>", -5.436338664445412),
-5.952377158399935),
("weekyear", -5.25922997783999),
("King's Dayyear (latent)", -4.853764869731825),
("hh:mmin|during the <part-of-day>", -5.441551534633945),
("<cycle> after|before <time><time-of-day> am|pm",
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("Hanukkahyear (latent)", -5.659482215759621),
("February<time> <part-of-day>", -6.352629396319567),
-5.952377158399935),
("Hanukkahyear (latent)", -5.664695085948154),
("February<time> <part-of-day>", -6.3578422665081),
("time-of-day (latent)in|during the <part-of-day>",
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("Great Lentyear (latent)", -6.352629396319567),
("tomorrowat <time-of-day>", -5.659482215759621),
("hhmm (latent)in|during the <part-of-day>",
-6.352629396319567),
("Vaisakhiyear (latent)", -5.659482215759621),
-6.3578422665081),
("Great Lentyear (latent)", -6.3578422665081),
("tomorrowat <time-of-day>", -5.664695085948154),
("hhmm (latent)in|during the <part-of-day>", -6.3578422665081),
("Vaisakhiyear (latent)", -5.664695085948154),
("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-5.659482215759621),
("last <cycle> of <time>year (latent)", -5.659482215759621),
("at <time-of-day>tomorrow", -5.947164288211402),
("tomorrow<time-of-day> am|pm", -6.352629396319567),
-5.664695085948154),
("last <cycle> of <time>year (latent)", -5.664695085948154),
("at <time-of-day>tomorrow", -5.952377158399935),
("tomorrow<time-of-day> am|pm", -6.3578422665081),
("<named-month> <day-of-month> (non ordinal)year (latent)",
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("Diwaliyear (latent)", -6.352629396319567),
("between <time> and <time>on <day>", -5.947164288211402),
("Black Fridayyear (latent)", -5.947164288211402),
-6.3578422665081),
("Diwaliyear (latent)", -6.3578422665081),
("between <time> and <time>on <day>", -5.952377158399935),
("Black Fridayyear (latent)", -5.952377158399935),
("the <ordinal> last <cycle> of <time>year (latent)",
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-6.3578422665081),
("in|during the <part-of-day>at <time-of-day>",
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("Chhathyear (latent)", -5.947164288211402),
("Vasant Panchamiyear (latent)", -6.352629396319567),
("Rabindra Jayantiyear (latent)", -5.099866427824199),
("St Patrick's Dayyear (latent)", -6.352629396319567),
("Thursday<time> (timezone)", -6.352629396319567),
-6.3578422665081),
("Chhathyear (latent)", -5.952377158399935),
("Vasant Panchamiyear (latent)", -6.3578422665081),
("Rabindra Jayantiyear (latent)", -5.105079298012732),
("St Patrick's Dayyear (latent)", -6.3578422665081),
("Thursday<time> (timezone)", -6.3578422665081),
("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-6.352629396319567),
("<datetime> - <datetime> (interval)July", -5.947164288211402),
-6.3578422665081),
("<datetime> - <datetime> (interval)July", -5.952377158399935),
("on <day><named-month> <day-of-month> (non ordinal)",
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("Februaryintersect", -6.352629396319567),
("Simchat Torahyear (latent)", -6.352629396319567),
("minuteyear", -6.352629396319567)],
n = 439},
-5.664695085948154),
("Februaryintersect", -6.3578422665081),
("Simchat Torahyear (latent)", -6.3578422665081),
("minuteyear", -6.3578422665081)],
n = 441},
koData =
ClassData{prior = -0.9654335675337526, unseen = -6.698268054115413,
ClassData{prior = -0.968250470804866, unseen = -6.70073110954781,
likelihoods =
HashMap.fromList
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("hourday", -3.6059917943081685),
[("Thursdayhhhmm", -4.502275762825459),
("hourday", -3.608457886803362),
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("<time> timezoneyear (latent)", -5.310739886546594),
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("<day-of-month> (ordinal)August", -6.0063531596017325),
("dayhour", -3.441403802140196),
("<time> timezoneyear (latent)", -5.313205979041787),
("<time-of-day> - <time-of-day> (interval)on <day>",
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("Tuesdayfrom|since|after <time>", -5.310739886546594),
("daymonth", -3.3297384176800104),
("monthyear", -4.751124098611172),
("<time-of-day> am|pmyear (latent)", -5.310739886546594),
("Thai Pongalyear (latent)", -5.310739886546594),
("intersecthh:mm", -6.003887067106539),
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("Tuesdayfrom|since|after <time>", -5.313205979041787),
("daymonth", -3.332204510175204),
("monthyear", -4.7535901911063645),
("<time-of-day> am|pmyear (latent)", -5.313205979041787),
("Thai Pongalyear (latent)", -5.313205979041787),
("intersecthh:mm", -6.0063531596017325),
("from <datetime> - <datetime> (interval)July",
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("<day-of-month> (ordinal)Wednesday", -6.003887067106539),
("houryear", -4.617592705986649),
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("<day-of-month> (ordinal)Wednesday", -6.0063531596017325),
("houryear", -4.620058798481842),
("from <time-of-day> - <time-of-day> (interval)July",
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("<day-of-month> (ordinal)October", -6.003887067106539),
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("<day-of-month> (ordinal)October", -6.0063531596017325),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
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("hournograin", -4.751124098611172),
("<time-of-day> am|pmintersect", -4.751124098611172),
("Octoberyear (latent)", -6.003887067106539),
-5.313205979041787),
("hournograin", -4.7535901911063645),
("<time-of-day> am|pmintersect", -4.7535901911063645),
("Octoberyear (latent)", -6.0063531596017325),
("time-of-day (latent)intersect by \",\", \"of\", \"from\", \"'s\"",
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("until <time>on <day>", -5.310739886546594),
("time-of-day (latent)intersect", -5.310739886546594),
("todayin <number> (implicit minutes)", -6.003887067106539),
-5.600888051493568),
("until <time>on <day>", -5.313205979041787),
("time-of-day (latent)intersect", -5.313205979041787),
("todayin <number> (implicit minutes)", -6.0063531596017325),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
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("about|exactly <time-of-day>year (latent)",
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("hh:mmon <day>", -4.751124098611172),
("hhhmmintersect", -5.598421958998375),
("absorption of , after named dayJuly", -5.0875963352323845),
("from|since|after <time>July", -5.598421958998375),
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("hh:mmon <day>", -4.7535901911063645),
("hhhmmintersect", -5.600888051493568),
("absorption of , after named dayJuly", -5.090062427727577),
("from|since|after <time>July", -5.600888051493568),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
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("Clean Mondayyear (latent)", -6.003887067106539),
("monthhour", -6.003887067106539),
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("Clean Mondayyear (latent)", -6.0063531596017325),
("monthhour", -6.0063531596017325),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
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("hourmonth", -4.132084890204948),
("todayat <time-of-day>", -6.003887067106539),
("hhhmmyear (latent)", -4.751124098611172),
("from|since|after <time>December", -6.003887067106539),
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("hourmonth", -4.134550982700141),
("todayat <time-of-day>", -6.0063531596017325),
("hhhmmyear (latent)", -4.7535901911063645),
("from|since|after <time>December", -6.0063531596017325),
("from|since|after <time><time-of-day> am|pm",
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("<time-of-day> am|pmon <day>", -4.751124098611172),
("Mondayyear (latent)", -5.310739886546594),
("dayday", -4.617592705986649),
("on <day>September", -5.310739886546594),
("time-of-day (latent)September", -5.598421958998375),
("hourhour", -5.598421958998375),
("time-of-day (latent)on <day>", -4.499809670330265),
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("<time-of-day> am|pmon <day>", -4.7535901911063645),
("Mondayyear (latent)", -5.313205979041787),
("dayday", -4.620058798481842),
("on <day>September", -5.313205979041787),
("time-of-day (latent)September", -5.600888051493568),
("hourhour", -5.600888051493568),
("time-of-day (latent)on <day>", -4.502275762825459),
("time-of-day (latent)<cycle> after|before <time>",
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("dayyear", -3.0861163350222602),
("Thursdaymm/dd", -6.003887067106539),
("New Year's Dayyear (latent)", -5.0875963352323845),
("time-of-day (latent)Sunday", -5.598421958998375),
("Thursdayfrom|since|after <time>", -4.2991389748681135),
("Thursdayat <time-of-day>", -4.394449154672439),
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("dayyear", -3.0885824275174536),
("Thursdaymm/dd", -6.0063531596017325),
("New Year's Dayyear (latent)", -5.090062427727577),
("time-of-day (latent)Sunday", -5.600888051493568),
("Thursdayfrom|since|after <time>", -4.301605067363307),
("Thursdayat <time-of-day>", -4.396915247167632),
("<integer> to|till|before <hour-of-day>September",
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("Aprilyear (latent)", -6.003887067106539),
("the <day-of-month> (ordinal)July", -6.003887067106539),
("the <day-of-month> (number)July", -6.003887067106539),
("monthminute", -6.003887067106539),
("<time-of-day> am|pmtomorrow", -6.003887067106539),
("Thursdayhh:mm", -5.0875963352323845),
("<day-of-month> (ordinal)Tuesday", -5.598421958998375),
("minutemonth", -3.8638209036102684),
("time-of-day (latent)Friday", -5.598421958998375),
("minutehour", -6.003887067106539),
("Augustyear (latent)", -5.598421958998375),
("week-endin|during <named-month>|year", -6.003887067106539),
("time-of-day (latent)Tuesday", -5.598421958998375),
-6.0063531596017325),
("Aprilyear (latent)", -6.0063531596017325),
("the <day-of-month> (ordinal)July", -6.0063531596017325),
("the <day-of-month> (number)July", -6.0063531596017325),
("monthminute", -6.0063531596017325),
("<time-of-day> am|pmtomorrow", -6.0063531596017325),
("Thursdayhh:mm", -5.090062427727577),
("<day-of-month> (ordinal)Tuesday", -5.600888051493568),
("minutemonth", -3.866286996105462),
("time-of-day (latent)Friday", -5.600888051493568),
("minutehour", -6.0063531596017325),
("Augustyear (latent)", -5.600888051493568),
("week-endin|during <named-month>|year", -6.0063531596017325),
("time-of-day (latent)Tuesday", -5.600888051493568),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-6.003887067106539),
("Sundayyear (latent)", -5.0875963352323845),
("Christmasat <time-of-day>", -6.003887067106539),
("from|since|after <time>year (latent)", -4.90527477843843),
("hhhmmon <day>", -5.0875963352323845),
("yesterday<time-of-day> am|pm", -6.003887067106539),
("<day-of-month> (ordinal)July", -5.310739886546594),
-6.0063531596017325),
("Sundayyear (latent)", -5.090062427727577),
("Christmasat <time-of-day>", -6.0063531596017325),
("from|since|after <time>year (latent)", -4.907740870933623),
("hhhmmon <day>", -5.090062427727577),
("yesterday<time-of-day> am|pm", -6.0063531596017325),
("<day-of-month> (ordinal)July", -5.313205979041787),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-6.003887067106539),
-6.0063531596017325),
("Thursday<time-of-day> - <time-of-day> (interval)",
-6.003887067106539),
-6.0063531596017325),
("in|during <named-month>|yearyear (latent)",
-6.003887067106539),
("at <time-of-day>intersect", -5.0875963352323845),
("hh:mmyear (latent)", -4.617592705986649),
("Holiyear (latent)", -6.003887067106539),
("until <time><time-of-day> am|pm", -6.003887067106539),
-6.0063531596017325),
("at <time-of-day>intersect", -5.090062427727577),
("hh:mmyear (latent)", -4.620058798481842),
("Holiyear (latent)", -6.0063531596017325),
("until <time><time-of-day> am|pm", -6.0063531596017325),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.598421958998375),
("dayminute", -3.170673723050323),
("yyyy-mm-ddhh:mm", -5.598421958998375),
("intersectfrom|since|after <time>", -5.598421958998375),
("intersectSeptember", -4.132084890204948),
("minuteday", -2.8468866459564257),
-5.600888051493568),
("dayminute", -3.173139815545517),
("yyyy-mm-ddhh:mm", -5.600888051493568),
("intersectfrom|since|after <time>", -5.600888051493568),
("intersectSeptember", -4.134550982700141),
("minuteday", -2.8493527384516195),
("absorption of , after named dayintersect",
-6.003887067106539),
("intersectyear (latent)", -6.003887067106539),
("Februaryin|during the <part-of-day>", -6.003887067106539),
-6.0063531596017325),
("intersectyear (latent)", -6.0063531596017325),
("Februaryin|during the <part-of-day>", -6.0063531596017325),
("<duration> after|before|from|past <time>December",
-6.003887067106539),
("time-of-day (latent)July", -5.310739886546594),
("Saturdayyear (latent)", -6.003887067106539),
-6.0063531596017325),
("time-of-day (latent)July", -5.313205979041787),
("Saturdayyear (latent)", -6.0063531596017325),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-6.003887067106539),
("at <time-of-day>on <day>", -5.0875963352323845),
-6.0063531596017325),
("at <time-of-day>on <day>", -5.090062427727577),
("absorption of , after named daySeptember",
-4.751124098611172),
("Naraka Chaturdashiyear (latent)", -6.003887067106539),
("from|since|after <time>on <day>", -5.0875963352323845),
("dayweek", -6.003887067106539),
("Easter Sundayyear (latent)", -5.598421958998375),
("Thursday<time-of-day> am|pm", -4.751124098611172),
("weekyear", -5.598421958998375),
("time-of-day (latent)Thursday", -5.598421958998375),
-4.7535901911063645),
("Naraka Chaturdashiyear (latent)", -6.0063531596017325),
("from|since|after <time>on <day>", -5.090062427727577),
("dayweek", -6.0063531596017325),
("Easter Sundayyear (latent)", -5.600888051493568),
("Thursday<time-of-day> am|pm", -4.7535901911063645),
("weekyear", -5.600888051493568),
("time-of-day (latent)Thursday", -5.600888051493568),
("<named-month> <day-of-month> (non ordinal)until <time>",
-6.003887067106539),
("<day-of-month> (ordinal)April", -6.003887067106539),
-6.0063531596017325),
("<day-of-month> (ordinal)April", -6.0063531596017325),
("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-5.598421958998375),
-5.600888051493568),
("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-5.310739886546594),
("Sundayfrom|since|after <time>", -6.003887067106539),
("absorption of , after named dayFebruary",
-5.0875963352323845),
-5.313205979041787),
("Sundayfrom|since|after <time>", -6.0063531596017325),
("absorption of , after named dayFebruary", -5.090062427727577),
("time-of-day (latent)in|during the <part-of-day>",
-5.598421958998375),
-5.600888051493568),
("July<integer> to|till|before <hour-of-day>",
-6.003887067106539),
("tomorrowat <time-of-day>", -6.003887067106539),
("daynograin", -5.598421958998375),
-6.0063531596017325),
("tomorrowat <time-of-day>", -6.0063531596017325),
("daynograin", -5.600888051493568),
("<integer> to|till|before <hour-of-day>July",
-5.598421958998375),
("last <cycle> of <time>year (latent)", -5.598421958998375),
("tomorrow<time-of-day> am|pm", -6.003887067106539),
-5.600888051493568),
("last <cycle> of <time>year (latent)", -5.600888051493568),
("tomorrow<time-of-day> am|pm", -6.0063531596017325),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-5.310739886546594),
("Diwaliyear (latent)", -5.598421958998375),
-5.313205979041787),
("Diwaliyear (latent)", -5.600888051493568),
("<time-of-day> - <time-of-day> (interval)July",
-6.003887067106539),
("Fridayyear (latent)", -5.598421958998375),
("time-of-day (latent)April", -6.003887067106539),
("minuteyear", -3.8066624897703196)],
-6.0063531596017325),
("Fridayyear (latent)", -5.600888051493568),
("time-of-day (latent)April", -6.0063531596017325),
("minuteyear", -3.8091285822655134)],
n = 270}}),
("one eleven",
Classifier{okData =
@ -1535,15 +1538,15 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -0.1670540846631662,
unseen = -5.2574953720277815,
ClassData{prior = -0.16542475640047638,
unseen = -5.267858159063328,
likelihoods =
HashMap.fromList
[("integer (numeric)", -3.1917602968305085e-2),
("intersect 2 numbers", -3.865979066926739)],
n = 187},
[("integer (numeric)", -3.158157205029893e-2),
("intersect 2 numbers", -3.876395827784995)],
n = 189},
koData =
ClassData{prior = -1.8718021769015913,
ClassData{prior = -1.8808112468439573,
unseen = -3.6635616461296463,
likelihoods =
HashMap.fromList

View File

@ -83,10 +83,10 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.592360869030033, unseen = -6.025865973825314,
likelihoods = HashMap.fromList [("", 0.0)], n = 412},
ClassData{prior = -0.5901992113075029, unseen = -6.030685260261263,
likelihoods = HashMap.fromList [("", 0.0)], n = 414},
koData =
ClassData{prior = -0.8052417283991157, unseen = -5.814130531825066,
ClassData{prior = -0.8079226951523735, unseen = -5.814130531825066,
likelihoods = HashMap.fromList [("", 0.0)], n = 333}}),
("<year> (bc|ad)",
Classifier{okData =
@ -135,6 +135,13 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Karva Chauth",
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}}),
("<cycle> after|before <time>",
Classifier{okData =
ClassData{prior = -0.6931471805599453, unseen = -2.833213344056216,
@ -545,18 +552,18 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("in|during <named-month>|year",
Classifier{okData =
ClassData{prior = -0.24512245803298496,
unseen = -3.7612001156935624,
ClassData{prior = -0.2336148511815052,
unseen = -3.8066624897703196,
likelihoods =
HashMap.fromList
[("<year> (bc|ad)", -1.9459101490553135),
("October", -3.044522437723423),
("year (latent)", -1.3397743454849977),
("year", -0.9650808960435872), ("March", -2.639057329615259),
("month", -2.3513752571634776)],
n = 18},
[("<year> (bc|ad)", -1.9924301646902063),
("October", -3.0910424533583156),
("year (latent)", -1.2992829841302609),
("year", -0.9509762898620451), ("March", -2.6855773452501515),
("month", -2.3978952727983707)],
n = 19},
koData =
ClassData{prior = -1.5260563034950494, unseen = -2.833213344056216,
ClassData{prior = -1.5686159179138452, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("October", -1.6739764335716716),
@ -844,422 +851,418 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.4793561134569561, unseen = -7.046647277848756,
ClassData{prior = -0.4776275543563949, unseen = -7.051855622955894,
likelihoods =
HashMap.fromList
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[("Navaratriyear (latent)", -6.3578422665081),
("Karva Chauthyear (latent)", -6.3578422665081),
("<day-of-month> (ordinal)in|during the <part-of-day>",
-6.352629396319567),
("Ramadanyear (latent)", -5.436338664445412),
-6.3578422665081),
("Ramadanyear (latent)", -5.441551534633945),
("<datetime> - <datetime> (interval)on <day>",
-4.966335035199676),
("Bhai Doojyear (latent)", -6.352629396319567),
("hourday", -4.337726375777302),
("dayhour", -3.408190417153126),
-4.971547905388209),
("Bhai Doojyear (latent)", -6.3578422665081),
("hourday", -4.342939245965835),
("dayhour", -3.413403287341659),
("<time-of-day> - <time-of-day> (interval)on <day>",
-4.966335035199676),
("Martin Luther King's Dayyear (latent)", -5.947164288211402),
("Shemini Atzeretyear (latent)", -6.352629396319567),
("daymonth", -4.337726375777302),
("monthday", -5.947164288211402),
("monthyear", -4.560869927091511),
("Yom Ha'atzmautyear (latent)", -6.352629396319567),
("Vijayadashamiyear (latent)", -6.352629396319567),
("Thai Pongalyear (latent)", -5.659482215759621),
("Thiru Onamyear (latent)", -5.659482215759621),
("hhhmmabsorption of , after named day", -6.352629396319567),
("Tuesdaythe <day-of-month> (ordinal)", -6.352629396319567),
-4.971547905388209),
("Martin Luther King's Dayyear (latent)", -5.952377158399935),
("Shemini Atzeretyear (latent)", -6.3578422665081),
("daymonth", -4.342939245965835),
("monthday", -5.952377158399935),
("monthyear", -4.566082797280044),
("Yom Ha'atzmautyear (latent)", -6.3578422665081),
("Vijayadashamiyear (latent)", -6.3578422665081),
("Thai Pongalyear (latent)", -5.664695085948154),
("Thiru Onamyear (latent)", -5.664695085948154),
("hhhmmabsorption of , after named day", -6.3578422665081),
("Tuesdaythe <day-of-month> (ordinal)", -6.3578422665081),
("from <datetime> - <datetime> (interval)July",
-5.436338664445412),
("<day-of-month> (ordinal)Wednesday", -6.352629396319567),
("Krishna Janmashtamiyear (latent)", -5.947164288211402),
("Guru Gobind Singh Jayantiyear (latent)", -6.352629396319567),
("houryear", -5.436338664445412),
-5.441551534633945),
("<day-of-month> (ordinal)Wednesday", -6.3578422665081),
("Krishna Janmashtamiyear (latent)", -5.952377158399935),
("Guru Gobind Singh Jayantiyear (latent)", -6.3578422665081),
("houryear", -5.441551534633945),
("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-6.352629396319567),
("Christmas<time-of-day> am|pm", -6.352629396319567),
("last <day-of-week> of <time>year (latent)",
-6.352629396319567),
-6.3578422665081),
("Christmas<time-of-day> am|pm", -6.3578422665081),
("last <day-of-week> of <time>year (latent)", -6.3578422665081),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.659482215759621),
("intersectin|during <named-month>|year", -6.352629396319567),
("<time-of-day> am|pmintersect", -5.099866427824199),
("Earth Houryear (latent)", -6.352629396319567),
("Octoberyear (latent)", -4.848551999543292),
("intersect<time-of-day> am|pm", -6.352629396319567),
("Mattu Pongalyear (latent)", -6.352629396319567),
("Shavuotyear (latent)", -6.352629396319567),
("Parsi New Yearyear (latent)", -5.436338664445412),
-5.664695085948154),
("intersectin|during <named-month>|year", -6.3578422665081),
("<time-of-day> am|pmintersect", -5.105079298012732),
("Earth Houryear (latent)", -6.3578422665081),
("Octoberyear (latent)", -4.853764869731825),
("intersect<time-of-day> am|pm", -6.3578422665081),
("Mattu Pongalyear (latent)", -6.3578422665081),
("Shavuotyear (latent)", -6.3578422665081),
("Parsi New Yearyear (latent)", -5.441551534633945),
("at <time-of-day>in|within|after <duration>",
-6.352629396319567),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.352629396319567),
("todayin|within|after <duration>", -6.352629396319567),
-6.3578422665081),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.3578422665081),
("todayin|within|after <duration>", -6.3578422665081),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.947164288211402),
("Marchyear (latent)", -6.352629396319567),
-5.952377158399935),
("Marchyear (latent)", -6.3578422665081),
("intersect by \",\", \"of\", \"from\", \"'s\"hhhmm",
-5.947164288211402),
("Sukkotyear (latent)", -5.947164288211402),
("hhhmmintersect", -5.947164288211402),
-5.952377158399935),
("Sukkotyear (latent)", -5.952377158399935),
("hhhmmintersect", -5.952377158399935),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-5.947164288211402),
("Clean Mondayyear (latent)", -5.947164288211402),
("monthhour", -5.947164288211402),
-5.952377158399935),
("Clean Mondayyear (latent)", -5.952377158399935),
("monthhour", -5.952377158399935),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.659482215759621),
("todayat <time-of-day>", -6.352629396319567),
("Thursday<time> timezone", -3.954734123521196),
("time-of-day (latent)tonight", -5.947164288211402),
("from|since|after <time>December", -6.352629396319567),
("<time-of-day> am|pmon <day>", -4.337726375777302),
("this <time>hh(:mm) - <time-of-day> am|pm",
-6.352629396319567),
("yyyy-mm-ddhh:mm:ss", -5.947164288211402),
("dayday", -3.6445791952173563),
("<time> <part-of-day>at <time-of-day>", -6.352629396319567),
("tonightat <time-of-day>", -6.352629396319567),
-5.664695085948154),
("todayat <time-of-day>", -6.3578422665081),
("Thursday<time> timezone", -3.959946993709729),
("time-of-day (latent)tonight", -5.952377158399935),
("from|since|after <time>December", -6.3578422665081),
("<time-of-day> am|pmon <day>", -4.342939245965835),
("this <time>hh(:mm) - <time-of-day> am|pm", -6.3578422665081),
("yyyy-mm-ddhh:mm:ss", -5.952377158399935),
("dayday", -3.6497920654058897),
("<time> <part-of-day>at <time-of-day>", -6.3578422665081),
("tonightat <time-of-day>", -6.3578422665081),
("<time-of-day> am|pmabsorption of , after named day",
-5.659482215759621),
("Dayananda Saraswati Jayantiyear (latent)",
-6.352629396319567),
("today<time-of-day> am|pm", -6.352629396319567),
("Februarythe <day-of-month> (ordinal)", -5.947164288211402),
("at <time-of-day><time> <part-of-day>", -6.352629396319567),
("<day-of-month> (ordinal)intersect", -5.947164288211402),
("hourhour", -4.273187854639731),
("Navaratriin|during <named-month>|year", -6.352629396319567),
("Wednesdaythis|last|next <cycle>", -6.352629396319567),
("Lentyear (latent)", -6.352629396319567),
-5.664695085948154),
("Dayananda Saraswati Jayantiyear (latent)", -6.3578422665081),
("today<time-of-day> am|pm", -6.3578422665081),
("Februarythe <day-of-month> (ordinal)", -5.952377158399935),
("at <time-of-day><time> <part-of-day>", -6.3578422665081),
("<day-of-month> (ordinal)intersect", -5.952377158399935),
("hourhour", -4.278400724828264),
("Navaratriin|during <named-month>|year", -6.3578422665081),
("Wednesdaythis|last|next <cycle>", -6.3578422665081),
("Lentyear (latent)", -6.3578422665081),
("intersect<named-month> <day-of-month> (non ordinal)",
-4.480827219417975),
("Boghiyear (latent)", -6.352629396319567),
("dayyear", -1.970602761645685),
("Thursdayfrom|since|after <time>", -5.947164288211402),
-4.486040089606508),
("Boghiyear (latent)", -6.3578422665081),
("dayyear", -1.9633931118356607),
("Karva Chauthin|during <named-month>|year", -6.3578422665081),
("Thursdayfrom|since|after <time>", -5.952377158399935),
("<time-of-day> o'clockin|during the <part-of-day>",
-6.352629396319567),
("Thursdayat <time-of-day>", -5.659482215759621),
("Islamic New Yearyear (latent)", -5.947164288211402),
("Laylat al-Qadryear (latent)", -5.436338664445412),
("Shrove Tuesdayyear (latent)", -6.352629396319567),
-6.3578422665081),
("Thursdayat <time-of-day>", -5.664695085948154),
("Islamic New Yearyear (latent)", -5.952377158399935),
("Laylat al-Qadryear (latent)", -5.441551534633945),
("Shrove Tuesdayyear (latent)", -6.3578422665081),
("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-5.659482215759621),
("<time-of-day> am|pmtomorrow", -5.659482215759621),
("Yom Kippuryear (latent)", -6.352629396319567),
("<day-of-month> (ordinal)Tuesday", -5.947164288211402),
("<part-of-day> of <time>year (latent)", -6.352629396319567),
("minutehour", -5.099866427824199),
("Kaanum Pongalyear (latent)", -5.947164288211402),
("Maha Saptamiyear (latent)", -6.352629396319567),
-5.664695085948154),
("<time-of-day> am|pmtomorrow", -5.664695085948154),
("Yom Kippuryear (latent)", -6.3578422665081),
("<day-of-month> (ordinal)Tuesday", -5.952377158399935),
("<part-of-day> of <time>year (latent)", -6.3578422665081),
("minutehour", -5.105079298012732),
("Kaanum Pongalyear (latent)", -5.952377158399935),
("Maha Saptamiyear (latent)", -6.3578422665081),
("at <time-of-day>in|during the <part-of-day>",
-5.947164288211402),
("time-of-day (latent)tomorrow", -5.436338664445412),
("part of daysat <time-of-day>", -5.947164288211402),
-5.952377158399935),
("time-of-day (latent)tomorrow", -5.441551534633945),
("part of daysat <time-of-day>", -5.952377158399935),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-4.337726375777302),
("for <duration> from <time>December", -6.352629396319567),
("tomorrow<time-of-day> sharp|exactly", -6.352629396319567),
-4.342939245965835),
("for <duration> from <time>December", -6.3578422665081),
("tomorrow<time-of-day> sharp|exactly", -6.3578422665081),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.099866427824199),
-5.105079298012732),
("intersect by \",\", \"of\", \"from\" for yearhhhmm",
-5.099866427824199),
("time-of-day (latent)this <part-of-day>", -6.352629396319567),
("Pentecostyear (latent)", -6.352629396319567),
-5.105079298012732),
("time-of-day (latent)this <part-of-day>", -6.3578422665081),
("Pentecostyear (latent)", -6.3578422665081),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.099866427824199),
("<day-of-month> (ordinal)February", -6.352629396319567),
("Eid al-Fitryear (latent)", -5.436338664445412),
-5.105079298012732),
("<day-of-month> (ordinal)February", -6.3578422665081),
("Eid al-Fitryear (latent)", -5.441551534633945),
("Vasant Panchamiin|during <named-month>|year",
-6.352629396319567),
("Mondayin|during the <part-of-day>", -6.352629396319567),
("Chhathin|during <named-month>|year", -6.352629396319567),
("Diwaliin|during <named-month>|year", -6.352629396319567),
("Vaisakhiin|during <named-month>|year", -6.352629396319567),
("Guru Ravidass Jayantiyear (latent)", -5.099866427824199),
("Raksha Bandhanyear (latent)", -6.352629396319567),
("daysecond", -5.947164288211402),
-6.3578422665081),
("Mondayin|during the <part-of-day>", -6.3578422665081),
("Chhathin|during <named-month>|year", -6.3578422665081),
("Diwaliin|during <named-month>|year", -6.3578422665081),
("Vaisakhiin|during <named-month>|year", -6.3578422665081),
("Guru Ravidass Jayantiyear (latent)", -5.105079298012732),
("Raksha Bandhanyear (latent)", -6.3578422665081),
("daysecond", -5.952377158399935),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
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("Ashurayear (latent)", -6.352629396319567),
("Tuesdayin|during <named-month>|year", -6.352629396319567),
("Chinese New Yearyear (latent)", -6.352629396319567),
("tomorrowintersect", -6.352629396319567),
("Lag BaOmeryear (latent)", -6.352629396319567),
-5.952377158399935),
("Ashurayear (latent)", -6.3578422665081),
("Tuesdayin|during <named-month>|year", -6.3578422665081),
("Chinese New Yearyear (latent)", -6.3578422665081),
("tomorrowintersect", -6.3578422665081),
("Lag BaOmeryear (latent)", -6.3578422665081),
("last weekend of <named-month>year (latent)",
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("Eid al-Adhayear (latent)", -4.212563232823296),
("intersectin|during the <part-of-day>", -6.352629396319567),
("Palm Sundayyear (latent)", -6.352629396319567),
("Christmasat <time-of-day>", -6.352629396319567),
("Passoveryear (latent)", -6.352629396319567),
("Lazarus Saturdayyear (latent)", -6.352629396319567),
-6.3578422665081),
("Eid al-Adhayear (latent)", -4.217776103011829),
("intersectin|during the <part-of-day>", -6.3578422665081),
("Palm Sundayyear (latent)", -6.3578422665081),
("Christmasat <time-of-day>", -6.3578422665081),
("Passoveryear (latent)", -6.3578422665081),
("Lazarus Saturdayyear (latent)", -6.3578422665081),
("<day-of-month> (ordinal or number) <named-month>year (latent)",
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("hhhmmon <day>", -5.436338664445412),
("Yom HaShoahyear (latent)", -5.947164288211402),
-6.3578422665081),
("hhhmmon <day>", -5.441551534633945),
("Yom HaShoahyear (latent)", -5.952377158399935),
("Thursday<datetime> - <datetime> (interval)",
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-5.952377158399935),
("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
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("Septemberyear (latent)", -5.947164288211402),
-6.3578422665081),
("Septemberyear (latent)", -5.952377158399935),
("Thursday<time-of-day> - <time-of-day> (interval)",
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("Halloweenyear (latent)", -6.352629396319567),
-4.853764869731825),
("Halloweenyear (latent)", -6.3578422665081),
("<ordinal> last <cycle> of <time>year (latent)",
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("from <time-of-day> - <time-of-day> (interval)on <day>",
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("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
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("at <time-of-day>intersect", -5.436338664445412),
("Rosh Hashanahyear (latent)", -5.659482215759621),
("Dhanterasyear (latent)", -6.352629396319567),
("Tu BiShvatyear (latent)", -6.352629396319567),
("<day-of-month> (ordinal)December", -5.659482215759621),
("Holiyear (latent)", -5.659482215759621),
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("at <time-of-day>intersect", -5.441551534633945),
("Rosh Hashanahyear (latent)", -5.664695085948154),
("Dhanterasyear (latent)", -6.3578422665081),
("Tu BiShvatyear (latent)", -6.3578422665081),
("<day-of-month> (ordinal)December", -5.664695085948154),
("Holiyear (latent)", -5.664695085948154),
("<time-of-day> - <time-of-day> (interval)tomorrow",
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("Holika Dahanyear (latent)", -5.659482215759621),
-6.3578422665081),
("Holika Dahanyear (latent)", -5.664695085948154),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
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("dayminute", -3.0384433916470406),
("Mawlidyear (latent)", -6.352629396319567),
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("dayminute", -3.043656261835574),
("Mawlidyear (latent)", -6.3578422665081),
("from <datetime> - <datetime> (interval)on <day>",
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-5.952377158399935),
("<datetime> - <datetime> (interval)tomorrow",
-6.352629396319567),
("Jumu'atul-Widayear (latent)", -5.436338664445412),
("minuteday", -2.6149597780361984),
-6.3578422665081),
("Jumu'atul-Widayear (latent)", -5.441551534633945),
("minuteday", -2.6201726482247314),
("absorption of , after named dayintersect",
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("intersectyear (latent)", -6.352629396319567),
("Orthodox Easter Sundayyear (latent)", -6.352629396319567),
-5.664695085948154),
("intersectyear (latent)", -6.3578422665081),
("Orthodox Easter Sundayyear (latent)", -6.3578422665081),
("time-of-day (latent)in|within|after <duration>",
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("<ordinal> <cycle> of <time>year (latent)",
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("intersecthhhmm", -5.947164288211402),
-6.3578422665081),
("<ordinal> <cycle> of <time>year (latent)", -6.3578422665081),
("intersecthhhmm", -5.952377158399935),
("the <day-of-month> (ordinal)in|during the <part-of-day>",
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("Boss's Dayyear (latent)", -5.947164288211402),
-6.3578422665081),
("Boss's Dayyear (latent)", -5.952377158399935),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-6.352629396319567),
("Global Youth Service Dayyear (latent)", -6.352629396319567),
("Dhanterasin|during <named-month>|year", -6.352629396319567),
("Tisha B'Avyear (latent)", -6.352629396319567),
("Isra and Mi'rajyear (latent)", -5.436338664445412),
("at <time-of-day>on <day>", -4.743191483885466),
-6.3578422665081),
("Global Youth Service Dayyear (latent)", -6.3578422665081),
("Dhanterasin|during <named-month>|year", -6.3578422665081),
("Tisha B'Avyear (latent)", -6.3578422665081),
("Isra and Mi'rajyear (latent)", -5.441551534633945),
("at <time-of-day>on <day>", -4.748404354073999),
("at <time-of-day>absorption of , after named day",
-5.947164288211402),
-5.952377158399935),
("time-of-day (latent)<time> <part-of-day>",
-5.659482215759621),
("Christmasyear (latent)", -5.947164288211402),
("Naraka Chaturdashiyear (latent)", -5.947164288211402),
("Thai Pongalin|during <named-month>|year", -6.352629396319567),
("dayweek", -6.352629396319567),
("Easter Sundayyear (latent)", -5.659482215759621),
-5.664695085948154),
("Christmasyear (latent)", -5.952377158399935),
("Naraka Chaturdashiyear (latent)", -5.952377158399935),
("Thai Pongalin|during <named-month>|year", -6.3578422665081),
("dayweek", -6.3578422665081),
("Easter Sundayyear (latent)", -5.664695085948154),
("between <time-of-day> and <time-of-day> (interval)on <day>",
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("weekyear", -5.254017107651457),
("King's Dayyear (latent)", -4.848551999543292),
("hh:mmin|during the <part-of-day>", -5.436338664445412),
-5.952377158399935),
("weekyear", -5.25922997783999),
("King's Dayyear (latent)", -4.853764869731825),
("hh:mmin|during the <part-of-day>", -5.441551534633945),
("<cycle> after|before <time><time-of-day> am|pm",
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("Hanukkahyear (latent)", -5.659482215759621),
("February<time> <part-of-day>", -6.352629396319567),
-5.952377158399935),
("Hanukkahyear (latent)", -5.664695085948154),
("February<time> <part-of-day>", -6.3578422665081),
("time-of-day (latent)in|during the <part-of-day>",
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("Great Lentyear (latent)", -6.352629396319567),
("tomorrowat <time-of-day>", -5.659482215759621),
("hhmm (latent)in|during the <part-of-day>",
-6.352629396319567),
("Vaisakhiyear (latent)", -5.659482215759621),
-6.3578422665081),
("Great Lentyear (latent)", -6.3578422665081),
("tomorrowat <time-of-day>", -5.664695085948154),
("hhmm (latent)in|during the <part-of-day>", -6.3578422665081),
("Vaisakhiyear (latent)", -5.664695085948154),
("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-5.659482215759621),
("last <cycle> of <time>year (latent)", -5.659482215759621),
("at <time-of-day>tomorrow", -5.947164288211402),
("tomorrow<time-of-day> am|pm", -6.352629396319567),
-5.664695085948154),
("last <cycle> of <time>year (latent)", -5.664695085948154),
("at <time-of-day>tomorrow", -5.952377158399935),
("tomorrow<time-of-day> am|pm", -6.3578422665081),
("<named-month> <day-of-month> (non ordinal)year (latent)",
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("Diwaliyear (latent)", -6.352629396319567),
("between <time> and <time>on <day>", -5.947164288211402),
("Black Fridayyear (latent)", -5.947164288211402),
-6.3578422665081),
("Diwaliyear (latent)", -6.3578422665081),
("between <time> and <time>on <day>", -5.952377158399935),
("Black Fridayyear (latent)", -5.952377158399935),
("the <ordinal> last <cycle> of <time>year (latent)",
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-6.3578422665081),
("in|during the <part-of-day>at <time-of-day>",
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("Chhathyear (latent)", -5.947164288211402),
("Vasant Panchamiyear (latent)", -6.352629396319567),
("Rabindra Jayantiyear (latent)", -5.099866427824199),
("St Patrick's Dayyear (latent)", -6.352629396319567),
("Thursday<time> (timezone)", -6.352629396319567),
-6.3578422665081),
("Chhathyear (latent)", -5.952377158399935),
("Vasant Panchamiyear (latent)", -6.3578422665081),
("Rabindra Jayantiyear (latent)", -5.105079298012732),
("St Patrick's Dayyear (latent)", -6.3578422665081),
("Thursday<time> (timezone)", -6.3578422665081),
("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-6.352629396319567),
("<datetime> - <datetime> (interval)July", -5.947164288211402),
-6.3578422665081),
("<datetime> - <datetime> (interval)July", -5.952377158399935),
("on <day><named-month> <day-of-month> (non ordinal)",
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("Februaryintersect", -6.352629396319567),
("Simchat Torahyear (latent)", -6.352629396319567),
("minuteyear", -6.352629396319567)],
n = 439},
-5.664695085948154),
("Februaryintersect", -6.3578422665081),
("Simchat Torahyear (latent)", -6.3578422665081),
("minuteyear", -6.3578422665081)],
n = 441},
koData =
ClassData{prior = -0.9654335675337526, unseen = -6.698268054115413,
ClassData{prior = -0.968250470804866, unseen = -6.70073110954781,
likelihoods =
HashMap.fromList
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("hourday", -3.6059917943081685),
[("Thursdayhhhmm", -4.502275762825459),
("hourday", -3.608457886803362),
("<hour-of-day> <integer><time-of-day> am|pm",
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("dayhour", -3.4389377096450024),
("<time> timezoneyear (latent)", -5.310739886546594),
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("<day-of-month> (ordinal)August", -6.0063531596017325),
("dayhour", -3.441403802140196),
("<time> timezoneyear (latent)", -5.313205979041787),
("<time-of-day> - <time-of-day> (interval)on <day>",
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("Tuesdayfrom|since|after <time>", -5.310739886546594),
("daymonth", -3.3297384176800104),
("monthyear", -4.751124098611172),
("<time-of-day> am|pmyear (latent)", -5.310739886546594),
("Thai Pongalyear (latent)", -5.310739886546594),
("intersecthh:mm", -6.003887067106539),
-5.090062427727577),
("Tuesdayfrom|since|after <time>", -5.313205979041787),
("daymonth", -3.332204510175204),
("monthyear", -4.7535901911063645),
("<time-of-day> am|pmyear (latent)", -5.313205979041787),
("Thai Pongalyear (latent)", -5.313205979041787),
("intersecthh:mm", -6.0063531596017325),
("from <datetime> - <datetime> (interval)July",
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("<day-of-month> (ordinal)Wednesday", -6.003887067106539),
("houryear", -4.617592705986649),
-5.600888051493568),
("<day-of-month> (ordinal)Wednesday", -6.0063531596017325),
("houryear", -4.620058798481842),
("from <time-of-day> - <time-of-day> (interval)July",
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("<day-of-month> (ordinal)October", -6.003887067106539),
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("<day-of-month> (ordinal)October", -6.0063531596017325),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
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("hournograin", -4.751124098611172),
("<time-of-day> am|pmintersect", -4.751124098611172),
("Octoberyear (latent)", -6.003887067106539),
-5.313205979041787),
("hournograin", -4.7535901911063645),
("<time-of-day> am|pmintersect", -4.7535901911063645),
("Octoberyear (latent)", -6.0063531596017325),
("time-of-day (latent)intersect by \",\", \"of\", \"from\", \"'s\"",
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("until <time>on <day>", -5.310739886546594),
("time-of-day (latent)intersect", -5.310739886546594),
("todayin <number> (implicit minutes)", -6.003887067106539),
-5.600888051493568),
("until <time>on <day>", -5.313205979041787),
("time-of-day (latent)intersect", -5.313205979041787),
("todayin <number> (implicit minutes)", -6.0063531596017325),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
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("about|exactly <time-of-day>year (latent)",
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("hh:mmon <day>", -4.751124098611172),
("hhhmmintersect", -5.598421958998375),
("absorption of , after named dayJuly", -5.0875963352323845),
("from|since|after <time>July", -5.598421958998375),
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("hh:mmon <day>", -4.7535901911063645),
("hhhmmintersect", -5.600888051493568),
("absorption of , after named dayJuly", -5.090062427727577),
("from|since|after <time>July", -5.600888051493568),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
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("Clean Mondayyear (latent)", -6.003887067106539),
("monthhour", -6.003887067106539),
-5.090062427727577),
("Clean Mondayyear (latent)", -6.0063531596017325),
("monthhour", -6.0063531596017325),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
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("hourmonth", -4.132084890204948),
("todayat <time-of-day>", -6.003887067106539),
("hhhmmyear (latent)", -4.751124098611172),
("from|since|after <time>December", -6.003887067106539),
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("hourmonth", -4.134550982700141),
("todayat <time-of-day>", -6.0063531596017325),
("hhhmmyear (latent)", -4.7535901911063645),
("from|since|after <time>December", -6.0063531596017325),
("from|since|after <time><time-of-day> am|pm",
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("<time-of-day> am|pmon <day>", -4.751124098611172),
("Mondayyear (latent)", -5.310739886546594),
("dayday", -4.617592705986649),
("on <day>September", -5.310739886546594),
("time-of-day (latent)September", -5.598421958998375),
("hourhour", -5.598421958998375),
("time-of-day (latent)on <day>", -4.499809670330265),
("Thursdaydd/mm", -6.003887067106539),
-6.0063531596017325),
("<time-of-day> am|pmon <day>", -4.7535901911063645),
("Mondayyear (latent)", -5.313205979041787),
("dayday", -4.620058798481842),
("on <day>September", -5.313205979041787),
("time-of-day (latent)September", -5.600888051493568),
("hourhour", -5.600888051493568),
("time-of-day (latent)on <day>", -4.502275762825459),
("Thursdaydd/mm", -6.0063531596017325),
("time-of-day (latent)<cycle> after|before <time>",
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("dayyear", -3.0861163350222602),
("New Year's Dayyear (latent)", -5.0875963352323845),
("time-of-day (latent)Sunday", -5.598421958998375),
("Thursdayfrom|since|after <time>", -4.2991389748681135),
("Thursdayat <time-of-day>", -4.394449154672439),
-5.600888051493568),
("dayyear", -3.0885824275174536),
("New Year's Dayyear (latent)", -5.090062427727577),
("time-of-day (latent)Sunday", -5.600888051493568),
("Thursdayfrom|since|after <time>", -4.301605067363307),
("Thursdayat <time-of-day>", -4.396915247167632),
("<integer> to|till|before <hour-of-day>September",
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("Aprilyear (latent)", -6.003887067106539),
("the <day-of-month> (ordinal)July", -6.003887067106539),
("the <day-of-month> (number)July", -6.003887067106539),
("monthminute", -6.003887067106539),
("<time-of-day> am|pmtomorrow", -6.003887067106539),
("Thursdayhh:mm", -5.0875963352323845),
("<day-of-month> (ordinal)Tuesday", -5.598421958998375),
("minutemonth", -3.8638209036102684),
("time-of-day (latent)Friday", -5.598421958998375),
("minutehour", -6.003887067106539),
("Augustyear (latent)", -5.598421958998375),
("week-endin|during <named-month>|year", -6.003887067106539),
("time-of-day (latent)Tuesday", -5.598421958998375),
-6.0063531596017325),
("Aprilyear (latent)", -6.0063531596017325),
("the <day-of-month> (ordinal)July", -6.0063531596017325),
("the <day-of-month> (number)July", -6.0063531596017325),
("monthminute", -6.0063531596017325),
("<time-of-day> am|pmtomorrow", -6.0063531596017325),
("Thursdayhh:mm", -5.090062427727577),
("<day-of-month> (ordinal)Tuesday", -5.600888051493568),
("minutemonth", -3.866286996105462),
("time-of-day (latent)Friday", -5.600888051493568),
("minutehour", -6.0063531596017325),
("Augustyear (latent)", -5.600888051493568),
("week-endin|during <named-month>|year", -6.0063531596017325),
("time-of-day (latent)Tuesday", -5.600888051493568),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-6.003887067106539),
("Sundayyear (latent)", -5.0875963352323845),
("Christmasat <time-of-day>", -6.003887067106539),
("from|since|after <time>year (latent)", -4.90527477843843),
("hhhmmon <day>", -5.0875963352323845),
("yesterday<time-of-day> am|pm", -6.003887067106539),
("<day-of-month> (ordinal)July", -5.310739886546594),
-6.0063531596017325),
("Sundayyear (latent)", -5.090062427727577),
("Christmasat <time-of-day>", -6.0063531596017325),
("from|since|after <time>year (latent)", -4.907740870933623),
("hhhmmon <day>", -5.090062427727577),
("yesterday<time-of-day> am|pm", -6.0063531596017325),
("<day-of-month> (ordinal)July", -5.313205979041787),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-6.003887067106539),
-6.0063531596017325),
("Thursday<time-of-day> - <time-of-day> (interval)",
-6.003887067106539),
-6.0063531596017325),
("in|during <named-month>|yearyear (latent)",
-6.003887067106539),
("at <time-of-day>intersect", -5.0875963352323845),
("hh:mmyear (latent)", -4.617592705986649),
("Holiyear (latent)", -6.003887067106539),
("until <time><time-of-day> am|pm", -6.003887067106539),
-6.0063531596017325),
("at <time-of-day>intersect", -5.090062427727577),
("hh:mmyear (latent)", -4.620058798481842),
("Holiyear (latent)", -6.0063531596017325),
("until <time><time-of-day> am|pm", -6.0063531596017325),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.598421958998375),
("dayminute", -3.170673723050323),
("yyyy-mm-ddhh:mm", -5.598421958998375),
("intersectfrom|since|after <time>", -5.598421958998375),
("intersectSeptember", -4.132084890204948),
("minuteday", -2.8468866459564257),
-5.600888051493568),
("dayminute", -3.173139815545517),
("yyyy-mm-ddhh:mm", -5.600888051493568),
("intersectfrom|since|after <time>", -5.600888051493568),
("intersectSeptember", -4.134550982700141),
("minuteday", -2.8493527384516195),
("absorption of , after named dayintersect",
-6.003887067106539),
("intersectyear (latent)", -6.003887067106539),
("Februaryin|during the <part-of-day>", -6.003887067106539),
-6.0063531596017325),
("intersectyear (latent)", -6.0063531596017325),
("Februaryin|during the <part-of-day>", -6.0063531596017325),
("<duration> after|before|from|past <time>December",
-6.003887067106539),
("time-of-day (latent)July", -5.310739886546594),
("Saturdayyear (latent)", -6.003887067106539),
-6.0063531596017325),
("time-of-day (latent)July", -5.313205979041787),
("Saturdayyear (latent)", -6.0063531596017325),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-6.003887067106539),
("at <time-of-day>on <day>", -5.0875963352323845),
-6.0063531596017325),
("at <time-of-day>on <day>", -5.090062427727577),
("absorption of , after named daySeptember",
-4.751124098611172),
("Naraka Chaturdashiyear (latent)", -6.003887067106539),
("from|since|after <time>on <day>", -5.0875963352323845),
("dayweek", -6.003887067106539),
("Easter Sundayyear (latent)", -5.598421958998375),
("Thursday<time-of-day> am|pm", -4.751124098611172),
("weekyear", -5.598421958998375),
("time-of-day (latent)Thursday", -5.598421958998375),
-4.7535901911063645),
("Naraka Chaturdashiyear (latent)", -6.0063531596017325),
("from|since|after <time>on <day>", -5.090062427727577),
("dayweek", -6.0063531596017325),
("Easter Sundayyear (latent)", -5.600888051493568),
("Thursday<time-of-day> am|pm", -4.7535901911063645),
("weekyear", -5.600888051493568),
("time-of-day (latent)Thursday", -5.600888051493568),
("<named-month> <day-of-month> (non ordinal)until <time>",
-6.003887067106539),
("<day-of-month> (ordinal)April", -6.003887067106539),
-6.0063531596017325),
("<day-of-month> (ordinal)April", -6.0063531596017325),
("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-5.598421958998375),
-5.600888051493568),
("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-5.310739886546594),
("Sundayfrom|since|after <time>", -6.003887067106539),
("absorption of , after named dayFebruary",
-5.0875963352323845),
-5.313205979041787),
("Sundayfrom|since|after <time>", -6.0063531596017325),
("absorption of , after named dayFebruary", -5.090062427727577),
("time-of-day (latent)in|during the <part-of-day>",
-5.598421958998375),
-5.600888051493568),
("July<integer> to|till|before <hour-of-day>",
-6.003887067106539),
("tomorrowat <time-of-day>", -6.003887067106539),
("daynograin", -5.598421958998375),
-6.0063531596017325),
("tomorrowat <time-of-day>", -6.0063531596017325),
("daynograin", -5.600888051493568),
("<integer> to|till|before <hour-of-day>July",
-5.598421958998375),
("last <cycle> of <time>year (latent)", -5.598421958998375),
("tomorrow<time-of-day> am|pm", -6.003887067106539),
-5.600888051493568),
("last <cycle> of <time>year (latent)", -5.600888051493568),
("tomorrow<time-of-day> am|pm", -6.0063531596017325),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-5.310739886546594),
("Diwaliyear (latent)", -5.598421958998375),
-5.313205979041787),
("Diwaliyear (latent)", -5.600888051493568),
("<time-of-day> - <time-of-day> (interval)July",
-6.003887067106539),
("Fridayyear (latent)", -5.598421958998375),
("time-of-day (latent)April", -6.003887067106539),
("minuteyear", -3.8066624897703196)],
-6.0063531596017325),
("Fridayyear (latent)", -5.600888051493568),
("time-of-day (latent)April", -6.0063531596017325),
("minuteyear", -3.8091285822655134)],
n = 270}}),
("one eleven",
Classifier{okData =
@ -1535,15 +1538,15 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -0.1670540846631662,
unseen = -5.2574953720277815,
ClassData{prior = -0.16542475640047638,
unseen = -5.267858159063328,
likelihoods =
HashMap.fromList
[("integer (numeric)", -3.1917602968305085e-2),
("intersect 2 numbers", -3.865979066926739)],
n = 187},
[("integer (numeric)", -3.158157205029893e-2),
("intersect 2 numbers", -3.876395827784995)],
n = 189},
koData =
ClassData{prior = -1.8718021769015913,
ClassData{prior = -1.8808112468439573,
unseen = -3.6635616461296463,
likelihoods =
HashMap.fromList

View File

@ -90,10 +90,10 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.5892637700451322, unseen = -6.115892125483034,
likelihoods = HashMap.fromList [("", 0.0)], n = 451},
ClassData{prior = -0.5872959877578287, unseen = -6.12029741895095,
likelihoods = HashMap.fromList [("", 0.0)], n = 453},
koData =
ClassData{prior = -0.8090868977220395,
ClassData{prior = -0.8115439014150917,
unseen = -5.8971538676367405,
likelihoods = HashMap.fromList [("", 0.0)], n = 362}}),
("<year> (bc|ad)",
@ -143,6 +143,13 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Karva Chauth",
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}}),
("Father's Day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
@ -569,18 +576,18 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("in|during <named-month>|year",
Classifier{okData =
ClassData{prior = -0.24512245803298496,
unseen = -3.7612001156935624,
ClassData{prior = -0.2336148511815052,
unseen = -3.8066624897703196,
likelihoods =
HashMap.fromList
[("<year> (bc|ad)", -1.9459101490553135),
("October", -3.044522437723423),
("year (latent)", -1.3397743454849977),
("year", -0.9650808960435872), ("March", -2.639057329615259),
("month", -2.3513752571634776)],
n = 18},
[("<year> (bc|ad)", -1.9924301646902063),
("October", -3.0910424533583156),
("year (latent)", -1.2992829841302609),
("year", -0.9509762898620451), ("March", -2.6855773452501515),
("month", -2.3978952727983707)],
n = 19},
koData =
ClassData{prior = -1.5260563034950494, unseen = -2.833213344056216,
ClassData{prior = -1.5686159179138452, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("October", -1.6739764335716716),
@ -876,446 +883,449 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.4563407787686177, unseen = -7.130098510125578,
ClassData{prior = -0.45481611553661044,
unseen = -7.134890851565884,
likelihoods =
HashMap.fromList
[("Navaratriyear (latent)", -6.436150368369428),
("Father's Dayyear (latent)", -6.436150368369428),
[("Navaratriyear (latent)", -6.440946540632921),
("Father's Dayyear (latent)", -6.440946540632921),
("Karva Chauthyear (latent)", -6.440946540632921),
("<day-of-month> (ordinal)in|during the <part-of-day>",
-6.436150368369428),
("Ramadanyear (latent)", -5.519859636495273),
-6.440946540632921),
("Ramadanyear (latent)", -5.524655808758766),
("<datetime> - <datetime> (interval)on <day>",
-5.049856007249537),
("Military Spouse Dayyear (latent)", -6.436150368369428),
("Bhai Doojyear (latent)", -6.436150368369428),
("hourday", -4.421247347827163),
("dayhour", -3.491711389202987),
-5.05465217951303),
("Military Spouse Dayyear (latent)", -6.440946540632921),
("Bhai Doojyear (latent)", -6.440946540632921),
("hourday", -4.426043520090656),
("dayhour", -3.4965075614664802),
("<time-of-day> - <time-of-day> (interval)on <day>",
-5.049856007249537),
("Martin Luther King's Dayyear (latent)", -6.030685260261263),
("Shemini Atzeretyear (latent)", -6.436150368369428),
("daymonth", -4.421247347827163),
("monthday", -6.030685260261263),
("monthyear", -4.6443908991413725),
("Yom Ha'atzmautyear (latent)", -6.436150368369428),
("Vijayadashamiyear (latent)", -6.436150368369428),
-5.05465217951303),
("Martin Luther King's Dayyear (latent)", -6.035481432524756),
("Shemini Atzeretyear (latent)", -6.440946540632921),
("daymonth", -4.426043520090656),
("monthday", -6.035481432524756),
("monthyear", -4.6491870714048655),
("Yom Ha'atzmautyear (latent)", -6.440946540632921),
("Vijayadashamiyear (latent)", -6.440946540632921),
("Administrative Professionals' Dayyear (latent)",
-5.049856007249537),
("Thanksgiving Dayyear (latent)", -5.337538079701318),
("Thai Pongalyear (latent)", -5.7430031878094825),
("Thiru Onamyear (latent)", -5.7430031878094825),
("hhhmmabsorption of , after named day", -6.436150368369428),
("Tuesdaythe <day-of-month> (ordinal)", -6.436150368369428),
-5.05465217951303),
("Thanksgiving Dayyear (latent)", -5.342334251964811),
("Thai Pongalyear (latent)", -5.7477993600729755),
("Thiru Onamyear (latent)", -5.7477993600729755),
("hhhmmabsorption of , after named day", -6.440946540632921),
("Tuesdaythe <day-of-month> (ordinal)", -6.440946540632921),
("from <datetime> - <datetime> (interval)July",
-5.519859636495273),
("<day-of-month> (ordinal)Wednesday", -6.436150368369428),
("Krishna Janmashtamiyear (latent)", -6.030685260261263),
("Guru Gobind Singh Jayantiyear (latent)", -6.436150368369428),
("houryear", -5.519859636495273),
-5.524655808758766),
("<day-of-month> (ordinal)Wednesday", -6.440946540632921),
("Krishna Janmashtamiyear (latent)", -6.035481432524756),
("Guru Gobind Singh Jayantiyear (latent)", -6.440946540632921),
("houryear", -5.524655808758766),
("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-6.436150368369428),
("Christmas<time-of-day> am|pm", -6.436150368369428),
-6.440946540632921),
("Christmas<time-of-day> am|pm", -6.440946540632921),
("last <day-of-week> of <time>year (latent)",
-6.436150368369428),
-6.440946540632921),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.7430031878094825),
("intersectin|during <named-month>|year", -6.436150368369428),
("<time-of-day> am|pmintersect", -5.18338739987406),
("Earth Houryear (latent)", -6.436150368369428),
("Octoberyear (latent)", -4.932072971593153),
("intersect<time-of-day> am|pm", -6.436150368369428),
("Mattu Pongalyear (latent)", -6.436150368369428),
("Daylight Saving Start Dayyear (latent)", -5.519859636495273),
("Shavuotyear (latent)", -6.436150368369428),
("Parsi New Yearyear (latent)", -5.519859636495273),
-5.7477993600729755),
("intersectin|during <named-month>|year", -6.440946540632921),
("<time-of-day> am|pmintersect", -5.188183572137553),
("Earth Houryear (latent)", -6.440946540632921),
("Octoberyear (latent)", -4.936869143856646),
("intersect<time-of-day> am|pm", -6.440946540632921),
("Mattu Pongalyear (latent)", -6.440946540632921),
("Daylight Saving Start Dayyear (latent)", -5.524655808758766),
("Shavuotyear (latent)", -6.440946540632921),
("Parsi New Yearyear (latent)", -5.524655808758766),
("at <time-of-day>in|within|after <duration>",
-6.436150368369428),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.436150368369428),
("todayin|within|after <duration>", -6.436150368369428),
-6.440946540632921),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.440946540632921),
("todayin|within|after <duration>", -6.440946540632921),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-6.030685260261263),
("Marchyear (latent)", -6.436150368369428),
-6.035481432524756),
("Marchyear (latent)", -6.440946540632921),
("intersect by \",\", \"of\", \"from\", \"'s\"hhhmm",
-6.030685260261263),
("Sukkotyear (latent)", -6.030685260261263),
("hhhmmintersect", -6.030685260261263),
-6.035481432524756),
("Sukkotyear (latent)", -6.035481432524756),
("hhhmmintersect", -6.035481432524756),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-6.030685260261263),
("Daylight Saving End Dayyear (latent)", -5.519859636495273),
("Clean Mondayyear (latent)", -6.030685260261263),
("monthhour", -6.030685260261263),
-6.035481432524756),
("Daylight Saving End Dayyear (latent)", -5.524655808758766),
("Clean Mondayyear (latent)", -6.035481432524756),
("monthhour", -6.035481432524756),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.7430031878094825),
("todayat <time-of-day>", -6.436150368369428),
("Thursday<time> timezone", -4.038255095571057),
("time-of-day (latent)tonight", -6.030685260261263),
("from|since|after <time>December", -6.436150368369428),
-5.7477993600729755),
("todayat <time-of-day>", -6.440946540632921),
("Thursday<time> timezone", -4.04305126783455),
("time-of-day (latent)tonight", -6.035481432524756),
("from|since|after <time>December", -6.440946540632921),
("Emergency Medical Services for Children Dayyear (latent)",
-6.436150368369428),
("<time-of-day> am|pmon <day>", -4.421247347827163),
-6.440946540632921),
("<time-of-day> am|pmon <day>", -4.426043520090656),
("this <time>hh(:mm) - <time-of-day> am|pm",
-6.436150368369428),
("yyyy-mm-ddhh:mm:ss", -6.030685260261263),
("Tax Daythis|last|next <cycle>", -6.436150368369428),
("dayday", -3.7281001672672174),
("<time> <part-of-day>at <time-of-day>", -6.436150368369428),
("mm/ddat <time-of-day>", -6.436150368369428),
("tonightat <time-of-day>", -6.436150368369428),
-6.440946540632921),
("yyyy-mm-ddhh:mm:ss", -6.035481432524756),
("Tax Daythis|last|next <cycle>", -6.440946540632921),
("dayday", -3.7328963395307104),
("<time> <part-of-day>at <time-of-day>", -6.440946540632921),
("mm/ddat <time-of-day>", -6.440946540632921),
("tonightat <time-of-day>", -6.440946540632921),
("<time-of-day> am|pmabsorption of , after named day",
-5.7430031878094825),
-5.7477993600729755),
("Dayananda Saraswati Jayantiyear (latent)",
-6.436150368369428),
("today<time-of-day> am|pm", -6.436150368369428),
("Februarythe <day-of-month> (ordinal)", -6.030685260261263),
("at <time-of-day><time> <part-of-day>", -6.436150368369428),
("<day-of-month> (ordinal)intersect", -6.030685260261263),
("mm/dd<time-of-day> am|pm", -6.436150368369428),
("hourhour", -4.356708826689592),
("Navaratriin|during <named-month>|year", -6.436150368369428),
("Wednesdaythis|last|next <cycle>", -6.436150368369428),
("Lentyear (latent)", -6.436150368369428),
-6.440946540632921),
("today<time-of-day> am|pm", -6.440946540632921),
("Februarythe <day-of-month> (ordinal)", -6.035481432524756),
("at <time-of-day><time> <part-of-day>", -6.440946540632921),
("<day-of-month> (ordinal)intersect", -6.035481432524756),
("mm/dd<time-of-day> am|pm", -6.440946540632921),
("hourhour", -4.361504998953085),
("Navaratriin|during <named-month>|year", -6.440946540632921),
("Wednesdaythis|last|next <cycle>", -6.440946540632921),
("Lentyear (latent)", -6.440946540632921),
("intersect<named-month> <day-of-month> (non ordinal)",
-4.564348191467836),
("Boghiyear (latent)", -6.436150368369428),
("dayyear", -1.8410305182348379),
("Thursdayfrom|since|after <time>", -6.030685260261263),
-4.569144363731329),
("Boghiyear (latent)", -6.440946540632921),
("dayyear", -1.8357763546448294),
("Karva Chauthin|during <named-month>|year",
-6.440946540632921),
("Thursdayfrom|since|after <time>", -6.035481432524756),
("<time-of-day> o'clockin|during the <part-of-day>",
-6.436150368369428),
("Thursdayat <time-of-day>", -5.7430031878094825),
("Islamic New Yearyear (latent)", -6.030685260261263),
("Laylat al-Qadryear (latent)", -5.519859636495273),
("Shrove Tuesdayyear (latent)", -6.436150368369428),
-6.440946540632921),
("Thursdayat <time-of-day>", -5.7477993600729755),
("Islamic New Yearyear (latent)", -6.035481432524756),
("Laylat al-Qadryear (latent)", -5.524655808758766),
("Shrove Tuesdayyear (latent)", -6.440946540632921),
("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-5.7430031878094825),
("<time-of-day> am|pmtomorrow", -5.7430031878094825),
("Yom Kippuryear (latent)", -6.436150368369428),
("<day-of-month> (ordinal)Tuesday", -6.030685260261263),
("<part-of-day> of <time>year (latent)", -6.436150368369428),
("minutehour", -5.18338739987406),
("Kaanum Pongalyear (latent)", -6.030685260261263),
("Maha Saptamiyear (latent)", -6.436150368369428),
-5.7477993600729755),
("<time-of-day> am|pmtomorrow", -5.7477993600729755),
("Yom Kippuryear (latent)", -6.440946540632921),
("<day-of-month> (ordinal)Tuesday", -6.035481432524756),
("<part-of-day> of <time>year (latent)", -6.440946540632921),
("minutehour", -5.188183572137553),
("Kaanum Pongalyear (latent)", -6.035481432524756),
("Maha Saptamiyear (latent)", -6.440946540632921),
("at <time-of-day>in|during the <part-of-day>",
-6.030685260261263),
("time-of-day (latent)tomorrow", -5.519859636495273),
("part of daysat <time-of-day>", -6.030685260261263),
-6.035481432524756),
("time-of-day (latent)tomorrow", -5.524655808758766),
("part of daysat <time-of-day>", -6.035481432524756),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-4.421247347827163),
("for <duration> from <time>December", -6.436150368369428),
("tomorrow<time-of-day> sharp|exactly", -6.436150368369428),
-4.426043520090656),
("for <duration> from <time>December", -6.440946540632921),
("tomorrow<time-of-day> sharp|exactly", -6.440946540632921),
("Thursdayfrom <datetime> - <datetime> (interval)",
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-5.188183572137553),
("intersect by \",\", \"of\", \"from\" for yearhhhmm",
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("time-of-day (latent)this <part-of-day>", -6.436150368369428),
("Pentecostyear (latent)", -6.436150368369428),
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("time-of-day (latent)this <part-of-day>", -6.440946540632921),
("Pentecostyear (latent)", -6.440946540632921),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
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("<day-of-month> (ordinal)February", -6.436150368369428),
("Eid al-Fitryear (latent)", -5.519859636495273),
-5.188183572137553),
("<day-of-month> (ordinal)February", -6.440946540632921),
("Eid al-Fitryear (latent)", -5.524655808758766),
("Vasant Panchamiin|during <named-month>|year",
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("Mondayin|during the <part-of-day>", -6.436150368369428),
("Chhathin|during <named-month>|year", -6.436150368369428),
("Diwaliin|during <named-month>|year", -6.436150368369428),
("Vaisakhiin|during <named-month>|year", -6.436150368369428),
("Guru Ravidass Jayantiyear (latent)", -5.18338739987406),
("Raksha Bandhanyear (latent)", -6.436150368369428),
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-6.440946540632921),
("Mondayin|during the <part-of-day>", -6.440946540632921),
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("Diwaliin|during <named-month>|year", -6.440946540632921),
("Vaisakhiin|during <named-month>|year", -6.440946540632921),
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("Raksha Bandhanyear (latent)", -6.440946540632921),
("daysecond", -6.035481432524756),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
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("Emancipation Dayyear (latent)", -5.7430031878094825),
("Ashurayear (latent)", -6.436150368369428),
("Tuesdayin|during <named-month>|year", -6.436150368369428),
("Chinese New Yearyear (latent)", -6.436150368369428),
("tomorrowintersect", -6.436150368369428),
("Lag BaOmeryear (latent)", -6.436150368369428),
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("Emancipation Dayyear (latent)", -5.7477993600729755),
("Ashurayear (latent)", -6.440946540632921),
("Tuesdayin|during <named-month>|year", -6.440946540632921),
("Chinese New Yearyear (latent)", -6.440946540632921),
("tomorrowintersect", -6.440946540632921),
("Lag BaOmeryear (latent)", -6.440946540632921),
("last weekend of <named-month>year (latent)",
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("Eid al-Adhayear (latent)", -4.296084204873157),
("intersectin|during the <part-of-day>", -6.436150368369428),
("Palm Sundayyear (latent)", -6.436150368369428),
("Christmasat <time-of-day>", -6.436150368369428),
("Passoveryear (latent)", -6.436150368369428),
("Lazarus Saturdayyear (latent)", -6.436150368369428),
-6.440946540632921),
("Eid al-Adhayear (latent)", -4.30088037713665),
("intersectin|during the <part-of-day>", -6.440946540632921),
("Palm Sundayyear (latent)", -6.440946540632921),
("Christmasat <time-of-day>", -6.440946540632921),
("Passoveryear (latent)", -6.440946540632921),
("Lazarus Saturdayyear (latent)", -6.440946540632921),
("<day-of-month> (ordinal or number) <named-month>year (latent)",
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("Cyber Mondayyear (latent)", -6.030685260261263),
("hhhmmon <day>", -5.519859636495273),
("Yom HaShoahyear (latent)", -6.030685260261263),
-6.440946540632921),
("Cyber Mondayyear (latent)", -6.035481432524756),
("hhhmmon <day>", -5.524655808758766),
("Yom HaShoahyear (latent)", -6.035481432524756),
("Thursday<datetime> - <datetime> (interval)",
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-6.035481432524756),
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("Septemberyear (latent)", -6.035481432524756),
("Thursday<time-of-day> - <time-of-day> (interval)",
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("Halloweenyear (latent)", -6.436150368369428),
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("Halloweenyear (latent)", -6.440946540632921),
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-6.035481432524756),
("from <time-of-day> - <time-of-day> (interval)on <day>",
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("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
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("at <time-of-day>intersect", -5.519859636495273),
("Rosh Hashanahyear (latent)", -5.7430031878094825),
("Dhanterasyear (latent)", -6.436150368369428),
("Tu BiShvatyear (latent)", -6.436150368369428),
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("at <time-of-day>intersect", -5.524655808758766),
("Rosh Hashanahyear (latent)", -5.7477993600729755),
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("Tu BiShvatyear (latent)", -6.440946540632921),
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("Holiyear (latent)", -5.7477993600729755),
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("Holika Dahanyear (latent)", -5.7430031878094825),
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("Holika Dahanyear (latent)", -5.7477993600729755),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
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("dayminute", -3.086246281094823),
("Mawlidyear (latent)", -6.436150368369428),
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("dayminute", -3.0910424533583156),
("Mawlidyear (latent)", -6.440946540632921),
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("Jumu'atul-Widayear (latent)", -5.519859636495273),
("minuteday", -2.6984807500860595),
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("Jumu'atul-Widayear (latent)", -5.524655808758766),
("minuteday", -2.7032769223495525),
("absorption of , after named dayintersect",
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("intersectyear (latent)", -6.436150368369428),
("Orthodox Easter Sundayyear (latent)", -6.436150368369428),
-5.7477993600729755),
("intersectyear (latent)", -6.440946540632921),
("Orthodox Easter Sundayyear (latent)", -6.440946540632921),
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("intersecthhhmm", -6.035481432524756),
("the <day-of-month> (ordinal)in|during the <part-of-day>",
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("Boss's Dayyear (latent)", -6.030685260261263),
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("Boss's Dayyear (latent)", -6.035481432524756),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
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("Global Youth Service Dayyear (latent)", -6.436150368369428),
("Dhanterasin|during <named-month>|year", -6.436150368369428),
("Tisha B'Avyear (latent)", -6.436150368369428),
("Isra and Mi'rajyear (latent)", -5.519859636495273),
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("Global Youth Service Dayyear (latent)", -6.440946540632921),
("Dhanterasin|during <named-month>|year", -6.440946540632921),
("Tisha B'Avyear (latent)", -6.440946540632921),
("Isra and Mi'rajyear (latent)", -5.524655808758766),
("at <time-of-day>on <day>", -4.83150862819882),
("at <time-of-day>absorption of , after named day",
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("time-of-day (latent)<time> <part-of-day>",
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("Christmasyear (latent)", -6.030685260261263),
("Naraka Chaturdashiyear (latent)", -6.030685260261263),
("Thai Pongalin|during <named-month>|year", -6.436150368369428),
-5.7477993600729755),
("Christmasyear (latent)", -6.035481432524756),
("Naraka Chaturdashiyear (latent)", -6.035481432524756),
("Thai Pongalin|during <named-month>|year", -6.440946540632921),
("Emergency Medical Services Weekyear (latent)",
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("dayweek", -6.436150368369428),
("Easter Sundayyear (latent)", -5.7430031878094825),
-6.440946540632921),
("dayweek", -6.440946540632921),
("Easter Sundayyear (latent)", -5.7477993600729755),
("between <time-of-day> and <time-of-day> (interval)on <day>",
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("weekyear", -5.337538079701318),
("King's Dayyear (latent)", -4.932072971593153),
("hh:mmin|during the <part-of-day>", -5.519859636495273),
-6.035481432524756),
("weekyear", -5.342334251964811),
("King's Dayyear (latent)", -4.936869143856646),
("hh:mmin|during the <part-of-day>", -5.524655808758766),
("<cycle> after|before <time><time-of-day> am|pm",
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("Hanukkahyear (latent)", -5.7430031878094825),
("February<time> <part-of-day>", -6.436150368369428),
("National Grandparents Dayyear (latent)", -6.436150368369428),
-6.035481432524756),
("Hanukkahyear (latent)", -5.7477993600729755),
("February<time> <part-of-day>", -6.440946540632921),
("National Grandparents Dayyear (latent)", -6.440946540632921),
("time-of-day (latent)in|during the <part-of-day>",
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("Great Lentyear (latent)", -6.436150368369428),
("tomorrowat <time-of-day>", -5.7430031878094825),
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("Great Lentyear (latent)", -6.440946540632921),
("tomorrowat <time-of-day>", -5.7477993600729755),
("hhmm (latent)in|during the <part-of-day>",
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("Labor Dayyear (latent)", -6.436150368369428),
("Vaisakhiyear (latent)", -5.7430031878094825),
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("Labor Dayyear (latent)", -6.440946540632921),
("Vaisakhiyear (latent)", -5.7477993600729755),
("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
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("last <cycle> of <time>year (latent)", -5.7430031878094825),
("at <time-of-day>tomorrow", -6.030685260261263),
("tomorrow<time-of-day> am|pm", -6.436150368369428),
("President's Dayyear (latent)", -6.436150368369428),
-5.7477993600729755),
("last <cycle> of <time>year (latent)", -5.7477993600729755),
("at <time-of-day>tomorrow", -6.035481432524756),
("tomorrow<time-of-day> am|pm", -6.440946540632921),
("President's Dayyear (latent)", -6.440946540632921),
("<named-month> <day-of-month> (non ordinal)year (latent)",
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("Diwaliyear (latent)", -6.436150368369428),
("between <time> and <time>on <day>", -6.030685260261263),
("Black Fridayyear (latent)", -6.030685260261263),
-6.440946540632921),
("Diwaliyear (latent)", -6.440946540632921),
("between <time> and <time>on <day>", -6.035481432524756),
("Black Fridayyear (latent)", -6.035481432524756),
("the <ordinal> last <cycle> of <time>year (latent)",
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-6.440946540632921),
("in|during the <part-of-day>at <time-of-day>",
-6.436150368369428),
("Chhathyear (latent)", -6.030685260261263),
("Vasant Panchamiyear (latent)", -6.436150368369428),
("Tax Dayyear (latent)", -5.519859636495273),
("Rabindra Jayantiyear (latent)", -5.18338739987406),
("St Patrick's Dayyear (latent)", -6.436150368369428),
("Thursday<time> (timezone)", -6.436150368369428),
-6.440946540632921),
("Chhathyear (latent)", -6.035481432524756),
("Vasant Panchamiyear (latent)", -6.440946540632921),
("Tax Dayyear (latent)", -5.524655808758766),
("Rabindra Jayantiyear (latent)", -5.188183572137553),
("St Patrick's Dayyear (latent)", -6.440946540632921),
("Thursday<time> (timezone)", -6.440946540632921),
("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
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("<datetime> - <datetime> (interval)July", -6.030685260261263),
-6.440946540632921),
("<datetime> - <datetime> (interval)July", -6.035481432524756),
("on <day><named-month> <day-of-month> (non ordinal)",
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("Februaryintersect", -6.436150368369428),
("Mother's Dayyear (latent)", -6.436150368369428),
("Simchat Torahyear (latent)", -6.436150368369428),
("minuteyear", -6.436150368369428)],
n = 479},
-5.7477993600729755),
("Februaryintersect", -6.440946540632921),
("Mother's Dayyear (latent)", -6.440946540632921),
("Simchat Torahyear (latent)", -6.440946540632921),
("minuteyear", -6.440946540632921)],
n = 481},
koData =
ClassData{prior = -1.0040238699921946, unseen = -6.739336627357174,
ClassData{prior = -1.0066658794550332, unseen = -6.741700694652055,
likelihoods =
HashMap.fromList
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[("Thursdayhhhmm", -4.543294782270004),
("hourday", -3.6494769062479073),
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("<time> timezoneyear (latent)", -5.354224998486333),
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("daymonth", -3.370856664609483),
("monthyear", -4.792242345540644),
("<time-of-day> am|pmyear (latent)", -5.351858133476067),
("Thai Pongalyear (latent)", -5.351858133476067),
("intersecthh:mm", -6.045005314036012),
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("Tuesdayfrom|since|after <time>", -5.354224998486333),
("daymonth", -3.3732235296197493),
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("<time-of-day> am|pmyear (latent)", -5.354224998486333),
("Thai Pongalyear (latent)", -5.354224998486333),
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("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
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("hournograin", -4.792242345540644),
("<time-of-day> am|pmintersect", -4.792242345540644),
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("hournograin", -4.79460921055091),
("<time-of-day> am|pmintersect", -4.79460921055091),
("Octoberyear (latent)", -6.0473721790462776),
("time-of-day (latent)intersect by \",\", \"of\", \"from\", \"'s\"",
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("until <time>on <day>", -5.351858133476067),
("time-of-day (latent)intersect", -5.351858133476067),
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("until <time>on <day>", -5.354224998486333),
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("absorption of , after named dayJuly", -5.131081447172123),
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("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
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("Clean Mondayyear (latent)", -6.045005314036012),
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("Clean Mondayyear (latent)", -6.0473721790462776),
("monthhour", -6.0473721790462776),
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("hourmonth", -4.175570002144687),
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("from|since|after <time><time-of-day> am|pm",
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("Mondayyear (latent)", -4.946393025367902),
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("mm/ddat <time-of-day>", -5.639540205927847),
("on <day>September", -5.351858133476067),
("time-of-day (latent)September", -5.639540205927847),
("hourhour", -5.639540205927847),
("time-of-day (latent)on <day>", -4.540927917259737),
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("Mondayyear (latent)", -4.948759890378168),
("dayday", -4.661077817926388),
("mm/ddat <time-of-day>", -5.641907070938114),
("on <day>September", -5.354224998486333),
("time-of-day (latent)September", -5.641907070938114),
("hourhour", -5.641907070938114),
("time-of-day (latent)on <day>", -4.543294782270004),
("time-of-day (latent)<cycle> after|before <time>",
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("dayyear", -3.0492730404820207),
("Thursdaymm/dd", -6.045005314036012),
("New Year's Dayyear (latent)", -5.128714582161857),
("time-of-day (latent)Sunday", -5.639540205927847),
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("Thursdayat <time-of-day>", -4.4355674016019115),
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("dayyear", -3.051639905492287),
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("time-of-day (latent)Sunday", -5.641907070938114),
("Thursdayfrom|since|after <time>", -4.342624086807853),
("Thursdayat <time-of-day>", -4.437934266612178),
("<integer> to|till|before <hour-of-day>September",
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("Aprilyear (latent)", -6.045005314036012),
("the <day-of-month> (ordinal)July", -6.045005314036012),
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("monthminute", -6.045005314036012),
("<time-of-day> am|pmtomorrow", -6.045005314036012),
("Thursdayhh:mm", -5.128714582161857),
("<day-of-month> (ordinal)Tuesday", -5.639540205927847),
("minutemonth", -3.904939150539741),
("time-of-day (latent)Friday", -5.639540205927847),
("minutehour", -6.045005314036012),
("Augustyear (latent)", -5.639540205927847),
("week-endin|during <named-month>|year", -6.045005314036012),
("time-of-day (latent)Tuesday", -5.639540205927847),
-6.0473721790462776),
("Aprilyear (latent)", -6.0473721790462776),
("the <day-of-month> (ordinal)July", -6.0473721790462776),
("the <day-of-month> (number)July", -6.0473721790462776),
("monthminute", -6.0473721790462776),
("<time-of-day> am|pmtomorrow", -6.0473721790462776),
("Thursdayhh:mm", -5.131081447172123),
("<day-of-month> (ordinal)Tuesday", -5.641907070938114),
("minutemonth", -3.9073060155500072),
("time-of-day (latent)Friday", -5.641907070938114),
("minutehour", -6.0473721790462776),
("Augustyear (latent)", -5.641907070938114),
("week-endin|during <named-month>|year", -6.0473721790462776),
("time-of-day (latent)Tuesday", -5.641907070938114),
("mm/dd<time-of-day> - <time-of-day> (interval)",
-5.639540205927847),
-5.641907070938114),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-6.045005314036012),
("Sundayyear (latent)", -5.128714582161857),
("Christmasat <time-of-day>", -6.045005314036012),
("from|since|after <time>year (latent)", -4.946393025367902),
("hhhmmon <day>", -5.128714582161857),
("yesterday<time-of-day> am|pm", -6.045005314036012),
("<day-of-month> (ordinal)July", -5.351858133476067),
-6.0473721790462776),
("Sundayyear (latent)", -5.131081447172123),
("Christmasat <time-of-day>", -6.0473721790462776),
("from|since|after <time>year (latent)", -4.948759890378168),
("hhhmmon <day>", -5.131081447172123),
("yesterday<time-of-day> am|pm", -6.0473721790462776),
("<day-of-month> (ordinal)July", -5.354224998486333),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-6.045005314036012),
("mm/ddyear (latent)", -6.045005314036012),
-6.0473721790462776),
("mm/ddyear (latent)", -6.0473721790462776),
("Thursday<time-of-day> - <time-of-day> (interval)",
-6.045005314036012),
-6.0473721790462776),
("in|during <named-month>|yearyear (latent)",
-6.045005314036012),
("at <time-of-day>intersect", -5.128714582161857),
("hh:mmyear (latent)", -4.658710952916121),
("Holiyear (latent)", -6.045005314036012),
("until <time><time-of-day> am|pm", -6.045005314036012),
-6.0473721790462776),
("at <time-of-day>intersect", -5.131081447172123),
("hh:mmyear (latent)", -4.661077817926388),
("Holiyear (latent)", -6.0473721790462776),
("until <time><time-of-day> am|pm", -6.0473721790462776),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.639540205927847),
("dayminute", -3.1828044331065435),
("yyyy-mm-ddhh:mm", -5.639540205927847),
("intersectfrom|since|after <time>", -5.639540205927847),
("intersectSeptember", -4.17320313713442),
("minuteday", -2.8880048928858986),
-5.641907070938114),
("dayminute", -3.18517129811681),
("yyyy-mm-ddhh:mm", -5.641907070938114),
("intersectfrom|since|after <time>", -5.641907070938114),
("intersectSeptember", -4.175570002144687),
("minuteday", -2.890371757896165),
("absorption of , after named dayintersect",
-6.045005314036012),
("intersectyear (latent)", -6.045005314036012),
("Februaryin|during the <part-of-day>", -6.045005314036012),
-6.0473721790462776),
("intersectyear (latent)", -6.0473721790462776),
("Februaryin|during the <part-of-day>", -6.0473721790462776),
("<duration> after|before|from|past <time>December",
-6.045005314036012),
("time-of-day (latent)July", -5.351858133476067),
("Saturdayyear (latent)", -6.045005314036012),
-6.0473721790462776),
("time-of-day (latent)July", -5.354224998486333),
("Saturdayyear (latent)", -6.0473721790462776),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-6.045005314036012),
("at <time-of-day>on <day>", -5.128714582161857),
("absorption of , after named daySeptember",
-4.792242345540644),
("Naraka Chaturdashiyear (latent)", -6.045005314036012),
("from|since|after <time>on <day>", -5.128714582161857),
("dayweek", -6.045005314036012),
("Easter Sundayyear (latent)", -5.639540205927847),
("Thursday<time-of-day> am|pm", -4.792242345540644),
("weekyear", -5.639540205927847),
("time-of-day (latent)Thursday", -5.639540205927847),
-6.0473721790462776),
("at <time-of-day>on <day>", -5.131081447172123),
("absorption of , after named daySeptember", -4.79460921055091),
("Naraka Chaturdashiyear (latent)", -6.0473721790462776),
("from|since|after <time>on <day>", -5.131081447172123),
("dayweek", -6.0473721790462776),
("Easter Sundayyear (latent)", -5.641907070938114),
("Thursday<time-of-day> am|pm", -4.79460921055091),
("weekyear", -5.641907070938114),
("time-of-day (latent)Thursday", -5.641907070938114),
("<named-month> <day-of-month> (non ordinal)until <time>",
-6.045005314036012),
("<day-of-month> (ordinal)April", -6.045005314036012),
-6.0473721790462776),
("<day-of-month> (ordinal)April", -6.0473721790462776),
("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-5.639540205927847),
-5.641907070938114),
("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-5.351858133476067),
("Sundayfrom|since|after <time>", -6.045005314036012),
("absorption of , after named dayFebruary", -5.128714582161857),
-5.354224998486333),
("Sundayfrom|since|after <time>", -6.0473721790462776),
("absorption of , after named dayFebruary", -5.131081447172123),
("time-of-day (latent)in|during the <part-of-day>",
-5.639540205927847),
-5.641907070938114),
("July<integer> to|till|before <hour-of-day>",
-6.045005314036012),
("tomorrowat <time-of-day>", -6.045005314036012),
("daynograin", -5.639540205927847),
-6.0473721790462776),
("tomorrowat <time-of-day>", -6.0473721790462776),
("daynograin", -5.641907070938114),
("<integer> to|till|before <hour-of-day>July",
-5.639540205927847),
("last <cycle> of <time>year (latent)", -5.639540205927847),
("tomorrow<time-of-day> am|pm", -6.045005314036012),
-5.641907070938114),
("last <cycle> of <time>year (latent)", -5.641907070938114),
("tomorrow<time-of-day> am|pm", -6.0473721790462776),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-5.351858133476067),
("Diwaliyear (latent)", -5.639540205927847),
-5.354224998486333),
("Diwaliyear (latent)", -5.641907070938114),
("<time-of-day> - <time-of-day> (interval)July",
-6.045005314036012),
("Fridayyear (latent)", -5.639540205927847),
("time-of-day (latent)April", -6.045005314036012),
("minuteyear", -3.8477807366997925)],
-6.0473721790462776),
("Fridayyear (latent)", -5.641907070938114),
("time-of-day (latent)April", -6.0473721790462776),
("minuteyear", -3.8501476017100584)],
n = 277}}),
("one eleven",
Classifier{okData =
@ -1591,15 +1601,14 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -0.14458122881110755,
unseen = -5.438079308923196,
ClassData{prior = -0.14339448627969412, unseen = -5.44673737166631,
likelihoods =
HashMap.fromList
[("integer (numeric)", -2.655023209412084e-2),
("intersect 2 numbers", -4.047427642434349)],
n = 225},
[("integer (numeric)", -2.6317308317373417e-2),
("intersect 2 numbers", -4.056123349401903)],
n = 227},
koData =
ClassData{prior = -2.005333569526114, unseen = -3.6888794541139363,
ClassData{prior = -2.012996442271683, unseen = -3.6888794541139363,
likelihoods =
HashMap.fromList
[("integer (numeric)", -1.5841201044498106),

View File

@ -83,10 +83,10 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.624827936582468, unseen = -6.05443934626937,
likelihoods = HashMap.fromList [("", 0.0)], n = 424},
ClassData{prior = -0.6226441149777653, unseen = -6.059123195581797,
likelihoods = HashMap.fromList [("", 0.0)], n = 426},
koData =
ClassData{prior = -0.7664784536454949, unseen = -5.91350300563827,
ClassData{prior = -0.7690005230782048, unseen = -5.91350300563827,
likelihoods = HashMap.fromList [("", 0.0)], n = 368}}),
("<year> (bc|ad)",
Classifier{okData =
@ -135,6 +135,13 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Karva Chauth",
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}}),
("<cycle> after|before <time>",
Classifier{okData =
ClassData{prior = -0.6931471805599453, unseen = -2.833213344056216,
@ -550,18 +557,18 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("in|during <named-month>|year",
Classifier{okData =
ClassData{prior = -0.24512245803298496,
unseen = -3.7612001156935624,
ClassData{prior = -0.2336148511815052,
unseen = -3.8066624897703196,
likelihoods =
HashMap.fromList
[("<year> (bc|ad)", -1.9459101490553135),
("October", -3.044522437723423),
("year (latent)", -1.3397743454849977),
("year", -0.9650808960435872), ("March", -2.639057329615259),
("month", -2.3513752571634776)],
n = 18},
[("<year> (bc|ad)", -1.9924301646902063),
("October", -3.0910424533583156),
("year (latent)", -1.2992829841302609),
("year", -0.9509762898620451), ("March", -2.6855773452501515),
("month", -2.3978952727983707)],
n = 19},
koData =
ClassData{prior = -1.5260563034950494, unseen = -2.833213344056216,
ClassData{prior = -1.5686159179138452, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("October", -1.6739764335716716),
@ -853,427 +860,432 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.4771524086594029, unseen = -7.074963197966044,
ClassData{prior = -0.4754830950103612, unseen = -7.080026499922591,
likelihoods =
HashMap.fromList
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[("Navaratriyear (latent)", -6.386037214049723),
("Karva Chauthyear (latent)", -6.386037214049723),
("<day-of-month> (ordinal)in|during the <part-of-day>",
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("Ramadanyear (latent)", -5.464678903763262),
-6.386037214049723),
("Ramadanyear (latent)", -5.469746482175568),
("<datetime> - <datetime> (interval)on <day>",
-4.994675274517526),
("Bhai Doojyear (latent)", -6.380969635637417),
("hourday", -4.366066615095153),
("dayhour", -3.4365306564709766),
-4.999742852929832),
("Bhai Doojyear (latent)", -6.386037214049723),
("hourday", -4.371134193507458),
("dayhour", -3.4415982348832825),
("<time-of-day> - <time-of-day> (interval)on <day>",
-4.994675274517526),
("Martin Luther King's Dayyear (latent)", -5.975504527529253),
("Shemini Atzeretyear (latent)", -6.380969635637417),
("daymonth", -4.240903472141146),
("monthday", -5.975504527529253),
("monthyear", -4.509167458735826),
("Yom Ha'atzmautyear (latent)", -6.380969635637417),
("Vijayadashamiyear (latent)", -6.380969635637417),
("Thanksgiving Dayyear (latent)", -5.282357346969308),
("Thai Pongalyear (latent)", -5.687822455077471),
("Thiru Onamyear (latent)", -5.687822455077471),
("hhhmmabsorption of , after named day", -6.380969635637417),
("Tuesdaythe <day-of-month> (ordinal)", -6.380969635637417),
-4.999742852929832),
("Martin Luther King's Dayyear (latent)", -5.980572105941558),
("Shemini Atzeretyear (latent)", -6.386037214049723),
("daymonth", -4.245971050553452),
("monthday", -5.980572105941558),
("monthyear", -4.514235037148131),
("Yom Ha'atzmautyear (latent)", -6.386037214049723),
("Vijayadashamiyear (latent)", -6.386037214049723),
("Thanksgiving Dayyear (latent)", -5.287424925381613),
("Thai Pongalyear (latent)", -5.692890033489777),
("Thiru Onamyear (latent)", -5.692890033489777),
("hhhmmabsorption of , after named day", -6.386037214049723),
("Tuesdaythe <day-of-month> (ordinal)", -6.386037214049723),
("from <datetime> - <datetime> (interval)July",
-5.464678903763262),
("<day-of-month> (ordinal)Wednesday", -6.380969635637417),
("Krishna Janmashtamiyear (latent)", -5.975504527529253),
("Guru Gobind Singh Jayantiyear (latent)", -6.380969635637417),
("houryear", -5.464678903763262),
-5.469746482175568),
("<day-of-month> (ordinal)Wednesday", -6.386037214049723),
("Krishna Janmashtamiyear (latent)", -5.980572105941558),
("Guru Gobind Singh Jayantiyear (latent)", -6.386037214049723),
("houryear", -5.469746482175568),
("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-6.380969635637417),
("Christmas<time-of-day> am|pm", -6.380969635637417),
("<day-of-month> (ordinal)October", -6.380969635637417),
-6.386037214049723),
("Christmas<time-of-day> am|pm", -6.386037214049723),
("<day-of-month> (ordinal)October", -6.386037214049723),
("last <day-of-week> of <time>year (latent)",
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-6.386037214049723),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
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("intersectin|during <named-month>|year", -6.380969635637417),
("<time-of-day> am|pmintersect", -5.128206667142049),
("Earth Houryear (latent)", -6.380969635637417),
("Octoberyear (latent)", -4.771531723203316),
("intersect<time-of-day> am|pm", -6.380969635637417),
("Mattu Pongalyear (latent)", -6.380969635637417),
("Shavuotyear (latent)", -6.380969635637417),
("Parsi New Yearyear (latent)", -5.464678903763262),
-5.692890033489777),
("intersectin|during <named-month>|year", -6.386037214049723),
("<time-of-day> am|pmintersect", -5.133274245554355),
("Earth Houryear (latent)", -6.386037214049723),
("Octoberyear (latent)", -4.776599301615622),
("intersect<time-of-day> am|pm", -6.386037214049723),
("Mattu Pongalyear (latent)", -6.386037214049723),
("Shavuotyear (latent)", -6.386037214049723),
("Parsi New Yearyear (latent)", -5.469746482175568),
("at <time-of-day>in|within|after <duration>",
-6.380969635637417),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.380969635637417),
("todayin|within|after <duration>", -6.380969635637417),
-6.386037214049723),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.386037214049723),
("todayin|within|after <duration>", -6.386037214049723),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
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("Marchyear (latent)", -6.380969635637417),
-5.980572105941558),
("Marchyear (latent)", -6.386037214049723),
("intersect by \",\", \"of\", \"from\", \"'s\"hhhmm",
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("Sukkotyear (latent)", -5.975504527529253),
("hhhmmintersect", -5.975504527529253),
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("Sukkotyear (latent)", -5.980572105941558),
("hhhmmintersect", -5.980572105941558),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
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("Clean Mondayyear (latent)", -5.975504527529253),
("monthhour", -5.975504527529253),
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("Clean Mondayyear (latent)", -5.980572105941558),
("monthhour", -5.980572105941558),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
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("todayat <time-of-day>", -6.380969635637417),
("Thursday<time> timezone", -3.9830743628390466),
("time-of-day (latent)tonight", -5.975504527529253),
("from|since|after <time>December", -6.380969635637417),
("<time-of-day> am|pmon <day>", -4.366066615095153),
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("todayat <time-of-day>", -6.386037214049723),
("Thursday<time> timezone", -3.988141941251352),
("time-of-day (latent)tonight", -5.980572105941558),
("from|since|after <time>December", -6.386037214049723),
("<time-of-day> am|pmon <day>", -4.371134193507458),
("this <time>hh(:mm) - <time-of-day> am|pm",
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("yyyy-mm-ddhh:mm:ss", -5.975504527529253),
("dayday", -3.6729194345352068),
("<time> <part-of-day>at <time-of-day>", -6.380969635637417),
("mm/ddat <time-of-day>", -5.687822455077471),
("tonightat <time-of-day>", -6.380969635637417),
-6.386037214049723),
("yyyy-mm-ddhh:mm:ss", -5.980572105941558),
("dayday", -3.6779870129475127),
("<time> <part-of-day>at <time-of-day>", -6.386037214049723),
("mm/ddat <time-of-day>", -5.692890033489777),
("tonightat <time-of-day>", -6.386037214049723),
("<time-of-day> am|pmabsorption of , after named day",
-5.687822455077471),
-5.692890033489777),
("Dayananda Saraswati Jayantiyear (latent)",
-6.380969635637417),
("today<time-of-day> am|pm", -6.380969635637417),
("Februarythe <day-of-month> (ordinal)", -5.975504527529253),
("at <time-of-day><time> <part-of-day>", -6.380969635637417),
("<day-of-month> (ordinal)intersect", -5.687822455077471),
("mm/dd<time-of-day> am|pm", -6.380969635637417),
("hourhour", -4.3015280939575815),
("Navaratriin|during <named-month>|year", -6.380969635637417),
("Wednesdaythis|last|next <cycle>", -6.380969635637417),
("Lentyear (latent)", -6.380969635637417),
-6.386037214049723),
("today<time-of-day> am|pm", -6.386037214049723),
("Februarythe <day-of-month> (ordinal)", -5.980572105941558),
("at <time-of-day><time> <part-of-day>", -6.386037214049723),
("<day-of-month> (ordinal)intersect", -5.692890033489777),
("mm/dd<time-of-day> am|pm", -6.386037214049723),
("hourhour", -4.306595672369887),
("Navaratriin|during <named-month>|year", -6.386037214049723),
("Wednesdaythis|last|next <cycle>", -6.386037214049723),
("Lentyear (latent)", -6.386037214049723),
("intersect<named-month> <day-of-month> (non ordinal)",
-4.509167458735826),
("Boghiyear (latent)", -6.380969635637417),
("dayyear", -1.9561230037806072),
("Thursdayfrom|since|after <time>", -5.975504527529253),
-4.514235037148131),
("Boghiyear (latent)", -6.386037214049723),
("dayyear", -1.9492856796865947),
("Karva Chauthin|during <named-month>|year",
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("Thursdayfrom|since|after <time>", -5.980572105941558),
("<time-of-day> o'clockin|during the <part-of-day>",
-6.380969635637417),
("Thursdayat <time-of-day>", -5.687822455077471),
("Islamic New Yearyear (latent)", -5.975504527529253),
("Laylat al-Qadryear (latent)", -5.464678903763262),
("Shrove Tuesdayyear (latent)", -6.380969635637417),
-6.386037214049723),
("Thursdayat <time-of-day>", -5.692890033489777),
("Islamic New Yearyear (latent)", -5.980572105941558),
("Laylat al-Qadryear (latent)", -5.469746482175568),
("Shrove Tuesdayyear (latent)", -6.386037214049723),
("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-5.687822455077471),
("<time-of-day> am|pmtomorrow", -5.687822455077471),
("Yom Kippuryear (latent)", -6.380969635637417),
("<day-of-month> (ordinal)Tuesday", -5.975504527529253),
("<part-of-day> of <time>year (latent)", -6.380969635637417),
("minutehour", -5.128206667142049),
("Kaanum Pongalyear (latent)", -5.975504527529253),
("Maha Saptamiyear (latent)", -6.380969635637417),
-5.692890033489777),
("<time-of-day> am|pmtomorrow", -5.692890033489777),
("Yom Kippuryear (latent)", -6.386037214049723),
("<day-of-month> (ordinal)Tuesday", -5.980572105941558),
("<part-of-day> of <time>year (latent)", -6.386037214049723),
("minutehour", -5.133274245554355),
("Kaanum Pongalyear (latent)", -5.980572105941558),
("Maha Saptamiyear (latent)", -6.386037214049723),
("at <time-of-day>in|during the <part-of-day>",
-5.975504527529253),
("time-of-day (latent)tomorrow", -5.464678903763262),
("part of daysat <time-of-day>", -5.975504527529253),
-5.980572105941558),
("time-of-day (latent)tomorrow", -5.469746482175568),
("part of daysat <time-of-day>", -5.980572105941558),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-4.366066615095153),
("for <duration> from <time>December", -6.380969635637417),
("tomorrow<time-of-day> sharp|exactly", -6.380969635637417),
-4.371134193507458),
("for <duration> from <time>December", -6.386037214049723),
("tomorrow<time-of-day> sharp|exactly", -6.386037214049723),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.128206667142049),
-5.133274245554355),
("intersect by \",\", \"of\", \"from\" for yearhhhmm",
-5.128206667142049),
("time-of-day (latent)this <part-of-day>", -6.380969635637417),
("Pentecostyear (latent)", -6.380969635637417),
-5.133274245554355),
("time-of-day (latent)this <part-of-day>", -6.386037214049723),
("Pentecostyear (latent)", -6.386037214049723),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.128206667142049),
("<day-of-month> (ordinal)February", -6.380969635637417),
("Eid al-Fitryear (latent)", -5.464678903763262),
-5.133274245554355),
("<day-of-month> (ordinal)February", -6.386037214049723),
("Eid al-Fitryear (latent)", -5.469746482175568),
("Vasant Panchamiin|during <named-month>|year",
-6.380969635637417),
("Mondayin|during the <part-of-day>", -6.380969635637417),
("Chhathin|during <named-month>|year", -6.380969635637417),
("Diwaliin|during <named-month>|year", -6.380969635637417),
("Vaisakhiin|during <named-month>|year", -6.380969635637417),
("Guru Ravidass Jayantiyear (latent)", -5.128206667142049),
("Raksha Bandhanyear (latent)", -6.380969635637417),
("daysecond", -5.975504527529253),
-6.386037214049723),
("Mondayin|during the <part-of-day>", -6.386037214049723),
("Chhathin|during <named-month>|year", -6.386037214049723),
("Diwaliin|during <named-month>|year", -6.386037214049723),
("Vaisakhiin|during <named-month>|year", -6.386037214049723),
("Guru Ravidass Jayantiyear (latent)", -5.133274245554355),
("Raksha Bandhanyear (latent)", -6.386037214049723),
("daysecond", -5.980572105941558),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-5.975504527529253),
("Ashurayear (latent)", -6.380969635637417),
("Tuesdayin|during <named-month>|year", -6.380969635637417),
("Chinese New Yearyear (latent)", -6.380969635637417),
("tomorrowintersect", -6.380969635637417),
("Lag BaOmeryear (latent)", -6.380969635637417),
-5.980572105941558),
("Ashurayear (latent)", -6.386037214049723),
("Tuesdayin|during <named-month>|year", -6.386037214049723),
("Chinese New Yearyear (latent)", -6.386037214049723),
("tomorrowintersect", -6.386037214049723),
("Lag BaOmeryear (latent)", -6.386037214049723),
("last weekend of <named-month>year (latent)",
-6.380969635637417),
("Eid al-Adhayear (latent)", -4.240903472141146),
("intersectin|during the <part-of-day>", -6.380969635637417),
("Palm Sundayyear (latent)", -6.380969635637417),
("Christmasat <time-of-day>", -6.380969635637417),
("Passoveryear (latent)", -6.380969635637417),
("Lazarus Saturdayyear (latent)", -6.380969635637417),
-6.386037214049723),
("Eid al-Adhayear (latent)", -4.245971050553452),
("intersectin|during the <part-of-day>", -6.386037214049723),
("Palm Sundayyear (latent)", -6.386037214049723),
("Christmasat <time-of-day>", -6.386037214049723),
("Passoveryear (latent)", -6.386037214049723),
("Lazarus Saturdayyear (latent)", -6.386037214049723),
("<day-of-month> (ordinal or number) <named-month>year (latent)",
-5.975504527529253),
("hhhmmon <day>", -5.464678903763262),
("Yom HaShoahyear (latent)", -5.975504527529253),
-5.980572105941558),
("hhhmmon <day>", -5.469746482175568),
("Yom HaShoahyear (latent)", -5.980572105941558),
("Thursday<datetime> - <datetime> (interval)",
-5.975504527529253),
-5.980572105941558),
("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
-6.380969635637417),
("Septemberyear (latent)", -5.975504527529253),
-6.386037214049723),
("Septemberyear (latent)", -5.980572105941558),
("Thursday<time-of-day> - <time-of-day> (interval)",
-4.876892238861143),
("Halloweenyear (latent)", -6.380969635637417),
-4.881959817273449),
("Halloweenyear (latent)", -6.386037214049723),
("<ordinal> last <cycle> of <time>year (latent)",
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-5.980572105941558),
("from <time-of-day> - <time-of-day> (interval)on <day>",
-5.687822455077471),
-5.692890033489777),
("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
-6.380969635637417),
("at <time-of-day>intersect", -5.464678903763262),
("Rosh Hashanahyear (latent)", -5.687822455077471),
("Dhanterasyear (latent)", -6.380969635637417),
("Tu BiShvatyear (latent)", -6.380969635637417),
("<day-of-month> (ordinal)December", -5.687822455077471),
("Holiyear (latent)", -5.687822455077471),
-6.386037214049723),
("at <time-of-day>intersect", -5.469746482175568),
("Rosh Hashanahyear (latent)", -5.692890033489777),
("Dhanterasyear (latent)", -6.386037214049723),
("Tu BiShvatyear (latent)", -6.386037214049723),
("<day-of-month> (ordinal)December", -5.692890033489777),
("Holiyear (latent)", -5.692890033489777),
("<time-of-day> - <time-of-day> (interval)tomorrow",
-6.380969635637417),
("Holika Dahanyear (latent)", -5.687822455077471),
-6.386037214049723),
("Holika Dahanyear (latent)", -5.692890033489777),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.975504527529253),
("dayminute", -2.996579372291643),
("Mawlidyear (latent)", -6.380969635637417),
-5.980572105941558),
("dayminute", -3.0016469507039485),
("Mawlidyear (latent)", -6.386037214049723),
("from <datetime> - <datetime> (interval)on <day>",
-5.975504527529253),
-5.980572105941558),
("<datetime> - <datetime> (interval)tomorrow",
-6.380969635637417),
("Jumu'atul-Widayear (latent)", -5.464678903763262),
("minuteday", -2.6433000173540484),
-6.386037214049723),
("Jumu'atul-Widayear (latent)", -5.469746482175568),
("minuteday", -2.6483675957663544),
("absorption of , after named dayintersect",
-5.687822455077471),
("intersectyear (latent)", -5.975504527529253),
("Orthodox Easter Sundayyear (latent)", -6.380969635637417),
-5.692890033489777),
("intersectyear (latent)", -5.980572105941558),
("Orthodox Easter Sundayyear (latent)", -6.386037214049723),
("time-of-day (latent)in|within|after <duration>",
-6.380969635637417),
-6.386037214049723),
("<ordinal> <cycle> of <time>year (latent)",
-6.380969635637417),
("intersecthhhmm", -5.975504527529253),
-6.386037214049723),
("intersecthhhmm", -5.980572105941558),
("the <day-of-month> (ordinal)in|during the <part-of-day>",
-6.380969635637417),
("Boss's Dayyear (latent)", -5.975504527529253),
-6.386037214049723),
("Boss's Dayyear (latent)", -5.980572105941558),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-6.380969635637417),
("Global Youth Service Dayyear (latent)", -6.380969635637417),
("Dhanterasin|during <named-month>|year", -6.380969635637417),
("Tisha B'Avyear (latent)", -6.380969635637417),
("Isra and Mi'rajyear (latent)", -5.464678903763262),
("at <time-of-day>on <day>", -4.771531723203316),
-6.386037214049723),
("Global Youth Service Dayyear (latent)", -6.386037214049723),
("Dhanterasin|during <named-month>|year", -6.386037214049723),
("Tisha B'Avyear (latent)", -6.386037214049723),
("Isra and Mi'rajyear (latent)", -5.469746482175568),
("at <time-of-day>on <day>", -4.776599301615622),
("at <time-of-day>absorption of , after named day",
-5.975504527529253),
-5.980572105941558),
("time-of-day (latent)<time> <part-of-day>",
-5.687822455077471),
("Christmasyear (latent)", -5.975504527529253),
("Naraka Chaturdashiyear (latent)", -5.975504527529253),
("Thai Pongalin|during <named-month>|year", -6.380969635637417),
("dayweek", -6.380969635637417),
("Easter Sundayyear (latent)", -5.687822455077471),
-5.692890033489777),
("Christmasyear (latent)", -5.980572105941558),
("Naraka Chaturdashiyear (latent)", -5.980572105941558),
("Thai Pongalin|during <named-month>|year", -6.386037214049723),
("dayweek", -6.386037214049723),
("Easter Sundayyear (latent)", -5.692890033489777),
("between <time-of-day> and <time-of-day> (interval)on <day>",
-5.975504527529253),
("weekyear", -5.282357346969308),
("King's Dayyear (latent)", -4.876892238861143),
("hh:mmin|during the <part-of-day>", -5.464678903763262),
-5.980572105941558),
("weekyear", -5.287424925381613),
("King's Dayyear (latent)", -4.881959817273449),
("hh:mmin|during the <part-of-day>", -5.469746482175568),
("<cycle> after|before <time><time-of-day> am|pm",
-5.975504527529253),
("Hanukkahyear (latent)", -5.687822455077471),
("February<time> <part-of-day>", -6.380969635637417),
-5.980572105941558),
("Hanukkahyear (latent)", -5.692890033489777),
("February<time> <part-of-day>", -6.386037214049723),
("time-of-day (latent)in|during the <part-of-day>",
-6.380969635637417),
("Great Lentyear (latent)", -6.380969635637417),
("tomorrowat <time-of-day>", -5.687822455077471),
-6.386037214049723),
("Great Lentyear (latent)", -6.386037214049723),
("tomorrowat <time-of-day>", -5.692890033489777),
("hhmm (latent)in|during the <part-of-day>",
-6.380969635637417),
("Vaisakhiyear (latent)", -5.687822455077471),
-6.386037214049723),
("Vaisakhiyear (latent)", -5.692890033489777),
("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-5.687822455077471),
("last <cycle> of <time>year (latent)", -5.687822455077471),
("at <time-of-day>tomorrow", -5.975504527529253),
("tomorrow<time-of-day> am|pm", -6.380969635637417),
-5.692890033489777),
("last <cycle> of <time>year (latent)", -5.692890033489777),
("at <time-of-day>tomorrow", -5.980572105941558),
("tomorrow<time-of-day> am|pm", -6.386037214049723),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-6.380969635637417),
("Diwaliyear (latent)", -6.380969635637417),
("between <time> and <time>on <day>", -5.975504527529253),
("Black Fridayyear (latent)", -5.975504527529253),
-6.386037214049723),
("Diwaliyear (latent)", -6.386037214049723),
("between <time> and <time>on <day>", -5.980572105941558),
("Black Fridayyear (latent)", -5.980572105941558),
("the <ordinal> last <cycle> of <time>year (latent)",
-6.380969635637417),
-6.386037214049723),
("in|during the <part-of-day>at <time-of-day>",
-6.380969635637417),
("Chhathyear (latent)", -5.975504527529253),
("Vasant Panchamiyear (latent)", -6.380969635637417),
("Rabindra Jayantiyear (latent)", -5.128206667142049),
("St Patrick's Dayyear (latent)", -6.380969635637417),
("Thursday<time> (timezone)", -6.380969635637417),
-6.386037214049723),
("Chhathyear (latent)", -5.980572105941558),
("Vasant Panchamiyear (latent)", -6.386037214049723),
("Rabindra Jayantiyear (latent)", -5.133274245554355),
("St Patrick's Dayyear (latent)", -6.386037214049723),
("Thursday<time> (timezone)", -6.386037214049723),
("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-6.380969635637417),
("<datetime> - <datetime> (interval)July", -5.975504527529253),
-6.386037214049723),
("<datetime> - <datetime> (interval)July", -5.980572105941558),
("on <day><named-month> <day-of-month> (non ordinal)",
-5.687822455077471),
("Februaryintersect", -6.380969635637417),
("Simchat Torahyear (latent)", -6.380969635637417),
("minuteyear", -6.380969635637417)],
n = 453},
-5.692890033489777),
("Februaryintersect", -6.386037214049723),
("Simchat Torahyear (latent)", -6.386037214049723),
("minuteyear", -6.386037214049723)],
n = 455},
koData =
ClassData{prior = -0.9690270279550983, unseen = -6.721425700790643,
ClassData{prior = -0.9717630077739732, unseen = -6.723832440821209,
likelihoods =
HashMap.fromList
[("Thursdayhhhmm", -4.522995577799075),
("hourday", -3.629177701776979),
[("Thursdayhhhmm", -4.5254052175192285),
("hourday", -3.6315873414971325),
("<hour-of-day> <integer><time-of-day> am|pm",
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("<day-of-month> (ordinal)August", -6.02707297457535),
("dayhour", -3.2862329506501484),
("<time> timezoneyear (latent)", -5.333925794015404),
-6.029482614295503),
("<day-of-month> (ordinal)August", -6.029482614295503),
("dayhour", -3.288642590370302),
("<time> timezoneyear (latent)", -5.336335433735558),
("<time-of-day> - <time-of-day> (interval)on <day>",
-5.110782242701195),
("Tuesdayfrom|since|after <time>", -5.333925794015404),
("daymonth", -3.352924325148821),
("monthyear", -4.774310006079982),
("<time-of-day> am|pmyear (latent)", -5.333925794015404),
("Thai Pongalyear (latent)", -5.333925794015404),
("intersecthh:mm", -6.02707297457535),
-5.113191882421348),
("Tuesdayfrom|since|after <time>", -5.336335433735558),
("daymonth", -3.3553339648689744),
("monthyear", -4.776719645800135),
("<time-of-day> am|pmyear (latent)", -5.336335433735558),
("Thai Pongalyear (latent)", -5.336335433735558),
("intersecthh:mm", -6.029482614295503),
("from <datetime> - <datetime> (interval)July",
-5.621607866467185),
("<day-of-month> (ordinal)Wednesday", -6.02707297457535),
("houryear", -4.640778613455459),
-5.6240175061873385),
("<day-of-month> (ordinal)Wednesday", -6.029482614295503),
("houryear", -4.643188253175612),
("from <time-of-day> - <time-of-day> (interval)July",
-6.02707297457535),
("<day-of-month> (ordinal)October", -6.02707297457535),
-6.029482614295503),
("<day-of-month> (ordinal)October", -6.029482614295503),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.333925794015404),
("hournograin", -4.774310006079982),
("<time-of-day> am|pmintersect", -4.774310006079982),
("Octoberyear (latent)", -6.02707297457535),
-5.336335433735558),
("hournograin", -4.776719645800135),
("<time-of-day> am|pmintersect", -4.776719645800135),
("Octoberyear (latent)", -6.029482614295503),
("time-of-day (latent)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.621607866467185),
("until <time>on <day>", -5.333925794015404),
("time-of-day (latent)intersect", -5.333925794015404),
("todayin <number> (implicit minutes)", -6.02707297457535),
-5.6240175061873385),
("until <time>on <day>", -5.336335433735558),
("time-of-day (latent)intersect", -5.336335433735558),
("todayin <number> (implicit minutes)", -6.029482614295503),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.333925794015404),
("about|exactly <time-of-day>year (latent)", -6.02707297457535),
("hh:mmon <day>", -4.774310006079982),
("hhhmmintersect", -5.621607866467185),
("absorption of , after named dayJuly", -5.110782242701195),
("from|since|after <time>July", -5.621607866467185),
-5.336335433735558),
("about|exactly <time-of-day>year (latent)",
-6.029482614295503),
("hh:mmon <day>", -4.776719645800135),
("hhhmmintersect", -5.6240175061873385),
("absorption of , after named dayJuly", -5.113191882421348),
("from|since|after <time>July", -5.6240175061873385),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-5.110782242701195),
("Clean Mondayyear (latent)", -6.02707297457535),
("monthhour", -6.02707297457535),
-5.113191882421348),
("Clean Mondayyear (latent)", -6.029482614295503),
("monthhour", -6.029482614295503),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.621607866467185),
("hourmonth", -4.155270797673758),
("todayat <time-of-day>", -6.02707297457535),
("hhhmmyear (latent)", -4.774310006079982),
("from|since|after <time>December", -6.02707297457535),
-5.6240175061873385),
("hourmonth", -4.157680437393911),
("todayat <time-of-day>", -6.029482614295503),
("hhhmmyear (latent)", -4.776719645800135),
("from|since|after <time>December", -6.029482614295503),
("from|since|after <time><time-of-day> am|pm",
-6.02707297457535),
("<time-of-day> am|pmon <day>", -4.774310006079982),
("Mondayyear (latent)", -5.333925794015404),
("dayday", -4.640778613455459),
("mm/ddat <time-of-day>", -5.110782242701195),
("on <day>September", -5.333925794015404),
("time-of-day (latent)September", -5.621607866467185),
("hourhour", -5.621607866467185),
("time-of-day (latent)on <day>", -4.522995577799075),
-6.029482614295503),
("<time-of-day> am|pmon <day>", -4.776719645800135),
("Mondayyear (latent)", -5.336335433735558),
("dayday", -4.643188253175612),
("mm/ddat <time-of-day>", -5.113191882421348),
("on <day>September", -5.336335433735558),
("time-of-day (latent)September", -5.6240175061873385),
("hourhour", -5.6240175061873385),
("time-of-day (latent)on <day>", -4.5254052175192285),
("time-of-day (latent)<cycle> after|before <time>",
-5.621607866467185),
("dayyear", -3.0826339954089095),
("Thursdaymm/dd", -6.02707297457535),
("New Year's Dayyear (latent)", -5.110782242701195),
("time-of-day (latent)Sunday", -5.621607866467185),
("Thursdayfrom|since|after <time>", -4.3223248823369245),
("Thursdayat <time-of-day>", -4.417635062141249),
-5.6240175061873385),
("dayyear", -3.0850436351290624),
("Thursdaymm/dd", -6.029482614295503),
("New Year's Dayyear (latent)", -5.113191882421348),
("time-of-day (latent)Sunday", -5.6240175061873385),
("Thursdayfrom|since|after <time>", -4.324734522057078),
("Thursdayat <time-of-day>", -4.420044701861403),
("<integer> to|till|before <hour-of-day>September",
-6.02707297457535),
("Aprilyear (latent)", -6.02707297457535),
("the <day-of-month> (ordinal)July", -6.02707297457535),
("the <day-of-month> (number)July", -6.02707297457535),
("monthminute", -6.02707297457535),
("<time-of-day> am|pmtomorrow", -6.02707297457535),
("Thursdayhh:mm", -5.110782242701195),
("<day-of-month> (ordinal)Tuesday", -5.621607866467185),
("minutemonth", -3.887006811079079),
("time-of-day (latent)Friday", -5.621607866467185),
("minutehour", -6.02707297457535),
("Augustyear (latent)", -5.621607866467185),
("week-endin|during <named-month>|year", -6.02707297457535),
("time-of-day (latent)Tuesday", -5.621607866467185),
-6.029482614295503),
("Aprilyear (latent)", -6.029482614295503),
("the <day-of-month> (ordinal)July", -6.029482614295503),
("the <day-of-month> (number)July", -6.029482614295503),
("monthminute", -6.029482614295503),
("<time-of-day> am|pmtomorrow", -6.029482614295503),
("Thursdayhh:mm", -5.113191882421348),
("<day-of-month> (ordinal)Tuesday", -5.6240175061873385),
("minutemonth", -3.889416450799232),
("time-of-day (latent)Friday", -5.6240175061873385),
("minutehour", -6.029482614295503),
("Augustyear (latent)", -5.6240175061873385),
("week-endin|during <named-month>|year", -6.029482614295503),
("time-of-day (latent)Tuesday", -5.6240175061873385),
("mm/dd<time-of-day> - <time-of-day> (interval)",
-5.621607866467185),
-5.6240175061873385),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-6.02707297457535),
("Sundayyear (latent)", -5.110782242701195),
("Christmasat <time-of-day>", -6.02707297457535),
("from|since|after <time>year (latent)", -4.92846068590724),
("hhhmmon <day>", -5.110782242701195),
("yesterday<time-of-day> am|pm", -6.02707297457535),
("<day-of-month> (ordinal)July", -5.333925794015404),
-6.029482614295503),
("Sundayyear (latent)", -5.113191882421348),
("Christmasat <time-of-day>", -6.029482614295503),
("from|since|after <time>year (latent)", -4.930870325627393),
("hhhmmon <day>", -5.113191882421348),
("yesterday<time-of-day> am|pm", -6.029482614295503),
("<day-of-month> (ordinal)July", -5.336335433735558),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-6.02707297457535),
("mm/ddyear (latent)", -6.02707297457535),
-6.029482614295503),
("mm/ddyear (latent)", -6.029482614295503),
("Thursday<time-of-day> - <time-of-day> (interval)",
-6.02707297457535),
-6.029482614295503),
("in|during <named-month>|yearyear (latent)",
-6.02707297457535),
("at <time-of-day>intersect", -5.110782242701195),
("hh:mmyear (latent)", -4.640778613455459),
("Holiyear (latent)", -6.02707297457535),
("until <time><time-of-day> am|pm", -6.02707297457535),
-6.029482614295503),
("at <time-of-day>intersect", -5.113191882421348),
("hh:mmyear (latent)", -4.643188253175612),
("Holiyear (latent)", -6.029482614295503),
("until <time><time-of-day> am|pm", -6.029482614295503),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.621607866467185),
("dayminute", -3.164872093645881),
("yyyy-mm-ddhh:mm", -5.621607866467185),
("intersectfrom|since|after <time>", -5.621607866467185),
("intersectSeptember", -4.155270797673758),
("minuteday", -2.8700725534252363),
("absorption of , after named dayintersect", -6.02707297457535),
("intersectyear (latent)", -6.02707297457535),
("Februaryin|during the <part-of-day>", -6.02707297457535),
-5.6240175061873385),
("dayminute", -3.1672817333660346),
("yyyy-mm-ddhh:mm", -5.6240175061873385),
("intersectfrom|since|after <time>", -5.6240175061873385),
("intersectSeptember", -4.157680437393911),
("minuteday", -2.8724821931453897),
("absorption of , after named dayintersect",
-6.029482614295503),
("intersectyear (latent)", -6.029482614295503),
("Februaryin|during the <part-of-day>", -6.029482614295503),
("<duration> after|before|from|past <time>December",
-6.02707297457535),
("time-of-day (latent)July", -5.333925794015404),
("Saturdayyear (latent)", -6.02707297457535),
-6.029482614295503),
("time-of-day (latent)July", -5.336335433735558),
("Saturdayyear (latent)", -6.029482614295503),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-6.02707297457535),
("at <time-of-day>on <day>", -5.110782242701195),
-6.029482614295503),
("at <time-of-day>on <day>", -5.113191882421348),
("absorption of , after named daySeptember",
-4.774310006079982),
("Naraka Chaturdashiyear (latent)", -6.02707297457535),
("from|since|after <time>on <day>", -5.110782242701195),
("dayweek", -6.02707297457535),
("Easter Sundayyear (latent)", -5.621607866467185),
("Thursday<time-of-day> am|pm", -4.774310006079982),
("weekyear", -5.621607866467185),
("time-of-day (latent)Thursday", -5.621607866467185),
-4.776719645800135),
("Naraka Chaturdashiyear (latent)", -6.029482614295503),
("from|since|after <time>on <day>", -5.113191882421348),
("dayweek", -6.029482614295503),
("Easter Sundayyear (latent)", -5.6240175061873385),
("Thursday<time-of-day> am|pm", -4.776719645800135),
("weekyear", -5.6240175061873385),
("time-of-day (latent)Thursday", -5.6240175061873385),
("<named-month> <day-of-month> (non ordinal)until <time>",
-6.02707297457535),
("<day-of-month> (ordinal)April", -6.02707297457535),
-6.029482614295503),
("<day-of-month> (ordinal)April", -6.029482614295503),
("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-5.621607866467185),
-5.6240175061873385),
("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-5.333925794015404),
("Sundayfrom|since|after <time>", -6.02707297457535),
("absorption of , after named dayFebruary", -5.110782242701195),
-5.336335433735558),
("Sundayfrom|since|after <time>", -6.029482614295503),
("absorption of , after named dayFebruary", -5.113191882421348),
("time-of-day (latent)in|during the <part-of-day>",
-5.621607866467185),
-5.6240175061873385),
("July<integer> to|till|before <hour-of-day>",
-6.02707297457535),
("tomorrowat <time-of-day>", -6.02707297457535),
("daynograin", -5.621607866467185),
-6.029482614295503),
("tomorrowat <time-of-day>", -6.029482614295503),
("daynograin", -5.6240175061873385),
("<integer> to|till|before <hour-of-day>July",
-5.621607866467185),
("last <cycle> of <time>year (latent)", -5.621607866467185),
("tomorrow<time-of-day> am|pm", -6.02707297457535),
-5.6240175061873385),
("last <cycle> of <time>year (latent)", -5.6240175061873385),
("tomorrow<time-of-day> am|pm", -6.029482614295503),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-5.333925794015404),
("Diwaliyear (latent)", -5.621607866467185),
-5.336335433735558),
("Diwaliyear (latent)", -5.6240175061873385),
("<time-of-day> - <time-of-day> (interval)July",
-6.02707297457535),
("Fridayyear (latent)", -5.621607866467185),
("time-of-day (latent)April", -6.02707297457535),
("minuteyear", -3.82984839723913)],
-6.029482614295503),
("Fridayyear (latent)", -5.6240175061873385),
("time-of-day (latent)April", -6.029482614295503),
("minuteyear", -3.8322580369592836)],
n = 277}}),
("one eleven",
Classifier{okData =
@ -1550,15 +1562,16 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -0.16665544004955526,
unseen = -5.288267030694535,
ClassData{prior = -0.16507975035944858,
unseen = -5.298317366548036,
likelihoods =
HashMap.fromList
[("integer (numeric)", -3.0930300691358614e-2),
("intersect 2 numbers", -3.896909367618098)],
n = 193},
[("integer (numeric)", -3.0614635819606863e-2),
("intersect 2 numbers", -3.907010463604602)],
n = 195},
koData =
ClassData{prior = -1.873997567465027, unseen = -3.6888794541139363,
ClassData{prior = -1.8827312474337816,
unseen = -3.6888794541139363,
likelihoods =
HashMap.fromList
[("integer (numeric)", -1.5841201044498106),

View File

@ -83,10 +83,10 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.592360869030033, unseen = -6.025865973825314,
likelihoods = HashMap.fromList [("", 0.0)], n = 412},
ClassData{prior = -0.5901992113075029, unseen = -6.030685260261263,
likelihoods = HashMap.fromList [("", 0.0)], n = 414},
koData =
ClassData{prior = -0.8052417283991157, unseen = -5.814130531825066,
ClassData{prior = -0.8079226951523735, unseen = -5.814130531825066,
likelihoods = HashMap.fromList [("", 0.0)], n = 333}}),
("<year> (bc|ad)",
Classifier{okData =
@ -135,6 +135,13 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Karva Chauth",
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}}),
("<cycle> after|before <time>",
Classifier{okData =
ClassData{prior = -0.6931471805599453, unseen = -2.833213344056216,
@ -545,18 +552,18 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("in|during <named-month>|year",
Classifier{okData =
ClassData{prior = -0.24512245803298496,
unseen = -3.7612001156935624,
ClassData{prior = -0.2336148511815052,
unseen = -3.8066624897703196,
likelihoods =
HashMap.fromList
[("<year> (bc|ad)", -1.9459101490553135),
("October", -3.044522437723423),
("year (latent)", -1.3397743454849977),
("year", -0.9650808960435872), ("March", -2.639057329615259),
("month", -2.3513752571634776)],
n = 18},
[("<year> (bc|ad)", -1.9924301646902063),
("October", -3.0910424533583156),
("year (latent)", -1.2992829841302609),
("year", -0.9509762898620451), ("March", -2.6855773452501515),
("month", -2.3978952727983707)],
n = 19},
koData =
ClassData{prior = -1.5260563034950494, unseen = -2.833213344056216,
ClassData{prior = -1.5686159179138452, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("October", -1.6739764335716716),
@ -844,422 +851,418 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.4793561134569561, unseen = -7.046647277848756,
ClassData{prior = -0.4776275543563949, unseen = -7.051855622955894,
likelihoods =
HashMap.fromList
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[("Navaratriyear (latent)", -6.3578422665081),
("Karva Chauthyear (latent)", -6.3578422665081),
("<day-of-month> (ordinal)in|during the <part-of-day>",
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("Ramadanyear (latent)", -5.436338664445412),
-6.3578422665081),
("Ramadanyear (latent)", -5.441551534633945),
("<datetime> - <datetime> (interval)on <day>",
-4.966335035199676),
("Bhai Doojyear (latent)", -6.352629396319567),
("hourday", -4.337726375777302),
("dayhour", -3.408190417153126),
-4.971547905388209),
("Bhai Doojyear (latent)", -6.3578422665081),
("hourday", -4.342939245965835),
("dayhour", -3.413403287341659),
("<time-of-day> - <time-of-day> (interval)on <day>",
-4.966335035199676),
("Martin Luther King's Dayyear (latent)", -5.947164288211402),
("Shemini Atzeretyear (latent)", -6.352629396319567),
("daymonth", -4.337726375777302),
("monthday", -5.947164288211402),
("monthyear", -4.560869927091511),
("Yom Ha'atzmautyear (latent)", -6.352629396319567),
("Vijayadashamiyear (latent)", -6.352629396319567),
("Thai Pongalyear (latent)", -5.659482215759621),
("Thiru Onamyear (latent)", -5.659482215759621),
("hhhmmabsorption of , after named day", -6.352629396319567),
("Tuesdaythe <day-of-month> (ordinal)", -6.352629396319567),
-4.971547905388209),
("Martin Luther King's Dayyear (latent)", -5.952377158399935),
("Shemini Atzeretyear (latent)", -6.3578422665081),
("daymonth", -4.342939245965835),
("monthday", -5.952377158399935),
("monthyear", -4.566082797280044),
("Yom Ha'atzmautyear (latent)", -6.3578422665081),
("Vijayadashamiyear (latent)", -6.3578422665081),
("Thai Pongalyear (latent)", -5.664695085948154),
("Thiru Onamyear (latent)", -5.664695085948154),
("hhhmmabsorption of , after named day", -6.3578422665081),
("Tuesdaythe <day-of-month> (ordinal)", -6.3578422665081),
("from <datetime> - <datetime> (interval)July",
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("<day-of-month> (ordinal)Wednesday", -6.352629396319567),
("Krishna Janmashtamiyear (latent)", -5.947164288211402),
("Guru Gobind Singh Jayantiyear (latent)", -6.352629396319567),
("houryear", -5.436338664445412),
-5.441551534633945),
("<day-of-month> (ordinal)Wednesday", -6.3578422665081),
("Krishna Janmashtamiyear (latent)", -5.952377158399935),
("Guru Gobind Singh Jayantiyear (latent)", -6.3578422665081),
("houryear", -5.441551534633945),
("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-6.352629396319567),
("Christmas<time-of-day> am|pm", -6.352629396319567),
("last <day-of-week> of <time>year (latent)",
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-6.3578422665081),
("Christmas<time-of-day> am|pm", -6.3578422665081),
("last <day-of-week> of <time>year (latent)", -6.3578422665081),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
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("intersectin|during <named-month>|year", -6.352629396319567),
("<time-of-day> am|pmintersect", -5.099866427824199),
("Earth Houryear (latent)", -6.352629396319567),
("Octoberyear (latent)", -4.848551999543292),
("intersect<time-of-day> am|pm", -6.352629396319567),
("Mattu Pongalyear (latent)", -6.352629396319567),
("Shavuotyear (latent)", -6.352629396319567),
("Parsi New Yearyear (latent)", -5.436338664445412),
-5.664695085948154),
("intersectin|during <named-month>|year", -6.3578422665081),
("<time-of-day> am|pmintersect", -5.105079298012732),
("Earth Houryear (latent)", -6.3578422665081),
("Octoberyear (latent)", -4.853764869731825),
("intersect<time-of-day> am|pm", -6.3578422665081),
("Mattu Pongalyear (latent)", -6.3578422665081),
("Shavuotyear (latent)", -6.3578422665081),
("Parsi New Yearyear (latent)", -5.441551534633945),
("at <time-of-day>in|within|after <duration>",
-6.352629396319567),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.352629396319567),
("todayin|within|after <duration>", -6.352629396319567),
-6.3578422665081),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.3578422665081),
("todayin|within|after <duration>", -6.3578422665081),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
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("Marchyear (latent)", -6.352629396319567),
-5.952377158399935),
("Marchyear (latent)", -6.3578422665081),
("intersect by \",\", \"of\", \"from\", \"'s\"hhhmm",
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("Sukkotyear (latent)", -5.947164288211402),
("hhhmmintersect", -5.947164288211402),
-5.952377158399935),
("Sukkotyear (latent)", -5.952377158399935),
("hhhmmintersect", -5.952377158399935),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
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("Clean Mondayyear (latent)", -5.947164288211402),
("monthhour", -5.947164288211402),
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("Clean Mondayyear (latent)", -5.952377158399935),
("monthhour", -5.952377158399935),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.659482215759621),
("todayat <time-of-day>", -6.352629396319567),
("Thursday<time> timezone", -3.954734123521196),
("time-of-day (latent)tonight", -5.947164288211402),
("from|since|after <time>December", -6.352629396319567),
("<time-of-day> am|pmon <day>", -4.337726375777302),
("this <time>hh(:mm) - <time-of-day> am|pm",
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("yyyy-mm-ddhh:mm:ss", -5.947164288211402),
("dayday", -3.6445791952173563),
("<time> <part-of-day>at <time-of-day>", -6.352629396319567),
("tonightat <time-of-day>", -6.352629396319567),
-5.664695085948154),
("todayat <time-of-day>", -6.3578422665081),
("Thursday<time> timezone", -3.959946993709729),
("time-of-day (latent)tonight", -5.952377158399935),
("from|since|after <time>December", -6.3578422665081),
("<time-of-day> am|pmon <day>", -4.342939245965835),
("this <time>hh(:mm) - <time-of-day> am|pm", -6.3578422665081),
("yyyy-mm-ddhh:mm:ss", -5.952377158399935),
("dayday", -3.6497920654058897),
("<time> <part-of-day>at <time-of-day>", -6.3578422665081),
("tonightat <time-of-day>", -6.3578422665081),
("<time-of-day> am|pmabsorption of , after named day",
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("Dayananda Saraswati Jayantiyear (latent)",
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("today<time-of-day> am|pm", -6.352629396319567),
("Februarythe <day-of-month> (ordinal)", -5.947164288211402),
("at <time-of-day><time> <part-of-day>", -6.352629396319567),
("<day-of-month> (ordinal)intersect", -5.947164288211402),
("hourhour", -4.273187854639731),
("Navaratriin|during <named-month>|year", -6.352629396319567),
("Wednesdaythis|last|next <cycle>", -6.352629396319567),
("Lentyear (latent)", -6.352629396319567),
-5.664695085948154),
("Dayananda Saraswati Jayantiyear (latent)", -6.3578422665081),
("today<time-of-day> am|pm", -6.3578422665081),
("Februarythe <day-of-month> (ordinal)", -5.952377158399935),
("at <time-of-day><time> <part-of-day>", -6.3578422665081),
("<day-of-month> (ordinal)intersect", -5.952377158399935),
("hourhour", -4.278400724828264),
("Navaratriin|during <named-month>|year", -6.3578422665081),
("Wednesdaythis|last|next <cycle>", -6.3578422665081),
("Lentyear (latent)", -6.3578422665081),
("intersect<named-month> <day-of-month> (non ordinal)",
-4.480827219417975),
("Boghiyear (latent)", -6.352629396319567),
("dayyear", -1.970602761645685),
("Thursdayfrom|since|after <time>", -5.947164288211402),
-4.486040089606508),
("Boghiyear (latent)", -6.3578422665081),
("dayyear", -1.9633931118356607),
("Karva Chauthin|during <named-month>|year", -6.3578422665081),
("Thursdayfrom|since|after <time>", -5.952377158399935),
("<time-of-day> o'clockin|during the <part-of-day>",
-6.352629396319567),
("Thursdayat <time-of-day>", -5.659482215759621),
("Islamic New Yearyear (latent)", -5.947164288211402),
("Laylat al-Qadryear (latent)", -5.436338664445412),
("Shrove Tuesdayyear (latent)", -6.352629396319567),
-6.3578422665081),
("Thursdayat <time-of-day>", -5.664695085948154),
("Islamic New Yearyear (latent)", -5.952377158399935),
("Laylat al-Qadryear (latent)", -5.441551534633945),
("Shrove Tuesdayyear (latent)", -6.3578422665081),
("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-5.659482215759621),
("<time-of-day> am|pmtomorrow", -5.659482215759621),
("Yom Kippuryear (latent)", -6.352629396319567),
("<day-of-month> (ordinal)Tuesday", -5.947164288211402),
("<part-of-day> of <time>year (latent)", -6.352629396319567),
("minutehour", -5.099866427824199),
("Kaanum Pongalyear (latent)", -5.947164288211402),
("Maha Saptamiyear (latent)", -6.352629396319567),
-5.664695085948154),
("<time-of-day> am|pmtomorrow", -5.664695085948154),
("Yom Kippuryear (latent)", -6.3578422665081),
("<day-of-month> (ordinal)Tuesday", -5.952377158399935),
("<part-of-day> of <time>year (latent)", -6.3578422665081),
("minutehour", -5.105079298012732),
("Kaanum Pongalyear (latent)", -5.952377158399935),
("Maha Saptamiyear (latent)", -6.3578422665081),
("at <time-of-day>in|during the <part-of-day>",
-5.947164288211402),
("time-of-day (latent)tomorrow", -5.436338664445412),
("part of daysat <time-of-day>", -5.947164288211402),
-5.952377158399935),
("time-of-day (latent)tomorrow", -5.441551534633945),
("part of daysat <time-of-day>", -5.952377158399935),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-4.337726375777302),
("for <duration> from <time>December", -6.352629396319567),
("tomorrow<time-of-day> sharp|exactly", -6.352629396319567),
-4.342939245965835),
("for <duration> from <time>December", -6.3578422665081),
("tomorrow<time-of-day> sharp|exactly", -6.3578422665081),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.099866427824199),
-5.105079298012732),
("intersect by \",\", \"of\", \"from\" for yearhhhmm",
-5.099866427824199),
("time-of-day (latent)this <part-of-day>", -6.352629396319567),
("Pentecostyear (latent)", -6.352629396319567),
-5.105079298012732),
("time-of-day (latent)this <part-of-day>", -6.3578422665081),
("Pentecostyear (latent)", -6.3578422665081),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.099866427824199),
("<day-of-month> (ordinal)February", -6.352629396319567),
("Eid al-Fitryear (latent)", -5.436338664445412),
-5.105079298012732),
("<day-of-month> (ordinal)February", -6.3578422665081),
("Eid al-Fitryear (latent)", -5.441551534633945),
("Vasant Panchamiin|during <named-month>|year",
-6.352629396319567),
("Mondayin|during the <part-of-day>", -6.352629396319567),
("Chhathin|during <named-month>|year", -6.352629396319567),
("Diwaliin|during <named-month>|year", -6.352629396319567),
("Vaisakhiin|during <named-month>|year", -6.352629396319567),
("Guru Ravidass Jayantiyear (latent)", -5.099866427824199),
("Raksha Bandhanyear (latent)", -6.352629396319567),
("daysecond", -5.947164288211402),
-6.3578422665081),
("Mondayin|during the <part-of-day>", -6.3578422665081),
("Chhathin|during <named-month>|year", -6.3578422665081),
("Diwaliin|during <named-month>|year", -6.3578422665081),
("Vaisakhiin|during <named-month>|year", -6.3578422665081),
("Guru Ravidass Jayantiyear (latent)", -5.105079298012732),
("Raksha Bandhanyear (latent)", -6.3578422665081),
("daysecond", -5.952377158399935),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-5.947164288211402),
("Ashurayear (latent)", -6.352629396319567),
("Tuesdayin|during <named-month>|year", -6.352629396319567),
("Chinese New Yearyear (latent)", -6.352629396319567),
("tomorrowintersect", -6.352629396319567),
("Lag BaOmeryear (latent)", -6.352629396319567),
-5.952377158399935),
("Ashurayear (latent)", -6.3578422665081),
("Tuesdayin|during <named-month>|year", -6.3578422665081),
("Chinese New Yearyear (latent)", -6.3578422665081),
("tomorrowintersect", -6.3578422665081),
("Lag BaOmeryear (latent)", -6.3578422665081),
("last weekend of <named-month>year (latent)",
-6.352629396319567),
("Eid al-Adhayear (latent)", -4.212563232823296),
("intersectin|during the <part-of-day>", -6.352629396319567),
("Palm Sundayyear (latent)", -6.352629396319567),
("Christmasat <time-of-day>", -6.352629396319567),
("Passoveryear (latent)", -6.352629396319567),
("Lazarus Saturdayyear (latent)", -6.352629396319567),
-6.3578422665081),
("Eid al-Adhayear (latent)", -4.217776103011829),
("intersectin|during the <part-of-day>", -6.3578422665081),
("Palm Sundayyear (latent)", -6.3578422665081),
("Christmasat <time-of-day>", -6.3578422665081),
("Passoveryear (latent)", -6.3578422665081),
("Lazarus Saturdayyear (latent)", -6.3578422665081),
("<day-of-month> (ordinal or number) <named-month>year (latent)",
-6.352629396319567),
("hhhmmon <day>", -5.436338664445412),
("Yom HaShoahyear (latent)", -5.947164288211402),
-6.3578422665081),
("hhhmmon <day>", -5.441551534633945),
("Yom HaShoahyear (latent)", -5.952377158399935),
("Thursday<datetime> - <datetime> (interval)",
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-5.952377158399935),
("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
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("Septemberyear (latent)", -5.947164288211402),
-6.3578422665081),
("Septemberyear (latent)", -5.952377158399935),
("Thursday<time-of-day> - <time-of-day> (interval)",
-4.848551999543292),
("Halloweenyear (latent)", -6.352629396319567),
-4.853764869731825),
("Halloweenyear (latent)", -6.3578422665081),
("<ordinal> last <cycle> of <time>year (latent)",
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-5.952377158399935),
("from <time-of-day> - <time-of-day> (interval)on <day>",
-5.659482215759621),
-5.664695085948154),
("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
-6.352629396319567),
("at <time-of-day>intersect", -5.436338664445412),
("Rosh Hashanahyear (latent)", -5.659482215759621),
("Dhanterasyear (latent)", -6.352629396319567),
("Tu BiShvatyear (latent)", -6.352629396319567),
("<day-of-month> (ordinal)December", -5.659482215759621),
("Holiyear (latent)", -5.659482215759621),
-6.3578422665081),
("at <time-of-day>intersect", -5.441551534633945),
("Rosh Hashanahyear (latent)", -5.664695085948154),
("Dhanterasyear (latent)", -6.3578422665081),
("Tu BiShvatyear (latent)", -6.3578422665081),
("<day-of-month> (ordinal)December", -5.664695085948154),
("Holiyear (latent)", -5.664695085948154),
("<time-of-day> - <time-of-day> (interval)tomorrow",
-6.352629396319567),
("Holika Dahanyear (latent)", -5.659482215759621),
-6.3578422665081),
("Holika Dahanyear (latent)", -5.664695085948154),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.947164288211402),
("dayminute", -3.0384433916470406),
("Mawlidyear (latent)", -6.352629396319567),
-5.952377158399935),
("dayminute", -3.043656261835574),
("Mawlidyear (latent)", -6.3578422665081),
("from <datetime> - <datetime> (interval)on <day>",
-5.947164288211402),
-5.952377158399935),
("<datetime> - <datetime> (interval)tomorrow",
-6.352629396319567),
("Jumu'atul-Widayear (latent)", -5.436338664445412),
("minuteday", -2.6149597780361984),
-6.3578422665081),
("Jumu'atul-Widayear (latent)", -5.441551534633945),
("minuteday", -2.6201726482247314),
("absorption of , after named dayintersect",
-5.659482215759621),
("intersectyear (latent)", -6.352629396319567),
("Orthodox Easter Sundayyear (latent)", -6.352629396319567),
-5.664695085948154),
("intersectyear (latent)", -6.3578422665081),
("Orthodox Easter Sundayyear (latent)", -6.3578422665081),
("time-of-day (latent)in|within|after <duration>",
-6.352629396319567),
("<ordinal> <cycle> of <time>year (latent)",
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("intersecthhhmm", -5.947164288211402),
-6.3578422665081),
("<ordinal> <cycle> of <time>year (latent)", -6.3578422665081),
("intersecthhhmm", -5.952377158399935),
("the <day-of-month> (ordinal)in|during the <part-of-day>",
-6.352629396319567),
("Boss's Dayyear (latent)", -5.947164288211402),
-6.3578422665081),
("Boss's Dayyear (latent)", -5.952377158399935),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-6.352629396319567),
("Global Youth Service Dayyear (latent)", -6.352629396319567),
("Dhanterasin|during <named-month>|year", -6.352629396319567),
("Tisha B'Avyear (latent)", -6.352629396319567),
("Isra and Mi'rajyear (latent)", -5.436338664445412),
("at <time-of-day>on <day>", -4.743191483885466),
-6.3578422665081),
("Global Youth Service Dayyear (latent)", -6.3578422665081),
("Dhanterasin|during <named-month>|year", -6.3578422665081),
("Tisha B'Avyear (latent)", -6.3578422665081),
("Isra and Mi'rajyear (latent)", -5.441551534633945),
("at <time-of-day>on <day>", -4.748404354073999),
("at <time-of-day>absorption of , after named day",
-5.947164288211402),
-5.952377158399935),
("time-of-day (latent)<time> <part-of-day>",
-5.659482215759621),
("Christmasyear (latent)", -5.947164288211402),
("Naraka Chaturdashiyear (latent)", -5.947164288211402),
("Thai Pongalin|during <named-month>|year", -6.352629396319567),
("dayweek", -6.352629396319567),
("Easter Sundayyear (latent)", -5.659482215759621),
-5.664695085948154),
("Christmasyear (latent)", -5.952377158399935),
("Naraka Chaturdashiyear (latent)", -5.952377158399935),
("Thai Pongalin|during <named-month>|year", -6.3578422665081),
("dayweek", -6.3578422665081),
("Easter Sundayyear (latent)", -5.664695085948154),
("between <time-of-day> and <time-of-day> (interval)on <day>",
-5.947164288211402),
("weekyear", -5.254017107651457),
("King's Dayyear (latent)", -4.848551999543292),
("hh:mmin|during the <part-of-day>", -5.436338664445412),
-5.952377158399935),
("weekyear", -5.25922997783999),
("King's Dayyear (latent)", -4.853764869731825),
("hh:mmin|during the <part-of-day>", -5.441551534633945),
("<cycle> after|before <time><time-of-day> am|pm",
-5.947164288211402),
("Hanukkahyear (latent)", -5.659482215759621),
("February<time> <part-of-day>", -6.352629396319567),
-5.952377158399935),
("Hanukkahyear (latent)", -5.664695085948154),
("February<time> <part-of-day>", -6.3578422665081),
("time-of-day (latent)in|during the <part-of-day>",
-6.352629396319567),
("Great Lentyear (latent)", -6.352629396319567),
("tomorrowat <time-of-day>", -5.659482215759621),
("hhmm (latent)in|during the <part-of-day>",
-6.352629396319567),
("Vaisakhiyear (latent)", -5.659482215759621),
-6.3578422665081),
("Great Lentyear (latent)", -6.3578422665081),
("tomorrowat <time-of-day>", -5.664695085948154),
("hhmm (latent)in|during the <part-of-day>", -6.3578422665081),
("Vaisakhiyear (latent)", -5.664695085948154),
("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-5.659482215759621),
("last <cycle> of <time>year (latent)", -5.659482215759621),
("at <time-of-day>tomorrow", -5.947164288211402),
("tomorrow<time-of-day> am|pm", -6.352629396319567),
-5.664695085948154),
("last <cycle> of <time>year (latent)", -5.664695085948154),
("at <time-of-day>tomorrow", -5.952377158399935),
("tomorrow<time-of-day> am|pm", -6.3578422665081),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-6.352629396319567),
("Diwaliyear (latent)", -6.352629396319567),
("between <time> and <time>on <day>", -5.947164288211402),
("Black Fridayyear (latent)", -5.947164288211402),
-6.3578422665081),
("Diwaliyear (latent)", -6.3578422665081),
("between <time> and <time>on <day>", -5.952377158399935),
("Black Fridayyear (latent)", -5.952377158399935),
("the <ordinal> last <cycle> of <time>year (latent)",
-6.352629396319567),
-6.3578422665081),
("in|during the <part-of-day>at <time-of-day>",
-6.352629396319567),
("Chhathyear (latent)", -5.947164288211402),
("Vasant Panchamiyear (latent)", -6.352629396319567),
("Rabindra Jayantiyear (latent)", -5.099866427824199),
("St Patrick's Dayyear (latent)", -6.352629396319567),
("Thursday<time> (timezone)", -6.352629396319567),
-6.3578422665081),
("Chhathyear (latent)", -5.952377158399935),
("Vasant Panchamiyear (latent)", -6.3578422665081),
("Rabindra Jayantiyear (latent)", -5.105079298012732),
("St Patrick's Dayyear (latent)", -6.3578422665081),
("Thursday<time> (timezone)", -6.3578422665081),
("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-6.352629396319567),
("<datetime> - <datetime> (interval)July", -5.947164288211402),
-6.3578422665081),
("<datetime> - <datetime> (interval)July", -5.952377158399935),
("on <day><named-month> <day-of-month> (non ordinal)",
-5.659482215759621),
("Februaryintersect", -6.352629396319567),
("Simchat Torahyear (latent)", -6.352629396319567),
("minuteyear", -6.352629396319567)],
n = 439},
-5.664695085948154),
("Februaryintersect", -6.3578422665081),
("Simchat Torahyear (latent)", -6.3578422665081),
("minuteyear", -6.3578422665081)],
n = 441},
koData =
ClassData{prior = -0.9654335675337526, unseen = -6.698268054115413,
ClassData{prior = -0.968250470804866, unseen = -6.70073110954781,
likelihoods =
HashMap.fromList
[("Thursdayhhhmm", -4.499809670330265),
("hourday", -3.6059917943081685),
[("Thursdayhhhmm", -4.502275762825459),
("hourday", -3.608457886803362),
("<hour-of-day> <integer><time-of-day> am|pm",
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("<day-of-month> (ordinal)August", -6.003887067106539),
("dayhour", -3.4389377096450024),
("<time> timezoneyear (latent)", -5.310739886546594),
-6.0063531596017325),
("<day-of-month> (ordinal)August", -6.0063531596017325),
("dayhour", -3.441403802140196),
("<time> timezoneyear (latent)", -5.313205979041787),
("<time-of-day> - <time-of-day> (interval)on <day>",
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("Tuesdayfrom|since|after <time>", -5.310739886546594),
("daymonth", -3.3297384176800104),
("monthyear", -4.751124098611172),
("<time-of-day> am|pmyear (latent)", -5.310739886546594),
("Thai Pongalyear (latent)", -5.310739886546594),
("intersecthh:mm", -6.003887067106539),
-5.090062427727577),
("Tuesdayfrom|since|after <time>", -5.313205979041787),
("daymonth", -3.332204510175204),
("monthyear", -4.7535901911063645),
("<time-of-day> am|pmyear (latent)", -5.313205979041787),
("Thai Pongalyear (latent)", -5.313205979041787),
("intersecthh:mm", -6.0063531596017325),
("from <datetime> - <datetime> (interval)July",
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("<day-of-month> (ordinal)Wednesday", -6.003887067106539),
("houryear", -4.617592705986649),
-5.600888051493568),
("<day-of-month> (ordinal)Wednesday", -6.0063531596017325),
("houryear", -4.620058798481842),
("from <time-of-day> - <time-of-day> (interval)July",
-6.003887067106539),
("<day-of-month> (ordinal)October", -6.003887067106539),
-6.0063531596017325),
("<day-of-month> (ordinal)October", -6.0063531596017325),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.310739886546594),
("hournograin", -4.751124098611172),
("<time-of-day> am|pmintersect", -4.751124098611172),
("Octoberyear (latent)", -6.003887067106539),
-5.313205979041787),
("hournograin", -4.7535901911063645),
("<time-of-day> am|pmintersect", -4.7535901911063645),
("Octoberyear (latent)", -6.0063531596017325),
("time-of-day (latent)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.598421958998375),
("until <time>on <day>", -5.310739886546594),
("time-of-day (latent)intersect", -5.310739886546594),
("todayin <number> (implicit minutes)", -6.003887067106539),
-5.600888051493568),
("until <time>on <day>", -5.313205979041787),
("time-of-day (latent)intersect", -5.313205979041787),
("todayin <number> (implicit minutes)", -6.0063531596017325),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
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-5.313205979041787),
("about|exactly <time-of-day>year (latent)",
-6.003887067106539),
("hh:mmon <day>", -4.751124098611172),
("hhhmmintersect", -5.598421958998375),
("absorption of , after named dayJuly", -5.0875963352323845),
("from|since|after <time>July", -5.598421958998375),
-6.0063531596017325),
("hh:mmon <day>", -4.7535901911063645),
("hhhmmintersect", -5.600888051493568),
("absorption of , after named dayJuly", -5.090062427727577),
("from|since|after <time>July", -5.600888051493568),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-5.0875963352323845),
("Clean Mondayyear (latent)", -6.003887067106539),
("monthhour", -6.003887067106539),
-5.090062427727577),
("Clean Mondayyear (latent)", -6.0063531596017325),
("monthhour", -6.0063531596017325),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.598421958998375),
("hourmonth", -4.132084890204948),
("todayat <time-of-day>", -6.003887067106539),
("hhhmmyear (latent)", -4.751124098611172),
("from|since|after <time>December", -6.003887067106539),
-5.600888051493568),
("hourmonth", -4.134550982700141),
("todayat <time-of-day>", -6.0063531596017325),
("hhhmmyear (latent)", -4.7535901911063645),
("from|since|after <time>December", -6.0063531596017325),
("from|since|after <time><time-of-day> am|pm",
-6.003887067106539),
("<time-of-day> am|pmon <day>", -4.751124098611172),
("Mondayyear (latent)", -5.310739886546594),
("dayday", -4.617592705986649),
("on <day>September", -5.310739886546594),
("time-of-day (latent)September", -5.598421958998375),
("hourhour", -5.598421958998375),
("time-of-day (latent)on <day>", -4.499809670330265),
-6.0063531596017325),
("<time-of-day> am|pmon <day>", -4.7535901911063645),
("Mondayyear (latent)", -5.313205979041787),
("dayday", -4.620058798481842),
("on <day>September", -5.313205979041787),
("time-of-day (latent)September", -5.600888051493568),
("hourhour", -5.600888051493568),
("time-of-day (latent)on <day>", -4.502275762825459),
("time-of-day (latent)<cycle> after|before <time>",
-5.598421958998375),
("dayyear", -3.0861163350222602),
("Thursdaymm/dd", -6.003887067106539),
("New Year's Dayyear (latent)", -5.0875963352323845),
("time-of-day (latent)Sunday", -5.598421958998375),
("Thursdayfrom|since|after <time>", -4.2991389748681135),
("Thursdayat <time-of-day>", -4.394449154672439),
-5.600888051493568),
("dayyear", -3.0885824275174536),
("Thursdaymm/dd", -6.0063531596017325),
("New Year's Dayyear (latent)", -5.090062427727577),
("time-of-day (latent)Sunday", -5.600888051493568),
("Thursdayfrom|since|after <time>", -4.301605067363307),
("Thursdayat <time-of-day>", -4.396915247167632),
("<integer> to|till|before <hour-of-day>September",
-6.003887067106539),
("Aprilyear (latent)", -6.003887067106539),
("the <day-of-month> (ordinal)July", -6.003887067106539),
("the <day-of-month> (number)July", -6.003887067106539),
("monthminute", -6.003887067106539),
("<time-of-day> am|pmtomorrow", -6.003887067106539),
("Thursdayhh:mm", -5.0875963352323845),
("<day-of-month> (ordinal)Tuesday", -5.598421958998375),
("minutemonth", -3.8638209036102684),
("time-of-day (latent)Friday", -5.598421958998375),
("minutehour", -6.003887067106539),
("Augustyear (latent)", -5.598421958998375),
("week-endin|during <named-month>|year", -6.003887067106539),
("time-of-day (latent)Tuesday", -5.598421958998375),
-6.0063531596017325),
("Aprilyear (latent)", -6.0063531596017325),
("the <day-of-month> (ordinal)July", -6.0063531596017325),
("the <day-of-month> (number)July", -6.0063531596017325),
("monthminute", -6.0063531596017325),
("<time-of-day> am|pmtomorrow", -6.0063531596017325),
("Thursdayhh:mm", -5.090062427727577),
("<day-of-month> (ordinal)Tuesday", -5.600888051493568),
("minutemonth", -3.866286996105462),
("time-of-day (latent)Friday", -5.600888051493568),
("minutehour", -6.0063531596017325),
("Augustyear (latent)", -5.600888051493568),
("week-endin|during <named-month>|year", -6.0063531596017325),
("time-of-day (latent)Tuesday", -5.600888051493568),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-6.003887067106539),
("Sundayyear (latent)", -5.0875963352323845),
("Christmasat <time-of-day>", -6.003887067106539),
("from|since|after <time>year (latent)", -4.90527477843843),
("hhhmmon <day>", -5.0875963352323845),
("yesterday<time-of-day> am|pm", -6.003887067106539),
("<day-of-month> (ordinal)July", -5.310739886546594),
-6.0063531596017325),
("Sundayyear (latent)", -5.090062427727577),
("Christmasat <time-of-day>", -6.0063531596017325),
("from|since|after <time>year (latent)", -4.907740870933623),
("hhhmmon <day>", -5.090062427727577),
("yesterday<time-of-day> am|pm", -6.0063531596017325),
("<day-of-month> (ordinal)July", -5.313205979041787),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-6.003887067106539),
-6.0063531596017325),
("Thursday<time-of-day> - <time-of-day> (interval)",
-6.003887067106539),
-6.0063531596017325),
("in|during <named-month>|yearyear (latent)",
-6.003887067106539),
("at <time-of-day>intersect", -5.0875963352323845),
("hh:mmyear (latent)", -4.617592705986649),
("Holiyear (latent)", -6.003887067106539),
("until <time><time-of-day> am|pm", -6.003887067106539),
-6.0063531596017325),
("at <time-of-day>intersect", -5.090062427727577),
("hh:mmyear (latent)", -4.620058798481842),
("Holiyear (latent)", -6.0063531596017325),
("until <time><time-of-day> am|pm", -6.0063531596017325),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.598421958998375),
("dayminute", -3.170673723050323),
("yyyy-mm-ddhh:mm", -5.598421958998375),
("intersectfrom|since|after <time>", -5.598421958998375),
("intersectSeptember", -4.132084890204948),
("minuteday", -2.8468866459564257),
-5.600888051493568),
("dayminute", -3.173139815545517),
("yyyy-mm-ddhh:mm", -5.600888051493568),
("intersectfrom|since|after <time>", -5.600888051493568),
("intersectSeptember", -4.134550982700141),
("minuteday", -2.8493527384516195),
("absorption of , after named dayintersect",
-6.003887067106539),
("intersectyear (latent)", -6.003887067106539),
("Februaryin|during the <part-of-day>", -6.003887067106539),
-6.0063531596017325),
("intersectyear (latent)", -6.0063531596017325),
("Februaryin|during the <part-of-day>", -6.0063531596017325),
("<duration> after|before|from|past <time>December",
-6.003887067106539),
("time-of-day (latent)July", -5.310739886546594),
("Saturdayyear (latent)", -6.003887067106539),
-6.0063531596017325),
("time-of-day (latent)July", -5.313205979041787),
("Saturdayyear (latent)", -6.0063531596017325),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-6.003887067106539),
("at <time-of-day>on <day>", -5.0875963352323845),
-6.0063531596017325),
("at <time-of-day>on <day>", -5.090062427727577),
("absorption of , after named daySeptember",
-4.751124098611172),
("Naraka Chaturdashiyear (latent)", -6.003887067106539),
("from|since|after <time>on <day>", -5.0875963352323845),
("dayweek", -6.003887067106539),
("Easter Sundayyear (latent)", -5.598421958998375),
("Thursday<time-of-day> am|pm", -4.751124098611172),
("weekyear", -5.598421958998375),
("time-of-day (latent)Thursday", -5.598421958998375),
-4.7535901911063645),
("Naraka Chaturdashiyear (latent)", -6.0063531596017325),
("from|since|after <time>on <day>", -5.090062427727577),
("dayweek", -6.0063531596017325),
("Easter Sundayyear (latent)", -5.600888051493568),
("Thursday<time-of-day> am|pm", -4.7535901911063645),
("weekyear", -5.600888051493568),
("time-of-day (latent)Thursday", -5.600888051493568),
("<named-month> <day-of-month> (non ordinal)until <time>",
-6.003887067106539),
("<day-of-month> (ordinal)April", -6.003887067106539),
-6.0063531596017325),
("<day-of-month> (ordinal)April", -6.0063531596017325),
("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-5.598421958998375),
-5.600888051493568),
("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-5.310739886546594),
("Sundayfrom|since|after <time>", -6.003887067106539),
("absorption of , after named dayFebruary",
-5.0875963352323845),
-5.313205979041787),
("Sundayfrom|since|after <time>", -6.0063531596017325),
("absorption of , after named dayFebruary", -5.090062427727577),
("time-of-day (latent)in|during the <part-of-day>",
-5.598421958998375),
-5.600888051493568),
("July<integer> to|till|before <hour-of-day>",
-6.003887067106539),
("tomorrowat <time-of-day>", -6.003887067106539),
("daynograin", -5.598421958998375),
-6.0063531596017325),
("tomorrowat <time-of-day>", -6.0063531596017325),
("daynograin", -5.600888051493568),
("<integer> to|till|before <hour-of-day>July",
-5.598421958998375),
("last <cycle> of <time>year (latent)", -5.598421958998375),
("tomorrow<time-of-day> am|pm", -6.003887067106539),
-5.600888051493568),
("last <cycle> of <time>year (latent)", -5.600888051493568),
("tomorrow<time-of-day> am|pm", -6.0063531596017325),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-5.310739886546594),
("Diwaliyear (latent)", -5.598421958998375),
-5.313205979041787),
("Diwaliyear (latent)", -5.600888051493568),
("<time-of-day> - <time-of-day> (interval)July",
-6.003887067106539),
("Fridayyear (latent)", -5.598421958998375),
("time-of-day (latent)April", -6.003887067106539),
("minuteyear", -3.8066624897703196)],
-6.0063531596017325),
("Fridayyear (latent)", -5.600888051493568),
("time-of-day (latent)April", -6.0063531596017325),
("minuteyear", -3.8091285822655134)],
n = 270}}),
("one eleven",
Classifier{okData =
@ -1535,15 +1538,15 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -0.1670540846631662,
unseen = -5.2574953720277815,
ClassData{prior = -0.16542475640047638,
unseen = -5.267858159063328,
likelihoods =
HashMap.fromList
[("integer (numeric)", -3.1917602968305085e-2),
("intersect 2 numbers", -3.865979066926739)],
n = 187},
[("integer (numeric)", -3.158157205029893e-2),
("intersect 2 numbers", -3.876395827784995)],
n = 189},
koData =
ClassData{prior = -1.8718021769015913,
ClassData{prior = -1.8808112468439573,
unseen = -3.6635616461296463,
likelihoods =
HashMap.fromList

View File

@ -1944,4 +1944,4 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}})]
likelihoods = HashMap.fromList [], n = 0}})]

View File

@ -6,12 +6,11 @@
module Duckling.Time.Computed
( chanukah, chineseNewYear, dhanteras, easterSunday, eidalAdha, eidalFitr
, globalYouthServiceDay, guruGobindSinghJayanti, krishnaJanmashtami, lagBaOmer
, mawlid, muharram, navaratri, orthodoxEaster, passover, rajab, rakshaBandhan
, ramadan, roshHashana, thaiPongal, thiruOnam, tishaBAv, tuBishvat
, vasantPanchami, vesak, yomHaatzmaut, vaisakhi, purim, saraswatiJayanti
, rabindraJayanti, ravidassJayanti
, globalYouthServiceDay, guruGobindSinghJayanti, karvaChauth
, krishnaJanmashtami, lagBaOmer, mawlid, muharram, navaratri, orthodoxEaster
, passover, rajab, rakshaBandhan, ramadan, roshHashana, thaiPongal, thiruOnam
, tishaBAv, tuBishvat, vasantPanchami, vesak, yomHaatzmaut, vaisakhi, purim
, saraswatiJayanti, rabindraJayanti, ravidassJayanti
) where
import Data.Maybe
@ -1760,6 +1759,44 @@ guruGobindSinghJayanti' = mapMaybe toTimeObjectM
, (2030, 1, 10)
]
karvaChauth :: TimeData
karvaChauth = computedDays karvaChauth'
karvaChauth' :: [TimeObject]
karvaChauth' = mapMaybe toTimeObjectM
[ (2000, 10, 16)
, (2001, 10, 4)
, (2002, 10, 24)
, (2003, 10, 13)
, (2004, 10, 31)
, (2005, 10, 20)
, (2006, 10, 9)
, (2007, 10, 28)
, (2008, 10, 17)
, (2009, 10, 7)
, (2010, 10, 26)
, (2011, 10, 15)
, (2012, 10, 2)
, (2013, 10, 22)
, (2014, 10, 11)
, (2015, 10, 30)
, (2016, 10, 18)
, (2017, 10, 8)
, (2018, 10, 27)
, (2019, 10, 17)
, (2020, 10, 3)
, (2021, 10, 23)
, (2022, 10, 12)
, (2023, 10, 31)
, (2024, 10, 20)
, (2025, 10, 9)
, (2026, 10, 28)
, (2027, 10, 18)
, (2028, 10, 6)
, (2029, 10, 25)
, (2030, 10, 14)
]
krishnaJanmashtami :: TimeData
krishnaJanmashtami = computedDays krishnaJanmashtami'

View File

@ -1606,6 +1606,10 @@ allExamples = concat
[ "navaratri 2018"
, "durga puja in 2018"
]
, examples (datetimeHoliday (2018, 10, 27, 0, 0, 0) Day "Karva Chauth")
[ "karva chauth 2018"
, "karva chauth in 2018"
]
, examples (datetimeHoliday (2018, 8, 26, 0, 0, 0) Day "Raksha Bandhan")
[ "rakhi 2018"
]

View File

@ -1823,6 +1823,7 @@ ruleComputedHolidays = mkRuleHolidays
, ( "Purim", "purim", purim )
, ( "Raksha Bandhan", "raksha(\\s+)?bandhan|rakhi", rakshaBandhan )
, ( "Dayananda Saraswati Jayanti","((maharishi|swami) )?(dayananda )?saraswati jayanti", saraswatiJayanti )
, ( "Karva Chauth", "karva\\s+chauth|karaka\\s+chaturthi", karvaChauth)
, ( "Krishna Janmashtami", "(krishna )?janmashtami|gokulashtami", krishnaJanmashtami )
, ( "Shemini Atzeret", "shemini\\s+atzeret"
, cycleNthAfter False TG.Day 21 roshHashana )