added support for Vaisakhi 2000-2030

Summary: Added support for Vaisakhi holiday

Reviewed By: chinmay87

Differential Revision: D9275656

fbshipit-source-id: 21744a93c191837e990ddd381ea46eb7f85b86cf
This commit is contained in:
Daniel Sainati 2018-08-10 15:06:21 -07:00 committed by Facebook Github Bot
parent b541354c31
commit 3de16f3fae
16 changed files with 3787 additions and 3600 deletions

View File

@ -75,10 +75,10 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.6000158334285309, unseen = -5.703782474656201,
likelihoods = HashMap.fromList [("", 0.0)], n = 298},
ClassData{prior = -0.5940217850471116, unseen = -5.717027701406222,
likelihoods = HashMap.fromList [("", 0.0)], n = 302},
koData =
ClassData{prior = -0.7958511093892084,
ClassData{prior = -0.8031905918772542,
unseen = -5.5093883366279774,
likelihoods = HashMap.fromList [("", 0.0)], n = 245}}),
("<year> (bc|ad)",
@ -529,17 +529,18 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("in|during <named-month>|year",
Classifier{okData =
ClassData{prior = -0.2578291093020998, unseen = -3.713572066704308,
ClassData{prior = -0.24512245803298496,
unseen = -3.7612001156935624,
likelihoods =
HashMap.fromList
[("<year> (bc|ad)", -1.8971199848858813),
("October", -2.995732273553991),
("year (latent)", -1.3862943611198906),
("year", -0.9808292530117262), ("March", -2.5902671654458267),
("month", -2.3025850929940455)],
n = 17},
[("<year> (bc|ad)", -1.9459101490553135),
("October", -3.044522437723423),
("year (latent)", -1.3397743454849977),
("year", -0.9650808960435872), ("March", -2.639057329615259),
("month", -2.3513752571634776)],
n = 18},
koData =
ClassData{prior = -1.4816045409242156, unseen = -2.833213344056216,
ClassData{prior = -1.5260563034950494, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("October", -1.6739764335716716),
@ -813,337 +814,341 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.4744579795951158, unseen = -6.715383386334681,
ClassData{prior = -0.46960290794203635,
unseen = -6.727431724850855,
likelihoods =
HashMap.fromList
[("Navaratriyear (latent)", -6.021023349349527),
("Ramadanyear (latent)", -6.021023349349527),
[("Navaratriyear (latent)", -6.0330862217988015),
("Ramadanyear (latent)", -6.0330862217988015),
("<datetime> - <datetime> (interval)on <date>",
-4.768260380854159),
("Bhai Doojyear (latent)", -6.021023349349527),
-4.780323253303433),
("Bhai Doojyear (latent)", -6.0330862217988015),
("<time-of-day> - <time-of-day> (interval)on <date>",
-4.768260380854159),
("hourday", -4.316275257111101),
("dayhour", -3.158822468420058),
("Martin Luther King's Dayyear (latent)", -5.615558241241362),
("Shemini Atzeretyear (latent)", -6.021023349349527),
("daymonth", -5.1047326174753715),
("monthday", -5.615558241241362),
("monthyear", -4.229263880121471),
("Yom Ha'atzmautyear (latent)", -6.021023349349527),
("Vijayadashamiyear (latent)", -6.021023349349527),
("Thai Pongalyear (latent)", -5.327876168789581),
("Thiru Onamyear (latent)", -5.327876168789581),
("Tuesdaythe <day-of-month> (ordinal)", -6.021023349349527),
-4.780323253303433),
("hourday", -4.328338129560376),
("dayhour", -3.170885340869333),
("Martin Luther King's Dayyear (latent)", -5.627621113690637),
("Shemini Atzeretyear (latent)", -6.0330862217988015),
("daymonth", -5.116795489924646),
("monthday", -5.627621113690637),
("monthyear", -4.241326752570746),
("Yom Ha'atzmautyear (latent)", -6.0330862217988015),
("Vijayadashamiyear (latent)", -6.0330862217988015),
("Thai Pongalyear (latent)", -5.339939041238856),
("Thiru Onamyear (latent)", -5.339939041238856),
("Tuesdaythe <day-of-month> (ordinal)", -6.0330862217988015),
("from <datetime> - <datetime> (interval)July",
-6.021023349349527),
("houryear", -5.327876168789581),
-6.0330862217988015),
("houryear", -5.339939041238856),
("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-6.021023349349527),
("Christmas<time-of-day> am|pm", -6.021023349349527),
-6.0330862217988015),
("Christmas<time-of-day> am|pm", -6.0330862217988015),
("last <day-of-week> of <time>year (latent)",
-6.021023349349527),
-6.0330862217988015),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.327876168789581),
("<time-of-day> am|pmintersect", -4.768260380854159),
("Earth Houryear (latent)", -6.021023349349527),
("Octoberyear (latent)", -4.516945952573252),
("intersect<time-of-day> am|pm", -6.021023349349527),
("Mattu Pongalyear (latent)", -6.021023349349527),
("Shavuotyear (latent)", -6.021023349349527),
-5.339939041238856),
("<time-of-day> am|pmintersect", -4.780323253303433),
("Earth Houryear (latent)", -6.0330862217988015),
("Octoberyear (latent)", -4.529008825022527),
("intersect<time-of-day> am|pm", -6.0330862217988015),
("Mattu Pongalyear (latent)", -6.0330862217988015),
("Shavuotyear (latent)", -6.0330862217988015),
("at <time-of-day>in|within|after <duration>",
-6.021023349349527),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.021023349349527),
-6.0330862217988015),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.0330862217988015),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.615558241241362),
("Marchyear (latent)", -6.021023349349527),
("Sukkotyear (latent)", -5.615558241241362),
-5.627621113690637),
("Marchyear (latent)", -6.0330862217988015),
("Sukkotyear (latent)", -5.627621113690637),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-6.021023349349527),
("Clean Mondayyear (latent)", -5.615558241241362),
("monthhour", -5.615558241241362),
("todayat <time-of-day>", -6.021023349349527),
("Thursday<time> timezone", -4.075113200294213),
("from|since|after <time>December", -6.021023349349527),
-6.0330862217988015),
("Clean Mondayyear (latent)", -5.627621113690637),
("monthhour", -5.627621113690637),
("todayat <time-of-day>", -6.0330862217988015),
("Thursday<time> timezone", -4.087176072743488),
("from|since|after <time>December", -6.0330862217988015),
("this <time>hh(:mm) - <time-of-day> am|pm",
-6.021023349349527),
("yyyy-mm-ddhh:mm:ss", -5.615558241241362),
("dayday", -4.0061203288072615),
("<time> <part-of-day>at <time-of-day>", -6.021023349349527),
("tonightat <time-of-day>", -6.021023349349527),
-6.0330862217988015),
("yyyy-mm-ddhh:mm:ss", -5.627621113690637),
("dayday", -4.018183201256536),
("<time> <part-of-day>at <time-of-day>", -6.0330862217988015),
("tonightat <time-of-day>", -6.0330862217988015),
("<time-of-day> am|pmabsorption of , after named day",
-5.327876168789581),
("today<time-of-day> am|pm", -6.021023349349527),
("Februarythe <day-of-month> (ordinal)", -5.615558241241362),
("at <time-of-day><time> <part-of-day>", -6.021023349349527),
("hourhour", -4.768260380854159),
("<time-of-day> am|pmon <date>", -4.0061203288072615),
("Navaratriin|during <named-month>|year", -6.021023349349527),
("Wednesdaythis|last|next <cycle>", -6.021023349349527),
("Lentyear (latent)", -6.021023349349527),
-5.339939041238856),
("today<time-of-day> am|pm", -6.0330862217988015),
("Februarythe <day-of-month> (ordinal)", -5.627621113690637),
("at <time-of-day><time> <part-of-day>", -6.0330862217988015),
("hourhour", -4.780323253303433),
("<time-of-day> am|pmon <date>", -4.018183201256536),
("Navaratriin|during <named-month>|year", -6.0330862217988015),
("Wednesdaythis|last|next <cycle>", -6.0330862217988015),
("Lentyear (latent)", -6.0330862217988015),
("intersect<named-month> <day-of-month> (non ordinal)",
-4.516945952573252),
("Boghiyear (latent)", -6.021023349349527),
("dayyear", -2.0413416954475654),
("Thursdayfrom|since|after <time>", -5.615558241241362),
-4.529008825022527),
("Boghiyear (latent)", -6.0330862217988015),
("dayyear", -2.0167032010464125),
("Thursdayfrom|since|after <time>", -5.627621113690637),
("<time-of-day> o'clockin|during the <part-of-day>",
-6.021023349349527),
("Thursdayat <time-of-day>", -5.327876168789581),
("Islamic New Yearyear (latent)", -5.615558241241362),
("Laylat al-Qadryear (latent)", -5.1047326174753715),
("Shrove Tuesdayyear (latent)", -6.021023349349527),
-6.0330862217988015),
("Thursdayat <time-of-day>", -5.339939041238856),
("Islamic New Yearyear (latent)", -5.627621113690637),
("Laylat al-Qadryear (latent)", -5.116795489924646),
("Shrove Tuesdayyear (latent)", -6.0330862217988015),
("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-5.327876168789581),
("<time-of-day> am|pmtomorrow", -5.327876168789581),
("Yom Kippuryear (latent)", -6.021023349349527),
("<part-of-day> of <time>year (latent)", -6.021023349349527),
("minutehour", -5.1047326174753715),
("Kaanum Pongalyear (latent)", -5.615558241241362),
("Maha Saptamiyear (latent)", -6.021023349349527),
-5.339939041238856),
("<time-of-day> am|pmtomorrow", -5.339939041238856),
("Yom Kippuryear (latent)", -6.0330862217988015),
("<part-of-day> of <time>year (latent)", -6.0330862217988015),
("minutehour", -5.116795489924646),
("Kaanum Pongalyear (latent)", -5.627621113690637),
("Maha Saptamiyear (latent)", -6.0330862217988015),
("at <time-of-day>in|during the <part-of-day>",
-5.615558241241362),
-5.627621113690637),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-4.316275257111101),
("for <duration> from <time>December", -6.021023349349527),
("tomorrow<time-of-day> sharp|exactly", -6.021023349349527),
-4.328338129560376),
("for <duration> from <time>December", -6.0330862217988015),
("tomorrow<time-of-day> sharp|exactly", -6.0330862217988015),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.1047326174753715),
-5.116795489924646),
("on <date><named-month> <day-of-month> (non ordinal)",
-5.615558241241362),
("Pentecostyear (latent)", -6.021023349349527),
-5.627621113690637),
("Pentecostyear (latent)", -6.0330862217988015),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.1047326174753715),
("Eid al-Fitryear (latent)", -6.021023349349527),
-5.116795489924646),
("Eid al-Fitryear (latent)", -6.0330862217988015),
("Vasant Panchamiin|during <named-month>|year",
-6.021023349349527),
("Mondayin|during the <part-of-day>", -6.021023349349527),
("Chhathin|during <named-month>|year", -6.021023349349527),
("Diwaliin|during <named-month>|year", -6.021023349349527),
("Raksha Bandhanyear (latent)", -6.021023349349527),
("daysecond", -5.615558241241362),
-6.0330862217988015),
("Mondayin|during the <part-of-day>", -6.0330862217988015),
("Chhathin|during <named-month>|year", -6.0330862217988015),
("Diwaliin|during <named-month>|year", -6.0330862217988015),
("Vaisakhiin|during <named-month>|year", -6.0330862217988015),
("Raksha Bandhanyear (latent)", -6.0330862217988015),
("daysecond", -5.627621113690637),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-5.615558241241362),
("Ashurayear (latent)", -6.021023349349527),
("Tuesdayin|during <named-month>|year", -6.021023349349527),
("Chinese New Yearyear (latent)", -6.021023349349527),
("Lag BaOmeryear (latent)", -6.021023349349527),
-5.627621113690637),
("Ashurayear (latent)", -6.0330862217988015),
("Tuesdayin|during <named-month>|year", -6.0330862217988015),
("Chinese New Yearyear (latent)", -6.0330862217988015),
("Lag BaOmeryear (latent)", -6.0330862217988015),
("last weekend of <named-month>year (latent)",
-6.021023349349527),
("Eid al-Adhayear (latent)", -5.1047326174753715),
("intersectin|during the <part-of-day>", -6.021023349349527),
("Palm Sundayyear (latent)", -6.021023349349527),
("Christmasat <time-of-day>", -6.021023349349527),
("Passoveryear (latent)", -6.021023349349527),
("Lazarus Saturdayyear (latent)", -6.021023349349527),
-6.0330862217988015),
("Eid al-Adhayear (latent)", -5.116795489924646),
("intersectin|during the <part-of-day>", -6.0330862217988015),
("Palm Sundayyear (latent)", -6.0330862217988015),
("Christmasat <time-of-day>", -6.0330862217988015),
("Passoveryear (latent)", -6.0330862217988015),
("Lazarus Saturdayyear (latent)", -6.0330862217988015),
("<day-of-month> (ordinal or number) <named-month>year (latent)",
-6.021023349349527),
("Yom HaShoahyear (latent)", -5.615558241241362),
-6.0330862217988015),
("Yom HaShoahyear (latent)", -5.627621113690637),
("Thursday<datetime> - <datetime> (interval)",
-5.615558241241362),
-5.627621113690637),
("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
-6.021023349349527),
("Septemberyear (latent)", -5.615558241241362),
-6.0330862217988015),
("Septemberyear (latent)", -5.627621113690637),
("Thursday<time-of-day> - <time-of-day> (interval)",
-4.768260380854159),
("Halloweenyear (latent)", -6.021023349349527),
-4.780323253303433),
("Halloweenyear (latent)", -6.0330862217988015),
("<ordinal> last <cycle> of <time>year (latent)",
-5.615558241241362),
-5.627621113690637),
("from <time-of-day> - <time-of-day> (interval)on <date>",
-5.327876168789581),
-5.339939041238856),
("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
-6.021023349349527),
("at <time-of-day>intersect", -5.615558241241362),
("Rosh Hashanahyear (latent)", -5.327876168789581),
("Dhanterasyear (latent)", -6.021023349349527),
("Tu BiShvatyear (latent)", -6.021023349349527),
("Holiyear (latent)", -5.327876168789581),
-6.0330862217988015),
("at <time-of-day>intersect", -5.627621113690637),
("Rosh Hashanahyear (latent)", -5.339939041238856),
("Dhanterasyear (latent)", -6.0330862217988015),
("Tu BiShvatyear (latent)", -6.0330862217988015),
("Holiyear (latent)", -5.339939041238856),
("<time-of-day> - <time-of-day> (interval)tomorrow",
-6.021023349349527),
("Holika Dahanyear (latent)", -5.327876168789581),
-6.0330862217988015),
("Holika Dahanyear (latent)", -5.339939041238856),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-6.021023349349527),
("dayminute", -3.346874699922998),
("Mawlidyear (latent)", -6.021023349349527),
-6.0330862217988015),
("dayminute", -3.3589375723722728),
("Mawlidyear (latent)", -6.0330862217988015),
("from <datetime> - <datetime> (interval)on <date>",
-5.615558241241362),
-5.627621113690637),
("<datetime> - <datetime> (interval)tomorrow",
-6.021023349349527),
("Jumu'atul-Widayear (latent)", -5.1047326174753715),
("minuteday", -2.3834371896231406),
-6.0330862217988015),
("Jumu'atul-Widayear (latent)", -5.116795489924646),
("minuteday", -2.395500062072416),
("absorption of , after named dayintersect",
-6.021023349349527),
("Orthodox Easter Sundayyear (latent)", -6.021023349349527),
-6.0330862217988015),
("Orthodox Easter Sundayyear (latent)", -6.0330862217988015),
("<ordinal> <cycle> of <time>year (latent)",
-6.021023349349527),
-6.0330862217988015),
("the <day-of-month> (ordinal)in|during the <part-of-day>",
-6.021023349349527),
("Boss's Dayyear (latent)", -5.615558241241362),
("Global Youth Service Dayyear (latent)", -6.021023349349527),
("Dhanterasin|during <named-month>|year", -6.021023349349527),
("Tisha B'Avyear (latent)", -6.021023349349527),
("Isra and Mi'rajyear (latent)", -5.1047326174753715),
-6.0330862217988015),
("Boss's Dayyear (latent)", -5.627621113690637),
("Global Youth Service Dayyear (latent)", -6.0330862217988015),
("Dhanterasin|during <named-month>|year", -6.0330862217988015),
("Tisha B'Avyear (latent)", -6.0330862217988015),
("Isra and Mi'rajyear (latent)", -5.116795489924646),
("at <time-of-day>absorption of , after named day",
-6.021023349349527),
("Christmasyear (latent)", -5.615558241241362),
("Naraka Chaturdashiyear (latent)", -5.615558241241362),
("at <time-of-day>on <date>", -4.922411060681417),
("Thai Pongalin|during <named-month>|year", -6.021023349349527),
-6.0330862217988015),
("Christmasyear (latent)", -5.627621113690637),
("Naraka Chaturdashiyear (latent)", -5.627621113690637),
("at <time-of-day>on <date>", -4.9344739331306915),
("Thai Pongalin|during <named-month>|year",
-6.0330862217988015),
("between <time-of-day> and <time-of-day> (interval)on <date>",
-4.411585436915426),
("dayweek", -6.021023349349527),
("Easter Sundayyear (latent)", -5.327876168789581),
("weekyear", -4.922411060681417),
("hh:mmin|during the <part-of-day>", -5.327876168789581),
-4.423648309364701),
("dayweek", -6.0330862217988015),
("Easter Sundayyear (latent)", -5.339939041238856),
("weekyear", -4.9344739331306915),
("hh:mmin|during the <part-of-day>", -5.339939041238856),
("<cycle> after|before <time><time-of-day> am|pm",
-5.615558241241362),
("Hanukkahyear (latent)", -5.327876168789581),
("February<time> <part-of-day>", -6.021023349349527),
("Great Lentyear (latent)", -6.021023349349527),
("tomorrowat <time-of-day>", -5.327876168789581),
("between <time> and <time>on <date>", -4.411585436915426),
-5.627621113690637),
("Hanukkahyear (latent)", -5.339939041238856),
("February<time> <part-of-day>", -6.0330862217988015),
("Great Lentyear (latent)", -6.0330862217988015),
("tomorrowat <time-of-day>", -5.339939041238856),
("between <time> and <time>on <date>", -4.423648309364701),
("Vaisakhiyear (latent)", -5.339939041238856),
("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-6.021023349349527),
("last <cycle> of <time>year (latent)", -5.327876168789581),
("at <time-of-day>tomorrow", -5.615558241241362),
("tomorrow<time-of-day> am|pm", -6.021023349349527),
-6.0330862217988015),
("last <cycle> of <time>year (latent)", -5.339939041238856),
("at <time-of-day>tomorrow", -5.627621113690637),
("tomorrow<time-of-day> am|pm", -6.0330862217988015),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-6.021023349349527),
("Diwaliyear (latent)", -6.021023349349527),
("Black Fridayyear (latent)", -5.615558241241362),
-6.0330862217988015),
("Diwaliyear (latent)", -6.0330862217988015),
("Black Fridayyear (latent)", -5.627621113690637),
("the <ordinal> last <cycle> of <time>year (latent)",
-6.021023349349527),
-6.0330862217988015),
("in|during the <part-of-day>at <time-of-day>",
-6.021023349349527),
("Chhathyear (latent)", -5.615558241241362),
("Vasant Panchamiyear (latent)", -6.021023349349527),
("Thursday<time> (timezone)", -6.021023349349527),
-6.0330862217988015),
("Chhathyear (latent)", -5.627621113690637),
("Vasant Panchamiyear (latent)", -6.0330862217988015),
("Thursday<time> (timezone)", -6.0330862217988015),
("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-6.021023349349527),
("Februaryintersect", -6.021023349349527),
("Simchat Torahyear (latent)", -6.021023349349527),
("minuteyear", -6.021023349349527)],
n = 308},
-6.0330862217988015),
("Februaryintersect", -6.0330862217988015),
("Simchat Torahyear (latent)", -6.0330862217988015),
("minuteyear", -6.0330862217988015)],
n = 312},
koData =
ClassData{prior = -0.9734491457141037, unseen = -6.368187186350492,
ClassData{prior = -0.9814974788969321, unseen = -6.371611847231857,
likelihoods =
HashMap.fromList
[("<time-of-day> - <time-of-day> (interval)on <date>",
-4.757032535297338),
("hourday", -4.757032535297338),
("dayhour", -3.1083739097099556),
("Tuesdayfrom|since|after <time>", -5.673323267171493),
("daymonth", -3.6584202466292277),
("monthyear", -4.420560298676125),
("<time-of-day> am|pmyear (latent)", -5.267858159063328),
("Thai Pongalyear (latent)", -4.980176086611547),
("intersecthh:mm", -5.673323267171493),
-4.760463070394127),
("hourday", -4.760463070394127),
("dayhour", -3.111804444806745),
("Tuesdayfrom|since|after <time>", -5.676753802268282),
("daymonth", -3.661850781726017),
("monthyear", -4.423990833772914),
("<time-of-day> am|pmyear (latent)", -5.271288694160117),
("Thai Pongalyear (latent)", -4.983606621708336),
("intersecthh:mm", -5.676753802268282),
("from <datetime> - <datetime> (interval)July",
-5.673323267171493),
("houryear", -4.757032535297338),
-5.676753802268282),
("houryear", -4.760463070394127),
("from <time-of-day> - <time-of-day> (interval)July",
-5.673323267171493),
-5.676753802268282),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-4.980176086611547),
("<time-of-day> am|pmintersect", -4.420560298676125),
("until <time>on <date>", -4.980176086611547),
("Octoberyear (latent)", -5.673323267171493),
-4.983606621708336),
("<time-of-day> am|pmintersect", -4.423990833772914),
("until <time>on <date>", -4.983606621708336),
("Octoberyear (latent)", -5.676753802268282),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-4.980176086611547),
-4.983606621708336),
("about|exactly <time-of-day>year (latent)",
-5.673323267171493),
("absorption of , after named dayJuly", -5.267858159063328),
("from|since|after <time>July", -5.673323267171493),
-5.676753802268282),
("absorption of , after named dayJuly", -5.271288694160117),
("from|since|after <time>July", -5.676753802268282),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-4.757032535297338),
("Clean Mondayyear (latent)", -5.673323267171493),
("monthhour", -5.673323267171493),
("hourmonth", -4.757032535297338),
("todayat <time-of-day>", -5.673323267171493),
("from|since|after <time>December", -5.673323267171493),
-4.760463070394127),
("Clean Mondayyear (latent)", -5.676753802268282),
("monthhour", -5.676753802268282),
("hourmonth", -4.760463070394127),
("todayat <time-of-day>", -5.676753802268282),
("from|since|after <time>December", -5.676753802268282),
("from|since|after <time><time-of-day> am|pm",
-5.673323267171493),
("Mondayyear (latent)", -4.980176086611547),
("dayday", -5.267858159063328),
("<time-of-day> am|pmon <date>", -4.420560298676125),
("Thursdaydd/mm", -5.673323267171493),
("dayyear", -2.8111223862420243),
("New Year's Dayyear (latent)", -5.267858159063328),
("Thursdayfrom|since|after <time>", -3.9685751749330676),
("Thursdayat <time-of-day>", -4.063885354737392),
-5.676753802268282),
("Mondayyear (latent)", -4.983606621708336),
("dayday", -5.271288694160117),
("<time-of-day> am|pmon <date>", -4.423990833772914),
("Thursdaydd/mm", -5.676753802268282),
("dayyear", -2.8145529213388136),
("New Year's Dayyear (latent)", -5.271288694160117),
("Thursdayfrom|since|after <time>", -3.9720057100298565),
("Thursdayat <time-of-day>", -4.067315889834181),
("<integer> to|till|before <hour-of-day>September",
-5.673323267171493),
("Aprilyear (latent)", -5.673323267171493),
("monthminute", -5.673323267171493),
("<time-of-day> am|pmtomorrow", -5.673323267171493),
("Thursdayhh:mm", -4.757032535297338),
("minutemonth", -3.8815637979434374),
("Augustyear (latent)", -5.267858159063328),
-5.676753802268282),
("Aprilyear (latent)", -5.676753802268282),
("monthminute", -5.676753802268282),
("<time-of-day> am|pmtomorrow", -5.676753802268282),
("Thursdayhh:mm", -4.760463070394127),
("minutemonth", -3.884994333040227),
("Augustyear (latent)", -5.271288694160117),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.267858159063328),
-5.271288694160117),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.267858159063328),
("week-endin|during <named-month>|year", -5.673323267171493),
-5.271288694160117),
("week-endin|during <named-month>|year", -5.676753802268282),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-5.673323267171493),
("Sundayyear (latent)", -4.757032535297338),
("Christmasat <time-of-day>", -5.673323267171493),
("from|since|after <time>year (latent)", -4.574710978503383),
-5.676753802268282),
("Sundayyear (latent)", -4.760463070394127),
("Christmasat <time-of-day>", -5.676753802268282),
("from|since|after <time>year (latent)", -4.578141513600172),
("<duration> after|before|from <time>December",
-5.673323267171493),
("yesterday<time-of-day> am|pm", -5.673323267171493),
-5.676753802268282),
("yesterday<time-of-day> am|pm", -5.676753802268282),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-5.673323267171493),
-5.676753802268282),
("Thursday<time-of-day> - <time-of-day> (interval)",
-4.980176086611547),
-4.983606621708336),
("in|during <named-month>|yearyear (latent)",
-5.673323267171493),
("at <time-of-day>intersect", -5.267858159063328),
("hh:mmyear (latent)", -4.574710978503383),
("Holiyear (latent)", -5.673323267171493),
("until <time><time-of-day> am|pm", -5.673323267171493),
-5.676753802268282),
("at <time-of-day>intersect", -5.271288694160117),
("hh:mmyear (latent)", -4.578141513600172),
("Holiyear (latent)", -5.676753802268282),
("until <time><time-of-day> am|pm", -5.676753802268282),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.673323267171493),
("dayminute", -2.9324832432462915),
("yyyy-mm-ddhh:mm", -5.267858159063328),
("intersectSeptember", -4.169245870395218),
("minuteday", -2.6052703320378754),
-5.676753802268282),
("dayminute", -2.935913778343081),
("yyyy-mm-ddhh:mm", -5.271288694160117),
("intersectSeptember", -4.172676405492008),
("minuteday", -2.6087008671346648),
("absorption of , after named dayintersect",
-5.673323267171493),
("Februaryin|during the <part-of-day>", -5.673323267171493),
("hh:mmon <date>", -3.6584202466292277),
("Saturdayyear (latent)", -5.673323267171493),
("from|since|after <time>on <date>", -4.757032535297338),
-5.676753802268282),
("Februaryin|during the <part-of-day>", -5.676753802268282),
("hh:mmon <date>", -3.661850781726017),
("Saturdayyear (latent)", -5.676753802268282),
("from|since|after <time>on <date>", -4.760463070394127),
("absorption of , after named daySeptember",
-4.757032535297338),
("Naraka Chaturdashiyear (latent)", -5.673323267171493),
("on <date>September", -5.267858159063328),
("at <time-of-day>on <date>", -5.267858159063328),
("dayweek", -5.673323267171493),
("Easter Sundayyear (latent)", -5.267858159063328),
("Thursday<time-of-day> am|pm", -4.420560298676125),
("weekyear", -5.267858159063328),
-4.760463070394127),
("Naraka Chaturdashiyear (latent)", -5.676753802268282),
("on <date>September", -5.271288694160117),
("at <time-of-day>on <date>", -5.271288694160117),
("dayweek", -5.676753802268282),
("Easter Sundayyear (latent)", -5.271288694160117),
("Thursday<time-of-day> am|pm", -4.423990833772914),
("weekyear", -5.271288694160117),
("<named-month> <day-of-month> (non ordinal)until <time>",
-5.673323267171493),
-5.676753802268282),
("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-5.267858159063328),
-5.271288694160117),
("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-4.980176086611547),
("Sundayfrom|since|after <time>", -5.673323267171493),
("absorption of , after named dayFebruary", -4.757032535297338),
-4.983606621708336),
("Sundayfrom|since|after <time>", -5.676753802268282),
("absorption of , after named dayFebruary", -4.760463070394127),
("July<integer> to|till|before <hour-of-day>",
-5.673323267171493),
("tomorrowat <time-of-day>", -5.673323267171493),
-5.676753802268282),
("tomorrowat <time-of-day>", -5.676753802268282),
("<integer> to|till|before <hour-of-day>July",
-5.673323267171493),
("last <cycle> of <time>year (latent)", -5.267858159063328),
("tomorrow<time-of-day> am|pm", -5.673323267171493),
-5.676753802268282),
("last <cycle> of <time>year (latent)", -5.271288694160117),
("tomorrow<time-of-day> am|pm", -5.676753802268282),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-4.980176086611547),
("Diwaliyear (latent)", -5.267858159063328),
-4.983606621708336),
("Diwaliyear (latent)", -5.271288694160117),
("<time-of-day> - <time-of-day> (interval)July",
-5.673323267171493),
("Fridayyear (latent)", -5.267858159063328),
("minuteyear", -4.420560298676125)],
-5.676753802268282),
("Fridayyear (latent)", -5.271288694160117),
("minuteyear", -4.423990833772914)],
n = 187}}),
("one eleven",
Classifier{okData =
@ -1358,15 +1363,14 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -0.15201620729862575,
unseen = -4.9344739331306915,
ClassData{prior = -0.1479201300766222, unseen = -4.962844630259907,
likelihoods =
HashMap.fromList
[("integer (numeric)", -4.445176257083381e-2),
("intersect 2 numbers", -3.5409593240373143)],
n = 134},
[("integer (numeric)", -4.317217186520878e-2),
("intersect 2 numbers", -3.56953269648137)],
n = 138},
koData =
ClassData{prior = -1.9588135538912212, unseen = -3.295836866004329,
ClassData{prior = -1.984131361875511, unseen = -3.295836866004329,
likelihoods =
HashMap.fromList
[("integer (numeric)", -1.1786549963416462),
@ -3029,6 +3033,13 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Vaisakhi",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("right now",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,

View File

@ -75,10 +75,10 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.6000158334285309, unseen = -5.703782474656201,
likelihoods = HashMap.fromList [("", 0.0)], n = 298},
ClassData{prior = -0.5940217850471116, unseen = -5.717027701406222,
likelihoods = HashMap.fromList [("", 0.0)], n = 302},
koData =
ClassData{prior = -0.7958511093892084,
ClassData{prior = -0.8031905918772542,
unseen = -5.5093883366279774,
likelihoods = HashMap.fromList [("", 0.0)], n = 245}}),
("<year> (bc|ad)",
@ -529,17 +529,18 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("in|during <named-month>|year",
Classifier{okData =
ClassData{prior = -0.2578291093020998, unseen = -3.713572066704308,
ClassData{prior = -0.24512245803298496,
unseen = -3.7612001156935624,
likelihoods =
HashMap.fromList
[("<year> (bc|ad)", -1.8971199848858813),
("October", -2.995732273553991),
("year (latent)", -1.3862943611198906),
("year", -0.9808292530117262), ("March", -2.5902671654458267),
("month", -2.3025850929940455)],
n = 17},
[("<year> (bc|ad)", -1.9459101490553135),
("October", -3.044522437723423),
("year (latent)", -1.3397743454849977),
("year", -0.9650808960435872), ("March", -2.639057329615259),
("month", -2.3513752571634776)],
n = 18},
koData =
ClassData{prior = -1.4816045409242156, unseen = -2.833213344056216,
ClassData{prior = -1.5260563034950494, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("October", -1.6739764335716716),
@ -813,337 +814,341 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.4744579795951158, unseen = -6.715383386334681,
ClassData{prior = -0.46960290794203635,
unseen = -6.727431724850855,
likelihoods =
HashMap.fromList
[("Navaratriyear (latent)", -6.021023349349527),
("Ramadanyear (latent)", -6.021023349349527),
[("Navaratriyear (latent)", -6.0330862217988015),
("Ramadanyear (latent)", -6.0330862217988015),
("<datetime> - <datetime> (interval)on <date>",
-4.768260380854159),
("Bhai Doojyear (latent)", -6.021023349349527),
-4.780323253303433),
("Bhai Doojyear (latent)", -6.0330862217988015),
("<time-of-day> - <time-of-day> (interval)on <date>",
-4.768260380854159),
("hourday", -4.316275257111101),
("dayhour", -3.158822468420058),
("Martin Luther King's Dayyear (latent)", -5.615558241241362),
("Shemini Atzeretyear (latent)", -6.021023349349527),
("daymonth", -5.1047326174753715),
("monthday", -5.615558241241362),
("monthyear", -4.229263880121471),
("Yom Ha'atzmautyear (latent)", -6.021023349349527),
("Vijayadashamiyear (latent)", -6.021023349349527),
("Thai Pongalyear (latent)", -5.327876168789581),
("Thiru Onamyear (latent)", -5.327876168789581),
("Tuesdaythe <day-of-month> (ordinal)", -6.021023349349527),
-4.780323253303433),
("hourday", -4.328338129560376),
("dayhour", -3.170885340869333),
("Martin Luther King's Dayyear (latent)", -5.627621113690637),
("Shemini Atzeretyear (latent)", -6.0330862217988015),
("daymonth", -5.116795489924646),
("monthday", -5.627621113690637),
("monthyear", -4.241326752570746),
("Yom Ha'atzmautyear (latent)", -6.0330862217988015),
("Vijayadashamiyear (latent)", -6.0330862217988015),
("Thai Pongalyear (latent)", -5.339939041238856),
("Thiru Onamyear (latent)", -5.339939041238856),
("Tuesdaythe <day-of-month> (ordinal)", -6.0330862217988015),
("from <datetime> - <datetime> (interval)July",
-6.021023349349527),
("houryear", -5.327876168789581),
-6.0330862217988015),
("houryear", -5.339939041238856),
("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-6.021023349349527),
("Christmas<time-of-day> am|pm", -6.021023349349527),
-6.0330862217988015),
("Christmas<time-of-day> am|pm", -6.0330862217988015),
("last <day-of-week> of <time>year (latent)",
-6.021023349349527),
-6.0330862217988015),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.327876168789581),
("<time-of-day> am|pmintersect", -4.768260380854159),
("Earth Houryear (latent)", -6.021023349349527),
("Octoberyear (latent)", -4.516945952573252),
("intersect<time-of-day> am|pm", -6.021023349349527),
("Mattu Pongalyear (latent)", -6.021023349349527),
("Shavuotyear (latent)", -6.021023349349527),
-5.339939041238856),
("<time-of-day> am|pmintersect", -4.780323253303433),
("Earth Houryear (latent)", -6.0330862217988015),
("Octoberyear (latent)", -4.529008825022527),
("intersect<time-of-day> am|pm", -6.0330862217988015),
("Mattu Pongalyear (latent)", -6.0330862217988015),
("Shavuotyear (latent)", -6.0330862217988015),
("at <time-of-day>in|within|after <duration>",
-6.021023349349527),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.021023349349527),
-6.0330862217988015),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.0330862217988015),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.615558241241362),
("Marchyear (latent)", -6.021023349349527),
("Sukkotyear (latent)", -5.615558241241362),
-5.627621113690637),
("Marchyear (latent)", -6.0330862217988015),
("Sukkotyear (latent)", -5.627621113690637),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-6.021023349349527),
("Clean Mondayyear (latent)", -5.615558241241362),
("monthhour", -5.615558241241362),
("todayat <time-of-day>", -6.021023349349527),
("Thursday<time> timezone", -4.075113200294213),
("from|since|after <time>December", -6.021023349349527),
-6.0330862217988015),
("Clean Mondayyear (latent)", -5.627621113690637),
("monthhour", -5.627621113690637),
("todayat <time-of-day>", -6.0330862217988015),
("Thursday<time> timezone", -4.087176072743488),
("from|since|after <time>December", -6.0330862217988015),
("this <time>hh(:mm) - <time-of-day> am|pm",
-6.021023349349527),
("yyyy-mm-ddhh:mm:ss", -5.615558241241362),
("dayday", -4.0061203288072615),
("<time> <part-of-day>at <time-of-day>", -6.021023349349527),
("tonightat <time-of-day>", -6.021023349349527),
-6.0330862217988015),
("yyyy-mm-ddhh:mm:ss", -5.627621113690637),
("dayday", -4.018183201256536),
("<time> <part-of-day>at <time-of-day>", -6.0330862217988015),
("tonightat <time-of-day>", -6.0330862217988015),
("<time-of-day> am|pmabsorption of , after named day",
-5.327876168789581),
("today<time-of-day> am|pm", -6.021023349349527),
("Februarythe <day-of-month> (ordinal)", -5.615558241241362),
("at <time-of-day><time> <part-of-day>", -6.021023349349527),
("hourhour", -4.768260380854159),
("<time-of-day> am|pmon <date>", -4.0061203288072615),
("Navaratriin|during <named-month>|year", -6.021023349349527),
("Wednesdaythis|last|next <cycle>", -6.021023349349527),
("Lentyear (latent)", -6.021023349349527),
-5.339939041238856),
("today<time-of-day> am|pm", -6.0330862217988015),
("Februarythe <day-of-month> (ordinal)", -5.627621113690637),
("at <time-of-day><time> <part-of-day>", -6.0330862217988015),
("hourhour", -4.780323253303433),
("<time-of-day> am|pmon <date>", -4.018183201256536),
("Navaratriin|during <named-month>|year", -6.0330862217988015),
("Wednesdaythis|last|next <cycle>", -6.0330862217988015),
("Lentyear (latent)", -6.0330862217988015),
("intersect<named-month> <day-of-month> (non ordinal)",
-4.516945952573252),
("Boghiyear (latent)", -6.021023349349527),
("dayyear", -2.0413416954475654),
("Thursdayfrom|since|after <time>", -5.615558241241362),
-4.529008825022527),
("Boghiyear (latent)", -6.0330862217988015),
("dayyear", -2.0167032010464125),
("Thursdayfrom|since|after <time>", -5.627621113690637),
("<time-of-day> o'clockin|during the <part-of-day>",
-6.021023349349527),
("Thursdayat <time-of-day>", -5.327876168789581),
("Islamic New Yearyear (latent)", -5.615558241241362),
("Laylat al-Qadryear (latent)", -5.1047326174753715),
("Shrove Tuesdayyear (latent)", -6.021023349349527),
-6.0330862217988015),
("Thursdayat <time-of-day>", -5.339939041238856),
("Islamic New Yearyear (latent)", -5.627621113690637),
("Laylat al-Qadryear (latent)", -5.116795489924646),
("Shrove Tuesdayyear (latent)", -6.0330862217988015),
("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-5.327876168789581),
("<time-of-day> am|pmtomorrow", -5.327876168789581),
("Yom Kippuryear (latent)", -6.021023349349527),
("<part-of-day> of <time>year (latent)", -6.021023349349527),
("minutehour", -5.1047326174753715),
("Kaanum Pongalyear (latent)", -5.615558241241362),
("Maha Saptamiyear (latent)", -6.021023349349527),
-5.339939041238856),
("<time-of-day> am|pmtomorrow", -5.339939041238856),
("Yom Kippuryear (latent)", -6.0330862217988015),
("<part-of-day> of <time>year (latent)", -6.0330862217988015),
("minutehour", -5.116795489924646),
("Kaanum Pongalyear (latent)", -5.627621113690637),
("Maha Saptamiyear (latent)", -6.0330862217988015),
("at <time-of-day>in|during the <part-of-day>",
-5.615558241241362),
-5.627621113690637),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-4.316275257111101),
("for <duration> from <time>December", -6.021023349349527),
("tomorrow<time-of-day> sharp|exactly", -6.021023349349527),
-4.328338129560376),
("for <duration> from <time>December", -6.0330862217988015),
("tomorrow<time-of-day> sharp|exactly", -6.0330862217988015),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.1047326174753715),
-5.116795489924646),
("on <date><named-month> <day-of-month> (non ordinal)",
-5.615558241241362),
("Pentecostyear (latent)", -6.021023349349527),
-5.627621113690637),
("Pentecostyear (latent)", -6.0330862217988015),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.1047326174753715),
("Eid al-Fitryear (latent)", -6.021023349349527),
-5.116795489924646),
("Eid al-Fitryear (latent)", -6.0330862217988015),
("Vasant Panchamiin|during <named-month>|year",
-6.021023349349527),
("Mondayin|during the <part-of-day>", -6.021023349349527),
("Chhathin|during <named-month>|year", -6.021023349349527),
("Diwaliin|during <named-month>|year", -6.021023349349527),
("Raksha Bandhanyear (latent)", -6.021023349349527),
("daysecond", -5.615558241241362),
-6.0330862217988015),
("Mondayin|during the <part-of-day>", -6.0330862217988015),
("Chhathin|during <named-month>|year", -6.0330862217988015),
("Diwaliin|during <named-month>|year", -6.0330862217988015),
("Vaisakhiin|during <named-month>|year", -6.0330862217988015),
("Raksha Bandhanyear (latent)", -6.0330862217988015),
("daysecond", -5.627621113690637),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-5.615558241241362),
("Ashurayear (latent)", -6.021023349349527),
("Tuesdayin|during <named-month>|year", -6.021023349349527),
("Chinese New Yearyear (latent)", -6.021023349349527),
("Lag BaOmeryear (latent)", -6.021023349349527),
-5.627621113690637),
("Ashurayear (latent)", -6.0330862217988015),
("Tuesdayin|during <named-month>|year", -6.0330862217988015),
("Chinese New Yearyear (latent)", -6.0330862217988015),
("Lag BaOmeryear (latent)", -6.0330862217988015),
("last weekend of <named-month>year (latent)",
-6.021023349349527),
("Eid al-Adhayear (latent)", -5.1047326174753715),
("intersectin|during the <part-of-day>", -6.021023349349527),
("Palm Sundayyear (latent)", -6.021023349349527),
("Christmasat <time-of-day>", -6.021023349349527),
("Passoveryear (latent)", -6.021023349349527),
("Lazarus Saturdayyear (latent)", -6.021023349349527),
-6.0330862217988015),
("Eid al-Adhayear (latent)", -5.116795489924646),
("intersectin|during the <part-of-day>", -6.0330862217988015),
("Palm Sundayyear (latent)", -6.0330862217988015),
("Christmasat <time-of-day>", -6.0330862217988015),
("Passoveryear (latent)", -6.0330862217988015),
("Lazarus Saturdayyear (latent)", -6.0330862217988015),
("<day-of-month> (ordinal or number) <named-month>year (latent)",
-6.021023349349527),
("Yom HaShoahyear (latent)", -5.615558241241362),
-6.0330862217988015),
("Yom HaShoahyear (latent)", -5.627621113690637),
("Thursday<datetime> - <datetime> (interval)",
-5.615558241241362),
-5.627621113690637),
("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
-6.021023349349527),
("Septemberyear (latent)", -5.615558241241362),
-6.0330862217988015),
("Septemberyear (latent)", -5.627621113690637),
("Thursday<time-of-day> - <time-of-day> (interval)",
-4.768260380854159),
("Halloweenyear (latent)", -6.021023349349527),
-4.780323253303433),
("Halloweenyear (latent)", -6.0330862217988015),
("<ordinal> last <cycle> of <time>year (latent)",
-5.615558241241362),
-5.627621113690637),
("from <time-of-day> - <time-of-day> (interval)on <date>",
-5.327876168789581),
-5.339939041238856),
("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
-6.021023349349527),
("at <time-of-day>intersect", -5.615558241241362),
("Rosh Hashanahyear (latent)", -5.327876168789581),
("Dhanterasyear (latent)", -6.021023349349527),
("Tu BiShvatyear (latent)", -6.021023349349527),
("Holiyear (latent)", -5.327876168789581),
-6.0330862217988015),
("at <time-of-day>intersect", -5.627621113690637),
("Rosh Hashanahyear (latent)", -5.339939041238856),
("Dhanterasyear (latent)", -6.0330862217988015),
("Tu BiShvatyear (latent)", -6.0330862217988015),
("Holiyear (latent)", -5.339939041238856),
("<time-of-day> - <time-of-day> (interval)tomorrow",
-6.021023349349527),
("Holika Dahanyear (latent)", -5.327876168789581),
-6.0330862217988015),
("Holika Dahanyear (latent)", -5.339939041238856),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-6.021023349349527),
("dayminute", -3.346874699922998),
("Mawlidyear (latent)", -6.021023349349527),
-6.0330862217988015),
("dayminute", -3.3589375723722728),
("Mawlidyear (latent)", -6.0330862217988015),
("from <datetime> - <datetime> (interval)on <date>",
-5.615558241241362),
-5.627621113690637),
("<datetime> - <datetime> (interval)tomorrow",
-6.021023349349527),
("Jumu'atul-Widayear (latent)", -5.1047326174753715),
("minuteday", -2.3834371896231406),
-6.0330862217988015),
("Jumu'atul-Widayear (latent)", -5.116795489924646),
("minuteday", -2.395500062072416),
("absorption of , after named dayintersect",
-6.021023349349527),
("Orthodox Easter Sundayyear (latent)", -6.021023349349527),
-6.0330862217988015),
("Orthodox Easter Sundayyear (latent)", -6.0330862217988015),
("<ordinal> <cycle> of <time>year (latent)",
-6.021023349349527),
-6.0330862217988015),
("the <day-of-month> (ordinal)in|during the <part-of-day>",
-6.021023349349527),
("Boss's Dayyear (latent)", -5.615558241241362),
("Global Youth Service Dayyear (latent)", -6.021023349349527),
("Dhanterasin|during <named-month>|year", -6.021023349349527),
("Tisha B'Avyear (latent)", -6.021023349349527),
("Isra and Mi'rajyear (latent)", -5.1047326174753715),
-6.0330862217988015),
("Boss's Dayyear (latent)", -5.627621113690637),
("Global Youth Service Dayyear (latent)", -6.0330862217988015),
("Dhanterasin|during <named-month>|year", -6.0330862217988015),
("Tisha B'Avyear (latent)", -6.0330862217988015),
("Isra and Mi'rajyear (latent)", -5.116795489924646),
("at <time-of-day>absorption of , after named day",
-6.021023349349527),
("Christmasyear (latent)", -5.615558241241362),
("Naraka Chaturdashiyear (latent)", -5.615558241241362),
("at <time-of-day>on <date>", -4.922411060681417),
("Thai Pongalin|during <named-month>|year", -6.021023349349527),
-6.0330862217988015),
("Christmasyear (latent)", -5.627621113690637),
("Naraka Chaturdashiyear (latent)", -5.627621113690637),
("at <time-of-day>on <date>", -4.9344739331306915),
("Thai Pongalin|during <named-month>|year",
-6.0330862217988015),
("between <time-of-day> and <time-of-day> (interval)on <date>",
-4.411585436915426),
("dayweek", -6.021023349349527),
("Easter Sundayyear (latent)", -5.327876168789581),
("weekyear", -4.922411060681417),
("hh:mmin|during the <part-of-day>", -5.327876168789581),
-4.423648309364701),
("dayweek", -6.0330862217988015),
("Easter Sundayyear (latent)", -5.339939041238856),
("weekyear", -4.9344739331306915),
("hh:mmin|during the <part-of-day>", -5.339939041238856),
("<cycle> after|before <time><time-of-day> am|pm",
-5.615558241241362),
("Hanukkahyear (latent)", -5.327876168789581),
("February<time> <part-of-day>", -6.021023349349527),
("Great Lentyear (latent)", -6.021023349349527),
("tomorrowat <time-of-day>", -5.327876168789581),
("between <time> and <time>on <date>", -4.411585436915426),
-5.627621113690637),
("Hanukkahyear (latent)", -5.339939041238856),
("February<time> <part-of-day>", -6.0330862217988015),
("Great Lentyear (latent)", -6.0330862217988015),
("tomorrowat <time-of-day>", -5.339939041238856),
("between <time> and <time>on <date>", -4.423648309364701),
("Vaisakhiyear (latent)", -5.339939041238856),
("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-6.021023349349527),
("last <cycle> of <time>year (latent)", -5.327876168789581),
("at <time-of-day>tomorrow", -5.615558241241362),
("tomorrow<time-of-day> am|pm", -6.021023349349527),
-6.0330862217988015),
("last <cycle> of <time>year (latent)", -5.339939041238856),
("at <time-of-day>tomorrow", -5.627621113690637),
("tomorrow<time-of-day> am|pm", -6.0330862217988015),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-6.021023349349527),
("Diwaliyear (latent)", -6.021023349349527),
("Black Fridayyear (latent)", -5.615558241241362),
-6.0330862217988015),
("Diwaliyear (latent)", -6.0330862217988015),
("Black Fridayyear (latent)", -5.627621113690637),
("the <ordinal> last <cycle> of <time>year (latent)",
-6.021023349349527),
-6.0330862217988015),
("in|during the <part-of-day>at <time-of-day>",
-6.021023349349527),
("Chhathyear (latent)", -5.615558241241362),
("Vasant Panchamiyear (latent)", -6.021023349349527),
("Thursday<time> (timezone)", -6.021023349349527),
-6.0330862217988015),
("Chhathyear (latent)", -5.627621113690637),
("Vasant Panchamiyear (latent)", -6.0330862217988015),
("Thursday<time> (timezone)", -6.0330862217988015),
("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-6.021023349349527),
("Februaryintersect", -6.021023349349527),
("Simchat Torahyear (latent)", -6.021023349349527),
("minuteyear", -6.021023349349527)],
n = 308},
-6.0330862217988015),
("Februaryintersect", -6.0330862217988015),
("Simchat Torahyear (latent)", -6.0330862217988015),
("minuteyear", -6.0330862217988015)],
n = 312},
koData =
ClassData{prior = -0.9734491457141037, unseen = -6.368187186350492,
ClassData{prior = -0.9814974788969321, unseen = -6.371611847231857,
likelihoods =
HashMap.fromList
[("<time-of-day> - <time-of-day> (interval)on <date>",
-4.757032535297338),
("hourday", -4.757032535297338),
("dayhour", -3.1083739097099556),
("Tuesdayfrom|since|after <time>", -5.673323267171493),
("daymonth", -3.6584202466292277),
("monthyear", -4.420560298676125),
("<time-of-day> am|pmyear (latent)", -5.267858159063328),
("Thai Pongalyear (latent)", -4.980176086611547),
("intersecthh:mm", -5.673323267171493),
-4.760463070394127),
("hourday", -4.760463070394127),
("dayhour", -3.111804444806745),
("Tuesdayfrom|since|after <time>", -5.676753802268282),
("daymonth", -3.661850781726017),
("monthyear", -4.423990833772914),
("<time-of-day> am|pmyear (latent)", -5.271288694160117),
("Thai Pongalyear (latent)", -4.983606621708336),
("intersecthh:mm", -5.676753802268282),
("from <datetime> - <datetime> (interval)July",
-5.673323267171493),
("houryear", -4.757032535297338),
-5.676753802268282),
("houryear", -4.760463070394127),
("from <time-of-day> - <time-of-day> (interval)July",
-5.673323267171493),
-5.676753802268282),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-4.980176086611547),
("<time-of-day> am|pmintersect", -4.420560298676125),
("until <time>on <date>", -4.980176086611547),
("Octoberyear (latent)", -5.673323267171493),
-4.983606621708336),
("<time-of-day> am|pmintersect", -4.423990833772914),
("until <time>on <date>", -4.983606621708336),
("Octoberyear (latent)", -5.676753802268282),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-4.980176086611547),
-4.983606621708336),
("about|exactly <time-of-day>year (latent)",
-5.673323267171493),
("absorption of , after named dayJuly", -5.267858159063328),
("from|since|after <time>July", -5.673323267171493),
-5.676753802268282),
("absorption of , after named dayJuly", -5.271288694160117),
("from|since|after <time>July", -5.676753802268282),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-4.757032535297338),
("Clean Mondayyear (latent)", -5.673323267171493),
("monthhour", -5.673323267171493),
("hourmonth", -4.757032535297338),
("todayat <time-of-day>", -5.673323267171493),
("from|since|after <time>December", -5.673323267171493),
-4.760463070394127),
("Clean Mondayyear (latent)", -5.676753802268282),
("monthhour", -5.676753802268282),
("hourmonth", -4.760463070394127),
("todayat <time-of-day>", -5.676753802268282),
("from|since|after <time>December", -5.676753802268282),
("from|since|after <time><time-of-day> am|pm",
-5.673323267171493),
("Mondayyear (latent)", -4.980176086611547),
("dayday", -5.267858159063328),
("<time-of-day> am|pmon <date>", -4.420560298676125),
("Thursdaydd/mm", -5.673323267171493),
("dayyear", -2.8111223862420243),
("New Year's Dayyear (latent)", -5.267858159063328),
("Thursdayfrom|since|after <time>", -3.9685751749330676),
("Thursdayat <time-of-day>", -4.063885354737392),
-5.676753802268282),
("Mondayyear (latent)", -4.983606621708336),
("dayday", -5.271288694160117),
("<time-of-day> am|pmon <date>", -4.423990833772914),
("Thursdaydd/mm", -5.676753802268282),
("dayyear", -2.8145529213388136),
("New Year's Dayyear (latent)", -5.271288694160117),
("Thursdayfrom|since|after <time>", -3.9720057100298565),
("Thursdayat <time-of-day>", -4.067315889834181),
("<integer> to|till|before <hour-of-day>September",
-5.673323267171493),
("Aprilyear (latent)", -5.673323267171493),
("monthminute", -5.673323267171493),
("<time-of-day> am|pmtomorrow", -5.673323267171493),
("Thursdayhh:mm", -4.757032535297338),
("minutemonth", -3.8815637979434374),
("Augustyear (latent)", -5.267858159063328),
-5.676753802268282),
("Aprilyear (latent)", -5.676753802268282),
("monthminute", -5.676753802268282),
("<time-of-day> am|pmtomorrow", -5.676753802268282),
("Thursdayhh:mm", -4.760463070394127),
("minutemonth", -3.884994333040227),
("Augustyear (latent)", -5.271288694160117),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.267858159063328),
-5.271288694160117),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.267858159063328),
("week-endin|during <named-month>|year", -5.673323267171493),
-5.271288694160117),
("week-endin|during <named-month>|year", -5.676753802268282),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-5.673323267171493),
("Sundayyear (latent)", -4.757032535297338),
("Christmasat <time-of-day>", -5.673323267171493),
("from|since|after <time>year (latent)", -4.574710978503383),
-5.676753802268282),
("Sundayyear (latent)", -4.760463070394127),
("Christmasat <time-of-day>", -5.676753802268282),
("from|since|after <time>year (latent)", -4.578141513600172),
("<duration> after|before|from <time>December",
-5.673323267171493),
("yesterday<time-of-day> am|pm", -5.673323267171493),
-5.676753802268282),
("yesterday<time-of-day> am|pm", -5.676753802268282),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-5.673323267171493),
-5.676753802268282),
("Thursday<time-of-day> - <time-of-day> (interval)",
-4.980176086611547),
-4.983606621708336),
("in|during <named-month>|yearyear (latent)",
-5.673323267171493),
("at <time-of-day>intersect", -5.267858159063328),
("hh:mmyear (latent)", -4.574710978503383),
("Holiyear (latent)", -5.673323267171493),
("until <time><time-of-day> am|pm", -5.673323267171493),
-5.676753802268282),
("at <time-of-day>intersect", -5.271288694160117),
("hh:mmyear (latent)", -4.578141513600172),
("Holiyear (latent)", -5.676753802268282),
("until <time><time-of-day> am|pm", -5.676753802268282),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.673323267171493),
("dayminute", -2.9324832432462915),
("yyyy-mm-ddhh:mm", -5.267858159063328),
("intersectSeptember", -4.169245870395218),
("minuteday", -2.6052703320378754),
-5.676753802268282),
("dayminute", -2.935913778343081),
("yyyy-mm-ddhh:mm", -5.271288694160117),
("intersectSeptember", -4.172676405492008),
("minuteday", -2.6087008671346648),
("absorption of , after named dayintersect",
-5.673323267171493),
("Februaryin|during the <part-of-day>", -5.673323267171493),
("hh:mmon <date>", -3.6584202466292277),
("Saturdayyear (latent)", -5.673323267171493),
("from|since|after <time>on <date>", -4.757032535297338),
-5.676753802268282),
("Februaryin|during the <part-of-day>", -5.676753802268282),
("hh:mmon <date>", -3.661850781726017),
("Saturdayyear (latent)", -5.676753802268282),
("from|since|after <time>on <date>", -4.760463070394127),
("absorption of , after named daySeptember",
-4.757032535297338),
("Naraka Chaturdashiyear (latent)", -5.673323267171493),
("on <date>September", -5.267858159063328),
("at <time-of-day>on <date>", -5.267858159063328),
("dayweek", -5.673323267171493),
("Easter Sundayyear (latent)", -5.267858159063328),
("Thursday<time-of-day> am|pm", -4.420560298676125),
("weekyear", -5.267858159063328),
-4.760463070394127),
("Naraka Chaturdashiyear (latent)", -5.676753802268282),
("on <date>September", -5.271288694160117),
("at <time-of-day>on <date>", -5.271288694160117),
("dayweek", -5.676753802268282),
("Easter Sundayyear (latent)", -5.271288694160117),
("Thursday<time-of-day> am|pm", -4.423990833772914),
("weekyear", -5.271288694160117),
("<named-month> <day-of-month> (non ordinal)until <time>",
-5.673323267171493),
-5.676753802268282),
("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-5.267858159063328),
-5.271288694160117),
("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-4.980176086611547),
("Sundayfrom|since|after <time>", -5.673323267171493),
("absorption of , after named dayFebruary", -4.757032535297338),
-4.983606621708336),
("Sundayfrom|since|after <time>", -5.676753802268282),
("absorption of , after named dayFebruary", -4.760463070394127),
("July<integer> to|till|before <hour-of-day>",
-5.673323267171493),
("tomorrowat <time-of-day>", -5.673323267171493),
-5.676753802268282),
("tomorrowat <time-of-day>", -5.676753802268282),
("<integer> to|till|before <hour-of-day>July",
-5.673323267171493),
("last <cycle> of <time>year (latent)", -5.267858159063328),
("tomorrow<time-of-day> am|pm", -5.673323267171493),
-5.676753802268282),
("last <cycle> of <time>year (latent)", -5.271288694160117),
("tomorrow<time-of-day> am|pm", -5.676753802268282),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-4.980176086611547),
("Diwaliyear (latent)", -5.267858159063328),
-4.983606621708336),
("Diwaliyear (latent)", -5.271288694160117),
("<time-of-day> - <time-of-day> (interval)July",
-5.673323267171493),
("Fridayyear (latent)", -5.267858159063328),
("minuteyear", -4.420560298676125)],
-5.676753802268282),
("Fridayyear (latent)", -5.271288694160117),
("minuteyear", -4.423990833772914)],
n = 187}}),
("one eleven",
Classifier{okData =
@ -1358,15 +1363,14 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -0.15201620729862575,
unseen = -4.9344739331306915,
ClassData{prior = -0.1479201300766222, unseen = -4.962844630259907,
likelihoods =
HashMap.fromList
[("integer (numeric)", -4.445176257083381e-2),
("intersect 2 numbers", -3.5409593240373143)],
n = 134},
[("integer (numeric)", -4.317217186520878e-2),
("intersect 2 numbers", -3.56953269648137)],
n = 138},
koData =
ClassData{prior = -1.9588135538912212, unseen = -3.295836866004329,
ClassData{prior = -1.984131361875511, unseen = -3.295836866004329,
likelihoods =
HashMap.fromList
[("integer (numeric)", -1.1786549963416462),
@ -3029,6 +3033,13 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Vaisakhi",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("right now",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,

View File

@ -75,10 +75,10 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.6200032962128809, unseen = -5.771441123130016,
likelihoods = HashMap.fromList [("", 0.0)], n = 319},
ClassData{prior = -0.6142647901699456, unseen = -5.783825182329737,
likelihoods = HashMap.fromList [("", 0.0)], n = 323},
koData =
ClassData{prior = -0.7720662926096552, unseen = -5.62040086571715,
ClassData{prior = -0.7787890070045318, unseen = -5.62040086571715,
likelihoods = HashMap.fromList [("", 0.0)], n = 274}}),
("<year> (bc|ad)",
Classifier{okData =
@ -537,17 +537,18 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("in|during <named-month>|year",
Classifier{okData =
ClassData{prior = -0.2578291093020998, unseen = -3.713572066704308,
ClassData{prior = -0.24512245803298496,
unseen = -3.7612001156935624,
likelihoods =
HashMap.fromList
[("<year> (bc|ad)", -1.8971199848858813),
("October", -2.995732273553991),
("year (latent)", -1.3862943611198906),
("year", -0.9808292530117262), ("March", -2.5902671654458267),
("month", -2.3025850929940455)],
n = 17},
[("<year> (bc|ad)", -1.9459101490553135),
("October", -3.044522437723423),
("year (latent)", -1.3397743454849977),
("year", -0.9650808960435872), ("March", -2.639057329615259),
("month", -2.3513752571634776)],
n = 18},
koData =
ClassData{prior = -1.4816045409242156, unseen = -2.833213344056216,
ClassData{prior = -1.5260563034950494, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("October", -1.6739764335716716),
@ -835,354 +836,355 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.45746308868785995,
unseen = -6.784457062637643,
ClassData{prior = -0.453070016716296, unseen = -6.795705775173515,
likelihoods =
HashMap.fromList
[("Navaratriyear (latent)", -6.090178020044014),
("Father's Dayyear (latent)", -6.090178020044014),
("Ramadanyear (latent)", -6.090178020044014),
[("Navaratriyear (latent)", -6.101439400316553),
("Father's Dayyear (latent)", -6.101439400316553),
("Ramadanyear (latent)", -6.101439400316553),
("<datetime> - <datetime> (interval)on <date>",
-4.837415051548647),
("Bhai Doojyear (latent)", -6.090178020044014),
-4.848676431821186),
("Bhai Doojyear (latent)", -6.101439400316553),
("<time-of-day> - <time-of-day> (interval)on <date>",
-4.837415051548647),
("hourday", -4.385429927805589),
("dayhour", -3.227977139114546),
("Martin Luther King's Dayyear (latent)", -5.684712911935851),
("Shemini Atzeretyear (latent)", -6.090178020044014),
("daymonth", -5.17388728816986),
("monthday", -5.684712911935851),
("monthyear", -4.29841855081596),
("Yom Ha'atzmautyear (latent)", -6.090178020044014),
("Vijayadashamiyear (latent)", -6.090178020044014),
-4.848676431821186),
("hourday", -4.396691308078129),
("dayhour", -3.239238519387085),
("Martin Luther King's Dayyear (latent)", -5.69597429220839),
("Shemini Atzeretyear (latent)", -6.101439400316553),
("daymonth", -5.185148668442399),
("monthday", -5.69597429220839),
("monthyear", -4.309679931088499),
("Yom Ha'atzmautyear (latent)", -6.101439400316553),
("Vijayadashamiyear (latent)", -6.101439400316553),
("Administrative Professionals' Dayyear (latent)",
-5.684712911935851),
("Thanksgiving Dayyear (latent)", -4.991565731375905),
("Thai Pongalyear (latent)", -5.397030839484069),
("Thiru Onamyear (latent)", -5.397030839484069),
("Tuesdaythe <day-of-month> (ordinal)", -6.090178020044014),
-5.69597429220839),
("Thanksgiving Dayyear (latent)", -5.002827111648444),
("Thai Pongalyear (latent)", -5.408292219756609),
("Thiru Onamyear (latent)", -5.408292219756609),
("Tuesdaythe <day-of-month> (ordinal)", -6.101439400316553),
("from <datetime> - <datetime> (interval)July",
-6.090178020044014),
("houryear", -5.397030839484069),
-6.101439400316553),
("houryear", -5.408292219756609),
("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-6.090178020044014),
("Christmas<time-of-day> am|pm", -6.090178020044014),
-6.101439400316553),
("Christmas<time-of-day> am|pm", -6.101439400316553),
("last <day-of-week> of <time>year (latent)",
-6.090178020044014),
-6.101439400316553),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.397030839484069),
("<time-of-day> am|pmintersect", -4.837415051548647),
("Earth Houryear (latent)", -6.090178020044014),
("Family Dayyear (latent)", -5.17388728816986),
("Octoberyear (latent)", -4.586100623267741),
("intersect<time-of-day> am|pm", -6.090178020044014),
("Mattu Pongalyear (latent)", -6.090178020044014),
("Shavuotyear (latent)", -6.090178020044014),
-5.408292219756609),
("<time-of-day> am|pmintersect", -4.848676431821186),
("Earth Houryear (latent)", -6.101439400316553),
("Family Dayyear (latent)", -5.185148668442399),
("Octoberyear (latent)", -4.59736200354028),
("intersect<time-of-day> am|pm", -6.101439400316553),
("Mattu Pongalyear (latent)", -6.101439400316553),
("Shavuotyear (latent)", -6.101439400316553),
("at <time-of-day>in|within|after <duration>",
-6.090178020044014),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.090178020044014),
-6.101439400316553),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.101439400316553),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.684712911935851),
("Marchyear (latent)", -6.090178020044014),
("Sukkotyear (latent)", -5.684712911935851),
-5.69597429220839),
("Marchyear (latent)", -6.101439400316553),
("Sukkotyear (latent)", -5.69597429220839),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-6.090178020044014),
("Clean Mondayyear (latent)", -5.684712911935851),
("monthhour", -5.684712911935851),
("todayat <time-of-day>", -6.090178020044014),
("Thursday<time> timezone", -4.144267870988702),
("from|since|after <time>December", -6.090178020044014),
-6.101439400316553),
("Clean Mondayyear (latent)", -5.69597429220839),
("monthhour", -5.69597429220839),
("todayat <time-of-day>", -6.101439400316553),
("Thursday<time> timezone", -4.155529251261241),
("from|since|after <time>December", -6.101439400316553),
("this <time>hh(:mm) - <time-of-day> am|pm",
-6.090178020044014),
("yyyy-mm-ddhh:mm:ss", -5.684712911935851),
("dayday", -4.07527499950175),
("<time> <part-of-day>at <time-of-day>", -6.090178020044014),
("mm/ddat <time-of-day>", -6.090178020044014),
("tonightat <time-of-day>", -6.090178020044014),
-6.101439400316553),
("yyyy-mm-ddhh:mm:ss", -5.69597429220839),
("dayday", -4.086536379774289),
("<time> <part-of-day>at <time-of-day>", -6.101439400316553),
("mm/ddat <time-of-day>", -6.101439400316553),
("tonightat <time-of-day>", -6.101439400316553),
("<time-of-day> am|pmabsorption of , after named day",
-5.397030839484069),
("today<time-of-day> am|pm", -6.090178020044014),
("Februarythe <day-of-month> (ordinal)", -5.684712911935851),
("at <time-of-day><time> <part-of-day>", -6.090178020044014),
("mm/dd<time-of-day> am|pm", -6.090178020044014),
("hourhour", -4.837415051548647),
("<time-of-day> am|pmon <date>", -4.07527499950175),
("Navaratriin|during <named-month>|year", -6.090178020044014),
("National Patriots' Dayyear (latent)", -5.397030839484069),
("Wednesdaythis|last|next <cycle>", -6.090178020044014),
("Lentyear (latent)", -6.090178020044014),
-5.408292219756609),
("today<time-of-day> am|pm", -6.101439400316553),
("Februarythe <day-of-month> (ordinal)", -5.69597429220839),
("at <time-of-day><time> <part-of-day>", -6.101439400316553),
("mm/dd<time-of-day> am|pm", -6.101439400316553),
("hourhour", -4.848676431821186),
("<time-of-day> am|pmon <date>", -4.086536379774289),
("Navaratriin|during <named-month>|year", -6.101439400316553),
("National Patriots' Dayyear (latent)", -5.408292219756609),
("Wednesdaythis|last|next <cycle>", -6.101439400316553),
("Lentyear (latent)", -6.101439400316553),
("intersect<named-month> <day-of-month> (non ordinal)",
-4.586100623267741),
("Boghiyear (latent)", -6.090178020044014),
("dayyear", -1.9312949366843428),
("Thursdayfrom|since|after <time>", -5.684712911935851),
-4.59736200354028),
("Boghiyear (latent)", -6.101439400316553),
("dayyear", -1.9117846582901281),
("Thursdayfrom|since|after <time>", -5.69597429220839),
("<time-of-day> o'clockin|during the <part-of-day>",
-6.090178020044014),
("Thursdayat <time-of-day>", -5.397030839484069),
("Islamic New Yearyear (latent)", -5.684712911935851),
("Laylat al-Qadryear (latent)", -5.17388728816986),
("Discovery Dayyear (latent)", -5.684712911935851),
("Shrove Tuesdayyear (latent)", -6.090178020044014),
-6.101439400316553),
("Thursdayat <time-of-day>", -5.408292219756609),
("Islamic New Yearyear (latent)", -5.69597429220839),
("Laylat al-Qadryear (latent)", -5.185148668442399),
("Discovery Dayyear (latent)", -5.69597429220839),
("Shrove Tuesdayyear (latent)", -6.101439400316553),
("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-5.397030839484069),
("<time-of-day> am|pmtomorrow", -5.397030839484069),
("Yom Kippuryear (latent)", -6.090178020044014),
("<part-of-day> of <time>year (latent)", -6.090178020044014),
("minutehour", -5.17388728816986),
("Kaanum Pongalyear (latent)", -5.684712911935851),
("Maha Saptamiyear (latent)", -6.090178020044014),
-5.408292219756609),
("<time-of-day> am|pmtomorrow", -5.408292219756609),
("Yom Kippuryear (latent)", -6.101439400316553),
("<part-of-day> of <time>year (latent)", -6.101439400316553),
("minutehour", -5.185148668442399),
("Kaanum Pongalyear (latent)", -5.69597429220839),
("Maha Saptamiyear (latent)", -6.101439400316553),
("at <time-of-day>in|during the <part-of-day>",
-5.684712911935851),
-5.69597429220839),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-4.385429927805589),
("for <duration> from <time>December", -6.090178020044014),
("tomorrow<time-of-day> sharp|exactly", -6.090178020044014),
-4.396691308078129),
("for <duration> from <time>December", -6.101439400316553),
("tomorrow<time-of-day> sharp|exactly", -6.101439400316553),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.17388728816986),
-5.185148668442399),
("on <date><named-month> <day-of-month> (non ordinal)",
-5.684712911935851),
("Pentecostyear (latent)", -6.090178020044014),
-5.69597429220839),
("Pentecostyear (latent)", -6.101439400316553),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.17388728816986),
("Eid al-Fitryear (latent)", -6.090178020044014),
-5.185148668442399),
("Eid al-Fitryear (latent)", -6.101439400316553),
("Vasant Panchamiin|during <named-month>|year",
-6.090178020044014),
("Mondayin|during the <part-of-day>", -6.090178020044014),
("Chhathin|during <named-month>|year", -6.090178020044014),
("Diwaliin|during <named-month>|year", -6.090178020044014),
("Raksha Bandhanyear (latent)", -6.090178020044014),
("daysecond", -5.684712911935851),
-6.101439400316553),
("Mondayin|during the <part-of-day>", -6.101439400316553),
("Chhathin|during <named-month>|year", -6.101439400316553),
("Diwaliin|during <named-month>|year", -6.101439400316553),
("Vaisakhiin|during <named-month>|year", -6.101439400316553),
("Raksha Bandhanyear (latent)", -6.101439400316553),
("daysecond", -5.69597429220839),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-5.684712911935851),
("Ashurayear (latent)", -6.090178020044014),
("Tuesdayin|during <named-month>|year", -6.090178020044014),
("Chinese New Yearyear (latent)", -6.090178020044014),
("Lag BaOmeryear (latent)", -6.090178020044014),
-5.69597429220839),
("Ashurayear (latent)", -6.101439400316553),
("Tuesdayin|during <named-month>|year", -6.101439400316553),
("Chinese New Yearyear (latent)", -6.101439400316553),
("Lag BaOmeryear (latent)", -6.101439400316553),
("last weekend of <named-month>year (latent)",
-6.090178020044014),
("Eid al-Adhayear (latent)", -5.17388728816986),
("intersectin|during the <part-of-day>", -6.090178020044014),
("Palm Sundayyear (latent)", -6.090178020044014),
("Christmasat <time-of-day>", -6.090178020044014),
("Passoveryear (latent)", -6.090178020044014),
("Lazarus Saturdayyear (latent)", -6.090178020044014),
-6.101439400316553),
("Eid al-Adhayear (latent)", -5.185148668442399),
("intersectin|during the <part-of-day>", -6.101439400316553),
("Palm Sundayyear (latent)", -6.101439400316553),
("Christmasat <time-of-day>", -6.101439400316553),
("Passoveryear (latent)", -6.101439400316553),
("Lazarus Saturdayyear (latent)", -6.101439400316553),
("<day-of-month> (ordinal or number) <named-month>year (latent)",
-6.090178020044014),
("Yom HaShoahyear (latent)", -5.684712911935851),
-6.101439400316553),
("Yom HaShoahyear (latent)", -5.69597429220839),
("Thursday<datetime> - <datetime> (interval)",
-5.684712911935851),
-5.69597429220839),
("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
-6.090178020044014),
("Septemberyear (latent)", -5.684712911935851),
-6.101439400316553),
("Septemberyear (latent)", -5.69597429220839),
("Thursday<time-of-day> - <time-of-day> (interval)",
-4.837415051548647),
("Halloweenyear (latent)", -6.090178020044014),
-4.848676431821186),
("Halloweenyear (latent)", -6.101439400316553),
("<ordinal> last <cycle> of <time>year (latent)",
-5.684712911935851),
-5.69597429220839),
("from <time-of-day> - <time-of-day> (interval)on <date>",
-5.397030839484069),
-5.408292219756609),
("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
-6.090178020044014),
("at <time-of-day>intersect", -5.684712911935851),
("Rosh Hashanahyear (latent)", -5.397030839484069),
("Dhanterasyear (latent)", -6.090178020044014),
("Tu BiShvatyear (latent)", -6.090178020044014),
("Holiyear (latent)", -5.397030839484069),
-6.101439400316553),
("at <time-of-day>intersect", -5.69597429220839),
("Rosh Hashanahyear (latent)", -5.408292219756609),
("Dhanterasyear (latent)", -6.101439400316553),
("Tu BiShvatyear (latent)", -6.101439400316553),
("Holiyear (latent)", -5.408292219756609),
("<time-of-day> - <time-of-day> (interval)tomorrow",
-6.090178020044014),
("Holika Dahanyear (latent)", -5.397030839484069),
-6.101439400316553),
("Holika Dahanyear (latent)", -5.408292219756609),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-6.090178020044014),
("dayminute", -3.349337996118814),
("Mawlidyear (latent)", -6.090178020044014),
-6.101439400316553),
("dayminute", -3.360599376391353),
("Mawlidyear (latent)", -6.101439400316553),
("from <datetime> - <datetime> (interval)on <date>",
-5.684712911935851),
-5.69597429220839),
("<datetime> - <datetime> (interval)tomorrow",
-6.090178020044014),
("Jumu'atul-Widayear (latent)", -5.17388728816986),
("minuteday", -2.452591860317629),
-6.101439400316553),
("Jumu'atul-Widayear (latent)", -5.185148668442399),
("minuteday", -2.463853240590168),
("absorption of , after named dayintersect",
-6.090178020044014),
("Orthodox Easter Sundayyear (latent)", -6.090178020044014),
-6.101439400316553),
("Orthodox Easter Sundayyear (latent)", -6.101439400316553),
("<ordinal> <cycle> of <time>year (latent)",
-6.090178020044014),
-6.101439400316553),
("the <day-of-month> (ordinal)in|during the <part-of-day>",
-6.090178020044014),
("Boss's Dayyear (latent)", -5.684712911935851),
("Global Youth Service Dayyear (latent)", -6.090178020044014),
("Dhanterasin|during <named-month>|year", -6.090178020044014),
("Tisha B'Avyear (latent)", -6.090178020044014),
("Isra and Mi'rajyear (latent)", -5.17388728816986),
-6.101439400316553),
("Boss's Dayyear (latent)", -5.69597429220839),
("Global Youth Service Dayyear (latent)", -6.101439400316553),
("Dhanterasin|during <named-month>|year", -6.101439400316553),
("Tisha B'Avyear (latent)", -6.101439400316553),
("Isra and Mi'rajyear (latent)", -5.185148668442399),
("at <time-of-day>absorption of , after named day",
-6.090178020044014),
("Christmasyear (latent)", -5.684712911935851),
("Naraka Chaturdashiyear (latent)", -5.684712911935851),
("at <time-of-day>on <date>", -4.991565731375905),
("Thai Pongalin|during <named-month>|year", -6.090178020044014),
-6.101439400316553),
("Christmasyear (latent)", -5.69597429220839),
("Naraka Chaturdashiyear (latent)", -5.69597429220839),
("at <time-of-day>on <date>", -5.002827111648444),
("Thai Pongalin|during <named-month>|year", -6.101439400316553),
("between <time-of-day> and <time-of-day> (interval)on <date>",
-4.480740107609915),
("dayweek", -6.090178020044014),
("Easter Sundayyear (latent)", -5.397030839484069),
("Labour Dayyear (latent)", -6.090178020044014),
("weekyear", -4.991565731375905),
("hh:mmin|during the <part-of-day>", -5.397030839484069),
-4.492001487882454),
("dayweek", -6.101439400316553),
("Easter Sundayyear (latent)", -5.408292219756609),
("Labour Dayyear (latent)", -6.101439400316553),
("weekyear", -5.002827111648444),
("hh:mmin|during the <part-of-day>", -5.408292219756609),
("<cycle> after|before <time><time-of-day> am|pm",
-5.684712911935851),
("Hanukkahyear (latent)", -5.397030839484069),
("February<time> <part-of-day>", -6.090178020044014),
("Great Lentyear (latent)", -6.090178020044014),
("tomorrowat <time-of-day>", -5.397030839484069),
("between <time> and <time>on <date>", -4.480740107609915),
-5.69597429220839),
("Hanukkahyear (latent)", -5.408292219756609),
("February<time> <part-of-day>", -6.101439400316553),
("Great Lentyear (latent)", -6.101439400316553),
("tomorrowat <time-of-day>", -5.408292219756609),
("between <time> and <time>on <date>", -4.492001487882454),
("Vaisakhiyear (latent)", -5.408292219756609),
("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-6.090178020044014),
("last <cycle> of <time>year (latent)", -5.397030839484069),
("at <time-of-day>tomorrow", -5.684712911935851),
("tomorrow<time-of-day> am|pm", -6.090178020044014),
-6.101439400316553),
("last <cycle> of <time>year (latent)", -5.408292219756609),
("at <time-of-day>tomorrow", -5.69597429220839),
("tomorrow<time-of-day> am|pm", -6.101439400316553),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-6.090178020044014),
("Diwaliyear (latent)", -6.090178020044014),
("Black Fridayyear (latent)", -5.684712911935851),
-6.101439400316553),
("Diwaliyear (latent)", -6.101439400316553),
("Black Fridayyear (latent)", -5.69597429220839),
("the <ordinal> last <cycle> of <time>year (latent)",
-6.090178020044014),
-6.101439400316553),
("in|during the <part-of-day>at <time-of-day>",
-6.090178020044014),
("Chhathyear (latent)", -5.684712911935851),
("Vasant Panchamiyear (latent)", -6.090178020044014),
("Thursday<time> (timezone)", -6.090178020044014),
-6.101439400316553),
("Chhathyear (latent)", -5.69597429220839),
("Vasant Panchamiyear (latent)", -6.101439400316553),
("Thursday<time> (timezone)", -6.101439400316553),
("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-6.090178020044014),
("Februaryintersect", -6.090178020044014),
("Mother's Dayyear (latent)", -6.090178020044014),
("Simchat Torahyear (latent)", -6.090178020044014),
("Victoria Dayyear (latent)", -5.684712911935851),
("minuteyear", -6.090178020044014)],
n = 331},
-6.101439400316553),
("Februaryintersect", -6.101439400316553),
("Mother's Dayyear (latent)", -6.101439400316553),
("Simchat Torahyear (latent)", -6.101439400316553),
("Victoria Dayyear (latent)", -5.69597429220839),
("minuteyear", -6.101439400316553)],
n = 335},
koData =
ClassData{prior = -1.0020860920371413, unseen = -6.406879986069314,
ClassData{prior = -1.0097051765135807, unseen = -6.410174881966167,
likelihoods =
HashMap.fromList
[("<time-of-day> - <time-of-day> (interval)on <date>",
-4.795790545596741),
("hourday", -4.795790545596741),
("dayhour", -3.0379326280443673),
("Tuesdayfrom|since|after <time>", -5.7120812774708964),
("daymonth", -3.6971782569286313),
("monthyear", -4.459318308975528),
("<time-of-day> am|pmyear (latent)", -5.306616169362732),
("Thai Pongalyear (latent)", -5.018934096910951),
("intersecthh:mm", -5.7120812774708964),
-4.799090878625398),
("hourday", -4.799090878625398),
("dayhour", -3.041232961073024),
("Tuesdayfrom|since|after <time>", -5.715381610499553),
("daymonth", -3.7004785899572883),
("monthyear", -4.462618642004185),
("<time-of-day> am|pmyear (latent)", -5.309916502391388),
("Thai Pongalyear (latent)", -5.022234429939608),
("intersecthh:mm", -5.715381610499553),
("from <datetime> - <datetime> (interval)July",
-5.7120812774708964),
("houryear", -4.795790545596741),
-5.715381610499553),
("houryear", -4.799090878625398),
("from <time-of-day> - <time-of-day> (interval)July",
-5.7120812774708964),
-5.715381610499553),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.018934096910951),
("<time-of-day> am|pmintersect", -4.459318308975528),
("until <time>on <date>", -5.018934096910951),
("Octoberyear (latent)", -5.7120812774708964),
-5.022234429939608),
("<time-of-day> am|pmintersect", -4.462618642004185),
("until <time>on <date>", -5.022234429939608),
("Octoberyear (latent)", -5.715381610499553),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.018934096910951),
-5.022234429939608),
("about|exactly <time-of-day>year (latent)",
-5.7120812774708964),
("absorption of , after named dayJuly", -5.306616169362732),
("from|since|after <time>July", -5.7120812774708964),
-5.715381610499553),
("absorption of , after named dayJuly", -5.309916502391388),
("from|since|after <time>July", -5.715381610499553),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-4.795790545596741),
("Clean Mondayyear (latent)", -5.7120812774708964),
("monthhour", -5.7120812774708964),
("hourmonth", -4.795790545596741),
("todayat <time-of-day>", -5.7120812774708964),
("from|since|after <time>December", -5.7120812774708964),
-4.799090878625398),
("Clean Mondayyear (latent)", -5.715381610499553),
("monthhour", -5.715381610499553),
("hourmonth", -4.799090878625398),
("todayat <time-of-day>", -5.715381610499553),
("from|since|after <time>December", -5.715381610499553),
("from|since|after <time><time-of-day> am|pm",
-5.7120812774708964),
("Mondayyear (latent)", -5.018934096910951),
("dayday", -5.306616169362732),
("mm/ddat <time-of-day>", -5.306616169362732),
("<time-of-day> am|pmon <date>", -4.459318308975528),
("dayyear", -2.8217095195747315),
("Thursdaymm/dd", -5.7120812774708964),
("New Year's Dayyear (latent)", -5.306616169362732),
("Thursdayfrom|since|after <time>", -4.007333185232471),
("Thursdayat <time-of-day>", -4.102643365036796),
-5.715381610499553),
("Mondayyear (latent)", -5.022234429939608),
("dayday", -5.309916502391388),
("mm/ddat <time-of-day>", -5.309916502391388),
("<time-of-day> am|pmon <date>", -4.462618642004185),
("dayyear", -2.8250098526033884),
("Thursdaymm/dd", -5.715381610499553),
("New Year's Dayyear (latent)", -5.309916502391388),
("Thursdayfrom|since|after <time>", -4.010633518261128),
("Thursdayat <time-of-day>", -4.1059436980654525),
("<integer> to|till|before <hour-of-day>September",
-5.7120812774708964),
("Aprilyear (latent)", -5.7120812774708964),
("monthminute", -5.7120812774708964),
("<time-of-day> am|pmtomorrow", -5.7120812774708964),
("Thursdayhh:mm", -4.795790545596741),
("minutemonth", -3.920321808242841),
("Augustyear (latent)", -5.306616169362732),
-5.715381610499553),
("Aprilyear (latent)", -5.715381610499553),
("monthminute", -5.715381610499553),
("<time-of-day> am|pmtomorrow", -5.715381610499553),
("Thursdayhh:mm", -4.799090878625398),
("minutemonth", -3.923622141271498),
("Augustyear (latent)", -5.309916502391388),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.306616169362732),
-5.309916502391388),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.306616169362732),
("week-endin|during <named-month>|year", -5.7120812774708964),
-5.309916502391388),
("week-endin|during <named-month>|year", -5.715381610499553),
("mm/dd<time-of-day> - <time-of-day> (interval)",
-5.306616169362732),
-5.309916502391388),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-5.7120812774708964),
("Sundayyear (latent)", -4.795790545596741),
("Christmasat <time-of-day>", -5.7120812774708964),
("from|since|after <time>year (latent)", -4.613468988802786),
-5.715381610499553),
("Sundayyear (latent)", -4.799090878625398),
("Christmasat <time-of-day>", -5.715381610499553),
("from|since|after <time>year (latent)", -4.616769321831443),
("<duration> after|before|from <time>December",
-5.7120812774708964),
("yesterday<time-of-day> am|pm", -5.7120812774708964),
-5.715381610499553),
("yesterday<time-of-day> am|pm", -5.715381610499553),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-5.7120812774708964),
("mm/ddyear (latent)", -5.7120812774708964),
-5.715381610499553),
("mm/ddyear (latent)", -5.715381610499553),
("Thursday<time-of-day> - <time-of-day> (interval)",
-5.018934096910951),
-5.022234429939608),
("in|during <named-month>|yearyear (latent)",
-5.7120812774708964),
("at <time-of-day>intersect", -5.306616169362732),
("hh:mmyear (latent)", -4.613468988802786),
("Holiyear (latent)", -5.7120812774708964),
("until <time><time-of-day> am|pm", -5.7120812774708964),
-5.715381610499553),
("at <time-of-day>intersect", -5.309916502391388),
("hh:mmyear (latent)", -4.616769321831443),
("Holiyear (latent)", -5.715381610499553),
("until <time><time-of-day> am|pm", -5.715381610499553),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.7120812774708964),
("dayminute", -2.939492555231115),
("yyyy-mm-ddhh:mm", -5.306616169362732),
("intersectSeptember", -4.208003880694622),
("minuteday", -2.644028342337279),
-5.715381610499553),
("dayminute", -2.942792888259772),
("yyyy-mm-ddhh:mm", -5.309916502391388),
("intersectSeptember", -4.211304213723279),
("minuteday", -2.647328675365936),
("absorption of , after named dayintersect",
-5.7120812774708964),
("Februaryin|during the <part-of-day>", -5.7120812774708964),
("hh:mmon <date>", -3.6971782569286313),
("Saturdayyear (latent)", -5.7120812774708964),
("from|since|after <time>on <date>", -4.795790545596741),
-5.715381610499553),
("Februaryin|during the <part-of-day>", -5.715381610499553),
("hh:mmon <date>", -3.7004785899572883),
("Saturdayyear (latent)", -5.715381610499553),
("from|since|after <time>on <date>", -4.799090878625398),
("absorption of , after named daySeptember",
-4.795790545596741),
("Naraka Chaturdashiyear (latent)", -5.7120812774708964),
("on <date>September", -5.306616169362732),
("at <time-of-day>on <date>", -5.306616169362732),
("dayweek", -5.7120812774708964),
("Easter Sundayyear (latent)", -5.306616169362732),
("Thursday<time-of-day> am|pm", -4.459318308975528),
("weekyear", -5.306616169362732),
-4.799090878625398),
("Naraka Chaturdashiyear (latent)", -5.715381610499553),
("on <date>September", -5.309916502391388),
("at <time-of-day>on <date>", -5.309916502391388),
("dayweek", -5.715381610499553),
("Easter Sundayyear (latent)", -5.309916502391388),
("Thursday<time-of-day> am|pm", -4.462618642004185),
("weekyear", -5.309916502391388),
("<named-month> <day-of-month> (non ordinal)until <time>",
-5.7120812774708964),
-5.715381610499553),
("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-5.306616169362732),
-5.309916502391388),
("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-5.018934096910951),
("Sundayfrom|since|after <time>", -5.7120812774708964),
("absorption of , after named dayFebruary", -4.795790545596741),
-5.022234429939608),
("Sundayfrom|since|after <time>", -5.715381610499553),
("absorption of , after named dayFebruary", -4.799090878625398),
("July<integer> to|till|before <hour-of-day>",
-5.7120812774708964),
("tomorrowat <time-of-day>", -5.7120812774708964),
-5.715381610499553),
("tomorrowat <time-of-day>", -5.715381610499553),
("<integer> to|till|before <hour-of-day>July",
-5.7120812774708964),
("last <cycle> of <time>year (latent)", -5.306616169362732),
("tomorrow<time-of-day> am|pm", -5.7120812774708964),
-5.715381610499553),
("last <cycle> of <time>year (latent)", -5.309916502391388),
("tomorrow<time-of-day> am|pm", -5.715381610499553),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-5.018934096910951),
("Diwaliyear (latent)", -5.306616169362732),
-5.022234429939608),
("Diwaliyear (latent)", -5.309916502391388),
("<time-of-day> - <time-of-day> (interval)July",
-5.7120812774708964),
("Fridayyear (latent)", -5.306616169362732),
("minuteyear", -4.459318308975528)],
-5.715381610499553),
("Fridayyear (latent)", -5.309916502391388),
("minuteyear", -4.462618642004185)],
n = 192}}),
("one eleven",
Classifier{okData =
@ -1397,14 +1399,15 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -0.1383584333728385, unseen = -5.075173815233827,
ClassData{prior = -0.13510248485656381,
unseen = -5.099866427824199,
likelihoods =
HashMap.fromList
[("integer (numeric)", -3.846628082779605e-2),
("intersect 2 numbers", -3.6826098411003407)],
n = 155},
[("integer (numeric)", -3.7504395458454284e-2),
("intersect 2 numbers", -3.7074558396868715)],
n = 159},
koData =
ClassData{prior = -2.0462893343629354, unseen = -3.332204510175204,
ClassData{prior = -2.068512471147646, unseen = -3.332204510175204,
likelihoods =
HashMap.fromList
[("integer (numeric)", -1.2163953243244932),
@ -3172,6 +3175,13 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Vaisakhi",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("right now",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,

View File

@ -75,10 +75,10 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.6433856710008815, unseen = -5.739792912179234,
likelihoods = HashMap.fromList [("", 0.0)], n = 309},
ClassData{prior = -0.6373034443438524, unseen = -5.752572638825633,
likelihoods = HashMap.fromList [("", 0.0)], n = 313},
koData =
ClassData{prior = -0.7455151660772612, unseen = -5.638354669333745,
ClassData{prior = -0.7522948530626401, unseen = -5.638354669333745,
likelihoods = HashMap.fromList [("", 0.0)], n = 279}}),
("<year> (bc|ad)",
Classifier{okData =
@ -537,17 +537,18 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("in|during <named-month>|year",
Classifier{okData =
ClassData{prior = -0.2578291093020998, unseen = -3.713572066704308,
ClassData{prior = -0.24512245803298496,
unseen = -3.7612001156935624,
likelihoods =
HashMap.fromList
[("<year> (bc|ad)", -1.8971199848858813),
("October", -2.995732273553991),
("year (latent)", -1.3862943611198906),
("year", -0.9808292530117262), ("March", -2.5902671654458267),
("month", -2.3025850929940455)],
n = 17},
[("<year> (bc|ad)", -1.9459101490553135),
("October", -3.044522437723423),
("year (latent)", -1.3397743454849977),
("year", -0.9650808960435872), ("March", -2.639057329615259),
("month", -2.3513752571634776)],
n = 18},
koData =
ClassData{prior = -1.4816045409242156, unseen = -2.833213344056216,
ClassData{prior = -1.5260563034950494, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("October", -1.6739764335716716),
@ -821,345 +822,350 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.4746656423515469, unseen = -6.756932389247553,
ClassData{prior = -0.4700036292457356, unseen = -6.76849321164863,
likelihoods =
HashMap.fromList
[("Navaratriyear (latent)", -6.06262174142431),
("Father's Dayyear (latent)", -6.06262174142431),
("Ramadanyear (latent)", -6.06262174142431),
[("Navaratriyear (latent)", -6.074195944705447),
("Father's Dayyear (latent)", -6.074195944705447),
("Ramadanyear (latent)", -6.074195944705447),
("<datetime> - <datetime> (interval)on <date>",
-4.809858772928942),
("Bhai Doojyear (latent)", -6.06262174142431),
-4.821432976210079),
("Bhai Doojyear (latent)", -6.074195944705447),
("<time-of-day> - <time-of-day> (interval)on <date>",
-4.809858772928942),
("hourday", -4.357873649185885),
("dayhour", -3.200420860494842),
("Martin Luther King's Dayyear (latent)", -5.657156633316146),
("Shemini Atzeretyear (latent)", -6.06262174142431),
("daymonth", -5.146331009550155),
("monthday", -5.657156633316146),
("monthyear", -4.270862272196255),
("Yom Ha'atzmautyear (latent)", -6.06262174142431),
("Vijayadashamiyear (latent)", -6.06262174142431),
("Thanksgiving Dayyear (latent)", -4.9640094527562),
("Thai Pongalyear (latent)", -5.369474560864365),
("Thiru Onamyear (latent)", -5.369474560864365),
("Tuesdaythe <day-of-month> (ordinal)", -6.06262174142431),
-4.821432976210079),
("hourday", -4.3694478524670215),
("dayhour", -3.211995063775978),
("Martin Luther King's Dayyear (latent)", -5.668730836597282),
("Shemini Atzeretyear (latent)", -6.074195944705447),
("daymonth", -5.157905212831292),
("monthday", -5.668730836597282),
("monthyear", -4.282436475477391),
("Yom Ha'atzmautyear (latent)", -6.074195944705447),
("Vijayadashamiyear (latent)", -6.074195944705447),
("Thanksgiving Dayyear (latent)", -4.975583656037337),
("Thai Pongalyear (latent)", -5.381048764145501),
("Thiru Onamyear (latent)", -5.381048764145501),
("Tuesdaythe <day-of-month> (ordinal)", -6.074195944705447),
("from <datetime> - <datetime> (interval)July",
-6.06262174142431),
("houryear", -5.369474560864365),
-6.074195944705447),
("houryear", -5.381048764145501),
("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-6.06262174142431),
("Christmas<time-of-day> am|pm", -6.06262174142431),
-6.074195944705447),
("Christmas<time-of-day> am|pm", -6.074195944705447),
("last <day-of-week> of <time>year (latent)",
-6.06262174142431),
-6.074195944705447),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.369474560864365),
("<time-of-day> am|pmintersect", -4.809858772928942),
("Earth Houryear (latent)", -6.06262174142431),
("Octoberyear (latent)", -4.558544344648036),
("intersect<time-of-day> am|pm", -6.06262174142431),
("Mattu Pongalyear (latent)", -6.06262174142431),
("Shavuotyear (latent)", -6.06262174142431),
-5.381048764145501),
("<time-of-day> am|pmintersect", -4.821432976210079),
("Earth Houryear (latent)", -6.074195944705447),
("Octoberyear (latent)", -4.570118547929173),
("intersect<time-of-day> am|pm", -6.074195944705447),
("Mattu Pongalyear (latent)", -6.074195944705447),
("Shavuotyear (latent)", -6.074195944705447),
("at <time-of-day>in|within|after <duration>",
-6.06262174142431),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.06262174142431),
-6.074195944705447),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.074195944705447),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.657156633316146),
("Marchyear (latent)", -6.06262174142431),
("Sukkotyear (latent)", -5.657156633316146),
-5.668730836597282),
("Marchyear (latent)", -6.074195944705447),
("Sukkotyear (latent)", -5.668730836597282),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-6.06262174142431),
("Clean Mondayyear (latent)", -5.657156633316146),
("monthhour", -5.657156633316146),
("todayat <time-of-day>", -6.06262174142431),
("Thursday<time> timezone", -4.116711592368997),
("from|since|after <time>December", -6.06262174142431),
("dd/mm<time-of-day> am|pm", -6.06262174142431),
("this <time>hh(:mm) - <time-of-day> am|pm", -6.06262174142431),
("yyyy-mm-ddhh:mm:ss", -5.657156633316146),
("dayday", -4.047718720882045),
("dd/mmat <time-of-day>", -6.06262174142431),
("<time> <part-of-day>at <time-of-day>", -6.06262174142431),
("tonightat <time-of-day>", -6.06262174142431),
-6.074195944705447),
("Clean Mondayyear (latent)", -5.668730836597282),
("monthhour", -5.668730836597282),
("todayat <time-of-day>", -6.074195944705447),
("Thursday<time> timezone", -4.128285795650133),
("from|since|after <time>December", -6.074195944705447),
("dd/mm<time-of-day> am|pm", -6.074195944705447),
("this <time>hh(:mm) - <time-of-day> am|pm",
-6.074195944705447),
("yyyy-mm-ddhh:mm:ss", -5.668730836597282),
("dayday", -4.059292924163182),
("dd/mmat <time-of-day>", -6.074195944705447),
("<time> <part-of-day>at <time-of-day>", -6.074195944705447),
("tonightat <time-of-day>", -6.074195944705447),
("<time-of-day> am|pmabsorption of , after named day",
-5.369474560864365),
("today<time-of-day> am|pm", -6.06262174142431),
("Februarythe <day-of-month> (ordinal)", -5.657156633316146),
("at <time-of-day><time> <part-of-day>", -6.06262174142431),
("hourhour", -4.809858772928942),
("<time-of-day> am|pmon <date>", -4.047718720882045),
("Navaratriin|during <named-month>|year", -6.06262174142431),
("Wednesdaythis|last|next <cycle>", -6.06262174142431),
("Lentyear (latent)", -6.06262174142431),
-5.381048764145501),
("today<time-of-day> am|pm", -6.074195944705447),
("Februarythe <day-of-month> (ordinal)", -5.668730836597282),
("at <time-of-day><time> <part-of-day>", -6.074195944705447),
("hourhour", -4.821432976210079),
("<time-of-day> am|pmon <date>", -4.059292924163182),
("Navaratriin|during <named-month>|year", -6.074195944705447),
("Wednesdaythis|last|next <cycle>", -6.074195944705447),
("Lentyear (latent)", -6.074195944705447),
("intersect<named-month> <day-of-month> (non ordinal)",
-4.558544344648036),
("Boghiyear (latent)", -6.06262174142431),
("dayyear", -1.9850842975185905),
("Thursdayfrom|since|after <time>", -5.657156633316146),
-4.570118547929173),
("Boghiyear (latent)", -6.074195944705447),
("dayyear", -1.9633220805321354),
("Thursdayfrom|since|after <time>", -5.668730836597282),
("<time-of-day> o'clockin|during the <part-of-day>",
-6.06262174142431),
("Thursdayat <time-of-day>", -5.369474560864365),
("Islamic New Yearyear (latent)", -5.657156633316146),
("Laylat al-Qadryear (latent)", -5.146331009550155),
("Shrove Tuesdayyear (latent)", -6.06262174142431),
-6.074195944705447),
("Thursdayat <time-of-day>", -5.381048764145501),
("Islamic New Yearyear (latent)", -5.668730836597282),
("Laylat al-Qadryear (latent)", -5.157905212831292),
("Shrove Tuesdayyear (latent)", -6.074195944705447),
("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-5.369474560864365),
("<time-of-day> am|pmtomorrow", -5.369474560864365),
("Yom Kippuryear (latent)", -6.06262174142431),
("<part-of-day> of <time>year (latent)", -6.06262174142431),
("minutehour", -5.146331009550155),
("Kaanum Pongalyear (latent)", -5.657156633316146),
("Maha Saptamiyear (latent)", -6.06262174142431),
-5.381048764145501),
("<time-of-day> am|pmtomorrow", -5.381048764145501),
("Yom Kippuryear (latent)", -6.074195944705447),
("<part-of-day> of <time>year (latent)", -6.074195944705447),
("minutehour", -5.157905212831292),
("Kaanum Pongalyear (latent)", -5.668730836597282),
("Maha Saptamiyear (latent)", -6.074195944705447),
("at <time-of-day>in|during the <part-of-day>",
-5.657156633316146),
-5.668730836597282),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-4.357873649185885),
("for <duration> from <time>December", -6.06262174142431),
("tomorrow<time-of-day> sharp|exactly", -6.06262174142431),
-4.3694478524670215),
("for <duration> from <time>December", -6.074195944705447),
("tomorrow<time-of-day> sharp|exactly", -6.074195944705447),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.146331009550155),
-5.157905212831292),
("on <date><named-month> <day-of-month> (non ordinal)",
-5.657156633316146),
("Pentecostyear (latent)", -6.06262174142431),
-5.668730836597282),
("Pentecostyear (latent)", -6.074195944705447),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.146331009550155),
("Eid al-Fitryear (latent)", -6.06262174142431),
-5.157905212831292),
("Eid al-Fitryear (latent)", -6.074195944705447),
("Vasant Panchamiin|during <named-month>|year",
-6.06262174142431),
("Mondayin|during the <part-of-day>", -6.06262174142431),
("Chhathin|during <named-month>|year", -6.06262174142431),
("Diwaliin|during <named-month>|year", -6.06262174142431),
("Raksha Bandhanyear (latent)", -6.06262174142431),
("daysecond", -5.657156633316146),
-6.074195944705447),
("Mondayin|during the <part-of-day>", -6.074195944705447),
("Chhathin|during <named-month>|year", -6.074195944705447),
("Diwaliin|during <named-month>|year", -6.074195944705447),
("Vaisakhiin|during <named-month>|year", -6.074195944705447),
("Raksha Bandhanyear (latent)", -6.074195944705447),
("daysecond", -5.668730836597282),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-5.657156633316146),
("Ashurayear (latent)", -6.06262174142431),
("Tuesdayin|during <named-month>|year", -6.06262174142431),
("Chinese New Yearyear (latent)", -6.06262174142431),
("Lag BaOmeryear (latent)", -6.06262174142431),
-5.668730836597282),
("Ashurayear (latent)", -6.074195944705447),
("Tuesdayin|during <named-month>|year", -6.074195944705447),
("Chinese New Yearyear (latent)", -6.074195944705447),
("Lag BaOmeryear (latent)", -6.074195944705447),
("last weekend of <named-month>year (latent)",
-6.06262174142431),
("Eid al-Adhayear (latent)", -5.146331009550155),
("intersectin|during the <part-of-day>", -6.06262174142431),
("Palm Sundayyear (latent)", -6.06262174142431),
("Christmasat <time-of-day>", -6.06262174142431),
("Passoveryear (latent)", -6.06262174142431),
("Lazarus Saturdayyear (latent)", -6.06262174142431),
-6.074195944705447),
("Eid al-Adhayear (latent)", -5.157905212831292),
("intersectin|during the <part-of-day>", -6.074195944705447),
("Palm Sundayyear (latent)", -6.074195944705447),
("Christmasat <time-of-day>", -6.074195944705447),
("Passoveryear (latent)", -6.074195944705447),
("Lazarus Saturdayyear (latent)", -6.074195944705447),
("<day-of-month> (ordinal or number) <named-month>year (latent)",
-6.06262174142431),
("Yom HaShoahyear (latent)", -5.657156633316146),
-6.074195944705447),
("Yom HaShoahyear (latent)", -5.668730836597282),
("Thursday<datetime> - <datetime> (interval)",
-5.657156633316146),
-5.668730836597282),
("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
-6.06262174142431),
("Septemberyear (latent)", -5.657156633316146),
-6.074195944705447),
("Septemberyear (latent)", -5.668730836597282),
("Thursday<time-of-day> - <time-of-day> (interval)",
-4.809858772928942),
("Halloweenyear (latent)", -6.06262174142431),
-4.821432976210079),
("Halloweenyear (latent)", -6.074195944705447),
("<ordinal> last <cycle> of <time>year (latent)",
-5.657156633316146),
-5.668730836597282),
("from <time-of-day> - <time-of-day> (interval)on <date>",
-5.369474560864365),
-5.381048764145501),
("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
-6.06262174142431),
("at <time-of-day>intersect", -5.657156633316146),
("Rosh Hashanahyear (latent)", -5.369474560864365),
("Dhanterasyear (latent)", -6.06262174142431),
("Tu BiShvatyear (latent)", -6.06262174142431),
("Holiyear (latent)", -5.369474560864365),
-6.074195944705447),
("at <time-of-day>intersect", -5.668730836597282),
("Rosh Hashanahyear (latent)", -5.381048764145501),
("Dhanterasyear (latent)", -6.074195944705447),
("Tu BiShvatyear (latent)", -6.074195944705447),
("Holiyear (latent)", -5.381048764145501),
("<time-of-day> - <time-of-day> (interval)tomorrow",
-6.06262174142431),
("Holika Dahanyear (latent)", -5.369474560864365),
-6.074195944705447),
("Holika Dahanyear (latent)", -5.381048764145501),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-6.06262174142431),
("dayminute", -3.321781717499109),
("Mawlidyear (latent)", -6.06262174142431),
-6.074195944705447),
("dayminute", -3.333355920780246),
("Mawlidyear (latent)", -6.074195944705447),
("from <datetime> - <datetime> (interval)on <date>",
-5.657156633316146),
-5.668730836597282),
("<datetime> - <datetime> (interval)tomorrow",
-6.06262174142431),
("Jumu'atul-Widayear (latent)", -5.146331009550155),
("minuteday", -2.4250355816979243),
("absorption of , after named dayintersect", -6.06262174142431),
("Orthodox Easter Sundayyear (latent)", -6.06262174142431),
("<ordinal> <cycle> of <time>year (latent)", -6.06262174142431),
-6.074195944705447),
("Jumu'atul-Widayear (latent)", -5.157905212831292),
("minuteday", -2.436609784979061),
("absorption of , after named dayintersect",
-6.074195944705447),
("Orthodox Easter Sundayyear (latent)", -6.074195944705447),
("<ordinal> <cycle> of <time>year (latent)",
-6.074195944705447),
("the <day-of-month> (ordinal)in|during the <part-of-day>",
-6.06262174142431),
("Mothering Sundayyear (latent)", -5.657156633316146),
("Boss's Dayyear (latent)", -5.657156633316146),
("Global Youth Service Dayyear (latent)", -6.06262174142431),
("Dhanterasin|during <named-month>|year", -6.06262174142431),
("Tisha B'Avyear (latent)", -6.06262174142431),
("Isra and Mi'rajyear (latent)", -5.146331009550155),
-6.074195944705447),
("Mothering Sundayyear (latent)", -5.668730836597282),
("Boss's Dayyear (latent)", -5.668730836597282),
("Global Youth Service Dayyear (latent)", -6.074195944705447),
("Dhanterasin|during <named-month>|year", -6.074195944705447),
("Tisha B'Avyear (latent)", -6.074195944705447),
("Isra and Mi'rajyear (latent)", -5.157905212831292),
("at <time-of-day>absorption of , after named day",
-6.06262174142431),
("Christmasyear (latent)", -5.657156633316146),
("Naraka Chaturdashiyear (latent)", -5.657156633316146),
("at <time-of-day>on <date>", -4.9640094527562),
("Thai Pongalin|during <named-month>|year", -6.06262174142431),
-6.074195944705447),
("Christmasyear (latent)", -5.668730836597282),
("Naraka Chaturdashiyear (latent)", -5.668730836597282),
("at <time-of-day>on <date>", -4.975583656037337),
("Thai Pongalin|during <named-month>|year", -6.074195944705447),
("between <time-of-day> and <time-of-day> (interval)on <date>",
-4.45318382899021),
("dayweek", -6.06262174142431),
("Easter Sundayyear (latent)", -5.369474560864365),
("weekyear", -4.9640094527562),
("hh:mmin|during the <part-of-day>", -5.369474560864365),
-4.464758032271346),
("dayweek", -6.074195944705447),
("Easter Sundayyear (latent)", -5.381048764145501),
("weekyear", -4.975583656037337),
("hh:mmin|during the <part-of-day>", -5.381048764145501),
("<cycle> after|before <time><time-of-day> am|pm",
-5.657156633316146),
("Hanukkahyear (latent)", -5.369474560864365),
("February<time> <part-of-day>", -6.06262174142431),
("Great Lentyear (latent)", -6.06262174142431),
("tomorrowat <time-of-day>", -5.369474560864365),
("between <time> and <time>on <date>", -4.45318382899021),
-5.668730836597282),
("Hanukkahyear (latent)", -5.381048764145501),
("February<time> <part-of-day>", -6.074195944705447),
("Great Lentyear (latent)", -6.074195944705447),
("tomorrowat <time-of-day>", -5.381048764145501),
("between <time> and <time>on <date>", -4.464758032271346),
("Vaisakhiyear (latent)", -5.381048764145501),
("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-6.06262174142431),
("last <cycle> of <time>year (latent)", -5.369474560864365),
("at <time-of-day>tomorrow", -5.657156633316146),
("tomorrow<time-of-day> am|pm", -6.06262174142431),
-6.074195944705447),
("last <cycle> of <time>year (latent)", -5.381048764145501),
("at <time-of-day>tomorrow", -5.668730836597282),
("tomorrow<time-of-day> am|pm", -6.074195944705447),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-6.06262174142431),
("Diwaliyear (latent)", -6.06262174142431),
("Black Fridayyear (latent)", -5.657156633316146),
-6.074195944705447),
("Diwaliyear (latent)", -6.074195944705447),
("Black Fridayyear (latent)", -5.668730836597282),
("the <ordinal> last <cycle> of <time>year (latent)",
-6.06262174142431),
-6.074195944705447),
("in|during the <part-of-day>at <time-of-day>",
-6.06262174142431),
("Chhathyear (latent)", -5.657156633316146),
("Vasant Panchamiyear (latent)", -6.06262174142431),
("Thursday<time> (timezone)", -6.06262174142431),
-6.074195944705447),
("Chhathyear (latent)", -5.668730836597282),
("Vasant Panchamiyear (latent)", -6.074195944705447),
("Thursday<time> (timezone)", -6.074195944705447),
("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-6.06262174142431),
("August Bank Holidayyear (latent)", -5.369474560864365),
("Februaryintersect", -6.06262174142431),
("Simchat Torahyear (latent)", -6.06262174142431),
("minuteyear", -6.06262174142431)],
n = 321},
-6.074195944705447),
("August Bank Holidayyear (latent)", -5.381048764145501),
("Februaryintersect", -6.074195944705447),
("Simchat Torahyear (latent)", -6.074195944705447),
("minuteyear", -6.074195944705447)],
n = 325},
koData =
ClassData{prior = -0.9731072069178159, unseen = -6.410174881966167,
ClassData{prior = -0.9808292530117262, unseen = -6.413458957167357,
likelihoods =
HashMap.fromList
[("<time-of-day> - <time-of-day> (interval)on <date>",
-4.799090878625398),
("hourday", -4.799090878625398),
("dayhour", -3.041232961073024),
("Tuesdayfrom|since|after <time>", -5.715381610499553),
("daymonth", -3.7004785899572883),
("monthyear", -4.462618642004185),
("<time-of-day> am|pmyear (latent)", -5.309916502391388),
("Thai Pongalyear (latent)", -5.022234429939608),
("intersecthh:mm", -5.715381610499553),
-4.802380355275797),
("hourday", -4.802380355275797),
("dayhour", -3.044522437723423),
("Tuesdayfrom|since|after <time>", -5.718671087149952),
("daymonth", -3.703768066607687),
("monthyear", -4.465908118654584),
("<time-of-day> am|pmyear (latent)", -5.313205979041787),
("Thai Pongalyear (latent)", -5.025523906590006),
("intersecthh:mm", -5.718671087149952),
("from <datetime> - <datetime> (interval)July",
-5.715381610499553),
("houryear", -4.799090878625398),
-5.718671087149952),
("houryear", -4.802380355275797),
("from <time-of-day> - <time-of-day> (interval)July",
-5.715381610499553),
-5.718671087149952),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.022234429939608),
("<time-of-day> am|pmintersect", -4.462618642004185),
("until <time>on <date>", -5.022234429939608),
("Octoberyear (latent)", -5.715381610499553),
-5.025523906590006),
("<time-of-day> am|pmintersect", -4.465908118654584),
("until <time>on <date>", -5.025523906590006),
("Octoberyear (latent)", -5.718671087149952),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.022234429939608),
-5.025523906590006),
("about|exactly <time-of-day>year (latent)",
-5.715381610499553),
("absorption of , after named dayJuly", -5.309916502391388),
("from|since|after <time>July", -5.715381610499553),
-5.718671087149952),
("absorption of , after named dayJuly", -5.313205979041787),
("from|since|after <time>July", -5.718671087149952),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-4.799090878625398),
("Clean Mondayyear (latent)", -5.715381610499553),
("monthhour", -5.715381610499553),
("hourmonth", -4.799090878625398),
("todayat <time-of-day>", -5.715381610499553),
("Bank Holidayyear (latent)", -5.022234429939608),
("from|since|after <time>December", -5.715381610499553),
-4.802380355275797),
("Clean Mondayyear (latent)", -5.718671087149952),
("monthhour", -5.718671087149952),
("hourmonth", -4.802380355275797),
("todayat <time-of-day>", -5.718671087149952),
("Bank Holidayyear (latent)", -5.025523906590006),
("from|since|after <time>December", -5.718671087149952),
("from|since|after <time><time-of-day> am|pm",
-5.715381610499553),
("Mondayyear (latent)", -5.022234429939608),
("dayday", -5.309916502391388),
("dd/mmat <time-of-day>", -5.309916502391388),
("<time-of-day> am|pmon <date>", -4.462618642004185),
("Thursdaydd/mm", -5.715381610499553),
("dayyear", -2.744967144929852),
("New Year's Dayyear (latent)", -5.309916502391388),
("Thursdayfrom|since|after <time>", -4.010633518261128),
("Thursdayat <time-of-day>", -4.1059436980654525),
-5.718671087149952),
("Mondayyear (latent)", -5.025523906590006),
("dayday", -5.313205979041787),
("dd/mmat <time-of-day>", -5.313205979041787),
("<time-of-day> am|pmon <date>", -4.465908118654584),
("Thursdaydd/mm", -5.718671087149952),
("dayyear", -2.7482566215802504),
("New Year's Dayyear (latent)", -5.313205979041787),
("Thursdayfrom|since|after <time>", -4.0139229949115265),
("Thursdayat <time-of-day>", -4.109233174715851),
("<integer> to|till|before <hour-of-day>September",
-5.715381610499553),
("Aprilyear (latent)", -5.715381610499553),
("monthminute", -5.715381610499553),
("<time-of-day> am|pmtomorrow", -5.715381610499553),
("Thursdayhh:mm", -4.799090878625398),
("minutemonth", -3.923622141271498),
("Augustyear (latent)", -5.309916502391388),
-5.718671087149952),
("Aprilyear (latent)", -5.718671087149952),
("monthminute", -5.718671087149952),
("<time-of-day> am|pmtomorrow", -5.718671087149952),
("Thursdayhh:mm", -4.802380355275797),
("minutemonth", -3.926911617921897),
("Augustyear (latent)", -5.313205979041787),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.309916502391388),
-5.313205979041787),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.309916502391388),
("week-endin|during <named-month>|year", -5.715381610499553),
-5.313205979041787),
("week-endin|during <named-month>|year", -5.718671087149952),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-5.715381610499553),
-5.718671087149952),
("dd/mm<time-of-day> - <time-of-day> (interval)",
-5.309916502391388),
("Sundayyear (latent)", -4.799090878625398),
("Christmasat <time-of-day>", -5.715381610499553),
("from|since|after <time>year (latent)", -4.616769321831443),
("dd/mmyear (latent)", -5.715381610499553),
-5.313205979041787),
("Sundayyear (latent)", -4.802380355275797),
("Christmasat <time-of-day>", -5.718671087149952),
("from|since|after <time>year (latent)", -4.620058798481842),
("dd/mmyear (latent)", -5.718671087149952),
("<duration> after|before|from <time>December",
-5.715381610499553),
("yesterday<time-of-day> am|pm", -5.715381610499553),
-5.718671087149952),
("yesterday<time-of-day> am|pm", -5.718671087149952),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-5.715381610499553),
-5.718671087149952),
("Thursday<time-of-day> - <time-of-day> (interval)",
-5.022234429939608),
-5.025523906590006),
("in|during <named-month>|yearyear (latent)",
-5.715381610499553),
("at <time-of-day>intersect", -5.309916502391388),
("hh:mmyear (latent)", -4.616769321831443),
("Holiyear (latent)", -5.715381610499553),
("until <time><time-of-day> am|pm", -5.715381610499553),
-5.718671087149952),
("at <time-of-day>intersect", -5.313205979041787),
("hh:mmyear (latent)", -4.620058798481842),
("Holiyear (latent)", -5.718671087149952),
("until <time><time-of-day> am|pm", -5.718671087149952),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.715381610499553),
("dayminute", -2.942792888259772),
("yyyy-mm-ddhh:mm", -5.309916502391388),
("intersectSeptember", -4.211304213723279),
("minuteday", -2.647328675365936),
-5.718671087149952),
("dayminute", -2.9460823649101706),
("yyyy-mm-ddhh:mm", -5.313205979041787),
("intersectSeptember", -4.214593690373678),
("minuteday", -2.6506181520163348),
("absorption of , after named dayintersect",
-5.715381610499553),
("Februaryin|during the <part-of-day>", -5.715381610499553),
("hh:mmon <date>", -3.7004785899572883),
("Saturdayyear (latent)", -5.715381610499553),
("from|since|after <time>on <date>", -4.799090878625398),
-5.718671087149952),
("Februaryin|during the <part-of-day>", -5.718671087149952),
("hh:mmon <date>", -3.703768066607687),
("Saturdayyear (latent)", -5.718671087149952),
("from|since|after <time>on <date>", -4.802380355275797),
("absorption of , after named daySeptember",
-4.799090878625398),
("Naraka Chaturdashiyear (latent)", -5.715381610499553),
("on <date>September", -5.309916502391388),
("at <time-of-day>on <date>", -5.309916502391388),
("dayweek", -5.715381610499553),
("Easter Sundayyear (latent)", -5.309916502391388),
("Thursday<time-of-day> am|pm", -4.462618642004185),
("weekyear", -5.309916502391388),
-4.802380355275797),
("Naraka Chaturdashiyear (latent)", -5.718671087149952),
("on <date>September", -5.313205979041787),
("at <time-of-day>on <date>", -5.313205979041787),
("dayweek", -5.718671087149952),
("Easter Sundayyear (latent)", -5.313205979041787),
("Thursday<time-of-day> am|pm", -4.465908118654584),
("weekyear", -5.313205979041787),
("<named-month> <day-of-month> (non ordinal)until <time>",
-5.715381610499553),
-5.718671087149952),
("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-5.309916502391388),
-5.313205979041787),
("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-5.022234429939608),
("Sundayfrom|since|after <time>", -5.715381610499553),
("absorption of , after named dayFebruary", -4.799090878625398),
-5.025523906590006),
("Sundayfrom|since|after <time>", -5.718671087149952),
("absorption of , after named dayFebruary", -4.802380355275797),
("July<integer> to|till|before <hour-of-day>",
-5.715381610499553),
("tomorrowat <time-of-day>", -5.715381610499553),
-5.718671087149952),
("tomorrowat <time-of-day>", -5.718671087149952),
("<integer> to|till|before <hour-of-day>July",
-5.715381610499553),
("last <cycle> of <time>year (latent)", -5.309916502391388),
("tomorrow<time-of-day> am|pm", -5.715381610499553),
-5.718671087149952),
("last <cycle> of <time>year (latent)", -5.313205979041787),
("tomorrow<time-of-day> am|pm", -5.718671087149952),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-5.022234429939608),
("Diwaliyear (latent)", -5.309916502391388),
-5.025523906590006),
("Diwaliyear (latent)", -5.313205979041787),
("<time-of-day> - <time-of-day> (interval)July",
-5.715381610499553),
("Fridayyear (latent)", -5.309916502391388),
("minuteyear", -4.462618642004185)],
-5.718671087149952),
("Fridayyear (latent)", -5.313205979041787),
("minuteyear", -4.465908118654584)],
n = 195}}),
("one eleven",
Classifier{okData =
@ -1381,15 +1387,15 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -0.14723023698268448,
unseen = -5.0106352940962555,
ClassData{prior = -0.14354817086799393,
unseen = -5.0369526024136295,
likelihoods =
HashMap.fromList
[("integer (numeric)", -4.110167568555192e-2),
("intersect 2 numbers", -3.6176519448255684)],
n = 145},
[("integer (numeric)", -4.000533461369913e-2),
("intersect 2 numbers", -3.644143560272545)],
n = 149},
koData =
ClassData{prior = -1.988469763474109, unseen = -3.332204510175204,
ClassData{prior = -2.0120002608843035, unseen = -3.332204510175204,
likelihoods =
HashMap.fromList
[("integer (numeric)", -1.2163953243244932),
@ -3091,6 +3097,13 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Vaisakhi",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("right now",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,

View File

@ -75,10 +75,10 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.6000158334285309, unseen = -5.703782474656201,
likelihoods = HashMap.fromList [("", 0.0)], n = 298},
ClassData{prior = -0.5940217850471116, unseen = -5.717027701406222,
likelihoods = HashMap.fromList [("", 0.0)], n = 302},
koData =
ClassData{prior = -0.7958511093892084,
ClassData{prior = -0.8031905918772542,
unseen = -5.5093883366279774,
likelihoods = HashMap.fromList [("", 0.0)], n = 245}}),
("<year> (bc|ad)",
@ -529,17 +529,18 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("in|during <named-month>|year",
Classifier{okData =
ClassData{prior = -0.2578291093020998, unseen = -3.713572066704308,
ClassData{prior = -0.24512245803298496,
unseen = -3.7612001156935624,
likelihoods =
HashMap.fromList
[("<year> (bc|ad)", -1.8971199848858813),
("October", -2.995732273553991),
("year (latent)", -1.3862943611198906),
("year", -0.9808292530117262), ("March", -2.5902671654458267),
("month", -2.3025850929940455)],
n = 17},
[("<year> (bc|ad)", -1.9459101490553135),
("October", -3.044522437723423),
("year (latent)", -1.3397743454849977),
("year", -0.9650808960435872), ("March", -2.639057329615259),
("month", -2.3513752571634776)],
n = 18},
koData =
ClassData{prior = -1.4816045409242156, unseen = -2.833213344056216,
ClassData{prior = -1.5260563034950494, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("October", -1.6739764335716716),
@ -813,337 +814,341 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.4744579795951158, unseen = -6.715383386334681,
ClassData{prior = -0.46960290794203635,
unseen = -6.727431724850855,
likelihoods =
HashMap.fromList
[("Navaratriyear (latent)", -6.021023349349527),
("Ramadanyear (latent)", -6.021023349349527),
[("Navaratriyear (latent)", -6.0330862217988015),
("Ramadanyear (latent)", -6.0330862217988015),
("<datetime> - <datetime> (interval)on <date>",
-4.768260380854159),
("Bhai Doojyear (latent)", -6.021023349349527),
-4.780323253303433),
("Bhai Doojyear (latent)", -6.0330862217988015),
("<time-of-day> - <time-of-day> (interval)on <date>",
-4.768260380854159),
("hourday", -4.316275257111101),
("dayhour", -3.158822468420058),
("Martin Luther King's Dayyear (latent)", -5.615558241241362),
("Shemini Atzeretyear (latent)", -6.021023349349527),
("daymonth", -5.1047326174753715),
("monthday", -5.615558241241362),
("monthyear", -4.229263880121471),
("Yom Ha'atzmautyear (latent)", -6.021023349349527),
("Vijayadashamiyear (latent)", -6.021023349349527),
("Thai Pongalyear (latent)", -5.327876168789581),
("Thiru Onamyear (latent)", -5.327876168789581),
("Tuesdaythe <day-of-month> (ordinal)", -6.021023349349527),
-4.780323253303433),
("hourday", -4.328338129560376),
("dayhour", -3.170885340869333),
("Martin Luther King's Dayyear (latent)", -5.627621113690637),
("Shemini Atzeretyear (latent)", -6.0330862217988015),
("daymonth", -5.116795489924646),
("monthday", -5.627621113690637),
("monthyear", -4.241326752570746),
("Yom Ha'atzmautyear (latent)", -6.0330862217988015),
("Vijayadashamiyear (latent)", -6.0330862217988015),
("Thai Pongalyear (latent)", -5.339939041238856),
("Thiru Onamyear (latent)", -5.339939041238856),
("Tuesdaythe <day-of-month> (ordinal)", -6.0330862217988015),
("from <datetime> - <datetime> (interval)July",
-6.021023349349527),
("houryear", -5.327876168789581),
-6.0330862217988015),
("houryear", -5.339939041238856),
("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-6.021023349349527),
("Christmas<time-of-day> am|pm", -6.021023349349527),
-6.0330862217988015),
("Christmas<time-of-day> am|pm", -6.0330862217988015),
("last <day-of-week> of <time>year (latent)",
-6.021023349349527),
-6.0330862217988015),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.327876168789581),
("<time-of-day> am|pmintersect", -4.768260380854159),
("Earth Houryear (latent)", -6.021023349349527),
("Octoberyear (latent)", -4.516945952573252),
("intersect<time-of-day> am|pm", -6.021023349349527),
("Mattu Pongalyear (latent)", -6.021023349349527),
("Shavuotyear (latent)", -6.021023349349527),
-5.339939041238856),
("<time-of-day> am|pmintersect", -4.780323253303433),
("Earth Houryear (latent)", -6.0330862217988015),
("Octoberyear (latent)", -4.529008825022527),
("intersect<time-of-day> am|pm", -6.0330862217988015),
("Mattu Pongalyear (latent)", -6.0330862217988015),
("Shavuotyear (latent)", -6.0330862217988015),
("at <time-of-day>in|within|after <duration>",
-6.021023349349527),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.021023349349527),
-6.0330862217988015),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.0330862217988015),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.615558241241362),
("Marchyear (latent)", -6.021023349349527),
("Sukkotyear (latent)", -5.615558241241362),
-5.627621113690637),
("Marchyear (latent)", -6.0330862217988015),
("Sukkotyear (latent)", -5.627621113690637),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-6.021023349349527),
("Clean Mondayyear (latent)", -5.615558241241362),
("monthhour", -5.615558241241362),
("todayat <time-of-day>", -6.021023349349527),
("Thursday<time> timezone", -4.075113200294213),
("from|since|after <time>December", -6.021023349349527),
-6.0330862217988015),
("Clean Mondayyear (latent)", -5.627621113690637),
("monthhour", -5.627621113690637),
("todayat <time-of-day>", -6.0330862217988015),
("Thursday<time> timezone", -4.087176072743488),
("from|since|after <time>December", -6.0330862217988015),
("this <time>hh(:mm) - <time-of-day> am|pm",
-6.021023349349527),
("yyyy-mm-ddhh:mm:ss", -5.615558241241362),
("dayday", -4.0061203288072615),
("<time> <part-of-day>at <time-of-day>", -6.021023349349527),
("tonightat <time-of-day>", -6.021023349349527),
-6.0330862217988015),
("yyyy-mm-ddhh:mm:ss", -5.627621113690637),
("dayday", -4.018183201256536),
("<time> <part-of-day>at <time-of-day>", -6.0330862217988015),
("tonightat <time-of-day>", -6.0330862217988015),
("<time-of-day> am|pmabsorption of , after named day",
-5.327876168789581),
("today<time-of-day> am|pm", -6.021023349349527),
("Februarythe <day-of-month> (ordinal)", -5.615558241241362),
("at <time-of-day><time> <part-of-day>", -6.021023349349527),
("hourhour", -4.768260380854159),
("<time-of-day> am|pmon <date>", -4.0061203288072615),
("Navaratriin|during <named-month>|year", -6.021023349349527),
("Wednesdaythis|last|next <cycle>", -6.021023349349527),
("Lentyear (latent)", -6.021023349349527),
-5.339939041238856),
("today<time-of-day> am|pm", -6.0330862217988015),
("Februarythe <day-of-month> (ordinal)", -5.627621113690637),
("at <time-of-day><time> <part-of-day>", -6.0330862217988015),
("hourhour", -4.780323253303433),
("<time-of-day> am|pmon <date>", -4.018183201256536),
("Navaratriin|during <named-month>|year", -6.0330862217988015),
("Wednesdaythis|last|next <cycle>", -6.0330862217988015),
("Lentyear (latent)", -6.0330862217988015),
("intersect<named-month> <day-of-month> (non ordinal)",
-4.516945952573252),
("Boghiyear (latent)", -6.021023349349527),
("dayyear", -2.0413416954475654),
("Thursdayfrom|since|after <time>", -5.615558241241362),
-4.529008825022527),
("Boghiyear (latent)", -6.0330862217988015),
("dayyear", -2.0167032010464125),
("Thursdayfrom|since|after <time>", -5.627621113690637),
("<time-of-day> o'clockin|during the <part-of-day>",
-6.021023349349527),
("Thursdayat <time-of-day>", -5.327876168789581),
("Islamic New Yearyear (latent)", -5.615558241241362),
("Laylat al-Qadryear (latent)", -5.1047326174753715),
("Shrove Tuesdayyear (latent)", -6.021023349349527),
-6.0330862217988015),
("Thursdayat <time-of-day>", -5.339939041238856),
("Islamic New Yearyear (latent)", -5.627621113690637),
("Laylat al-Qadryear (latent)", -5.116795489924646),
("Shrove Tuesdayyear (latent)", -6.0330862217988015),
("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-5.327876168789581),
("<time-of-day> am|pmtomorrow", -5.327876168789581),
("Yom Kippuryear (latent)", -6.021023349349527),
("<part-of-day> of <time>year (latent)", -6.021023349349527),
("minutehour", -5.1047326174753715),
("Kaanum Pongalyear (latent)", -5.615558241241362),
("Maha Saptamiyear (latent)", -6.021023349349527),
-5.339939041238856),
("<time-of-day> am|pmtomorrow", -5.339939041238856),
("Yom Kippuryear (latent)", -6.0330862217988015),
("<part-of-day> of <time>year (latent)", -6.0330862217988015),
("minutehour", -5.116795489924646),
("Kaanum Pongalyear (latent)", -5.627621113690637),
("Maha Saptamiyear (latent)", -6.0330862217988015),
("at <time-of-day>in|during the <part-of-day>",
-5.615558241241362),
-5.627621113690637),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-4.316275257111101),
("for <duration> from <time>December", -6.021023349349527),
("tomorrow<time-of-day> sharp|exactly", -6.021023349349527),
-4.328338129560376),
("for <duration> from <time>December", -6.0330862217988015),
("tomorrow<time-of-day> sharp|exactly", -6.0330862217988015),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.1047326174753715),
-5.116795489924646),
("on <date><named-month> <day-of-month> (non ordinal)",
-5.615558241241362),
("Pentecostyear (latent)", -6.021023349349527),
-5.627621113690637),
("Pentecostyear (latent)", -6.0330862217988015),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.1047326174753715),
("Eid al-Fitryear (latent)", -6.021023349349527),
-5.116795489924646),
("Eid al-Fitryear (latent)", -6.0330862217988015),
("Vasant Panchamiin|during <named-month>|year",
-6.021023349349527),
("Mondayin|during the <part-of-day>", -6.021023349349527),
("Chhathin|during <named-month>|year", -6.021023349349527),
("Diwaliin|during <named-month>|year", -6.021023349349527),
("Raksha Bandhanyear (latent)", -6.021023349349527),
("daysecond", -5.615558241241362),
-6.0330862217988015),
("Mondayin|during the <part-of-day>", -6.0330862217988015),
("Chhathin|during <named-month>|year", -6.0330862217988015),
("Diwaliin|during <named-month>|year", -6.0330862217988015),
("Vaisakhiin|during <named-month>|year", -6.0330862217988015),
("Raksha Bandhanyear (latent)", -6.0330862217988015),
("daysecond", -5.627621113690637),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-5.615558241241362),
("Ashurayear (latent)", -6.021023349349527),
("Tuesdayin|during <named-month>|year", -6.021023349349527),
("Chinese New Yearyear (latent)", -6.021023349349527),
("Lag BaOmeryear (latent)", -6.021023349349527),
-5.627621113690637),
("Ashurayear (latent)", -6.0330862217988015),
("Tuesdayin|during <named-month>|year", -6.0330862217988015),
("Chinese New Yearyear (latent)", -6.0330862217988015),
("Lag BaOmeryear (latent)", -6.0330862217988015),
("last weekend of <named-month>year (latent)",
-6.021023349349527),
("Eid al-Adhayear (latent)", -5.1047326174753715),
("intersectin|during the <part-of-day>", -6.021023349349527),
("Palm Sundayyear (latent)", -6.021023349349527),
("Christmasat <time-of-day>", -6.021023349349527),
("Passoveryear (latent)", -6.021023349349527),
("Lazarus Saturdayyear (latent)", -6.021023349349527),
-6.0330862217988015),
("Eid al-Adhayear (latent)", -5.116795489924646),
("intersectin|during the <part-of-day>", -6.0330862217988015),
("Palm Sundayyear (latent)", -6.0330862217988015),
("Christmasat <time-of-day>", -6.0330862217988015),
("Passoveryear (latent)", -6.0330862217988015),
("Lazarus Saturdayyear (latent)", -6.0330862217988015),
("<day-of-month> (ordinal or number) <named-month>year (latent)",
-6.021023349349527),
("Yom HaShoahyear (latent)", -5.615558241241362),
-6.0330862217988015),
("Yom HaShoahyear (latent)", -5.627621113690637),
("Thursday<datetime> - <datetime> (interval)",
-5.615558241241362),
-5.627621113690637),
("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
-6.021023349349527),
("Septemberyear (latent)", -5.615558241241362),
-6.0330862217988015),
("Septemberyear (latent)", -5.627621113690637),
("Thursday<time-of-day> - <time-of-day> (interval)",
-4.768260380854159),
("Halloweenyear (latent)", -6.021023349349527),
-4.780323253303433),
("Halloweenyear (latent)", -6.0330862217988015),
("<ordinal> last <cycle> of <time>year (latent)",
-5.615558241241362),
-5.627621113690637),
("from <time-of-day> - <time-of-day> (interval)on <date>",
-5.327876168789581),
-5.339939041238856),
("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
-6.021023349349527),
("at <time-of-day>intersect", -5.615558241241362),
("Rosh Hashanahyear (latent)", -5.327876168789581),
("Dhanterasyear (latent)", -6.021023349349527),
("Tu BiShvatyear (latent)", -6.021023349349527),
("Holiyear (latent)", -5.327876168789581),
-6.0330862217988015),
("at <time-of-day>intersect", -5.627621113690637),
("Rosh Hashanahyear (latent)", -5.339939041238856),
("Dhanterasyear (latent)", -6.0330862217988015),
("Tu BiShvatyear (latent)", -6.0330862217988015),
("Holiyear (latent)", -5.339939041238856),
("<time-of-day> - <time-of-day> (interval)tomorrow",
-6.021023349349527),
("Holika Dahanyear (latent)", -5.327876168789581),
-6.0330862217988015),
("Holika Dahanyear (latent)", -5.339939041238856),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-6.021023349349527),
("dayminute", -3.346874699922998),
("Mawlidyear (latent)", -6.021023349349527),
-6.0330862217988015),
("dayminute", -3.3589375723722728),
("Mawlidyear (latent)", -6.0330862217988015),
("from <datetime> - <datetime> (interval)on <date>",
-5.615558241241362),
-5.627621113690637),
("<datetime> - <datetime> (interval)tomorrow",
-6.021023349349527),
("Jumu'atul-Widayear (latent)", -5.1047326174753715),
("minuteday", -2.3834371896231406),
-6.0330862217988015),
("Jumu'atul-Widayear (latent)", -5.116795489924646),
("minuteday", -2.395500062072416),
("absorption of , after named dayintersect",
-6.021023349349527),
("Orthodox Easter Sundayyear (latent)", -6.021023349349527),
-6.0330862217988015),
("Orthodox Easter Sundayyear (latent)", -6.0330862217988015),
("<ordinal> <cycle> of <time>year (latent)",
-6.021023349349527),
-6.0330862217988015),
("the <day-of-month> (ordinal)in|during the <part-of-day>",
-6.021023349349527),
("Boss's Dayyear (latent)", -5.615558241241362),
("Global Youth Service Dayyear (latent)", -6.021023349349527),
("Dhanterasin|during <named-month>|year", -6.021023349349527),
("Tisha B'Avyear (latent)", -6.021023349349527),
("Isra and Mi'rajyear (latent)", -5.1047326174753715),
-6.0330862217988015),
("Boss's Dayyear (latent)", -5.627621113690637),
("Global Youth Service Dayyear (latent)", -6.0330862217988015),
("Dhanterasin|during <named-month>|year", -6.0330862217988015),
("Tisha B'Avyear (latent)", -6.0330862217988015),
("Isra and Mi'rajyear (latent)", -5.116795489924646),
("at <time-of-day>absorption of , after named day",
-6.021023349349527),
("Christmasyear (latent)", -5.615558241241362),
("Naraka Chaturdashiyear (latent)", -5.615558241241362),
("at <time-of-day>on <date>", -4.922411060681417),
("Thai Pongalin|during <named-month>|year", -6.021023349349527),
-6.0330862217988015),
("Christmasyear (latent)", -5.627621113690637),
("Naraka Chaturdashiyear (latent)", -5.627621113690637),
("at <time-of-day>on <date>", -4.9344739331306915),
("Thai Pongalin|during <named-month>|year",
-6.0330862217988015),
("between <time-of-day> and <time-of-day> (interval)on <date>",
-4.411585436915426),
("dayweek", -6.021023349349527),
("Easter Sundayyear (latent)", -5.327876168789581),
("weekyear", -4.922411060681417),
("hh:mmin|during the <part-of-day>", -5.327876168789581),
-4.423648309364701),
("dayweek", -6.0330862217988015),
("Easter Sundayyear (latent)", -5.339939041238856),
("weekyear", -4.9344739331306915),
("hh:mmin|during the <part-of-day>", -5.339939041238856),
("<cycle> after|before <time><time-of-day> am|pm",
-5.615558241241362),
("Hanukkahyear (latent)", -5.327876168789581),
("February<time> <part-of-day>", -6.021023349349527),
("Great Lentyear (latent)", -6.021023349349527),
("tomorrowat <time-of-day>", -5.327876168789581),
("between <time> and <time>on <date>", -4.411585436915426),
-5.627621113690637),
("Hanukkahyear (latent)", -5.339939041238856),
("February<time> <part-of-day>", -6.0330862217988015),
("Great Lentyear (latent)", -6.0330862217988015),
("tomorrowat <time-of-day>", -5.339939041238856),
("between <time> and <time>on <date>", -4.423648309364701),
("Vaisakhiyear (latent)", -5.339939041238856),
("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-6.021023349349527),
("last <cycle> of <time>year (latent)", -5.327876168789581),
("at <time-of-day>tomorrow", -5.615558241241362),
("tomorrow<time-of-day> am|pm", -6.021023349349527),
-6.0330862217988015),
("last <cycle> of <time>year (latent)", -5.339939041238856),
("at <time-of-day>tomorrow", -5.627621113690637),
("tomorrow<time-of-day> am|pm", -6.0330862217988015),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-6.021023349349527),
("Diwaliyear (latent)", -6.021023349349527),
("Black Fridayyear (latent)", -5.615558241241362),
-6.0330862217988015),
("Diwaliyear (latent)", -6.0330862217988015),
("Black Fridayyear (latent)", -5.627621113690637),
("the <ordinal> last <cycle> of <time>year (latent)",
-6.021023349349527),
-6.0330862217988015),
("in|during the <part-of-day>at <time-of-day>",
-6.021023349349527),
("Chhathyear (latent)", -5.615558241241362),
("Vasant Panchamiyear (latent)", -6.021023349349527),
("Thursday<time> (timezone)", -6.021023349349527),
-6.0330862217988015),
("Chhathyear (latent)", -5.627621113690637),
("Vasant Panchamiyear (latent)", -6.0330862217988015),
("Thursday<time> (timezone)", -6.0330862217988015),
("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-6.021023349349527),
("Februaryintersect", -6.021023349349527),
("Simchat Torahyear (latent)", -6.021023349349527),
("minuteyear", -6.021023349349527)],
n = 308},
-6.0330862217988015),
("Februaryintersect", -6.0330862217988015),
("Simchat Torahyear (latent)", -6.0330862217988015),
("minuteyear", -6.0330862217988015)],
n = 312},
koData =
ClassData{prior = -0.9734491457141037, unseen = -6.368187186350492,
ClassData{prior = -0.9814974788969321, unseen = -6.371611847231857,
likelihoods =
HashMap.fromList
[("<time-of-day> - <time-of-day> (interval)on <date>",
-4.757032535297338),
("hourday", -4.757032535297338),
("dayhour", -3.1083739097099556),
("Tuesdayfrom|since|after <time>", -5.673323267171493),
("daymonth", -3.6584202466292277),
("monthyear", -4.420560298676125),
("<time-of-day> am|pmyear (latent)", -5.267858159063328),
("Thai Pongalyear (latent)", -4.980176086611547),
("intersecthh:mm", -5.673323267171493),
-4.760463070394127),
("hourday", -4.760463070394127),
("dayhour", -3.111804444806745),
("Tuesdayfrom|since|after <time>", -5.676753802268282),
("daymonth", -3.661850781726017),
("monthyear", -4.423990833772914),
("<time-of-day> am|pmyear (latent)", -5.271288694160117),
("Thai Pongalyear (latent)", -4.983606621708336),
("intersecthh:mm", -5.676753802268282),
("from <datetime> - <datetime> (interval)July",
-5.673323267171493),
("houryear", -4.757032535297338),
-5.676753802268282),
("houryear", -4.760463070394127),
("from <time-of-day> - <time-of-day> (interval)July",
-5.673323267171493),
-5.676753802268282),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-4.980176086611547),
("<time-of-day> am|pmintersect", -4.420560298676125),
("until <time>on <date>", -4.980176086611547),
("Octoberyear (latent)", -5.673323267171493),
-4.983606621708336),
("<time-of-day> am|pmintersect", -4.423990833772914),
("until <time>on <date>", -4.983606621708336),
("Octoberyear (latent)", -5.676753802268282),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-4.980176086611547),
-4.983606621708336),
("about|exactly <time-of-day>year (latent)",
-5.673323267171493),
("absorption of , after named dayJuly", -5.267858159063328),
("from|since|after <time>July", -5.673323267171493),
-5.676753802268282),
("absorption of , after named dayJuly", -5.271288694160117),
("from|since|after <time>July", -5.676753802268282),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-4.757032535297338),
("Clean Mondayyear (latent)", -5.673323267171493),
("monthhour", -5.673323267171493),
("hourmonth", -4.757032535297338),
("todayat <time-of-day>", -5.673323267171493),
("from|since|after <time>December", -5.673323267171493),
-4.760463070394127),
("Clean Mondayyear (latent)", -5.676753802268282),
("monthhour", -5.676753802268282),
("hourmonth", -4.760463070394127),
("todayat <time-of-day>", -5.676753802268282),
("from|since|after <time>December", -5.676753802268282),
("from|since|after <time><time-of-day> am|pm",
-5.673323267171493),
("Mondayyear (latent)", -4.980176086611547),
("dayday", -5.267858159063328),
("<time-of-day> am|pmon <date>", -4.420560298676125),
("Thursdaydd/mm", -5.673323267171493),
("dayyear", -2.8111223862420243),
("New Year's Dayyear (latent)", -5.267858159063328),
("Thursdayfrom|since|after <time>", -3.9685751749330676),
("Thursdayat <time-of-day>", -4.063885354737392),
-5.676753802268282),
("Mondayyear (latent)", -4.983606621708336),
("dayday", -5.271288694160117),
("<time-of-day> am|pmon <date>", -4.423990833772914),
("Thursdaydd/mm", -5.676753802268282),
("dayyear", -2.8145529213388136),
("New Year's Dayyear (latent)", -5.271288694160117),
("Thursdayfrom|since|after <time>", -3.9720057100298565),
("Thursdayat <time-of-day>", -4.067315889834181),
("<integer> to|till|before <hour-of-day>September",
-5.673323267171493),
("Aprilyear (latent)", -5.673323267171493),
("monthminute", -5.673323267171493),
("<time-of-day> am|pmtomorrow", -5.673323267171493),
("Thursdayhh:mm", -4.757032535297338),
("minutemonth", -3.8815637979434374),
("Augustyear (latent)", -5.267858159063328),
-5.676753802268282),
("Aprilyear (latent)", -5.676753802268282),
("monthminute", -5.676753802268282),
("<time-of-day> am|pmtomorrow", -5.676753802268282),
("Thursdayhh:mm", -4.760463070394127),
("minutemonth", -3.884994333040227),
("Augustyear (latent)", -5.271288694160117),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.267858159063328),
-5.271288694160117),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.267858159063328),
("week-endin|during <named-month>|year", -5.673323267171493),
-5.271288694160117),
("week-endin|during <named-month>|year", -5.676753802268282),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-5.673323267171493),
("Sundayyear (latent)", -4.757032535297338),
("Christmasat <time-of-day>", -5.673323267171493),
("from|since|after <time>year (latent)", -4.574710978503383),
-5.676753802268282),
("Sundayyear (latent)", -4.760463070394127),
("Christmasat <time-of-day>", -5.676753802268282),
("from|since|after <time>year (latent)", -4.578141513600172),
("<duration> after|before|from <time>December",
-5.673323267171493),
("yesterday<time-of-day> am|pm", -5.673323267171493),
-5.676753802268282),
("yesterday<time-of-day> am|pm", -5.676753802268282),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-5.673323267171493),
-5.676753802268282),
("Thursday<time-of-day> - <time-of-day> (interval)",
-4.980176086611547),
-4.983606621708336),
("in|during <named-month>|yearyear (latent)",
-5.673323267171493),
("at <time-of-day>intersect", -5.267858159063328),
("hh:mmyear (latent)", -4.574710978503383),
("Holiyear (latent)", -5.673323267171493),
("until <time><time-of-day> am|pm", -5.673323267171493),
-5.676753802268282),
("at <time-of-day>intersect", -5.271288694160117),
("hh:mmyear (latent)", -4.578141513600172),
("Holiyear (latent)", -5.676753802268282),
("until <time><time-of-day> am|pm", -5.676753802268282),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.673323267171493),
("dayminute", -2.9324832432462915),
("yyyy-mm-ddhh:mm", -5.267858159063328),
("intersectSeptember", -4.169245870395218),
("minuteday", -2.6052703320378754),
-5.676753802268282),
("dayminute", -2.935913778343081),
("yyyy-mm-ddhh:mm", -5.271288694160117),
("intersectSeptember", -4.172676405492008),
("minuteday", -2.6087008671346648),
("absorption of , after named dayintersect",
-5.673323267171493),
("Februaryin|during the <part-of-day>", -5.673323267171493),
("hh:mmon <date>", -3.6584202466292277),
("Saturdayyear (latent)", -5.673323267171493),
("from|since|after <time>on <date>", -4.757032535297338),
-5.676753802268282),
("Februaryin|during the <part-of-day>", -5.676753802268282),
("hh:mmon <date>", -3.661850781726017),
("Saturdayyear (latent)", -5.676753802268282),
("from|since|after <time>on <date>", -4.760463070394127),
("absorption of , after named daySeptember",
-4.757032535297338),
("Naraka Chaturdashiyear (latent)", -5.673323267171493),
("on <date>September", -5.267858159063328),
("at <time-of-day>on <date>", -5.267858159063328),
("dayweek", -5.673323267171493),
("Easter Sundayyear (latent)", -5.267858159063328),
("Thursday<time-of-day> am|pm", -4.420560298676125),
("weekyear", -5.267858159063328),
-4.760463070394127),
("Naraka Chaturdashiyear (latent)", -5.676753802268282),
("on <date>September", -5.271288694160117),
("at <time-of-day>on <date>", -5.271288694160117),
("dayweek", -5.676753802268282),
("Easter Sundayyear (latent)", -5.271288694160117),
("Thursday<time-of-day> am|pm", -4.423990833772914),
("weekyear", -5.271288694160117),
("<named-month> <day-of-month> (non ordinal)until <time>",
-5.673323267171493),
-5.676753802268282),
("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-5.267858159063328),
-5.271288694160117),
("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-4.980176086611547),
("Sundayfrom|since|after <time>", -5.673323267171493),
("absorption of , after named dayFebruary", -4.757032535297338),
-4.983606621708336),
("Sundayfrom|since|after <time>", -5.676753802268282),
("absorption of , after named dayFebruary", -4.760463070394127),
("July<integer> to|till|before <hour-of-day>",
-5.673323267171493),
("tomorrowat <time-of-day>", -5.673323267171493),
-5.676753802268282),
("tomorrowat <time-of-day>", -5.676753802268282),
("<integer> to|till|before <hour-of-day>July",
-5.673323267171493),
("last <cycle> of <time>year (latent)", -5.267858159063328),
("tomorrow<time-of-day> am|pm", -5.673323267171493),
-5.676753802268282),
("last <cycle> of <time>year (latent)", -5.271288694160117),
("tomorrow<time-of-day> am|pm", -5.676753802268282),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-4.980176086611547),
("Diwaliyear (latent)", -5.267858159063328),
-4.983606621708336),
("Diwaliyear (latent)", -5.271288694160117),
("<time-of-day> - <time-of-day> (interval)July",
-5.673323267171493),
("Fridayyear (latent)", -5.267858159063328),
("minuteyear", -4.420560298676125)],
-5.676753802268282),
("Fridayyear (latent)", -5.271288694160117),
("minuteyear", -4.423990833772914)],
n = 187}}),
("one eleven",
Classifier{okData =
@ -1358,15 +1363,14 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -0.15201620729862575,
unseen = -4.9344739331306915,
ClassData{prior = -0.1479201300766222, unseen = -4.962844630259907,
likelihoods =
HashMap.fromList
[("integer (numeric)", -4.445176257083381e-2),
("intersect 2 numbers", -3.5409593240373143)],
n = 134},
[("integer (numeric)", -4.317217186520878e-2),
("intersect 2 numbers", -3.56953269648137)],
n = 138},
koData =
ClassData{prior = -1.9588135538912212, unseen = -3.295836866004329,
ClassData{prior = -1.984131361875511, unseen = -3.295836866004329,
likelihoods =
HashMap.fromList
[("integer (numeric)", -1.1786549963416462),
@ -3029,6 +3033,13 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Vaisakhi",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("right now",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,

View File

@ -75,10 +75,10 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.6000158334285309, unseen = -5.703782474656201,
likelihoods = HashMap.fromList [("", 0.0)], n = 298},
ClassData{prior = -0.5940217850471116, unseen = -5.717027701406222,
likelihoods = HashMap.fromList [("", 0.0)], n = 302},
koData =
ClassData{prior = -0.7958511093892084,
ClassData{prior = -0.8031905918772542,
unseen = -5.5093883366279774,
likelihoods = HashMap.fromList [("", 0.0)], n = 245}}),
("<year> (bc|ad)",
@ -529,17 +529,18 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("in|during <named-month>|year",
Classifier{okData =
ClassData{prior = -0.2578291093020998, unseen = -3.713572066704308,
ClassData{prior = -0.24512245803298496,
unseen = -3.7612001156935624,
likelihoods =
HashMap.fromList
[("<year> (bc|ad)", -1.8971199848858813),
("October", -2.995732273553991),
("year (latent)", -1.3862943611198906),
("year", -0.9808292530117262), ("March", -2.5902671654458267),
("month", -2.3025850929940455)],
n = 17},
[("<year> (bc|ad)", -1.9459101490553135),
("October", -3.044522437723423),
("year (latent)", -1.3397743454849977),
("year", -0.9650808960435872), ("March", -2.639057329615259),
("month", -2.3513752571634776)],
n = 18},
koData =
ClassData{prior = -1.4816045409242156, unseen = -2.833213344056216,
ClassData{prior = -1.5260563034950494, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("October", -1.6739764335716716),
@ -813,337 +814,341 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.4744579795951158, unseen = -6.715383386334681,
ClassData{prior = -0.46960290794203635,
unseen = -6.727431724850855,
likelihoods =
HashMap.fromList
[("Navaratriyear (latent)", -6.021023349349527),
("Ramadanyear (latent)", -6.021023349349527),
[("Navaratriyear (latent)", -6.0330862217988015),
("Ramadanyear (latent)", -6.0330862217988015),
("<datetime> - <datetime> (interval)on <date>",
-4.768260380854159),
("Bhai Doojyear (latent)", -6.021023349349527),
-4.780323253303433),
("Bhai Doojyear (latent)", -6.0330862217988015),
("<time-of-day> - <time-of-day> (interval)on <date>",
-4.768260380854159),
("hourday", -4.316275257111101),
("dayhour", -3.158822468420058),
("Martin Luther King's Dayyear (latent)", -5.615558241241362),
("Shemini Atzeretyear (latent)", -6.021023349349527),
("daymonth", -5.1047326174753715),
("monthday", -5.615558241241362),
("monthyear", -4.229263880121471),
("Yom Ha'atzmautyear (latent)", -6.021023349349527),
("Vijayadashamiyear (latent)", -6.021023349349527),
("Thai Pongalyear (latent)", -5.327876168789581),
("Thiru Onamyear (latent)", -5.327876168789581),
("Tuesdaythe <day-of-month> (ordinal)", -6.021023349349527),
-4.780323253303433),
("hourday", -4.328338129560376),
("dayhour", -3.170885340869333),
("Martin Luther King's Dayyear (latent)", -5.627621113690637),
("Shemini Atzeretyear (latent)", -6.0330862217988015),
("daymonth", -5.116795489924646),
("monthday", -5.627621113690637),
("monthyear", -4.241326752570746),
("Yom Ha'atzmautyear (latent)", -6.0330862217988015),
("Vijayadashamiyear (latent)", -6.0330862217988015),
("Thai Pongalyear (latent)", -5.339939041238856),
("Thiru Onamyear (latent)", -5.339939041238856),
("Tuesdaythe <day-of-month> (ordinal)", -6.0330862217988015),
("from <datetime> - <datetime> (interval)July",
-6.021023349349527),
("houryear", -5.327876168789581),
-6.0330862217988015),
("houryear", -5.339939041238856),
("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-6.021023349349527),
("Christmas<time-of-day> am|pm", -6.021023349349527),
-6.0330862217988015),
("Christmas<time-of-day> am|pm", -6.0330862217988015),
("last <day-of-week> of <time>year (latent)",
-6.021023349349527),
-6.0330862217988015),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.327876168789581),
("<time-of-day> am|pmintersect", -4.768260380854159),
("Earth Houryear (latent)", -6.021023349349527),
("Octoberyear (latent)", -4.516945952573252),
("intersect<time-of-day> am|pm", -6.021023349349527),
("Mattu Pongalyear (latent)", -6.021023349349527),
("Shavuotyear (latent)", -6.021023349349527),
-5.339939041238856),
("<time-of-day> am|pmintersect", -4.780323253303433),
("Earth Houryear (latent)", -6.0330862217988015),
("Octoberyear (latent)", -4.529008825022527),
("intersect<time-of-day> am|pm", -6.0330862217988015),
("Mattu Pongalyear (latent)", -6.0330862217988015),
("Shavuotyear (latent)", -6.0330862217988015),
("at <time-of-day>in|within|after <duration>",
-6.021023349349527),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.021023349349527),
-6.0330862217988015),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.0330862217988015),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.615558241241362),
("Marchyear (latent)", -6.021023349349527),
("Sukkotyear (latent)", -5.615558241241362),
-5.627621113690637),
("Marchyear (latent)", -6.0330862217988015),
("Sukkotyear (latent)", -5.627621113690637),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-6.021023349349527),
("Clean Mondayyear (latent)", -5.615558241241362),
("monthhour", -5.615558241241362),
("todayat <time-of-day>", -6.021023349349527),
("Thursday<time> timezone", -4.075113200294213),
("from|since|after <time>December", -6.021023349349527),
-6.0330862217988015),
("Clean Mondayyear (latent)", -5.627621113690637),
("monthhour", -5.627621113690637),
("todayat <time-of-day>", -6.0330862217988015),
("Thursday<time> timezone", -4.087176072743488),
("from|since|after <time>December", -6.0330862217988015),
("this <time>hh(:mm) - <time-of-day> am|pm",
-6.021023349349527),
("yyyy-mm-ddhh:mm:ss", -5.615558241241362),
("dayday", -4.0061203288072615),
("<time> <part-of-day>at <time-of-day>", -6.021023349349527),
("tonightat <time-of-day>", -6.021023349349527),
-6.0330862217988015),
("yyyy-mm-ddhh:mm:ss", -5.627621113690637),
("dayday", -4.018183201256536),
("<time> <part-of-day>at <time-of-day>", -6.0330862217988015),
("tonightat <time-of-day>", -6.0330862217988015),
("<time-of-day> am|pmabsorption of , after named day",
-5.327876168789581),
("today<time-of-day> am|pm", -6.021023349349527),
("Februarythe <day-of-month> (ordinal)", -5.615558241241362),
("at <time-of-day><time> <part-of-day>", -6.021023349349527),
("hourhour", -4.768260380854159),
("<time-of-day> am|pmon <date>", -4.0061203288072615),
("Navaratriin|during <named-month>|year", -6.021023349349527),
("Wednesdaythis|last|next <cycle>", -6.021023349349527),
("Lentyear (latent)", -6.021023349349527),
-5.339939041238856),
("today<time-of-day> am|pm", -6.0330862217988015),
("Februarythe <day-of-month> (ordinal)", -5.627621113690637),
("at <time-of-day><time> <part-of-day>", -6.0330862217988015),
("hourhour", -4.780323253303433),
("<time-of-day> am|pmon <date>", -4.018183201256536),
("Navaratriin|during <named-month>|year", -6.0330862217988015),
("Wednesdaythis|last|next <cycle>", -6.0330862217988015),
("Lentyear (latent)", -6.0330862217988015),
("intersect<named-month> <day-of-month> (non ordinal)",
-4.516945952573252),
("Boghiyear (latent)", -6.021023349349527),
("dayyear", -2.0413416954475654),
("Thursdayfrom|since|after <time>", -5.615558241241362),
-4.529008825022527),
("Boghiyear (latent)", -6.0330862217988015),
("dayyear", -2.0167032010464125),
("Thursdayfrom|since|after <time>", -5.627621113690637),
("<time-of-day> o'clockin|during the <part-of-day>",
-6.021023349349527),
("Thursdayat <time-of-day>", -5.327876168789581),
("Islamic New Yearyear (latent)", -5.615558241241362),
("Laylat al-Qadryear (latent)", -5.1047326174753715),
("Shrove Tuesdayyear (latent)", -6.021023349349527),
-6.0330862217988015),
("Thursdayat <time-of-day>", -5.339939041238856),
("Islamic New Yearyear (latent)", -5.627621113690637),
("Laylat al-Qadryear (latent)", -5.116795489924646),
("Shrove Tuesdayyear (latent)", -6.0330862217988015),
("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-5.327876168789581),
("<time-of-day> am|pmtomorrow", -5.327876168789581),
("Yom Kippuryear (latent)", -6.021023349349527),
("<part-of-day> of <time>year (latent)", -6.021023349349527),
("minutehour", -5.1047326174753715),
("Kaanum Pongalyear (latent)", -5.615558241241362),
("Maha Saptamiyear (latent)", -6.021023349349527),
-5.339939041238856),
("<time-of-day> am|pmtomorrow", -5.339939041238856),
("Yom Kippuryear (latent)", -6.0330862217988015),
("<part-of-day> of <time>year (latent)", -6.0330862217988015),
("minutehour", -5.116795489924646),
("Kaanum Pongalyear (latent)", -5.627621113690637),
("Maha Saptamiyear (latent)", -6.0330862217988015),
("at <time-of-day>in|during the <part-of-day>",
-5.615558241241362),
-5.627621113690637),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-4.316275257111101),
("for <duration> from <time>December", -6.021023349349527),
("tomorrow<time-of-day> sharp|exactly", -6.021023349349527),
-4.328338129560376),
("for <duration> from <time>December", -6.0330862217988015),
("tomorrow<time-of-day> sharp|exactly", -6.0330862217988015),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.1047326174753715),
-5.116795489924646),
("on <date><named-month> <day-of-month> (non ordinal)",
-5.615558241241362),
("Pentecostyear (latent)", -6.021023349349527),
-5.627621113690637),
("Pentecostyear (latent)", -6.0330862217988015),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.1047326174753715),
("Eid al-Fitryear (latent)", -6.021023349349527),
-5.116795489924646),
("Eid al-Fitryear (latent)", -6.0330862217988015),
("Vasant Panchamiin|during <named-month>|year",
-6.021023349349527),
("Mondayin|during the <part-of-day>", -6.021023349349527),
("Chhathin|during <named-month>|year", -6.021023349349527),
("Diwaliin|during <named-month>|year", -6.021023349349527),
("Raksha Bandhanyear (latent)", -6.021023349349527),
("daysecond", -5.615558241241362),
-6.0330862217988015),
("Mondayin|during the <part-of-day>", -6.0330862217988015),
("Chhathin|during <named-month>|year", -6.0330862217988015),
("Diwaliin|during <named-month>|year", -6.0330862217988015),
("Vaisakhiin|during <named-month>|year", -6.0330862217988015),
("Raksha Bandhanyear (latent)", -6.0330862217988015),
("daysecond", -5.627621113690637),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-5.615558241241362),
("Ashurayear (latent)", -6.021023349349527),
("Tuesdayin|during <named-month>|year", -6.021023349349527),
("Chinese New Yearyear (latent)", -6.021023349349527),
("Lag BaOmeryear (latent)", -6.021023349349527),
-5.627621113690637),
("Ashurayear (latent)", -6.0330862217988015),
("Tuesdayin|during <named-month>|year", -6.0330862217988015),
("Chinese New Yearyear (latent)", -6.0330862217988015),
("Lag BaOmeryear (latent)", -6.0330862217988015),
("last weekend of <named-month>year (latent)",
-6.021023349349527),
("Eid al-Adhayear (latent)", -5.1047326174753715),
("intersectin|during the <part-of-day>", -6.021023349349527),
("Palm Sundayyear (latent)", -6.021023349349527),
("Christmasat <time-of-day>", -6.021023349349527),
("Passoveryear (latent)", -6.021023349349527),
("Lazarus Saturdayyear (latent)", -6.021023349349527),
-6.0330862217988015),
("Eid al-Adhayear (latent)", -5.116795489924646),
("intersectin|during the <part-of-day>", -6.0330862217988015),
("Palm Sundayyear (latent)", -6.0330862217988015),
("Christmasat <time-of-day>", -6.0330862217988015),
("Passoveryear (latent)", -6.0330862217988015),
("Lazarus Saturdayyear (latent)", -6.0330862217988015),
("<day-of-month> (ordinal or number) <named-month>year (latent)",
-6.021023349349527),
("Yom HaShoahyear (latent)", -5.615558241241362),
-6.0330862217988015),
("Yom HaShoahyear (latent)", -5.627621113690637),
("Thursday<datetime> - <datetime> (interval)",
-5.615558241241362),
-5.627621113690637),
("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
-6.021023349349527),
("Septemberyear (latent)", -5.615558241241362),
-6.0330862217988015),
("Septemberyear (latent)", -5.627621113690637),
("Thursday<time-of-day> - <time-of-day> (interval)",
-4.768260380854159),
("Halloweenyear (latent)", -6.021023349349527),
-4.780323253303433),
("Halloweenyear (latent)", -6.0330862217988015),
("<ordinal> last <cycle> of <time>year (latent)",
-5.615558241241362),
-5.627621113690637),
("from <time-of-day> - <time-of-day> (interval)on <date>",
-5.327876168789581),
-5.339939041238856),
("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
-6.021023349349527),
("at <time-of-day>intersect", -5.615558241241362),
("Rosh Hashanahyear (latent)", -5.327876168789581),
("Dhanterasyear (latent)", -6.021023349349527),
("Tu BiShvatyear (latent)", -6.021023349349527),
("Holiyear (latent)", -5.327876168789581),
-6.0330862217988015),
("at <time-of-day>intersect", -5.627621113690637),
("Rosh Hashanahyear (latent)", -5.339939041238856),
("Dhanterasyear (latent)", -6.0330862217988015),
("Tu BiShvatyear (latent)", -6.0330862217988015),
("Holiyear (latent)", -5.339939041238856),
("<time-of-day> - <time-of-day> (interval)tomorrow",
-6.021023349349527),
("Holika Dahanyear (latent)", -5.327876168789581),
-6.0330862217988015),
("Holika Dahanyear (latent)", -5.339939041238856),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-6.021023349349527),
("dayminute", -3.346874699922998),
("Mawlidyear (latent)", -6.021023349349527),
-6.0330862217988015),
("dayminute", -3.3589375723722728),
("Mawlidyear (latent)", -6.0330862217988015),
("from <datetime> - <datetime> (interval)on <date>",
-5.615558241241362),
-5.627621113690637),
("<datetime> - <datetime> (interval)tomorrow",
-6.021023349349527),
("Jumu'atul-Widayear (latent)", -5.1047326174753715),
("minuteday", -2.3834371896231406),
-6.0330862217988015),
("Jumu'atul-Widayear (latent)", -5.116795489924646),
("minuteday", -2.395500062072416),
("absorption of , after named dayintersect",
-6.021023349349527),
("Orthodox Easter Sundayyear (latent)", -6.021023349349527),
-6.0330862217988015),
("Orthodox Easter Sundayyear (latent)", -6.0330862217988015),
("<ordinal> <cycle> of <time>year (latent)",
-6.021023349349527),
-6.0330862217988015),
("the <day-of-month> (ordinal)in|during the <part-of-day>",
-6.021023349349527),
("Boss's Dayyear (latent)", -5.615558241241362),
("Global Youth Service Dayyear (latent)", -6.021023349349527),
("Dhanterasin|during <named-month>|year", -6.021023349349527),
("Tisha B'Avyear (latent)", -6.021023349349527),
("Isra and Mi'rajyear (latent)", -5.1047326174753715),
-6.0330862217988015),
("Boss's Dayyear (latent)", -5.627621113690637),
("Global Youth Service Dayyear (latent)", -6.0330862217988015),
("Dhanterasin|during <named-month>|year", -6.0330862217988015),
("Tisha B'Avyear (latent)", -6.0330862217988015),
("Isra and Mi'rajyear (latent)", -5.116795489924646),
("at <time-of-day>absorption of , after named day",
-6.021023349349527),
("Christmasyear (latent)", -5.615558241241362),
("Naraka Chaturdashiyear (latent)", -5.615558241241362),
("at <time-of-day>on <date>", -4.922411060681417),
("Thai Pongalin|during <named-month>|year", -6.021023349349527),
-6.0330862217988015),
("Christmasyear (latent)", -5.627621113690637),
("Naraka Chaturdashiyear (latent)", -5.627621113690637),
("at <time-of-day>on <date>", -4.9344739331306915),
("Thai Pongalin|during <named-month>|year",
-6.0330862217988015),
("between <time-of-day> and <time-of-day> (interval)on <date>",
-4.411585436915426),
("dayweek", -6.021023349349527),
("Easter Sundayyear (latent)", -5.327876168789581),
("weekyear", -4.922411060681417),
("hh:mmin|during the <part-of-day>", -5.327876168789581),
-4.423648309364701),
("dayweek", -6.0330862217988015),
("Easter Sundayyear (latent)", -5.339939041238856),
("weekyear", -4.9344739331306915),
("hh:mmin|during the <part-of-day>", -5.339939041238856),
("<cycle> after|before <time><time-of-day> am|pm",
-5.615558241241362),
("Hanukkahyear (latent)", -5.327876168789581),
("February<time> <part-of-day>", -6.021023349349527),
("Great Lentyear (latent)", -6.021023349349527),
("tomorrowat <time-of-day>", -5.327876168789581),
("between <time> and <time>on <date>", -4.411585436915426),
-5.627621113690637),
("Hanukkahyear (latent)", -5.339939041238856),
("February<time> <part-of-day>", -6.0330862217988015),
("Great Lentyear (latent)", -6.0330862217988015),
("tomorrowat <time-of-day>", -5.339939041238856),
("between <time> and <time>on <date>", -4.423648309364701),
("Vaisakhiyear (latent)", -5.339939041238856),
("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-6.021023349349527),
("last <cycle> of <time>year (latent)", -5.327876168789581),
("at <time-of-day>tomorrow", -5.615558241241362),
("tomorrow<time-of-day> am|pm", -6.021023349349527),
-6.0330862217988015),
("last <cycle> of <time>year (latent)", -5.339939041238856),
("at <time-of-day>tomorrow", -5.627621113690637),
("tomorrow<time-of-day> am|pm", -6.0330862217988015),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-6.021023349349527),
("Diwaliyear (latent)", -6.021023349349527),
("Black Fridayyear (latent)", -5.615558241241362),
-6.0330862217988015),
("Diwaliyear (latent)", -6.0330862217988015),
("Black Fridayyear (latent)", -5.627621113690637),
("the <ordinal> last <cycle> of <time>year (latent)",
-6.021023349349527),
-6.0330862217988015),
("in|during the <part-of-day>at <time-of-day>",
-6.021023349349527),
("Chhathyear (latent)", -5.615558241241362),
("Vasant Panchamiyear (latent)", -6.021023349349527),
("Thursday<time> (timezone)", -6.021023349349527),
-6.0330862217988015),
("Chhathyear (latent)", -5.627621113690637),
("Vasant Panchamiyear (latent)", -6.0330862217988015),
("Thursday<time> (timezone)", -6.0330862217988015),
("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-6.021023349349527),
("Februaryintersect", -6.021023349349527),
("Simchat Torahyear (latent)", -6.021023349349527),
("minuteyear", -6.021023349349527)],
n = 308},
-6.0330862217988015),
("Februaryintersect", -6.0330862217988015),
("Simchat Torahyear (latent)", -6.0330862217988015),
("minuteyear", -6.0330862217988015)],
n = 312},
koData =
ClassData{prior = -0.9734491457141037, unseen = -6.368187186350492,
ClassData{prior = -0.9814974788969321, unseen = -6.371611847231857,
likelihoods =
HashMap.fromList
[("<time-of-day> - <time-of-day> (interval)on <date>",
-4.757032535297338),
("hourday", -4.757032535297338),
("dayhour", -3.1083739097099556),
("Tuesdayfrom|since|after <time>", -5.673323267171493),
("daymonth", -3.6584202466292277),
("monthyear", -4.420560298676125),
("<time-of-day> am|pmyear (latent)", -5.267858159063328),
("Thai Pongalyear (latent)", -4.980176086611547),
("intersecthh:mm", -5.673323267171493),
-4.760463070394127),
("hourday", -4.760463070394127),
("dayhour", -3.111804444806745),
("Tuesdayfrom|since|after <time>", -5.676753802268282),
("daymonth", -3.661850781726017),
("monthyear", -4.423990833772914),
("<time-of-day> am|pmyear (latent)", -5.271288694160117),
("Thai Pongalyear (latent)", -4.983606621708336),
("intersecthh:mm", -5.676753802268282),
("from <datetime> - <datetime> (interval)July",
-5.673323267171493),
("houryear", -4.757032535297338),
-5.676753802268282),
("houryear", -4.760463070394127),
("from <time-of-day> - <time-of-day> (interval)July",
-5.673323267171493),
-5.676753802268282),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-4.980176086611547),
("<time-of-day> am|pmintersect", -4.420560298676125),
("until <time>on <date>", -4.980176086611547),
("Octoberyear (latent)", -5.673323267171493),
-4.983606621708336),
("<time-of-day> am|pmintersect", -4.423990833772914),
("until <time>on <date>", -4.983606621708336),
("Octoberyear (latent)", -5.676753802268282),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-4.980176086611547),
-4.983606621708336),
("about|exactly <time-of-day>year (latent)",
-5.673323267171493),
("absorption of , after named dayJuly", -5.267858159063328),
("from|since|after <time>July", -5.673323267171493),
-5.676753802268282),
("absorption of , after named dayJuly", -5.271288694160117),
("from|since|after <time>July", -5.676753802268282),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-4.757032535297338),
("Clean Mondayyear (latent)", -5.673323267171493),
("monthhour", -5.673323267171493),
("hourmonth", -4.757032535297338),
("todayat <time-of-day>", -5.673323267171493),
("from|since|after <time>December", -5.673323267171493),
-4.760463070394127),
("Clean Mondayyear (latent)", -5.676753802268282),
("monthhour", -5.676753802268282),
("hourmonth", -4.760463070394127),
("todayat <time-of-day>", -5.676753802268282),
("from|since|after <time>December", -5.676753802268282),
("from|since|after <time><time-of-day> am|pm",
-5.673323267171493),
("Mondayyear (latent)", -4.980176086611547),
("dayday", -5.267858159063328),
("<time-of-day> am|pmon <date>", -4.420560298676125),
("Thursdaydd/mm", -5.673323267171493),
("dayyear", -2.8111223862420243),
("New Year's Dayyear (latent)", -5.267858159063328),
("Thursdayfrom|since|after <time>", -3.9685751749330676),
("Thursdayat <time-of-day>", -4.063885354737392),
-5.676753802268282),
("Mondayyear (latent)", -4.983606621708336),
("dayday", -5.271288694160117),
("<time-of-day> am|pmon <date>", -4.423990833772914),
("Thursdaydd/mm", -5.676753802268282),
("dayyear", -2.8145529213388136),
("New Year's Dayyear (latent)", -5.271288694160117),
("Thursdayfrom|since|after <time>", -3.9720057100298565),
("Thursdayat <time-of-day>", -4.067315889834181),
("<integer> to|till|before <hour-of-day>September",
-5.673323267171493),
("Aprilyear (latent)", -5.673323267171493),
("monthminute", -5.673323267171493),
("<time-of-day> am|pmtomorrow", -5.673323267171493),
("Thursdayhh:mm", -4.757032535297338),
("minutemonth", -3.8815637979434374),
("Augustyear (latent)", -5.267858159063328),
-5.676753802268282),
("Aprilyear (latent)", -5.676753802268282),
("monthminute", -5.676753802268282),
("<time-of-day> am|pmtomorrow", -5.676753802268282),
("Thursdayhh:mm", -4.760463070394127),
("minutemonth", -3.884994333040227),
("Augustyear (latent)", -5.271288694160117),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.267858159063328),
-5.271288694160117),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.267858159063328),
("week-endin|during <named-month>|year", -5.673323267171493),
-5.271288694160117),
("week-endin|during <named-month>|year", -5.676753802268282),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-5.673323267171493),
("Sundayyear (latent)", -4.757032535297338),
("Christmasat <time-of-day>", -5.673323267171493),
("from|since|after <time>year (latent)", -4.574710978503383),
-5.676753802268282),
("Sundayyear (latent)", -4.760463070394127),
("Christmasat <time-of-day>", -5.676753802268282),
("from|since|after <time>year (latent)", -4.578141513600172),
("<duration> after|before|from <time>December",
-5.673323267171493),
("yesterday<time-of-day> am|pm", -5.673323267171493),
-5.676753802268282),
("yesterday<time-of-day> am|pm", -5.676753802268282),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-5.673323267171493),
-5.676753802268282),
("Thursday<time-of-day> - <time-of-day> (interval)",
-4.980176086611547),
-4.983606621708336),
("in|during <named-month>|yearyear (latent)",
-5.673323267171493),
("at <time-of-day>intersect", -5.267858159063328),
("hh:mmyear (latent)", -4.574710978503383),
("Holiyear (latent)", -5.673323267171493),
("until <time><time-of-day> am|pm", -5.673323267171493),
-5.676753802268282),
("at <time-of-day>intersect", -5.271288694160117),
("hh:mmyear (latent)", -4.578141513600172),
("Holiyear (latent)", -5.676753802268282),
("until <time><time-of-day> am|pm", -5.676753802268282),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.673323267171493),
("dayminute", -2.9324832432462915),
("yyyy-mm-ddhh:mm", -5.267858159063328),
("intersectSeptember", -4.169245870395218),
("minuteday", -2.6052703320378754),
-5.676753802268282),
("dayminute", -2.935913778343081),
("yyyy-mm-ddhh:mm", -5.271288694160117),
("intersectSeptember", -4.172676405492008),
("minuteday", -2.6087008671346648),
("absorption of , after named dayintersect",
-5.673323267171493),
("Februaryin|during the <part-of-day>", -5.673323267171493),
("hh:mmon <date>", -3.6584202466292277),
("Saturdayyear (latent)", -5.673323267171493),
("from|since|after <time>on <date>", -4.757032535297338),
-5.676753802268282),
("Februaryin|during the <part-of-day>", -5.676753802268282),
("hh:mmon <date>", -3.661850781726017),
("Saturdayyear (latent)", -5.676753802268282),
("from|since|after <time>on <date>", -4.760463070394127),
("absorption of , after named daySeptember",
-4.757032535297338),
("Naraka Chaturdashiyear (latent)", -5.673323267171493),
("on <date>September", -5.267858159063328),
("at <time-of-day>on <date>", -5.267858159063328),
("dayweek", -5.673323267171493),
("Easter Sundayyear (latent)", -5.267858159063328),
("Thursday<time-of-day> am|pm", -4.420560298676125),
("weekyear", -5.267858159063328),
-4.760463070394127),
("Naraka Chaturdashiyear (latent)", -5.676753802268282),
("on <date>September", -5.271288694160117),
("at <time-of-day>on <date>", -5.271288694160117),
("dayweek", -5.676753802268282),
("Easter Sundayyear (latent)", -5.271288694160117),
("Thursday<time-of-day> am|pm", -4.423990833772914),
("weekyear", -5.271288694160117),
("<named-month> <day-of-month> (non ordinal)until <time>",
-5.673323267171493),
-5.676753802268282),
("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-5.267858159063328),
-5.271288694160117),
("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-4.980176086611547),
("Sundayfrom|since|after <time>", -5.673323267171493),
("absorption of , after named dayFebruary", -4.757032535297338),
-4.983606621708336),
("Sundayfrom|since|after <time>", -5.676753802268282),
("absorption of , after named dayFebruary", -4.760463070394127),
("July<integer> to|till|before <hour-of-day>",
-5.673323267171493),
("tomorrowat <time-of-day>", -5.673323267171493),
-5.676753802268282),
("tomorrowat <time-of-day>", -5.676753802268282),
("<integer> to|till|before <hour-of-day>July",
-5.673323267171493),
("last <cycle> of <time>year (latent)", -5.267858159063328),
("tomorrow<time-of-day> am|pm", -5.673323267171493),
-5.676753802268282),
("last <cycle> of <time>year (latent)", -5.271288694160117),
("tomorrow<time-of-day> am|pm", -5.676753802268282),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-4.980176086611547),
("Diwaliyear (latent)", -5.267858159063328),
-4.983606621708336),
("Diwaliyear (latent)", -5.271288694160117),
("<time-of-day> - <time-of-day> (interval)July",
-5.673323267171493),
("Fridayyear (latent)", -5.267858159063328),
("minuteyear", -4.420560298676125)],
-5.676753802268282),
("Fridayyear (latent)", -5.271288694160117),
("minuteyear", -4.423990833772914)],
n = 187}}),
("one eleven",
Classifier{okData =
@ -1358,15 +1363,14 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -0.15201620729862575,
unseen = -4.9344739331306915,
ClassData{prior = -0.1479201300766222, unseen = -4.962844630259907,
likelihoods =
HashMap.fromList
[("integer (numeric)", -4.445176257083381e-2),
("intersect 2 numbers", -3.5409593240373143)],
n = 134},
[("integer (numeric)", -4.317217186520878e-2),
("intersect 2 numbers", -3.56953269648137)],
n = 138},
koData =
ClassData{prior = -1.9588135538912212, unseen = -3.295836866004329,
ClassData{prior = -1.984131361875511, unseen = -3.295836866004329,
likelihoods =
HashMap.fromList
[("integer (numeric)", -1.1786549963416462),
@ -3029,6 +3033,13 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Vaisakhi",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("right now",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,

View File

@ -75,10 +75,10 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.6000158334285309, unseen = -5.703782474656201,
likelihoods = HashMap.fromList [("", 0.0)], n = 298},
ClassData{prior = -0.5940217850471116, unseen = -5.717027701406222,
likelihoods = HashMap.fromList [("", 0.0)], n = 302},
koData =
ClassData{prior = -0.7958511093892084,
ClassData{prior = -0.8031905918772542,
unseen = -5.5093883366279774,
likelihoods = HashMap.fromList [("", 0.0)], n = 245}}),
("<year> (bc|ad)",
@ -529,17 +529,18 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("in|during <named-month>|year",
Classifier{okData =
ClassData{prior = -0.2578291093020998, unseen = -3.713572066704308,
ClassData{prior = -0.24512245803298496,
unseen = -3.7612001156935624,
likelihoods =
HashMap.fromList
[("<year> (bc|ad)", -1.8971199848858813),
("October", -2.995732273553991),
("year (latent)", -1.3862943611198906),
("year", -0.9808292530117262), ("March", -2.5902671654458267),
("month", -2.3025850929940455)],
n = 17},
[("<year> (bc|ad)", -1.9459101490553135),
("October", -3.044522437723423),
("year (latent)", -1.3397743454849977),
("year", -0.9650808960435872), ("March", -2.639057329615259),
("month", -2.3513752571634776)],
n = 18},
koData =
ClassData{prior = -1.4816045409242156, unseen = -2.833213344056216,
ClassData{prior = -1.5260563034950494, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("October", -1.6739764335716716),
@ -813,337 +814,341 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.4744579795951158, unseen = -6.715383386334681,
ClassData{prior = -0.46960290794203635,
unseen = -6.727431724850855,
likelihoods =
HashMap.fromList
[("Navaratriyear (latent)", -6.021023349349527),
("Ramadanyear (latent)", -6.021023349349527),
[("Navaratriyear (latent)", -6.0330862217988015),
("Ramadanyear (latent)", -6.0330862217988015),
("<datetime> - <datetime> (interval)on <date>",
-4.768260380854159),
("Bhai Doojyear (latent)", -6.021023349349527),
-4.780323253303433),
("Bhai Doojyear (latent)", -6.0330862217988015),
("<time-of-day> - <time-of-day> (interval)on <date>",
-4.768260380854159),
("hourday", -4.316275257111101),
("dayhour", -3.158822468420058),
("Martin Luther King's Dayyear (latent)", -5.615558241241362),
("Shemini Atzeretyear (latent)", -6.021023349349527),
("daymonth", -5.1047326174753715),
("monthday", -5.615558241241362),
("monthyear", -4.229263880121471),
("Yom Ha'atzmautyear (latent)", -6.021023349349527),
("Vijayadashamiyear (latent)", -6.021023349349527),
("Thai Pongalyear (latent)", -5.327876168789581),
("Thiru Onamyear (latent)", -5.327876168789581),
("Tuesdaythe <day-of-month> (ordinal)", -6.021023349349527),
-4.780323253303433),
("hourday", -4.328338129560376),
("dayhour", -3.170885340869333),
("Martin Luther King's Dayyear (latent)", -5.627621113690637),
("Shemini Atzeretyear (latent)", -6.0330862217988015),
("daymonth", -5.116795489924646),
("monthday", -5.627621113690637),
("monthyear", -4.241326752570746),
("Yom Ha'atzmautyear (latent)", -6.0330862217988015),
("Vijayadashamiyear (latent)", -6.0330862217988015),
("Thai Pongalyear (latent)", -5.339939041238856),
("Thiru Onamyear (latent)", -5.339939041238856),
("Tuesdaythe <day-of-month> (ordinal)", -6.0330862217988015),
("from <datetime> - <datetime> (interval)July",
-6.021023349349527),
("houryear", -5.327876168789581),
-6.0330862217988015),
("houryear", -5.339939041238856),
("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-6.021023349349527),
("Christmas<time-of-day> am|pm", -6.021023349349527),
-6.0330862217988015),
("Christmas<time-of-day> am|pm", -6.0330862217988015),
("last <day-of-week> of <time>year (latent)",
-6.021023349349527),
-6.0330862217988015),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.327876168789581),
("<time-of-day> am|pmintersect", -4.768260380854159),
("Earth Houryear (latent)", -6.021023349349527),
("Octoberyear (latent)", -4.516945952573252),
("intersect<time-of-day> am|pm", -6.021023349349527),
("Mattu Pongalyear (latent)", -6.021023349349527),
("Shavuotyear (latent)", -6.021023349349527),
-5.339939041238856),
("<time-of-day> am|pmintersect", -4.780323253303433),
("Earth Houryear (latent)", -6.0330862217988015),
("Octoberyear (latent)", -4.529008825022527),
("intersect<time-of-day> am|pm", -6.0330862217988015),
("Mattu Pongalyear (latent)", -6.0330862217988015),
("Shavuotyear (latent)", -6.0330862217988015),
("at <time-of-day>in|within|after <duration>",
-6.021023349349527),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.021023349349527),
-6.0330862217988015),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.0330862217988015),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.615558241241362),
("Marchyear (latent)", -6.021023349349527),
("Sukkotyear (latent)", -5.615558241241362),
-5.627621113690637),
("Marchyear (latent)", -6.0330862217988015),
("Sukkotyear (latent)", -5.627621113690637),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-6.021023349349527),
("Clean Mondayyear (latent)", -5.615558241241362),
("monthhour", -5.615558241241362),
("todayat <time-of-day>", -6.021023349349527),
("Thursday<time> timezone", -4.075113200294213),
("from|since|after <time>December", -6.021023349349527),
-6.0330862217988015),
("Clean Mondayyear (latent)", -5.627621113690637),
("monthhour", -5.627621113690637),
("todayat <time-of-day>", -6.0330862217988015),
("Thursday<time> timezone", -4.087176072743488),
("from|since|after <time>December", -6.0330862217988015),
("this <time>hh(:mm) - <time-of-day> am|pm",
-6.021023349349527),
("yyyy-mm-ddhh:mm:ss", -5.615558241241362),
("dayday", -4.0061203288072615),
("<time> <part-of-day>at <time-of-day>", -6.021023349349527),
("tonightat <time-of-day>", -6.021023349349527),
-6.0330862217988015),
("yyyy-mm-ddhh:mm:ss", -5.627621113690637),
("dayday", -4.018183201256536),
("<time> <part-of-day>at <time-of-day>", -6.0330862217988015),
("tonightat <time-of-day>", -6.0330862217988015),
("<time-of-day> am|pmabsorption of , after named day",
-5.327876168789581),
("today<time-of-day> am|pm", -6.021023349349527),
("Februarythe <day-of-month> (ordinal)", -5.615558241241362),
("at <time-of-day><time> <part-of-day>", -6.021023349349527),
("hourhour", -4.768260380854159),
("<time-of-day> am|pmon <date>", -4.0061203288072615),
("Navaratriin|during <named-month>|year", -6.021023349349527),
("Wednesdaythis|last|next <cycle>", -6.021023349349527),
("Lentyear (latent)", -6.021023349349527),
-5.339939041238856),
("today<time-of-day> am|pm", -6.0330862217988015),
("Februarythe <day-of-month> (ordinal)", -5.627621113690637),
("at <time-of-day><time> <part-of-day>", -6.0330862217988015),
("hourhour", -4.780323253303433),
("<time-of-day> am|pmon <date>", -4.018183201256536),
("Navaratriin|during <named-month>|year", -6.0330862217988015),
("Wednesdaythis|last|next <cycle>", -6.0330862217988015),
("Lentyear (latent)", -6.0330862217988015),
("intersect<named-month> <day-of-month> (non ordinal)",
-4.516945952573252),
("Boghiyear (latent)", -6.021023349349527),
("dayyear", -2.0413416954475654),
("Thursdayfrom|since|after <time>", -5.615558241241362),
-4.529008825022527),
("Boghiyear (latent)", -6.0330862217988015),
("dayyear", -2.0167032010464125),
("Thursdayfrom|since|after <time>", -5.627621113690637),
("<time-of-day> o'clockin|during the <part-of-day>",
-6.021023349349527),
("Thursdayat <time-of-day>", -5.327876168789581),
("Islamic New Yearyear (latent)", -5.615558241241362),
("Laylat al-Qadryear (latent)", -5.1047326174753715),
("Shrove Tuesdayyear (latent)", -6.021023349349527),
-6.0330862217988015),
("Thursdayat <time-of-day>", -5.339939041238856),
("Islamic New Yearyear (latent)", -5.627621113690637),
("Laylat al-Qadryear (latent)", -5.116795489924646),
("Shrove Tuesdayyear (latent)", -6.0330862217988015),
("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-5.327876168789581),
("<time-of-day> am|pmtomorrow", -5.327876168789581),
("Yom Kippuryear (latent)", -6.021023349349527),
("<part-of-day> of <time>year (latent)", -6.021023349349527),
("minutehour", -5.1047326174753715),
("Kaanum Pongalyear (latent)", -5.615558241241362),
("Maha Saptamiyear (latent)", -6.021023349349527),
-5.339939041238856),
("<time-of-day> am|pmtomorrow", -5.339939041238856),
("Yom Kippuryear (latent)", -6.0330862217988015),
("<part-of-day> of <time>year (latent)", -6.0330862217988015),
("minutehour", -5.116795489924646),
("Kaanum Pongalyear (latent)", -5.627621113690637),
("Maha Saptamiyear (latent)", -6.0330862217988015),
("at <time-of-day>in|during the <part-of-day>",
-5.615558241241362),
-5.627621113690637),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-4.316275257111101),
("for <duration> from <time>December", -6.021023349349527),
("tomorrow<time-of-day> sharp|exactly", -6.021023349349527),
-4.328338129560376),
("for <duration> from <time>December", -6.0330862217988015),
("tomorrow<time-of-day> sharp|exactly", -6.0330862217988015),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.1047326174753715),
-5.116795489924646),
("on <date><named-month> <day-of-month> (non ordinal)",
-5.615558241241362),
("Pentecostyear (latent)", -6.021023349349527),
-5.627621113690637),
("Pentecostyear (latent)", -6.0330862217988015),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.1047326174753715),
("Eid al-Fitryear (latent)", -6.021023349349527),
-5.116795489924646),
("Eid al-Fitryear (latent)", -6.0330862217988015),
("Vasant Panchamiin|during <named-month>|year",
-6.021023349349527),
("Mondayin|during the <part-of-day>", -6.021023349349527),
("Chhathin|during <named-month>|year", -6.021023349349527),
("Diwaliin|during <named-month>|year", -6.021023349349527),
("Raksha Bandhanyear (latent)", -6.021023349349527),
("daysecond", -5.615558241241362),
-6.0330862217988015),
("Mondayin|during the <part-of-day>", -6.0330862217988015),
("Chhathin|during <named-month>|year", -6.0330862217988015),
("Diwaliin|during <named-month>|year", -6.0330862217988015),
("Vaisakhiin|during <named-month>|year", -6.0330862217988015),
("Raksha Bandhanyear (latent)", -6.0330862217988015),
("daysecond", -5.627621113690637),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-5.615558241241362),
("Ashurayear (latent)", -6.021023349349527),
("Tuesdayin|during <named-month>|year", -6.021023349349527),
("Chinese New Yearyear (latent)", -6.021023349349527),
("Lag BaOmeryear (latent)", -6.021023349349527),
-5.627621113690637),
("Ashurayear (latent)", -6.0330862217988015),
("Tuesdayin|during <named-month>|year", -6.0330862217988015),
("Chinese New Yearyear (latent)", -6.0330862217988015),
("Lag BaOmeryear (latent)", -6.0330862217988015),
("last weekend of <named-month>year (latent)",
-6.021023349349527),
("Eid al-Adhayear (latent)", -5.1047326174753715),
("intersectin|during the <part-of-day>", -6.021023349349527),
("Palm Sundayyear (latent)", -6.021023349349527),
("Christmasat <time-of-day>", -6.021023349349527),
("Passoveryear (latent)", -6.021023349349527),
("Lazarus Saturdayyear (latent)", -6.021023349349527),
-6.0330862217988015),
("Eid al-Adhayear (latent)", -5.116795489924646),
("intersectin|during the <part-of-day>", -6.0330862217988015),
("Palm Sundayyear (latent)", -6.0330862217988015),
("Christmasat <time-of-day>", -6.0330862217988015),
("Passoveryear (latent)", -6.0330862217988015),
("Lazarus Saturdayyear (latent)", -6.0330862217988015),
("<day-of-month> (ordinal or number) <named-month>year (latent)",
-6.021023349349527),
("Yom HaShoahyear (latent)", -5.615558241241362),
-6.0330862217988015),
("Yom HaShoahyear (latent)", -5.627621113690637),
("Thursday<datetime> - <datetime> (interval)",
-5.615558241241362),
-5.627621113690637),
("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
-6.021023349349527),
("Septemberyear (latent)", -5.615558241241362),
-6.0330862217988015),
("Septemberyear (latent)", -5.627621113690637),
("Thursday<time-of-day> - <time-of-day> (interval)",
-4.768260380854159),
("Halloweenyear (latent)", -6.021023349349527),
-4.780323253303433),
("Halloweenyear (latent)", -6.0330862217988015),
("<ordinal> last <cycle> of <time>year (latent)",
-5.615558241241362),
-5.627621113690637),
("from <time-of-day> - <time-of-day> (interval)on <date>",
-5.327876168789581),
-5.339939041238856),
("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
-6.021023349349527),
("at <time-of-day>intersect", -5.615558241241362),
("Rosh Hashanahyear (latent)", -5.327876168789581),
("Dhanterasyear (latent)", -6.021023349349527),
("Tu BiShvatyear (latent)", -6.021023349349527),
("Holiyear (latent)", -5.327876168789581),
-6.0330862217988015),
("at <time-of-day>intersect", -5.627621113690637),
("Rosh Hashanahyear (latent)", -5.339939041238856),
("Dhanterasyear (latent)", -6.0330862217988015),
("Tu BiShvatyear (latent)", -6.0330862217988015),
("Holiyear (latent)", -5.339939041238856),
("<time-of-day> - <time-of-day> (interval)tomorrow",
-6.021023349349527),
("Holika Dahanyear (latent)", -5.327876168789581),
-6.0330862217988015),
("Holika Dahanyear (latent)", -5.339939041238856),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-6.021023349349527),
("dayminute", -3.346874699922998),
("Mawlidyear (latent)", -6.021023349349527),
-6.0330862217988015),
("dayminute", -3.3589375723722728),
("Mawlidyear (latent)", -6.0330862217988015),
("from <datetime> - <datetime> (interval)on <date>",
-5.615558241241362),
-5.627621113690637),
("<datetime> - <datetime> (interval)tomorrow",
-6.021023349349527),
("Jumu'atul-Widayear (latent)", -5.1047326174753715),
("minuteday", -2.3834371896231406),
-6.0330862217988015),
("Jumu'atul-Widayear (latent)", -5.116795489924646),
("minuteday", -2.395500062072416),
("absorption of , after named dayintersect",
-6.021023349349527),
("Orthodox Easter Sundayyear (latent)", -6.021023349349527),
-6.0330862217988015),
("Orthodox Easter Sundayyear (latent)", -6.0330862217988015),
("<ordinal> <cycle> of <time>year (latent)",
-6.021023349349527),
-6.0330862217988015),
("the <day-of-month> (ordinal)in|during the <part-of-day>",
-6.021023349349527),
("Boss's Dayyear (latent)", -5.615558241241362),
("Global Youth Service Dayyear (latent)", -6.021023349349527),
("Dhanterasin|during <named-month>|year", -6.021023349349527),
("Tisha B'Avyear (latent)", -6.021023349349527),
("Isra and Mi'rajyear (latent)", -5.1047326174753715),
-6.0330862217988015),
("Boss's Dayyear (latent)", -5.627621113690637),
("Global Youth Service Dayyear (latent)", -6.0330862217988015),
("Dhanterasin|during <named-month>|year", -6.0330862217988015),
("Tisha B'Avyear (latent)", -6.0330862217988015),
("Isra and Mi'rajyear (latent)", -5.116795489924646),
("at <time-of-day>absorption of , after named day",
-6.021023349349527),
("Christmasyear (latent)", -5.615558241241362),
("Naraka Chaturdashiyear (latent)", -5.615558241241362),
("at <time-of-day>on <date>", -4.922411060681417),
("Thai Pongalin|during <named-month>|year", -6.021023349349527),
-6.0330862217988015),
("Christmasyear (latent)", -5.627621113690637),
("Naraka Chaturdashiyear (latent)", -5.627621113690637),
("at <time-of-day>on <date>", -4.9344739331306915),
("Thai Pongalin|during <named-month>|year",
-6.0330862217988015),
("between <time-of-day> and <time-of-day> (interval)on <date>",
-4.411585436915426),
("dayweek", -6.021023349349527),
("Easter Sundayyear (latent)", -5.327876168789581),
("weekyear", -4.922411060681417),
("hh:mmin|during the <part-of-day>", -5.327876168789581),
-4.423648309364701),
("dayweek", -6.0330862217988015),
("Easter Sundayyear (latent)", -5.339939041238856),
("weekyear", -4.9344739331306915),
("hh:mmin|during the <part-of-day>", -5.339939041238856),
("<cycle> after|before <time><time-of-day> am|pm",
-5.615558241241362),
("Hanukkahyear (latent)", -5.327876168789581),
("February<time> <part-of-day>", -6.021023349349527),
("Great Lentyear (latent)", -6.021023349349527),
("tomorrowat <time-of-day>", -5.327876168789581),
("between <time> and <time>on <date>", -4.411585436915426),
-5.627621113690637),
("Hanukkahyear (latent)", -5.339939041238856),
("February<time> <part-of-day>", -6.0330862217988015),
("Great Lentyear (latent)", -6.0330862217988015),
("tomorrowat <time-of-day>", -5.339939041238856),
("between <time> and <time>on <date>", -4.423648309364701),
("Vaisakhiyear (latent)", -5.339939041238856),
("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-6.021023349349527),
("last <cycle> of <time>year (latent)", -5.327876168789581),
("at <time-of-day>tomorrow", -5.615558241241362),
("tomorrow<time-of-day> am|pm", -6.021023349349527),
-6.0330862217988015),
("last <cycle> of <time>year (latent)", -5.339939041238856),
("at <time-of-day>tomorrow", -5.627621113690637),
("tomorrow<time-of-day> am|pm", -6.0330862217988015),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-6.021023349349527),
("Diwaliyear (latent)", -6.021023349349527),
("Black Fridayyear (latent)", -5.615558241241362),
-6.0330862217988015),
("Diwaliyear (latent)", -6.0330862217988015),
("Black Fridayyear (latent)", -5.627621113690637),
("the <ordinal> last <cycle> of <time>year (latent)",
-6.021023349349527),
-6.0330862217988015),
("in|during the <part-of-day>at <time-of-day>",
-6.021023349349527),
("Chhathyear (latent)", -5.615558241241362),
("Vasant Panchamiyear (latent)", -6.021023349349527),
("Thursday<time> (timezone)", -6.021023349349527),
-6.0330862217988015),
("Chhathyear (latent)", -5.627621113690637),
("Vasant Panchamiyear (latent)", -6.0330862217988015),
("Thursday<time> (timezone)", -6.0330862217988015),
("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-6.021023349349527),
("Februaryintersect", -6.021023349349527),
("Simchat Torahyear (latent)", -6.021023349349527),
("minuteyear", -6.021023349349527)],
n = 308},
-6.0330862217988015),
("Februaryintersect", -6.0330862217988015),
("Simchat Torahyear (latent)", -6.0330862217988015),
("minuteyear", -6.0330862217988015)],
n = 312},
koData =
ClassData{prior = -0.9734491457141037, unseen = -6.368187186350492,
ClassData{prior = -0.9814974788969321, unseen = -6.371611847231857,
likelihoods =
HashMap.fromList
[("<time-of-day> - <time-of-day> (interval)on <date>",
-4.757032535297338),
("hourday", -4.757032535297338),
("dayhour", -3.1083739097099556),
("Tuesdayfrom|since|after <time>", -5.673323267171493),
("daymonth", -3.6584202466292277),
("monthyear", -4.420560298676125),
("<time-of-day> am|pmyear (latent)", -5.267858159063328),
("Thai Pongalyear (latent)", -4.980176086611547),
("intersecthh:mm", -5.673323267171493),
-4.760463070394127),
("hourday", -4.760463070394127),
("dayhour", -3.111804444806745),
("Tuesdayfrom|since|after <time>", -5.676753802268282),
("daymonth", -3.661850781726017),
("monthyear", -4.423990833772914),
("<time-of-day> am|pmyear (latent)", -5.271288694160117),
("Thai Pongalyear (latent)", -4.983606621708336),
("intersecthh:mm", -5.676753802268282),
("from <datetime> - <datetime> (interval)July",
-5.673323267171493),
("houryear", -4.757032535297338),
-5.676753802268282),
("houryear", -4.760463070394127),
("from <time-of-day> - <time-of-day> (interval)July",
-5.673323267171493),
-5.676753802268282),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-4.980176086611547),
("<time-of-day> am|pmintersect", -4.420560298676125),
("until <time>on <date>", -4.980176086611547),
("Octoberyear (latent)", -5.673323267171493),
-4.983606621708336),
("<time-of-day> am|pmintersect", -4.423990833772914),
("until <time>on <date>", -4.983606621708336),
("Octoberyear (latent)", -5.676753802268282),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-4.980176086611547),
-4.983606621708336),
("about|exactly <time-of-day>year (latent)",
-5.673323267171493),
("absorption of , after named dayJuly", -5.267858159063328),
("from|since|after <time>July", -5.673323267171493),
-5.676753802268282),
("absorption of , after named dayJuly", -5.271288694160117),
("from|since|after <time>July", -5.676753802268282),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-4.757032535297338),
("Clean Mondayyear (latent)", -5.673323267171493),
("monthhour", -5.673323267171493),
("hourmonth", -4.757032535297338),
("todayat <time-of-day>", -5.673323267171493),
("from|since|after <time>December", -5.673323267171493),
-4.760463070394127),
("Clean Mondayyear (latent)", -5.676753802268282),
("monthhour", -5.676753802268282),
("hourmonth", -4.760463070394127),
("todayat <time-of-day>", -5.676753802268282),
("from|since|after <time>December", -5.676753802268282),
("from|since|after <time><time-of-day> am|pm",
-5.673323267171493),
("Mondayyear (latent)", -4.980176086611547),
("dayday", -5.267858159063328),
("<time-of-day> am|pmon <date>", -4.420560298676125),
("Thursdaydd/mm", -5.673323267171493),
("dayyear", -2.8111223862420243),
("New Year's Dayyear (latent)", -5.267858159063328),
("Thursdayfrom|since|after <time>", -3.9685751749330676),
("Thursdayat <time-of-day>", -4.063885354737392),
-5.676753802268282),
("Mondayyear (latent)", -4.983606621708336),
("dayday", -5.271288694160117),
("<time-of-day> am|pmon <date>", -4.423990833772914),
("Thursdaydd/mm", -5.676753802268282),
("dayyear", -2.8145529213388136),
("New Year's Dayyear (latent)", -5.271288694160117),
("Thursdayfrom|since|after <time>", -3.9720057100298565),
("Thursdayat <time-of-day>", -4.067315889834181),
("<integer> to|till|before <hour-of-day>September",
-5.673323267171493),
("Aprilyear (latent)", -5.673323267171493),
("monthminute", -5.673323267171493),
("<time-of-day> am|pmtomorrow", -5.673323267171493),
("Thursdayhh:mm", -4.757032535297338),
("minutemonth", -3.8815637979434374),
("Augustyear (latent)", -5.267858159063328),
-5.676753802268282),
("Aprilyear (latent)", -5.676753802268282),
("monthminute", -5.676753802268282),
("<time-of-day> am|pmtomorrow", -5.676753802268282),
("Thursdayhh:mm", -4.760463070394127),
("minutemonth", -3.884994333040227),
("Augustyear (latent)", -5.271288694160117),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.267858159063328),
-5.271288694160117),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.267858159063328),
("week-endin|during <named-month>|year", -5.673323267171493),
-5.271288694160117),
("week-endin|during <named-month>|year", -5.676753802268282),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-5.673323267171493),
("Sundayyear (latent)", -4.757032535297338),
("Christmasat <time-of-day>", -5.673323267171493),
("from|since|after <time>year (latent)", -4.574710978503383),
-5.676753802268282),
("Sundayyear (latent)", -4.760463070394127),
("Christmasat <time-of-day>", -5.676753802268282),
("from|since|after <time>year (latent)", -4.578141513600172),
("<duration> after|before|from <time>December",
-5.673323267171493),
("yesterday<time-of-day> am|pm", -5.673323267171493),
-5.676753802268282),
("yesterday<time-of-day> am|pm", -5.676753802268282),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-5.673323267171493),
-5.676753802268282),
("Thursday<time-of-day> - <time-of-day> (interval)",
-4.980176086611547),
-4.983606621708336),
("in|during <named-month>|yearyear (latent)",
-5.673323267171493),
("at <time-of-day>intersect", -5.267858159063328),
("hh:mmyear (latent)", -4.574710978503383),
("Holiyear (latent)", -5.673323267171493),
("until <time><time-of-day> am|pm", -5.673323267171493),
-5.676753802268282),
("at <time-of-day>intersect", -5.271288694160117),
("hh:mmyear (latent)", -4.578141513600172),
("Holiyear (latent)", -5.676753802268282),
("until <time><time-of-day> am|pm", -5.676753802268282),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.673323267171493),
("dayminute", -2.9324832432462915),
("yyyy-mm-ddhh:mm", -5.267858159063328),
("intersectSeptember", -4.169245870395218),
("minuteday", -2.6052703320378754),
-5.676753802268282),
("dayminute", -2.935913778343081),
("yyyy-mm-ddhh:mm", -5.271288694160117),
("intersectSeptember", -4.172676405492008),
("minuteday", -2.6087008671346648),
("absorption of , after named dayintersect",
-5.673323267171493),
("Februaryin|during the <part-of-day>", -5.673323267171493),
("hh:mmon <date>", -3.6584202466292277),
("Saturdayyear (latent)", -5.673323267171493),
("from|since|after <time>on <date>", -4.757032535297338),
-5.676753802268282),
("Februaryin|during the <part-of-day>", -5.676753802268282),
("hh:mmon <date>", -3.661850781726017),
("Saturdayyear (latent)", -5.676753802268282),
("from|since|after <time>on <date>", -4.760463070394127),
("absorption of , after named daySeptember",
-4.757032535297338),
("Naraka Chaturdashiyear (latent)", -5.673323267171493),
("on <date>September", -5.267858159063328),
("at <time-of-day>on <date>", -5.267858159063328),
("dayweek", -5.673323267171493),
("Easter Sundayyear (latent)", -5.267858159063328),
("Thursday<time-of-day> am|pm", -4.420560298676125),
("weekyear", -5.267858159063328),
-4.760463070394127),
("Naraka Chaturdashiyear (latent)", -5.676753802268282),
("on <date>September", -5.271288694160117),
("at <time-of-day>on <date>", -5.271288694160117),
("dayweek", -5.676753802268282),
("Easter Sundayyear (latent)", -5.271288694160117),
("Thursday<time-of-day> am|pm", -4.423990833772914),
("weekyear", -5.271288694160117),
("<named-month> <day-of-month> (non ordinal)until <time>",
-5.673323267171493),
-5.676753802268282),
("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-5.267858159063328),
-5.271288694160117),
("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-4.980176086611547),
("Sundayfrom|since|after <time>", -5.673323267171493),
("absorption of , after named dayFebruary", -4.757032535297338),
-4.983606621708336),
("Sundayfrom|since|after <time>", -5.676753802268282),
("absorption of , after named dayFebruary", -4.760463070394127),
("July<integer> to|till|before <hour-of-day>",
-5.673323267171493),
("tomorrowat <time-of-day>", -5.673323267171493),
-5.676753802268282),
("tomorrowat <time-of-day>", -5.676753802268282),
("<integer> to|till|before <hour-of-day>July",
-5.673323267171493),
("last <cycle> of <time>year (latent)", -5.267858159063328),
("tomorrow<time-of-day> am|pm", -5.673323267171493),
-5.676753802268282),
("last <cycle> of <time>year (latent)", -5.271288694160117),
("tomorrow<time-of-day> am|pm", -5.676753802268282),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-4.980176086611547),
("Diwaliyear (latent)", -5.267858159063328),
-4.983606621708336),
("Diwaliyear (latent)", -5.271288694160117),
("<time-of-day> - <time-of-day> (interval)July",
-5.673323267171493),
("Fridayyear (latent)", -5.267858159063328),
("minuteyear", -4.420560298676125)],
-5.676753802268282),
("Fridayyear (latent)", -5.271288694160117),
("minuteyear", -4.423990833772914)],
n = 187}}),
("one eleven",
Classifier{okData =
@ -1358,15 +1363,14 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -0.15201620729862575,
unseen = -4.9344739331306915,
ClassData{prior = -0.1479201300766222, unseen = -4.962844630259907,
likelihoods =
HashMap.fromList
[("integer (numeric)", -4.445176257083381e-2),
("intersect 2 numbers", -3.5409593240373143)],
n = 134},
[("integer (numeric)", -4.317217186520878e-2),
("intersect 2 numbers", -3.56953269648137)],
n = 138},
koData =
ClassData{prior = -1.9588135538912212, unseen = -3.295836866004329,
ClassData{prior = -1.984131361875511, unseen = -3.295836866004329,
likelihoods =
HashMap.fromList
[("integer (numeric)", -1.1786549963416462),
@ -3029,6 +3033,13 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Vaisakhi",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("right now",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,

View File

@ -75,10 +75,10 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.6000158334285309, unseen = -5.703782474656201,
likelihoods = HashMap.fromList [("", 0.0)], n = 298},
ClassData{prior = -0.5940217850471116, unseen = -5.717027701406222,
likelihoods = HashMap.fromList [("", 0.0)], n = 302},
koData =
ClassData{prior = -0.7958511093892084,
ClassData{prior = -0.8031905918772542,
unseen = -5.5093883366279774,
likelihoods = HashMap.fromList [("", 0.0)], n = 245}}),
("<year> (bc|ad)",
@ -529,17 +529,18 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("in|during <named-month>|year",
Classifier{okData =
ClassData{prior = -0.2578291093020998, unseen = -3.713572066704308,
ClassData{prior = -0.24512245803298496,
unseen = -3.7612001156935624,
likelihoods =
HashMap.fromList
[("<year> (bc|ad)", -1.8971199848858813),
("October", -2.995732273553991),
("year (latent)", -1.3862943611198906),
("year", -0.9808292530117262), ("March", -2.5902671654458267),
("month", -2.3025850929940455)],
n = 17},
[("<year> (bc|ad)", -1.9459101490553135),
("October", -3.044522437723423),
("year (latent)", -1.3397743454849977),
("year", -0.9650808960435872), ("March", -2.639057329615259),
("month", -2.3513752571634776)],
n = 18},
koData =
ClassData{prior = -1.4816045409242156, unseen = -2.833213344056216,
ClassData{prior = -1.5260563034950494, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("October", -1.6739764335716716),
@ -813,337 +814,341 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.4744579795951158, unseen = -6.715383386334681,
ClassData{prior = -0.46960290794203635,
unseen = -6.727431724850855,
likelihoods =
HashMap.fromList
[("Navaratriyear (latent)", -6.021023349349527),
("Ramadanyear (latent)", -6.021023349349527),
[("Navaratriyear (latent)", -6.0330862217988015),
("Ramadanyear (latent)", -6.0330862217988015),
("<datetime> - <datetime> (interval)on <date>",
-4.768260380854159),
("Bhai Doojyear (latent)", -6.021023349349527),
-4.780323253303433),
("Bhai Doojyear (latent)", -6.0330862217988015),
("<time-of-day> - <time-of-day> (interval)on <date>",
-4.768260380854159),
("hourday", -4.316275257111101),
("dayhour", -3.158822468420058),
("Martin Luther King's Dayyear (latent)", -5.615558241241362),
("Shemini Atzeretyear (latent)", -6.021023349349527),
("daymonth", -5.1047326174753715),
("monthday", -5.615558241241362),
("monthyear", -4.229263880121471),
("Yom Ha'atzmautyear (latent)", -6.021023349349527),
("Vijayadashamiyear (latent)", -6.021023349349527),
("Thai Pongalyear (latent)", -5.327876168789581),
("Thiru Onamyear (latent)", -5.327876168789581),
("Tuesdaythe <day-of-month> (ordinal)", -6.021023349349527),
-4.780323253303433),
("hourday", -4.328338129560376),
("dayhour", -3.170885340869333),
("Martin Luther King's Dayyear (latent)", -5.627621113690637),
("Shemini Atzeretyear (latent)", -6.0330862217988015),
("daymonth", -5.116795489924646),
("monthday", -5.627621113690637),
("monthyear", -4.241326752570746),
("Yom Ha'atzmautyear (latent)", -6.0330862217988015),
("Vijayadashamiyear (latent)", -6.0330862217988015),
("Thai Pongalyear (latent)", -5.339939041238856),
("Thiru Onamyear (latent)", -5.339939041238856),
("Tuesdaythe <day-of-month> (ordinal)", -6.0330862217988015),
("from <datetime> - <datetime> (interval)July",
-6.021023349349527),
("houryear", -5.327876168789581),
-6.0330862217988015),
("houryear", -5.339939041238856),
("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-6.021023349349527),
("Christmas<time-of-day> am|pm", -6.021023349349527),
-6.0330862217988015),
("Christmas<time-of-day> am|pm", -6.0330862217988015),
("last <day-of-week> of <time>year (latent)",
-6.021023349349527),
-6.0330862217988015),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.327876168789581),
("<time-of-day> am|pmintersect", -4.768260380854159),
("Earth Houryear (latent)", -6.021023349349527),
("Octoberyear (latent)", -4.516945952573252),
("intersect<time-of-day> am|pm", -6.021023349349527),
("Mattu Pongalyear (latent)", -6.021023349349527),
("Shavuotyear (latent)", -6.021023349349527),
-5.339939041238856),
("<time-of-day> am|pmintersect", -4.780323253303433),
("Earth Houryear (latent)", -6.0330862217988015),
("Octoberyear (latent)", -4.529008825022527),
("intersect<time-of-day> am|pm", -6.0330862217988015),
("Mattu Pongalyear (latent)", -6.0330862217988015),
("Shavuotyear (latent)", -6.0330862217988015),
("at <time-of-day>in|within|after <duration>",
-6.021023349349527),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.021023349349527),
-6.0330862217988015),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.0330862217988015),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.615558241241362),
("Marchyear (latent)", -6.021023349349527),
("Sukkotyear (latent)", -5.615558241241362),
-5.627621113690637),
("Marchyear (latent)", -6.0330862217988015),
("Sukkotyear (latent)", -5.627621113690637),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-6.021023349349527),
("Clean Mondayyear (latent)", -5.615558241241362),
("monthhour", -5.615558241241362),
("todayat <time-of-day>", -6.021023349349527),
("Thursday<time> timezone", -4.075113200294213),
("from|since|after <time>December", -6.021023349349527),
-6.0330862217988015),
("Clean Mondayyear (latent)", -5.627621113690637),
("monthhour", -5.627621113690637),
("todayat <time-of-day>", -6.0330862217988015),
("Thursday<time> timezone", -4.087176072743488),
("from|since|after <time>December", -6.0330862217988015),
("this <time>hh(:mm) - <time-of-day> am|pm",
-6.021023349349527),
("yyyy-mm-ddhh:mm:ss", -5.615558241241362),
("dayday", -4.0061203288072615),
("<time> <part-of-day>at <time-of-day>", -6.021023349349527),
("tonightat <time-of-day>", -6.021023349349527),
-6.0330862217988015),
("yyyy-mm-ddhh:mm:ss", -5.627621113690637),
("dayday", -4.018183201256536),
("<time> <part-of-day>at <time-of-day>", -6.0330862217988015),
("tonightat <time-of-day>", -6.0330862217988015),
("<time-of-day> am|pmabsorption of , after named day",
-5.327876168789581),
("today<time-of-day> am|pm", -6.021023349349527),
("Februarythe <day-of-month> (ordinal)", -5.615558241241362),
("at <time-of-day><time> <part-of-day>", -6.021023349349527),
("hourhour", -4.768260380854159),
("<time-of-day> am|pmon <date>", -4.0061203288072615),
("Navaratriin|during <named-month>|year", -6.021023349349527),
("Wednesdaythis|last|next <cycle>", -6.021023349349527),
("Lentyear (latent)", -6.021023349349527),
-5.339939041238856),
("today<time-of-day> am|pm", -6.0330862217988015),
("Februarythe <day-of-month> (ordinal)", -5.627621113690637),
("at <time-of-day><time> <part-of-day>", -6.0330862217988015),
("hourhour", -4.780323253303433),
("<time-of-day> am|pmon <date>", -4.018183201256536),
("Navaratriin|during <named-month>|year", -6.0330862217988015),
("Wednesdaythis|last|next <cycle>", -6.0330862217988015),
("Lentyear (latent)", -6.0330862217988015),
("intersect<named-month> <day-of-month> (non ordinal)",
-4.516945952573252),
("Boghiyear (latent)", -6.021023349349527),
("dayyear", -2.0413416954475654),
("Thursdayfrom|since|after <time>", -5.615558241241362),
-4.529008825022527),
("Boghiyear (latent)", -6.0330862217988015),
("dayyear", -2.0167032010464125),
("Thursdayfrom|since|after <time>", -5.627621113690637),
("<time-of-day> o'clockin|during the <part-of-day>",
-6.021023349349527),
("Thursdayat <time-of-day>", -5.327876168789581),
("Islamic New Yearyear (latent)", -5.615558241241362),
("Laylat al-Qadryear (latent)", -5.1047326174753715),
("Shrove Tuesdayyear (latent)", -6.021023349349527),
-6.0330862217988015),
("Thursdayat <time-of-day>", -5.339939041238856),
("Islamic New Yearyear (latent)", -5.627621113690637),
("Laylat al-Qadryear (latent)", -5.116795489924646),
("Shrove Tuesdayyear (latent)", -6.0330862217988015),
("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-5.327876168789581),
("<time-of-day> am|pmtomorrow", -5.327876168789581),
("Yom Kippuryear (latent)", -6.021023349349527),
("<part-of-day> of <time>year (latent)", -6.021023349349527),
("minutehour", -5.1047326174753715),
("Kaanum Pongalyear (latent)", -5.615558241241362),
("Maha Saptamiyear (latent)", -6.021023349349527),
-5.339939041238856),
("<time-of-day> am|pmtomorrow", -5.339939041238856),
("Yom Kippuryear (latent)", -6.0330862217988015),
("<part-of-day> of <time>year (latent)", -6.0330862217988015),
("minutehour", -5.116795489924646),
("Kaanum Pongalyear (latent)", -5.627621113690637),
("Maha Saptamiyear (latent)", -6.0330862217988015),
("at <time-of-day>in|during the <part-of-day>",
-5.615558241241362),
-5.627621113690637),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-4.316275257111101),
("for <duration> from <time>December", -6.021023349349527),
("tomorrow<time-of-day> sharp|exactly", -6.021023349349527),
-4.328338129560376),
("for <duration> from <time>December", -6.0330862217988015),
("tomorrow<time-of-day> sharp|exactly", -6.0330862217988015),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.1047326174753715),
-5.116795489924646),
("on <date><named-month> <day-of-month> (non ordinal)",
-5.615558241241362),
("Pentecostyear (latent)", -6.021023349349527),
-5.627621113690637),
("Pentecostyear (latent)", -6.0330862217988015),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.1047326174753715),
("Eid al-Fitryear (latent)", -6.021023349349527),
-5.116795489924646),
("Eid al-Fitryear (latent)", -6.0330862217988015),
("Vasant Panchamiin|during <named-month>|year",
-6.021023349349527),
("Mondayin|during the <part-of-day>", -6.021023349349527),
("Chhathin|during <named-month>|year", -6.021023349349527),
("Diwaliin|during <named-month>|year", -6.021023349349527),
("Raksha Bandhanyear (latent)", -6.021023349349527),
("daysecond", -5.615558241241362),
-6.0330862217988015),
("Mondayin|during the <part-of-day>", -6.0330862217988015),
("Chhathin|during <named-month>|year", -6.0330862217988015),
("Diwaliin|during <named-month>|year", -6.0330862217988015),
("Vaisakhiin|during <named-month>|year", -6.0330862217988015),
("Raksha Bandhanyear (latent)", -6.0330862217988015),
("daysecond", -5.627621113690637),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-5.615558241241362),
("Ashurayear (latent)", -6.021023349349527),
("Tuesdayin|during <named-month>|year", -6.021023349349527),
("Chinese New Yearyear (latent)", -6.021023349349527),
("Lag BaOmeryear (latent)", -6.021023349349527),
-5.627621113690637),
("Ashurayear (latent)", -6.0330862217988015),
("Tuesdayin|during <named-month>|year", -6.0330862217988015),
("Chinese New Yearyear (latent)", -6.0330862217988015),
("Lag BaOmeryear (latent)", -6.0330862217988015),
("last weekend of <named-month>year (latent)",
-6.021023349349527),
("Eid al-Adhayear (latent)", -5.1047326174753715),
("intersectin|during the <part-of-day>", -6.021023349349527),
("Palm Sundayyear (latent)", -6.021023349349527),
("Christmasat <time-of-day>", -6.021023349349527),
("Passoveryear (latent)", -6.021023349349527),
("Lazarus Saturdayyear (latent)", -6.021023349349527),
-6.0330862217988015),
("Eid al-Adhayear (latent)", -5.116795489924646),
("intersectin|during the <part-of-day>", -6.0330862217988015),
("Palm Sundayyear (latent)", -6.0330862217988015),
("Christmasat <time-of-day>", -6.0330862217988015),
("Passoveryear (latent)", -6.0330862217988015),
("Lazarus Saturdayyear (latent)", -6.0330862217988015),
("<day-of-month> (ordinal or number) <named-month>year (latent)",
-6.021023349349527),
("Yom HaShoahyear (latent)", -5.615558241241362),
-6.0330862217988015),
("Yom HaShoahyear (latent)", -5.627621113690637),
("Thursday<datetime> - <datetime> (interval)",
-5.615558241241362),
-5.627621113690637),
("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
-6.021023349349527),
("Septemberyear (latent)", -5.615558241241362),
-6.0330862217988015),
("Septemberyear (latent)", -5.627621113690637),
("Thursday<time-of-day> - <time-of-day> (interval)",
-4.768260380854159),
("Halloweenyear (latent)", -6.021023349349527),
-4.780323253303433),
("Halloweenyear (latent)", -6.0330862217988015),
("<ordinal> last <cycle> of <time>year (latent)",
-5.615558241241362),
-5.627621113690637),
("from <time-of-day> - <time-of-day> (interval)on <date>",
-5.327876168789581),
-5.339939041238856),
("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
-6.021023349349527),
("at <time-of-day>intersect", -5.615558241241362),
("Rosh Hashanahyear (latent)", -5.327876168789581),
("Dhanterasyear (latent)", -6.021023349349527),
("Tu BiShvatyear (latent)", -6.021023349349527),
("Holiyear (latent)", -5.327876168789581),
-6.0330862217988015),
("at <time-of-day>intersect", -5.627621113690637),
("Rosh Hashanahyear (latent)", -5.339939041238856),
("Dhanterasyear (latent)", -6.0330862217988015),
("Tu BiShvatyear (latent)", -6.0330862217988015),
("Holiyear (latent)", -5.339939041238856),
("<time-of-day> - <time-of-day> (interval)tomorrow",
-6.021023349349527),
("Holika Dahanyear (latent)", -5.327876168789581),
-6.0330862217988015),
("Holika Dahanyear (latent)", -5.339939041238856),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-6.021023349349527),
("dayminute", -3.346874699922998),
("Mawlidyear (latent)", -6.021023349349527),
-6.0330862217988015),
("dayminute", -3.3589375723722728),
("Mawlidyear (latent)", -6.0330862217988015),
("from <datetime> - <datetime> (interval)on <date>",
-5.615558241241362),
-5.627621113690637),
("<datetime> - <datetime> (interval)tomorrow",
-6.021023349349527),
("Jumu'atul-Widayear (latent)", -5.1047326174753715),
("minuteday", -2.3834371896231406),
-6.0330862217988015),
("Jumu'atul-Widayear (latent)", -5.116795489924646),
("minuteday", -2.395500062072416),
("absorption of , after named dayintersect",
-6.021023349349527),
("Orthodox Easter Sundayyear (latent)", -6.021023349349527),
-6.0330862217988015),
("Orthodox Easter Sundayyear (latent)", -6.0330862217988015),
("<ordinal> <cycle> of <time>year (latent)",
-6.021023349349527),
-6.0330862217988015),
("the <day-of-month> (ordinal)in|during the <part-of-day>",
-6.021023349349527),
("Boss's Dayyear (latent)", -5.615558241241362),
("Global Youth Service Dayyear (latent)", -6.021023349349527),
("Dhanterasin|during <named-month>|year", -6.021023349349527),
("Tisha B'Avyear (latent)", -6.021023349349527),
("Isra and Mi'rajyear (latent)", -5.1047326174753715),
-6.0330862217988015),
("Boss's Dayyear (latent)", -5.627621113690637),
("Global Youth Service Dayyear (latent)", -6.0330862217988015),
("Dhanterasin|during <named-month>|year", -6.0330862217988015),
("Tisha B'Avyear (latent)", -6.0330862217988015),
("Isra and Mi'rajyear (latent)", -5.116795489924646),
("at <time-of-day>absorption of , after named day",
-6.021023349349527),
("Christmasyear (latent)", -5.615558241241362),
("Naraka Chaturdashiyear (latent)", -5.615558241241362),
("at <time-of-day>on <date>", -4.922411060681417),
("Thai Pongalin|during <named-month>|year", -6.021023349349527),
-6.0330862217988015),
("Christmasyear (latent)", -5.627621113690637),
("Naraka Chaturdashiyear (latent)", -5.627621113690637),
("at <time-of-day>on <date>", -4.9344739331306915),
("Thai Pongalin|during <named-month>|year",
-6.0330862217988015),
("between <time-of-day> and <time-of-day> (interval)on <date>",
-4.411585436915426),
("dayweek", -6.021023349349527),
("Easter Sundayyear (latent)", -5.327876168789581),
("weekyear", -4.922411060681417),
("hh:mmin|during the <part-of-day>", -5.327876168789581),
-4.423648309364701),
("dayweek", -6.0330862217988015),
("Easter Sundayyear (latent)", -5.339939041238856),
("weekyear", -4.9344739331306915),
("hh:mmin|during the <part-of-day>", -5.339939041238856),
("<cycle> after|before <time><time-of-day> am|pm",
-5.615558241241362),
("Hanukkahyear (latent)", -5.327876168789581),
("February<time> <part-of-day>", -6.021023349349527),
("Great Lentyear (latent)", -6.021023349349527),
("tomorrowat <time-of-day>", -5.327876168789581),
("between <time> and <time>on <date>", -4.411585436915426),
-5.627621113690637),
("Hanukkahyear (latent)", -5.339939041238856),
("February<time> <part-of-day>", -6.0330862217988015),
("Great Lentyear (latent)", -6.0330862217988015),
("tomorrowat <time-of-day>", -5.339939041238856),
("between <time> and <time>on <date>", -4.423648309364701),
("Vaisakhiyear (latent)", -5.339939041238856),
("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-6.021023349349527),
("last <cycle> of <time>year (latent)", -5.327876168789581),
("at <time-of-day>tomorrow", -5.615558241241362),
("tomorrow<time-of-day> am|pm", -6.021023349349527),
-6.0330862217988015),
("last <cycle> of <time>year (latent)", -5.339939041238856),
("at <time-of-day>tomorrow", -5.627621113690637),
("tomorrow<time-of-day> am|pm", -6.0330862217988015),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-6.021023349349527),
("Diwaliyear (latent)", -6.021023349349527),
("Black Fridayyear (latent)", -5.615558241241362),
-6.0330862217988015),
("Diwaliyear (latent)", -6.0330862217988015),
("Black Fridayyear (latent)", -5.627621113690637),
("the <ordinal> last <cycle> of <time>year (latent)",
-6.021023349349527),
-6.0330862217988015),
("in|during the <part-of-day>at <time-of-day>",
-6.021023349349527),
("Chhathyear (latent)", -5.615558241241362),
("Vasant Panchamiyear (latent)", -6.021023349349527),
("Thursday<time> (timezone)", -6.021023349349527),
-6.0330862217988015),
("Chhathyear (latent)", -5.627621113690637),
("Vasant Panchamiyear (latent)", -6.0330862217988015),
("Thursday<time> (timezone)", -6.0330862217988015),
("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-6.021023349349527),
("Februaryintersect", -6.021023349349527),
("Simchat Torahyear (latent)", -6.021023349349527),
("minuteyear", -6.021023349349527)],
n = 308},
-6.0330862217988015),
("Februaryintersect", -6.0330862217988015),
("Simchat Torahyear (latent)", -6.0330862217988015),
("minuteyear", -6.0330862217988015)],
n = 312},
koData =
ClassData{prior = -0.9734491457141037, unseen = -6.368187186350492,
ClassData{prior = -0.9814974788969321, unseen = -6.371611847231857,
likelihoods =
HashMap.fromList
[("<time-of-day> - <time-of-day> (interval)on <date>",
-4.757032535297338),
("hourday", -4.757032535297338),
("dayhour", -3.1083739097099556),
("Tuesdayfrom|since|after <time>", -5.673323267171493),
("daymonth", -3.6584202466292277),
("monthyear", -4.420560298676125),
("<time-of-day> am|pmyear (latent)", -5.267858159063328),
("Thai Pongalyear (latent)", -4.980176086611547),
("intersecthh:mm", -5.673323267171493),
-4.760463070394127),
("hourday", -4.760463070394127),
("dayhour", -3.111804444806745),
("Tuesdayfrom|since|after <time>", -5.676753802268282),
("daymonth", -3.661850781726017),
("monthyear", -4.423990833772914),
("<time-of-day> am|pmyear (latent)", -5.271288694160117),
("Thai Pongalyear (latent)", -4.983606621708336),
("intersecthh:mm", -5.676753802268282),
("from <datetime> - <datetime> (interval)July",
-5.673323267171493),
("houryear", -4.757032535297338),
-5.676753802268282),
("houryear", -4.760463070394127),
("from <time-of-day> - <time-of-day> (interval)July",
-5.673323267171493),
-5.676753802268282),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-4.980176086611547),
("<time-of-day> am|pmintersect", -4.420560298676125),
("until <time>on <date>", -4.980176086611547),
("Octoberyear (latent)", -5.673323267171493),
-4.983606621708336),
("<time-of-day> am|pmintersect", -4.423990833772914),
("until <time>on <date>", -4.983606621708336),
("Octoberyear (latent)", -5.676753802268282),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-4.980176086611547),
-4.983606621708336),
("about|exactly <time-of-day>year (latent)",
-5.673323267171493),
("absorption of , after named dayJuly", -5.267858159063328),
("from|since|after <time>July", -5.673323267171493),
-5.676753802268282),
("absorption of , after named dayJuly", -5.271288694160117),
("from|since|after <time>July", -5.676753802268282),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-4.757032535297338),
("Clean Mondayyear (latent)", -5.673323267171493),
("monthhour", -5.673323267171493),
("hourmonth", -4.757032535297338),
("todayat <time-of-day>", -5.673323267171493),
("from|since|after <time>December", -5.673323267171493),
-4.760463070394127),
("Clean Mondayyear (latent)", -5.676753802268282),
("monthhour", -5.676753802268282),
("hourmonth", -4.760463070394127),
("todayat <time-of-day>", -5.676753802268282),
("from|since|after <time>December", -5.676753802268282),
("from|since|after <time><time-of-day> am|pm",
-5.673323267171493),
("Mondayyear (latent)", -4.980176086611547),
("dayday", -5.267858159063328),
("<time-of-day> am|pmon <date>", -4.420560298676125),
("Thursdaydd/mm", -5.673323267171493),
("dayyear", -2.8111223862420243),
("New Year's Dayyear (latent)", -5.267858159063328),
("Thursdayfrom|since|after <time>", -3.9685751749330676),
("Thursdayat <time-of-day>", -4.063885354737392),
-5.676753802268282),
("Mondayyear (latent)", -4.983606621708336),
("dayday", -5.271288694160117),
("<time-of-day> am|pmon <date>", -4.423990833772914),
("Thursdaydd/mm", -5.676753802268282),
("dayyear", -2.8145529213388136),
("New Year's Dayyear (latent)", -5.271288694160117),
("Thursdayfrom|since|after <time>", -3.9720057100298565),
("Thursdayat <time-of-day>", -4.067315889834181),
("<integer> to|till|before <hour-of-day>September",
-5.673323267171493),
("Aprilyear (latent)", -5.673323267171493),
("monthminute", -5.673323267171493),
("<time-of-day> am|pmtomorrow", -5.673323267171493),
("Thursdayhh:mm", -4.757032535297338),
("minutemonth", -3.8815637979434374),
("Augustyear (latent)", -5.267858159063328),
-5.676753802268282),
("Aprilyear (latent)", -5.676753802268282),
("monthminute", -5.676753802268282),
("<time-of-day> am|pmtomorrow", -5.676753802268282),
("Thursdayhh:mm", -4.760463070394127),
("minutemonth", -3.884994333040227),
("Augustyear (latent)", -5.271288694160117),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.267858159063328),
-5.271288694160117),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.267858159063328),
("week-endin|during <named-month>|year", -5.673323267171493),
-5.271288694160117),
("week-endin|during <named-month>|year", -5.676753802268282),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-5.673323267171493),
("Sundayyear (latent)", -4.757032535297338),
("Christmasat <time-of-day>", -5.673323267171493),
("from|since|after <time>year (latent)", -4.574710978503383),
-5.676753802268282),
("Sundayyear (latent)", -4.760463070394127),
("Christmasat <time-of-day>", -5.676753802268282),
("from|since|after <time>year (latent)", -4.578141513600172),
("<duration> after|before|from <time>December",
-5.673323267171493),
("yesterday<time-of-day> am|pm", -5.673323267171493),
-5.676753802268282),
("yesterday<time-of-day> am|pm", -5.676753802268282),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-5.673323267171493),
-5.676753802268282),
("Thursday<time-of-day> - <time-of-day> (interval)",
-4.980176086611547),
-4.983606621708336),
("in|during <named-month>|yearyear (latent)",
-5.673323267171493),
("at <time-of-day>intersect", -5.267858159063328),
("hh:mmyear (latent)", -4.574710978503383),
("Holiyear (latent)", -5.673323267171493),
("until <time><time-of-day> am|pm", -5.673323267171493),
-5.676753802268282),
("at <time-of-day>intersect", -5.271288694160117),
("hh:mmyear (latent)", -4.578141513600172),
("Holiyear (latent)", -5.676753802268282),
("until <time><time-of-day> am|pm", -5.676753802268282),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.673323267171493),
("dayminute", -2.9324832432462915),
("yyyy-mm-ddhh:mm", -5.267858159063328),
("intersectSeptember", -4.169245870395218),
("minuteday", -2.6052703320378754),
-5.676753802268282),
("dayminute", -2.935913778343081),
("yyyy-mm-ddhh:mm", -5.271288694160117),
("intersectSeptember", -4.172676405492008),
("minuteday", -2.6087008671346648),
("absorption of , after named dayintersect",
-5.673323267171493),
("Februaryin|during the <part-of-day>", -5.673323267171493),
("hh:mmon <date>", -3.6584202466292277),
("Saturdayyear (latent)", -5.673323267171493),
("from|since|after <time>on <date>", -4.757032535297338),
-5.676753802268282),
("Februaryin|during the <part-of-day>", -5.676753802268282),
("hh:mmon <date>", -3.661850781726017),
("Saturdayyear (latent)", -5.676753802268282),
("from|since|after <time>on <date>", -4.760463070394127),
("absorption of , after named daySeptember",
-4.757032535297338),
("Naraka Chaturdashiyear (latent)", -5.673323267171493),
("on <date>September", -5.267858159063328),
("at <time-of-day>on <date>", -5.267858159063328),
("dayweek", -5.673323267171493),
("Easter Sundayyear (latent)", -5.267858159063328),
("Thursday<time-of-day> am|pm", -4.420560298676125),
("weekyear", -5.267858159063328),
-4.760463070394127),
("Naraka Chaturdashiyear (latent)", -5.676753802268282),
("on <date>September", -5.271288694160117),
("at <time-of-day>on <date>", -5.271288694160117),
("dayweek", -5.676753802268282),
("Easter Sundayyear (latent)", -5.271288694160117),
("Thursday<time-of-day> am|pm", -4.423990833772914),
("weekyear", -5.271288694160117),
("<named-month> <day-of-month> (non ordinal)until <time>",
-5.673323267171493),
-5.676753802268282),
("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-5.267858159063328),
-5.271288694160117),
("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-4.980176086611547),
("Sundayfrom|since|after <time>", -5.673323267171493),
("absorption of , after named dayFebruary", -4.757032535297338),
-4.983606621708336),
("Sundayfrom|since|after <time>", -5.676753802268282),
("absorption of , after named dayFebruary", -4.760463070394127),
("July<integer> to|till|before <hour-of-day>",
-5.673323267171493),
("tomorrowat <time-of-day>", -5.673323267171493),
-5.676753802268282),
("tomorrowat <time-of-day>", -5.676753802268282),
("<integer> to|till|before <hour-of-day>July",
-5.673323267171493),
("last <cycle> of <time>year (latent)", -5.267858159063328),
("tomorrow<time-of-day> am|pm", -5.673323267171493),
-5.676753802268282),
("last <cycle> of <time>year (latent)", -5.271288694160117),
("tomorrow<time-of-day> am|pm", -5.676753802268282),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-4.980176086611547),
("Diwaliyear (latent)", -5.267858159063328),
-4.983606621708336),
("Diwaliyear (latent)", -5.271288694160117),
("<time-of-day> - <time-of-day> (interval)July",
-5.673323267171493),
("Fridayyear (latent)", -5.267858159063328),
("minuteyear", -4.420560298676125)],
-5.676753802268282),
("Fridayyear (latent)", -5.271288694160117),
("minuteyear", -4.423990833772914)],
n = 187}}),
("one eleven",
Classifier{okData =
@ -1358,15 +1363,14 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -0.15201620729862575,
unseen = -4.9344739331306915,
ClassData{prior = -0.1479201300766222, unseen = -4.962844630259907,
likelihoods =
HashMap.fromList
[("integer (numeric)", -4.445176257083381e-2),
("intersect 2 numbers", -3.5409593240373143)],
n = 134},
[("integer (numeric)", -4.317217186520878e-2),
("intersect 2 numbers", -3.56953269648137)],
n = 138},
koData =
ClassData{prior = -1.9588135538912212, unseen = -3.295836866004329,
ClassData{prior = -1.984131361875511, unseen = -3.295836866004329,
likelihoods =
HashMap.fromList
[("integer (numeric)", -1.1786549963416462),
@ -3029,6 +3033,13 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Vaisakhi",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("right now",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,

View File

@ -75,10 +75,10 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.6000158334285309, unseen = -5.703782474656201,
likelihoods = HashMap.fromList [("", 0.0)], n = 298},
ClassData{prior = -0.5940217850471116, unseen = -5.717027701406222,
likelihoods = HashMap.fromList [("", 0.0)], n = 302},
koData =
ClassData{prior = -0.7958511093892084,
ClassData{prior = -0.8031905918772542,
unseen = -5.5093883366279774,
likelihoods = HashMap.fromList [("", 0.0)], n = 245}}),
("<year> (bc|ad)",
@ -529,17 +529,18 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("in|during <named-month>|year",
Classifier{okData =
ClassData{prior = -0.2578291093020998, unseen = -3.713572066704308,
ClassData{prior = -0.24512245803298496,
unseen = -3.7612001156935624,
likelihoods =
HashMap.fromList
[("<year> (bc|ad)", -1.8971199848858813),
("October", -2.995732273553991),
("year (latent)", -1.3862943611198906),
("year", -0.9808292530117262), ("March", -2.5902671654458267),
("month", -2.3025850929940455)],
n = 17},
[("<year> (bc|ad)", -1.9459101490553135),
("October", -3.044522437723423),
("year (latent)", -1.3397743454849977),
("year", -0.9650808960435872), ("March", -2.639057329615259),
("month", -2.3513752571634776)],
n = 18},
koData =
ClassData{prior = -1.4816045409242156, unseen = -2.833213344056216,
ClassData{prior = -1.5260563034950494, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("October", -1.6739764335716716),
@ -813,337 +814,341 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.4744579795951158, unseen = -6.715383386334681,
ClassData{prior = -0.46960290794203635,
unseen = -6.727431724850855,
likelihoods =
HashMap.fromList
[("Navaratriyear (latent)", -6.021023349349527),
("Ramadanyear (latent)", -6.021023349349527),
[("Navaratriyear (latent)", -6.0330862217988015),
("Ramadanyear (latent)", -6.0330862217988015),
("<datetime> - <datetime> (interval)on <date>",
-4.768260380854159),
("Bhai Doojyear (latent)", -6.021023349349527),
-4.780323253303433),
("Bhai Doojyear (latent)", -6.0330862217988015),
("<time-of-day> - <time-of-day> (interval)on <date>",
-4.768260380854159),
("hourday", -4.316275257111101),
("dayhour", -3.158822468420058),
("Martin Luther King's Dayyear (latent)", -5.615558241241362),
("Shemini Atzeretyear (latent)", -6.021023349349527),
("daymonth", -5.1047326174753715),
("monthday", -5.615558241241362),
("monthyear", -4.229263880121471),
("Yom Ha'atzmautyear (latent)", -6.021023349349527),
("Vijayadashamiyear (latent)", -6.021023349349527),
("Thai Pongalyear (latent)", -5.327876168789581),
("Thiru Onamyear (latent)", -5.327876168789581),
("Tuesdaythe <day-of-month> (ordinal)", -6.021023349349527),
-4.780323253303433),
("hourday", -4.328338129560376),
("dayhour", -3.170885340869333),
("Martin Luther King's Dayyear (latent)", -5.627621113690637),
("Shemini Atzeretyear (latent)", -6.0330862217988015),
("daymonth", -5.116795489924646),
("monthday", -5.627621113690637),
("monthyear", -4.241326752570746),
("Yom Ha'atzmautyear (latent)", -6.0330862217988015),
("Vijayadashamiyear (latent)", -6.0330862217988015),
("Thai Pongalyear (latent)", -5.339939041238856),
("Thiru Onamyear (latent)", -5.339939041238856),
("Tuesdaythe <day-of-month> (ordinal)", -6.0330862217988015),
("from <datetime> - <datetime> (interval)July",
-6.021023349349527),
("houryear", -5.327876168789581),
-6.0330862217988015),
("houryear", -5.339939041238856),
("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-6.021023349349527),
("Christmas<time-of-day> am|pm", -6.021023349349527),
-6.0330862217988015),
("Christmas<time-of-day> am|pm", -6.0330862217988015),
("last <day-of-week> of <time>year (latent)",
-6.021023349349527),
-6.0330862217988015),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.327876168789581),
("<time-of-day> am|pmintersect", -4.768260380854159),
("Earth Houryear (latent)", -6.021023349349527),
("Octoberyear (latent)", -4.516945952573252),
("intersect<time-of-day> am|pm", -6.021023349349527),
("Mattu Pongalyear (latent)", -6.021023349349527),
("Shavuotyear (latent)", -6.021023349349527),
-5.339939041238856),
("<time-of-day> am|pmintersect", -4.780323253303433),
("Earth Houryear (latent)", -6.0330862217988015),
("Octoberyear (latent)", -4.529008825022527),
("intersect<time-of-day> am|pm", -6.0330862217988015),
("Mattu Pongalyear (latent)", -6.0330862217988015),
("Shavuotyear (latent)", -6.0330862217988015),
("at <time-of-day>in|within|after <duration>",
-6.021023349349527),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.021023349349527),
-6.0330862217988015),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.0330862217988015),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.615558241241362),
("Marchyear (latent)", -6.021023349349527),
("Sukkotyear (latent)", -5.615558241241362),
-5.627621113690637),
("Marchyear (latent)", -6.0330862217988015),
("Sukkotyear (latent)", -5.627621113690637),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-6.021023349349527),
("Clean Mondayyear (latent)", -5.615558241241362),
("monthhour", -5.615558241241362),
("todayat <time-of-day>", -6.021023349349527),
("Thursday<time> timezone", -4.075113200294213),
("from|since|after <time>December", -6.021023349349527),
-6.0330862217988015),
("Clean Mondayyear (latent)", -5.627621113690637),
("monthhour", -5.627621113690637),
("todayat <time-of-day>", -6.0330862217988015),
("Thursday<time> timezone", -4.087176072743488),
("from|since|after <time>December", -6.0330862217988015),
("this <time>hh(:mm) - <time-of-day> am|pm",
-6.021023349349527),
("yyyy-mm-ddhh:mm:ss", -5.615558241241362),
("dayday", -4.0061203288072615),
("<time> <part-of-day>at <time-of-day>", -6.021023349349527),
("tonightat <time-of-day>", -6.021023349349527),
-6.0330862217988015),
("yyyy-mm-ddhh:mm:ss", -5.627621113690637),
("dayday", -4.018183201256536),
("<time> <part-of-day>at <time-of-day>", -6.0330862217988015),
("tonightat <time-of-day>", -6.0330862217988015),
("<time-of-day> am|pmabsorption of , after named day",
-5.327876168789581),
("today<time-of-day> am|pm", -6.021023349349527),
("Februarythe <day-of-month> (ordinal)", -5.615558241241362),
("at <time-of-day><time> <part-of-day>", -6.021023349349527),
("hourhour", -4.768260380854159),
("<time-of-day> am|pmon <date>", -4.0061203288072615),
("Navaratriin|during <named-month>|year", -6.021023349349527),
("Wednesdaythis|last|next <cycle>", -6.021023349349527),
("Lentyear (latent)", -6.021023349349527),
-5.339939041238856),
("today<time-of-day> am|pm", -6.0330862217988015),
("Februarythe <day-of-month> (ordinal)", -5.627621113690637),
("at <time-of-day><time> <part-of-day>", -6.0330862217988015),
("hourhour", -4.780323253303433),
("<time-of-day> am|pmon <date>", -4.018183201256536),
("Navaratriin|during <named-month>|year", -6.0330862217988015),
("Wednesdaythis|last|next <cycle>", -6.0330862217988015),
("Lentyear (latent)", -6.0330862217988015),
("intersect<named-month> <day-of-month> (non ordinal)",
-4.516945952573252),
("Boghiyear (latent)", -6.021023349349527),
("dayyear", -2.0413416954475654),
("Thursdayfrom|since|after <time>", -5.615558241241362),
-4.529008825022527),
("Boghiyear (latent)", -6.0330862217988015),
("dayyear", -2.0167032010464125),
("Thursdayfrom|since|after <time>", -5.627621113690637),
("<time-of-day> o'clockin|during the <part-of-day>",
-6.021023349349527),
("Thursdayat <time-of-day>", -5.327876168789581),
("Islamic New Yearyear (latent)", -5.615558241241362),
("Laylat al-Qadryear (latent)", -5.1047326174753715),
("Shrove Tuesdayyear (latent)", -6.021023349349527),
-6.0330862217988015),
("Thursdayat <time-of-day>", -5.339939041238856),
("Islamic New Yearyear (latent)", -5.627621113690637),
("Laylat al-Qadryear (latent)", -5.116795489924646),
("Shrove Tuesdayyear (latent)", -6.0330862217988015),
("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-5.327876168789581),
("<time-of-day> am|pmtomorrow", -5.327876168789581),
("Yom Kippuryear (latent)", -6.021023349349527),
("<part-of-day> of <time>year (latent)", -6.021023349349527),
("minutehour", -5.1047326174753715),
("Kaanum Pongalyear (latent)", -5.615558241241362),
("Maha Saptamiyear (latent)", -6.021023349349527),
-5.339939041238856),
("<time-of-day> am|pmtomorrow", -5.339939041238856),
("Yom Kippuryear (latent)", -6.0330862217988015),
("<part-of-day> of <time>year (latent)", -6.0330862217988015),
("minutehour", -5.116795489924646),
("Kaanum Pongalyear (latent)", -5.627621113690637),
("Maha Saptamiyear (latent)", -6.0330862217988015),
("at <time-of-day>in|during the <part-of-day>",
-5.615558241241362),
-5.627621113690637),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-4.316275257111101),
("for <duration> from <time>December", -6.021023349349527),
("tomorrow<time-of-day> sharp|exactly", -6.021023349349527),
-4.328338129560376),
("for <duration> from <time>December", -6.0330862217988015),
("tomorrow<time-of-day> sharp|exactly", -6.0330862217988015),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.1047326174753715),
-5.116795489924646),
("on <date><named-month> <day-of-month> (non ordinal)",
-5.615558241241362),
("Pentecostyear (latent)", -6.021023349349527),
-5.627621113690637),
("Pentecostyear (latent)", -6.0330862217988015),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.1047326174753715),
("Eid al-Fitryear (latent)", -6.021023349349527),
-5.116795489924646),
("Eid al-Fitryear (latent)", -6.0330862217988015),
("Vasant Panchamiin|during <named-month>|year",
-6.021023349349527),
("Mondayin|during the <part-of-day>", -6.021023349349527),
("Chhathin|during <named-month>|year", -6.021023349349527),
("Diwaliin|during <named-month>|year", -6.021023349349527),
("Raksha Bandhanyear (latent)", -6.021023349349527),
("daysecond", -5.615558241241362),
-6.0330862217988015),
("Mondayin|during the <part-of-day>", -6.0330862217988015),
("Chhathin|during <named-month>|year", -6.0330862217988015),
("Diwaliin|during <named-month>|year", -6.0330862217988015),
("Vaisakhiin|during <named-month>|year", -6.0330862217988015),
("Raksha Bandhanyear (latent)", -6.0330862217988015),
("daysecond", -5.627621113690637),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-5.615558241241362),
("Ashurayear (latent)", -6.021023349349527),
("Tuesdayin|during <named-month>|year", -6.021023349349527),
("Chinese New Yearyear (latent)", -6.021023349349527),
("Lag BaOmeryear (latent)", -6.021023349349527),
-5.627621113690637),
("Ashurayear (latent)", -6.0330862217988015),
("Tuesdayin|during <named-month>|year", -6.0330862217988015),
("Chinese New Yearyear (latent)", -6.0330862217988015),
("Lag BaOmeryear (latent)", -6.0330862217988015),
("last weekend of <named-month>year (latent)",
-6.021023349349527),
("Eid al-Adhayear (latent)", -5.1047326174753715),
("intersectin|during the <part-of-day>", -6.021023349349527),
("Palm Sundayyear (latent)", -6.021023349349527),
("Christmasat <time-of-day>", -6.021023349349527),
("Passoveryear (latent)", -6.021023349349527),
("Lazarus Saturdayyear (latent)", -6.021023349349527),
-6.0330862217988015),
("Eid al-Adhayear (latent)", -5.116795489924646),
("intersectin|during the <part-of-day>", -6.0330862217988015),
("Palm Sundayyear (latent)", -6.0330862217988015),
("Christmasat <time-of-day>", -6.0330862217988015),
("Passoveryear (latent)", -6.0330862217988015),
("Lazarus Saturdayyear (latent)", -6.0330862217988015),
("<day-of-month> (ordinal or number) <named-month>year (latent)",
-6.021023349349527),
("Yom HaShoahyear (latent)", -5.615558241241362),
-6.0330862217988015),
("Yom HaShoahyear (latent)", -5.627621113690637),
("Thursday<datetime> - <datetime> (interval)",
-5.615558241241362),
-5.627621113690637),
("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
-6.021023349349527),
("Septemberyear (latent)", -5.615558241241362),
-6.0330862217988015),
("Septemberyear (latent)", -5.627621113690637),
("Thursday<time-of-day> - <time-of-day> (interval)",
-4.768260380854159),
("Halloweenyear (latent)", -6.021023349349527),
-4.780323253303433),
("Halloweenyear (latent)", -6.0330862217988015),
("<ordinal> last <cycle> of <time>year (latent)",
-5.615558241241362),
-5.627621113690637),
("from <time-of-day> - <time-of-day> (interval)on <date>",
-5.327876168789581),
-5.339939041238856),
("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
-6.021023349349527),
("at <time-of-day>intersect", -5.615558241241362),
("Rosh Hashanahyear (latent)", -5.327876168789581),
("Dhanterasyear (latent)", -6.021023349349527),
("Tu BiShvatyear (latent)", -6.021023349349527),
("Holiyear (latent)", -5.327876168789581),
-6.0330862217988015),
("at <time-of-day>intersect", -5.627621113690637),
("Rosh Hashanahyear (latent)", -5.339939041238856),
("Dhanterasyear (latent)", -6.0330862217988015),
("Tu BiShvatyear (latent)", -6.0330862217988015),
("Holiyear (latent)", -5.339939041238856),
("<time-of-day> - <time-of-day> (interval)tomorrow",
-6.021023349349527),
("Holika Dahanyear (latent)", -5.327876168789581),
-6.0330862217988015),
("Holika Dahanyear (latent)", -5.339939041238856),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-6.021023349349527),
("dayminute", -3.346874699922998),
("Mawlidyear (latent)", -6.021023349349527),
-6.0330862217988015),
("dayminute", -3.3589375723722728),
("Mawlidyear (latent)", -6.0330862217988015),
("from <datetime> - <datetime> (interval)on <date>",
-5.615558241241362),
-5.627621113690637),
("<datetime> - <datetime> (interval)tomorrow",
-6.021023349349527),
("Jumu'atul-Widayear (latent)", -5.1047326174753715),
("minuteday", -2.3834371896231406),
-6.0330862217988015),
("Jumu'atul-Widayear (latent)", -5.116795489924646),
("minuteday", -2.395500062072416),
("absorption of , after named dayintersect",
-6.021023349349527),
("Orthodox Easter Sundayyear (latent)", -6.021023349349527),
-6.0330862217988015),
("Orthodox Easter Sundayyear (latent)", -6.0330862217988015),
("<ordinal> <cycle> of <time>year (latent)",
-6.021023349349527),
-6.0330862217988015),
("the <day-of-month> (ordinal)in|during the <part-of-day>",
-6.021023349349527),
("Boss's Dayyear (latent)", -5.615558241241362),
("Global Youth Service Dayyear (latent)", -6.021023349349527),
("Dhanterasin|during <named-month>|year", -6.021023349349527),
("Tisha B'Avyear (latent)", -6.021023349349527),
("Isra and Mi'rajyear (latent)", -5.1047326174753715),
-6.0330862217988015),
("Boss's Dayyear (latent)", -5.627621113690637),
("Global Youth Service Dayyear (latent)", -6.0330862217988015),
("Dhanterasin|during <named-month>|year", -6.0330862217988015),
("Tisha B'Avyear (latent)", -6.0330862217988015),
("Isra and Mi'rajyear (latent)", -5.116795489924646),
("at <time-of-day>absorption of , after named day",
-6.021023349349527),
("Christmasyear (latent)", -5.615558241241362),
("Naraka Chaturdashiyear (latent)", -5.615558241241362),
("at <time-of-day>on <date>", -4.922411060681417),
("Thai Pongalin|during <named-month>|year", -6.021023349349527),
-6.0330862217988015),
("Christmasyear (latent)", -5.627621113690637),
("Naraka Chaturdashiyear (latent)", -5.627621113690637),
("at <time-of-day>on <date>", -4.9344739331306915),
("Thai Pongalin|during <named-month>|year",
-6.0330862217988015),
("between <time-of-day> and <time-of-day> (interval)on <date>",
-4.411585436915426),
("dayweek", -6.021023349349527),
("Easter Sundayyear (latent)", -5.327876168789581),
("weekyear", -4.922411060681417),
("hh:mmin|during the <part-of-day>", -5.327876168789581),
-4.423648309364701),
("dayweek", -6.0330862217988015),
("Easter Sundayyear (latent)", -5.339939041238856),
("weekyear", -4.9344739331306915),
("hh:mmin|during the <part-of-day>", -5.339939041238856),
("<cycle> after|before <time><time-of-day> am|pm",
-5.615558241241362),
("Hanukkahyear (latent)", -5.327876168789581),
("February<time> <part-of-day>", -6.021023349349527),
("Great Lentyear (latent)", -6.021023349349527),
("tomorrowat <time-of-day>", -5.327876168789581),
("between <time> and <time>on <date>", -4.411585436915426),
-5.627621113690637),
("Hanukkahyear (latent)", -5.339939041238856),
("February<time> <part-of-day>", -6.0330862217988015),
("Great Lentyear (latent)", -6.0330862217988015),
("tomorrowat <time-of-day>", -5.339939041238856),
("between <time> and <time>on <date>", -4.423648309364701),
("Vaisakhiyear (latent)", -5.339939041238856),
("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-6.021023349349527),
("last <cycle> of <time>year (latent)", -5.327876168789581),
("at <time-of-day>tomorrow", -5.615558241241362),
("tomorrow<time-of-day> am|pm", -6.021023349349527),
-6.0330862217988015),
("last <cycle> of <time>year (latent)", -5.339939041238856),
("at <time-of-day>tomorrow", -5.627621113690637),
("tomorrow<time-of-day> am|pm", -6.0330862217988015),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-6.021023349349527),
("Diwaliyear (latent)", -6.021023349349527),
("Black Fridayyear (latent)", -5.615558241241362),
-6.0330862217988015),
("Diwaliyear (latent)", -6.0330862217988015),
("Black Fridayyear (latent)", -5.627621113690637),
("the <ordinal> last <cycle> of <time>year (latent)",
-6.021023349349527),
-6.0330862217988015),
("in|during the <part-of-day>at <time-of-day>",
-6.021023349349527),
("Chhathyear (latent)", -5.615558241241362),
("Vasant Panchamiyear (latent)", -6.021023349349527),
("Thursday<time> (timezone)", -6.021023349349527),
-6.0330862217988015),
("Chhathyear (latent)", -5.627621113690637),
("Vasant Panchamiyear (latent)", -6.0330862217988015),
("Thursday<time> (timezone)", -6.0330862217988015),
("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-6.021023349349527),
("Februaryintersect", -6.021023349349527),
("Simchat Torahyear (latent)", -6.021023349349527),
("minuteyear", -6.021023349349527)],
n = 308},
-6.0330862217988015),
("Februaryintersect", -6.0330862217988015),
("Simchat Torahyear (latent)", -6.0330862217988015),
("minuteyear", -6.0330862217988015)],
n = 312},
koData =
ClassData{prior = -0.9734491457141037, unseen = -6.368187186350492,
ClassData{prior = -0.9814974788969321, unseen = -6.371611847231857,
likelihoods =
HashMap.fromList
[("<time-of-day> - <time-of-day> (interval)on <date>",
-4.757032535297338),
("hourday", -4.757032535297338),
("dayhour", -3.1083739097099556),
("Tuesdayfrom|since|after <time>", -5.673323267171493),
("daymonth", -3.6584202466292277),
("monthyear", -4.420560298676125),
("<time-of-day> am|pmyear (latent)", -5.267858159063328),
("Thai Pongalyear (latent)", -4.980176086611547),
("intersecthh:mm", -5.673323267171493),
-4.760463070394127),
("hourday", -4.760463070394127),
("dayhour", -3.111804444806745),
("Tuesdayfrom|since|after <time>", -5.676753802268282),
("daymonth", -3.661850781726017),
("monthyear", -4.423990833772914),
("<time-of-day> am|pmyear (latent)", -5.271288694160117),
("Thai Pongalyear (latent)", -4.983606621708336),
("intersecthh:mm", -5.676753802268282),
("from <datetime> - <datetime> (interval)July",
-5.673323267171493),
("houryear", -4.757032535297338),
-5.676753802268282),
("houryear", -4.760463070394127),
("from <time-of-day> - <time-of-day> (interval)July",
-5.673323267171493),
-5.676753802268282),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-4.980176086611547),
("<time-of-day> am|pmintersect", -4.420560298676125),
("until <time>on <date>", -4.980176086611547),
("Octoberyear (latent)", -5.673323267171493),
-4.983606621708336),
("<time-of-day> am|pmintersect", -4.423990833772914),
("until <time>on <date>", -4.983606621708336),
("Octoberyear (latent)", -5.676753802268282),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-4.980176086611547),
-4.983606621708336),
("about|exactly <time-of-day>year (latent)",
-5.673323267171493),
("absorption of , after named dayJuly", -5.267858159063328),
("from|since|after <time>July", -5.673323267171493),
-5.676753802268282),
("absorption of , after named dayJuly", -5.271288694160117),
("from|since|after <time>July", -5.676753802268282),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-4.757032535297338),
("Clean Mondayyear (latent)", -5.673323267171493),
("monthhour", -5.673323267171493),
("hourmonth", -4.757032535297338),
("todayat <time-of-day>", -5.673323267171493),
("from|since|after <time>December", -5.673323267171493),
-4.760463070394127),
("Clean Mondayyear (latent)", -5.676753802268282),
("monthhour", -5.676753802268282),
("hourmonth", -4.760463070394127),
("todayat <time-of-day>", -5.676753802268282),
("from|since|after <time>December", -5.676753802268282),
("from|since|after <time><time-of-day> am|pm",
-5.673323267171493),
("Mondayyear (latent)", -4.980176086611547),
("dayday", -5.267858159063328),
("<time-of-day> am|pmon <date>", -4.420560298676125),
("dayyear", -2.8111223862420243),
("Thursdaymm/dd", -5.673323267171493),
("New Year's Dayyear (latent)", -5.267858159063328),
("Thursdayfrom|since|after <time>", -3.9685751749330676),
("Thursdayat <time-of-day>", -4.063885354737392),
-5.676753802268282),
("Mondayyear (latent)", -4.983606621708336),
("dayday", -5.271288694160117),
("<time-of-day> am|pmon <date>", -4.423990833772914),
("dayyear", -2.8145529213388136),
("Thursdaymm/dd", -5.676753802268282),
("New Year's Dayyear (latent)", -5.271288694160117),
("Thursdayfrom|since|after <time>", -3.9720057100298565),
("Thursdayat <time-of-day>", -4.067315889834181),
("<integer> to|till|before <hour-of-day>September",
-5.673323267171493),
("Aprilyear (latent)", -5.673323267171493),
("monthminute", -5.673323267171493),
("<time-of-day> am|pmtomorrow", -5.673323267171493),
("Thursdayhh:mm", -4.757032535297338),
("minutemonth", -3.8815637979434374),
("Augustyear (latent)", -5.267858159063328),
-5.676753802268282),
("Aprilyear (latent)", -5.676753802268282),
("monthminute", -5.676753802268282),
("<time-of-day> am|pmtomorrow", -5.676753802268282),
("Thursdayhh:mm", -4.760463070394127),
("minutemonth", -3.884994333040227),
("Augustyear (latent)", -5.271288694160117),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.267858159063328),
-5.271288694160117),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.267858159063328),
("week-endin|during <named-month>|year", -5.673323267171493),
-5.271288694160117),
("week-endin|during <named-month>|year", -5.676753802268282),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-5.673323267171493),
("Sundayyear (latent)", -4.757032535297338),
("Christmasat <time-of-day>", -5.673323267171493),
("from|since|after <time>year (latent)", -4.574710978503383),
-5.676753802268282),
("Sundayyear (latent)", -4.760463070394127),
("Christmasat <time-of-day>", -5.676753802268282),
("from|since|after <time>year (latent)", -4.578141513600172),
("<duration> after|before|from <time>December",
-5.673323267171493),
("yesterday<time-of-day> am|pm", -5.673323267171493),
-5.676753802268282),
("yesterday<time-of-day> am|pm", -5.676753802268282),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-5.673323267171493),
-5.676753802268282),
("Thursday<time-of-day> - <time-of-day> (interval)",
-4.980176086611547),
-4.983606621708336),
("in|during <named-month>|yearyear (latent)",
-5.673323267171493),
("at <time-of-day>intersect", -5.267858159063328),
("hh:mmyear (latent)", -4.574710978503383),
("Holiyear (latent)", -5.673323267171493),
("until <time><time-of-day> am|pm", -5.673323267171493),
-5.676753802268282),
("at <time-of-day>intersect", -5.271288694160117),
("hh:mmyear (latent)", -4.578141513600172),
("Holiyear (latent)", -5.676753802268282),
("until <time><time-of-day> am|pm", -5.676753802268282),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.673323267171493),
("dayminute", -2.9324832432462915),
("yyyy-mm-ddhh:mm", -5.267858159063328),
("intersectSeptember", -4.169245870395218),
("minuteday", -2.6052703320378754),
-5.676753802268282),
("dayminute", -2.935913778343081),
("yyyy-mm-ddhh:mm", -5.271288694160117),
("intersectSeptember", -4.172676405492008),
("minuteday", -2.6087008671346648),
("absorption of , after named dayintersect",
-5.673323267171493),
("Februaryin|during the <part-of-day>", -5.673323267171493),
("hh:mmon <date>", -3.6584202466292277),
("Saturdayyear (latent)", -5.673323267171493),
("from|since|after <time>on <date>", -4.757032535297338),
-5.676753802268282),
("Februaryin|during the <part-of-day>", -5.676753802268282),
("hh:mmon <date>", -3.661850781726017),
("Saturdayyear (latent)", -5.676753802268282),
("from|since|after <time>on <date>", -4.760463070394127),
("absorption of , after named daySeptember",
-4.757032535297338),
("Naraka Chaturdashiyear (latent)", -5.673323267171493),
("on <date>September", -5.267858159063328),
("at <time-of-day>on <date>", -5.267858159063328),
("dayweek", -5.673323267171493),
("Easter Sundayyear (latent)", -5.267858159063328),
("Thursday<time-of-day> am|pm", -4.420560298676125),
("weekyear", -5.267858159063328),
-4.760463070394127),
("Naraka Chaturdashiyear (latent)", -5.676753802268282),
("on <date>September", -5.271288694160117),
("at <time-of-day>on <date>", -5.271288694160117),
("dayweek", -5.676753802268282),
("Easter Sundayyear (latent)", -5.271288694160117),
("Thursday<time-of-day> am|pm", -4.423990833772914),
("weekyear", -5.271288694160117),
("<named-month> <day-of-month> (non ordinal)until <time>",
-5.673323267171493),
-5.676753802268282),
("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-5.267858159063328),
-5.271288694160117),
("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-4.980176086611547),
("Sundayfrom|since|after <time>", -5.673323267171493),
("absorption of , after named dayFebruary", -4.757032535297338),
-4.983606621708336),
("Sundayfrom|since|after <time>", -5.676753802268282),
("absorption of , after named dayFebruary", -4.760463070394127),
("July<integer> to|till|before <hour-of-day>",
-5.673323267171493),
("tomorrowat <time-of-day>", -5.673323267171493),
-5.676753802268282),
("tomorrowat <time-of-day>", -5.676753802268282),
("<integer> to|till|before <hour-of-day>July",
-5.673323267171493),
("last <cycle> of <time>year (latent)", -5.267858159063328),
("tomorrow<time-of-day> am|pm", -5.673323267171493),
-5.676753802268282),
("last <cycle> of <time>year (latent)", -5.271288694160117),
("tomorrow<time-of-day> am|pm", -5.676753802268282),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-4.980176086611547),
("Diwaliyear (latent)", -5.267858159063328),
-4.983606621708336),
("Diwaliyear (latent)", -5.271288694160117),
("<time-of-day> - <time-of-day> (interval)July",
-5.673323267171493),
("Fridayyear (latent)", -5.267858159063328),
("minuteyear", -4.420560298676125)],
-5.676753802268282),
("Fridayyear (latent)", -5.271288694160117),
("minuteyear", -4.423990833772914)],
n = 187}}),
("one eleven",
Classifier{okData =
@ -1358,15 +1363,14 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -0.15201620729862575,
unseen = -4.9344739331306915,
ClassData{prior = -0.1479201300766222, unseen = -4.962844630259907,
likelihoods =
HashMap.fromList
[("integer (numeric)", -4.445176257083381e-2),
("intersect 2 numbers", -3.5409593240373143)],
n = 134},
[("integer (numeric)", -4.317217186520878e-2),
("intersect 2 numbers", -3.56953269648137)],
n = 138},
koData =
ClassData{prior = -1.9588135538912212, unseen = -3.295836866004329,
ClassData{prior = -1.984131361875511, unseen = -3.295836866004329,
likelihoods =
HashMap.fromList
[("integer (numeric)", -1.1786549963416462),
@ -3029,6 +3033,13 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Vaisakhi",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("right now",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,

View File

@ -75,10 +75,10 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.6000158334285309, unseen = -5.703782474656201,
likelihoods = HashMap.fromList [("", 0.0)], n = 298},
ClassData{prior = -0.5940217850471116, unseen = -5.717027701406222,
likelihoods = HashMap.fromList [("", 0.0)], n = 302},
koData =
ClassData{prior = -0.7958511093892084,
ClassData{prior = -0.8031905918772542,
unseen = -5.5093883366279774,
likelihoods = HashMap.fromList [("", 0.0)], n = 245}}),
("<year> (bc|ad)",
@ -529,17 +529,18 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("in|during <named-month>|year",
Classifier{okData =
ClassData{prior = -0.2578291093020998, unseen = -3.713572066704308,
ClassData{prior = -0.24512245803298496,
unseen = -3.7612001156935624,
likelihoods =
HashMap.fromList
[("<year> (bc|ad)", -1.8971199848858813),
("October", -2.995732273553991),
("year (latent)", -1.3862943611198906),
("year", -0.9808292530117262), ("March", -2.5902671654458267),
("month", -2.3025850929940455)],
n = 17},
[("<year> (bc|ad)", -1.9459101490553135),
("October", -3.044522437723423),
("year (latent)", -1.3397743454849977),
("year", -0.9650808960435872), ("March", -2.639057329615259),
("month", -2.3513752571634776)],
n = 18},
koData =
ClassData{prior = -1.4816045409242156, unseen = -2.833213344056216,
ClassData{prior = -1.5260563034950494, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("October", -1.6739764335716716),
@ -813,337 +814,341 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.4744579795951158, unseen = -6.715383386334681,
ClassData{prior = -0.46960290794203635,
unseen = -6.727431724850855,
likelihoods =
HashMap.fromList
[("Navaratriyear (latent)", -6.021023349349527),
("Ramadanyear (latent)", -6.021023349349527),
[("Navaratriyear (latent)", -6.0330862217988015),
("Ramadanyear (latent)", -6.0330862217988015),
("<datetime> - <datetime> (interval)on <date>",
-4.768260380854159),
("Bhai Doojyear (latent)", -6.021023349349527),
-4.780323253303433),
("Bhai Doojyear (latent)", -6.0330862217988015),
("<time-of-day> - <time-of-day> (interval)on <date>",
-4.768260380854159),
("hourday", -4.316275257111101),
("dayhour", -3.158822468420058),
("Martin Luther King's Dayyear (latent)", -5.615558241241362),
("Shemini Atzeretyear (latent)", -6.021023349349527),
("daymonth", -5.1047326174753715),
("monthday", -5.615558241241362),
("monthyear", -4.229263880121471),
("Yom Ha'atzmautyear (latent)", -6.021023349349527),
("Vijayadashamiyear (latent)", -6.021023349349527),
("Thai Pongalyear (latent)", -5.327876168789581),
("Thiru Onamyear (latent)", -5.327876168789581),
("Tuesdaythe <day-of-month> (ordinal)", -6.021023349349527),
-4.780323253303433),
("hourday", -4.328338129560376),
("dayhour", -3.170885340869333),
("Martin Luther King's Dayyear (latent)", -5.627621113690637),
("Shemini Atzeretyear (latent)", -6.0330862217988015),
("daymonth", -5.116795489924646),
("monthday", -5.627621113690637),
("monthyear", -4.241326752570746),
("Yom Ha'atzmautyear (latent)", -6.0330862217988015),
("Vijayadashamiyear (latent)", -6.0330862217988015),
("Thai Pongalyear (latent)", -5.339939041238856),
("Thiru Onamyear (latent)", -5.339939041238856),
("Tuesdaythe <day-of-month> (ordinal)", -6.0330862217988015),
("from <datetime> - <datetime> (interval)July",
-6.021023349349527),
("houryear", -5.327876168789581),
-6.0330862217988015),
("houryear", -5.339939041238856),
("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-6.021023349349527),
("Christmas<time-of-day> am|pm", -6.021023349349527),
-6.0330862217988015),
("Christmas<time-of-day> am|pm", -6.0330862217988015),
("last <day-of-week> of <time>year (latent)",
-6.021023349349527),
-6.0330862217988015),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.327876168789581),
("<time-of-day> am|pmintersect", -4.768260380854159),
("Earth Houryear (latent)", -6.021023349349527),
("Octoberyear (latent)", -4.516945952573252),
("intersect<time-of-day> am|pm", -6.021023349349527),
("Mattu Pongalyear (latent)", -6.021023349349527),
("Shavuotyear (latent)", -6.021023349349527),
-5.339939041238856),
("<time-of-day> am|pmintersect", -4.780323253303433),
("Earth Houryear (latent)", -6.0330862217988015),
("Octoberyear (latent)", -4.529008825022527),
("intersect<time-of-day> am|pm", -6.0330862217988015),
("Mattu Pongalyear (latent)", -6.0330862217988015),
("Shavuotyear (latent)", -6.0330862217988015),
("at <time-of-day>in|within|after <duration>",
-6.021023349349527),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.021023349349527),
-6.0330862217988015),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.0330862217988015),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.615558241241362),
("Marchyear (latent)", -6.021023349349527),
("Sukkotyear (latent)", -5.615558241241362),
-5.627621113690637),
("Marchyear (latent)", -6.0330862217988015),
("Sukkotyear (latent)", -5.627621113690637),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-6.021023349349527),
("Clean Mondayyear (latent)", -5.615558241241362),
("monthhour", -5.615558241241362),
("todayat <time-of-day>", -6.021023349349527),
("Thursday<time> timezone", -4.075113200294213),
("from|since|after <time>December", -6.021023349349527),
-6.0330862217988015),
("Clean Mondayyear (latent)", -5.627621113690637),
("monthhour", -5.627621113690637),
("todayat <time-of-day>", -6.0330862217988015),
("Thursday<time> timezone", -4.087176072743488),
("from|since|after <time>December", -6.0330862217988015),
("this <time>hh(:mm) - <time-of-day> am|pm",
-6.021023349349527),
("yyyy-mm-ddhh:mm:ss", -5.615558241241362),
("dayday", -4.0061203288072615),
("<time> <part-of-day>at <time-of-day>", -6.021023349349527),
("tonightat <time-of-day>", -6.021023349349527),
-6.0330862217988015),
("yyyy-mm-ddhh:mm:ss", -5.627621113690637),
("dayday", -4.018183201256536),
("<time> <part-of-day>at <time-of-day>", -6.0330862217988015),
("tonightat <time-of-day>", -6.0330862217988015),
("<time-of-day> am|pmabsorption of , after named day",
-5.327876168789581),
("today<time-of-day> am|pm", -6.021023349349527),
("Februarythe <day-of-month> (ordinal)", -5.615558241241362),
("at <time-of-day><time> <part-of-day>", -6.021023349349527),
("hourhour", -4.768260380854159),
("<time-of-day> am|pmon <date>", -4.0061203288072615),
("Navaratriin|during <named-month>|year", -6.021023349349527),
("Wednesdaythis|last|next <cycle>", -6.021023349349527),
("Lentyear (latent)", -6.021023349349527),
-5.339939041238856),
("today<time-of-day> am|pm", -6.0330862217988015),
("Februarythe <day-of-month> (ordinal)", -5.627621113690637),
("at <time-of-day><time> <part-of-day>", -6.0330862217988015),
("hourhour", -4.780323253303433),
("<time-of-day> am|pmon <date>", -4.018183201256536),
("Navaratriin|during <named-month>|year", -6.0330862217988015),
("Wednesdaythis|last|next <cycle>", -6.0330862217988015),
("Lentyear (latent)", -6.0330862217988015),
("intersect<named-month> <day-of-month> (non ordinal)",
-4.516945952573252),
("Boghiyear (latent)", -6.021023349349527),
("dayyear", -2.0413416954475654),
("Thursdayfrom|since|after <time>", -5.615558241241362),
-4.529008825022527),
("Boghiyear (latent)", -6.0330862217988015),
("dayyear", -2.0167032010464125),
("Thursdayfrom|since|after <time>", -5.627621113690637),
("<time-of-day> o'clockin|during the <part-of-day>",
-6.021023349349527),
("Thursdayat <time-of-day>", -5.327876168789581),
("Islamic New Yearyear (latent)", -5.615558241241362),
("Laylat al-Qadryear (latent)", -5.1047326174753715),
("Shrove Tuesdayyear (latent)", -6.021023349349527),
-6.0330862217988015),
("Thursdayat <time-of-day>", -5.339939041238856),
("Islamic New Yearyear (latent)", -5.627621113690637),
("Laylat al-Qadryear (latent)", -5.116795489924646),
("Shrove Tuesdayyear (latent)", -6.0330862217988015),
("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-5.327876168789581),
("<time-of-day> am|pmtomorrow", -5.327876168789581),
("Yom Kippuryear (latent)", -6.021023349349527),
("<part-of-day> of <time>year (latent)", -6.021023349349527),
("minutehour", -5.1047326174753715),
("Kaanum Pongalyear (latent)", -5.615558241241362),
("Maha Saptamiyear (latent)", -6.021023349349527),
-5.339939041238856),
("<time-of-day> am|pmtomorrow", -5.339939041238856),
("Yom Kippuryear (latent)", -6.0330862217988015),
("<part-of-day> of <time>year (latent)", -6.0330862217988015),
("minutehour", -5.116795489924646),
("Kaanum Pongalyear (latent)", -5.627621113690637),
("Maha Saptamiyear (latent)", -6.0330862217988015),
("at <time-of-day>in|during the <part-of-day>",
-5.615558241241362),
-5.627621113690637),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-4.316275257111101),
("for <duration> from <time>December", -6.021023349349527),
("tomorrow<time-of-day> sharp|exactly", -6.021023349349527),
-4.328338129560376),
("for <duration> from <time>December", -6.0330862217988015),
("tomorrow<time-of-day> sharp|exactly", -6.0330862217988015),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.1047326174753715),
-5.116795489924646),
("on <date><named-month> <day-of-month> (non ordinal)",
-5.615558241241362),
("Pentecostyear (latent)", -6.021023349349527),
-5.627621113690637),
("Pentecostyear (latent)", -6.0330862217988015),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.1047326174753715),
("Eid al-Fitryear (latent)", -6.021023349349527),
-5.116795489924646),
("Eid al-Fitryear (latent)", -6.0330862217988015),
("Vasant Panchamiin|during <named-month>|year",
-6.021023349349527),
("Mondayin|during the <part-of-day>", -6.021023349349527),
("Chhathin|during <named-month>|year", -6.021023349349527),
("Diwaliin|during <named-month>|year", -6.021023349349527),
("Raksha Bandhanyear (latent)", -6.021023349349527),
("daysecond", -5.615558241241362),
-6.0330862217988015),
("Mondayin|during the <part-of-day>", -6.0330862217988015),
("Chhathin|during <named-month>|year", -6.0330862217988015),
("Diwaliin|during <named-month>|year", -6.0330862217988015),
("Vaisakhiin|during <named-month>|year", -6.0330862217988015),
("Raksha Bandhanyear (latent)", -6.0330862217988015),
("daysecond", -5.627621113690637),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-5.615558241241362),
("Ashurayear (latent)", -6.021023349349527),
("Tuesdayin|during <named-month>|year", -6.021023349349527),
("Chinese New Yearyear (latent)", -6.021023349349527),
("Lag BaOmeryear (latent)", -6.021023349349527),
-5.627621113690637),
("Ashurayear (latent)", -6.0330862217988015),
("Tuesdayin|during <named-month>|year", -6.0330862217988015),
("Chinese New Yearyear (latent)", -6.0330862217988015),
("Lag BaOmeryear (latent)", -6.0330862217988015),
("last weekend of <named-month>year (latent)",
-6.021023349349527),
("Eid al-Adhayear (latent)", -5.1047326174753715),
("intersectin|during the <part-of-day>", -6.021023349349527),
("Palm Sundayyear (latent)", -6.021023349349527),
("Christmasat <time-of-day>", -6.021023349349527),
("Passoveryear (latent)", -6.021023349349527),
("Lazarus Saturdayyear (latent)", -6.021023349349527),
-6.0330862217988015),
("Eid al-Adhayear (latent)", -5.116795489924646),
("intersectin|during the <part-of-day>", -6.0330862217988015),
("Palm Sundayyear (latent)", -6.0330862217988015),
("Christmasat <time-of-day>", -6.0330862217988015),
("Passoveryear (latent)", -6.0330862217988015),
("Lazarus Saturdayyear (latent)", -6.0330862217988015),
("<day-of-month> (ordinal or number) <named-month>year (latent)",
-6.021023349349527),
("Yom HaShoahyear (latent)", -5.615558241241362),
-6.0330862217988015),
("Yom HaShoahyear (latent)", -5.627621113690637),
("Thursday<datetime> - <datetime> (interval)",
-5.615558241241362),
-5.627621113690637),
("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
-6.021023349349527),
("Septemberyear (latent)", -5.615558241241362),
-6.0330862217988015),
("Septemberyear (latent)", -5.627621113690637),
("Thursday<time-of-day> - <time-of-day> (interval)",
-4.768260380854159),
("Halloweenyear (latent)", -6.021023349349527),
-4.780323253303433),
("Halloweenyear (latent)", -6.0330862217988015),
("<ordinal> last <cycle> of <time>year (latent)",
-5.615558241241362),
-5.627621113690637),
("from <time-of-day> - <time-of-day> (interval)on <date>",
-5.327876168789581),
-5.339939041238856),
("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
-6.021023349349527),
("at <time-of-day>intersect", -5.615558241241362),
("Rosh Hashanahyear (latent)", -5.327876168789581),
("Dhanterasyear (latent)", -6.021023349349527),
("Tu BiShvatyear (latent)", -6.021023349349527),
("Holiyear (latent)", -5.327876168789581),
-6.0330862217988015),
("at <time-of-day>intersect", -5.627621113690637),
("Rosh Hashanahyear (latent)", -5.339939041238856),
("Dhanterasyear (latent)", -6.0330862217988015),
("Tu BiShvatyear (latent)", -6.0330862217988015),
("Holiyear (latent)", -5.339939041238856),
("<time-of-day> - <time-of-day> (interval)tomorrow",
-6.021023349349527),
("Holika Dahanyear (latent)", -5.327876168789581),
-6.0330862217988015),
("Holika Dahanyear (latent)", -5.339939041238856),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-6.021023349349527),
("dayminute", -3.346874699922998),
("Mawlidyear (latent)", -6.021023349349527),
-6.0330862217988015),
("dayminute", -3.3589375723722728),
("Mawlidyear (latent)", -6.0330862217988015),
("from <datetime> - <datetime> (interval)on <date>",
-5.615558241241362),
-5.627621113690637),
("<datetime> - <datetime> (interval)tomorrow",
-6.021023349349527),
("Jumu'atul-Widayear (latent)", -5.1047326174753715),
("minuteday", -2.3834371896231406),
-6.0330862217988015),
("Jumu'atul-Widayear (latent)", -5.116795489924646),
("minuteday", -2.395500062072416),
("absorption of , after named dayintersect",
-6.021023349349527),
("Orthodox Easter Sundayyear (latent)", -6.021023349349527),
-6.0330862217988015),
("Orthodox Easter Sundayyear (latent)", -6.0330862217988015),
("<ordinal> <cycle> of <time>year (latent)",
-6.021023349349527),
-6.0330862217988015),
("the <day-of-month> (ordinal)in|during the <part-of-day>",
-6.021023349349527),
("Boss's Dayyear (latent)", -5.615558241241362),
("Global Youth Service Dayyear (latent)", -6.021023349349527),
("Dhanterasin|during <named-month>|year", -6.021023349349527),
("Tisha B'Avyear (latent)", -6.021023349349527),
("Isra and Mi'rajyear (latent)", -5.1047326174753715),
-6.0330862217988015),
("Boss's Dayyear (latent)", -5.627621113690637),
("Global Youth Service Dayyear (latent)", -6.0330862217988015),
("Dhanterasin|during <named-month>|year", -6.0330862217988015),
("Tisha B'Avyear (latent)", -6.0330862217988015),
("Isra and Mi'rajyear (latent)", -5.116795489924646),
("at <time-of-day>absorption of , after named day",
-6.021023349349527),
("Christmasyear (latent)", -5.615558241241362),
("Naraka Chaturdashiyear (latent)", -5.615558241241362),
("at <time-of-day>on <date>", -4.922411060681417),
("Thai Pongalin|during <named-month>|year", -6.021023349349527),
-6.0330862217988015),
("Christmasyear (latent)", -5.627621113690637),
("Naraka Chaturdashiyear (latent)", -5.627621113690637),
("at <time-of-day>on <date>", -4.9344739331306915),
("Thai Pongalin|during <named-month>|year",
-6.0330862217988015),
("between <time-of-day> and <time-of-day> (interval)on <date>",
-4.411585436915426),
("dayweek", -6.021023349349527),
("Easter Sundayyear (latent)", -5.327876168789581),
("weekyear", -4.922411060681417),
("hh:mmin|during the <part-of-day>", -5.327876168789581),
-4.423648309364701),
("dayweek", -6.0330862217988015),
("Easter Sundayyear (latent)", -5.339939041238856),
("weekyear", -4.9344739331306915),
("hh:mmin|during the <part-of-day>", -5.339939041238856),
("<cycle> after|before <time><time-of-day> am|pm",
-5.615558241241362),
("Hanukkahyear (latent)", -5.327876168789581),
("February<time> <part-of-day>", -6.021023349349527),
("Great Lentyear (latent)", -6.021023349349527),
("tomorrowat <time-of-day>", -5.327876168789581),
("between <time> and <time>on <date>", -4.411585436915426),
-5.627621113690637),
("Hanukkahyear (latent)", -5.339939041238856),
("February<time> <part-of-day>", -6.0330862217988015),
("Great Lentyear (latent)", -6.0330862217988015),
("tomorrowat <time-of-day>", -5.339939041238856),
("between <time> and <time>on <date>", -4.423648309364701),
("Vaisakhiyear (latent)", -5.339939041238856),
("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-6.021023349349527),
("last <cycle> of <time>year (latent)", -5.327876168789581),
("at <time-of-day>tomorrow", -5.615558241241362),
("tomorrow<time-of-day> am|pm", -6.021023349349527),
-6.0330862217988015),
("last <cycle> of <time>year (latent)", -5.339939041238856),
("at <time-of-day>tomorrow", -5.627621113690637),
("tomorrow<time-of-day> am|pm", -6.0330862217988015),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-6.021023349349527),
("Diwaliyear (latent)", -6.021023349349527),
("Black Fridayyear (latent)", -5.615558241241362),
-6.0330862217988015),
("Diwaliyear (latent)", -6.0330862217988015),
("Black Fridayyear (latent)", -5.627621113690637),
("the <ordinal> last <cycle> of <time>year (latent)",
-6.021023349349527),
-6.0330862217988015),
("in|during the <part-of-day>at <time-of-day>",
-6.021023349349527),
("Chhathyear (latent)", -5.615558241241362),
("Vasant Panchamiyear (latent)", -6.021023349349527),
("Thursday<time> (timezone)", -6.021023349349527),
-6.0330862217988015),
("Chhathyear (latent)", -5.627621113690637),
("Vasant Panchamiyear (latent)", -6.0330862217988015),
("Thursday<time> (timezone)", -6.0330862217988015),
("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-6.021023349349527),
("Februaryintersect", -6.021023349349527),
("Simchat Torahyear (latent)", -6.021023349349527),
("minuteyear", -6.021023349349527)],
n = 308},
-6.0330862217988015),
("Februaryintersect", -6.0330862217988015),
("Simchat Torahyear (latent)", -6.0330862217988015),
("minuteyear", -6.0330862217988015)],
n = 312},
koData =
ClassData{prior = -0.9734491457141037, unseen = -6.368187186350492,
ClassData{prior = -0.9814974788969321, unseen = -6.371611847231857,
likelihoods =
HashMap.fromList
[("<time-of-day> - <time-of-day> (interval)on <date>",
-4.757032535297338),
("hourday", -4.757032535297338),
("dayhour", -3.1083739097099556),
("Tuesdayfrom|since|after <time>", -5.673323267171493),
("daymonth", -3.6584202466292277),
("monthyear", -4.420560298676125),
("<time-of-day> am|pmyear (latent)", -5.267858159063328),
("Thai Pongalyear (latent)", -4.980176086611547),
("intersecthh:mm", -5.673323267171493),
-4.760463070394127),
("hourday", -4.760463070394127),
("dayhour", -3.111804444806745),
("Tuesdayfrom|since|after <time>", -5.676753802268282),
("daymonth", -3.661850781726017),
("monthyear", -4.423990833772914),
("<time-of-day> am|pmyear (latent)", -5.271288694160117),
("Thai Pongalyear (latent)", -4.983606621708336),
("intersecthh:mm", -5.676753802268282),
("from <datetime> - <datetime> (interval)July",
-5.673323267171493),
("houryear", -4.757032535297338),
-5.676753802268282),
("houryear", -4.760463070394127),
("from <time-of-day> - <time-of-day> (interval)July",
-5.673323267171493),
-5.676753802268282),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-4.980176086611547),
("<time-of-day> am|pmintersect", -4.420560298676125),
("until <time>on <date>", -4.980176086611547),
("Octoberyear (latent)", -5.673323267171493),
-4.983606621708336),
("<time-of-day> am|pmintersect", -4.423990833772914),
("until <time>on <date>", -4.983606621708336),
("Octoberyear (latent)", -5.676753802268282),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-4.980176086611547),
-4.983606621708336),
("about|exactly <time-of-day>year (latent)",
-5.673323267171493),
("absorption of , after named dayJuly", -5.267858159063328),
("from|since|after <time>July", -5.673323267171493),
-5.676753802268282),
("absorption of , after named dayJuly", -5.271288694160117),
("from|since|after <time>July", -5.676753802268282),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-4.757032535297338),
("Clean Mondayyear (latent)", -5.673323267171493),
("monthhour", -5.673323267171493),
("hourmonth", -4.757032535297338),
("todayat <time-of-day>", -5.673323267171493),
("from|since|after <time>December", -5.673323267171493),
-4.760463070394127),
("Clean Mondayyear (latent)", -5.676753802268282),
("monthhour", -5.676753802268282),
("hourmonth", -4.760463070394127),
("todayat <time-of-day>", -5.676753802268282),
("from|since|after <time>December", -5.676753802268282),
("from|since|after <time><time-of-day> am|pm",
-5.673323267171493),
("Mondayyear (latent)", -4.980176086611547),
("dayday", -5.267858159063328),
("<time-of-day> am|pmon <date>", -4.420560298676125),
("Thursdaydd/mm", -5.673323267171493),
("dayyear", -2.8111223862420243),
("New Year's Dayyear (latent)", -5.267858159063328),
("Thursdayfrom|since|after <time>", -3.9685751749330676),
("Thursdayat <time-of-day>", -4.063885354737392),
-5.676753802268282),
("Mondayyear (latent)", -4.983606621708336),
("dayday", -5.271288694160117),
("<time-of-day> am|pmon <date>", -4.423990833772914),
("Thursdaydd/mm", -5.676753802268282),
("dayyear", -2.8145529213388136),
("New Year's Dayyear (latent)", -5.271288694160117),
("Thursdayfrom|since|after <time>", -3.9720057100298565),
("Thursdayat <time-of-day>", -4.067315889834181),
("<integer> to|till|before <hour-of-day>September",
-5.673323267171493),
("Aprilyear (latent)", -5.673323267171493),
("monthminute", -5.673323267171493),
("<time-of-day> am|pmtomorrow", -5.673323267171493),
("Thursdayhh:mm", -4.757032535297338),
("minutemonth", -3.8815637979434374),
("Augustyear (latent)", -5.267858159063328),
-5.676753802268282),
("Aprilyear (latent)", -5.676753802268282),
("monthminute", -5.676753802268282),
("<time-of-day> am|pmtomorrow", -5.676753802268282),
("Thursdayhh:mm", -4.760463070394127),
("minutemonth", -3.884994333040227),
("Augustyear (latent)", -5.271288694160117),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.267858159063328),
-5.271288694160117),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.267858159063328),
("week-endin|during <named-month>|year", -5.673323267171493),
-5.271288694160117),
("week-endin|during <named-month>|year", -5.676753802268282),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-5.673323267171493),
("Sundayyear (latent)", -4.757032535297338),
("Christmasat <time-of-day>", -5.673323267171493),
("from|since|after <time>year (latent)", -4.574710978503383),
-5.676753802268282),
("Sundayyear (latent)", -4.760463070394127),
("Christmasat <time-of-day>", -5.676753802268282),
("from|since|after <time>year (latent)", -4.578141513600172),
("<duration> after|before|from <time>December",
-5.673323267171493),
("yesterday<time-of-day> am|pm", -5.673323267171493),
-5.676753802268282),
("yesterday<time-of-day> am|pm", -5.676753802268282),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-5.673323267171493),
-5.676753802268282),
("Thursday<time-of-day> - <time-of-day> (interval)",
-4.980176086611547),
-4.983606621708336),
("in|during <named-month>|yearyear (latent)",
-5.673323267171493),
("at <time-of-day>intersect", -5.267858159063328),
("hh:mmyear (latent)", -4.574710978503383),
("Holiyear (latent)", -5.673323267171493),
("until <time><time-of-day> am|pm", -5.673323267171493),
-5.676753802268282),
("at <time-of-day>intersect", -5.271288694160117),
("hh:mmyear (latent)", -4.578141513600172),
("Holiyear (latent)", -5.676753802268282),
("until <time><time-of-day> am|pm", -5.676753802268282),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.673323267171493),
("dayminute", -2.9324832432462915),
("yyyy-mm-ddhh:mm", -5.267858159063328),
("intersectSeptember", -4.169245870395218),
("minuteday", -2.6052703320378754),
-5.676753802268282),
("dayminute", -2.935913778343081),
("yyyy-mm-ddhh:mm", -5.271288694160117),
("intersectSeptember", -4.172676405492008),
("minuteday", -2.6087008671346648),
("absorption of , after named dayintersect",
-5.673323267171493),
("Februaryin|during the <part-of-day>", -5.673323267171493),
("hh:mmon <date>", -3.6584202466292277),
("Saturdayyear (latent)", -5.673323267171493),
("from|since|after <time>on <date>", -4.757032535297338),
-5.676753802268282),
("Februaryin|during the <part-of-day>", -5.676753802268282),
("hh:mmon <date>", -3.661850781726017),
("Saturdayyear (latent)", -5.676753802268282),
("from|since|after <time>on <date>", -4.760463070394127),
("absorption of , after named daySeptember",
-4.757032535297338),
("Naraka Chaturdashiyear (latent)", -5.673323267171493),
("on <date>September", -5.267858159063328),
("at <time-of-day>on <date>", -5.267858159063328),
("dayweek", -5.673323267171493),
("Easter Sundayyear (latent)", -5.267858159063328),
("Thursday<time-of-day> am|pm", -4.420560298676125),
("weekyear", -5.267858159063328),
-4.760463070394127),
("Naraka Chaturdashiyear (latent)", -5.676753802268282),
("on <date>September", -5.271288694160117),
("at <time-of-day>on <date>", -5.271288694160117),
("dayweek", -5.676753802268282),
("Easter Sundayyear (latent)", -5.271288694160117),
("Thursday<time-of-day> am|pm", -4.423990833772914),
("weekyear", -5.271288694160117),
("<named-month> <day-of-month> (non ordinal)until <time>",
-5.673323267171493),
-5.676753802268282),
("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-5.267858159063328),
-5.271288694160117),
("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-4.980176086611547),
("Sundayfrom|since|after <time>", -5.673323267171493),
("absorption of , after named dayFebruary", -4.757032535297338),
-4.983606621708336),
("Sundayfrom|since|after <time>", -5.676753802268282),
("absorption of , after named dayFebruary", -4.760463070394127),
("July<integer> to|till|before <hour-of-day>",
-5.673323267171493),
("tomorrowat <time-of-day>", -5.673323267171493),
-5.676753802268282),
("tomorrowat <time-of-day>", -5.676753802268282),
("<integer> to|till|before <hour-of-day>July",
-5.673323267171493),
("last <cycle> of <time>year (latent)", -5.267858159063328),
("tomorrow<time-of-day> am|pm", -5.673323267171493),
-5.676753802268282),
("last <cycle> of <time>year (latent)", -5.271288694160117),
("tomorrow<time-of-day> am|pm", -5.676753802268282),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-4.980176086611547),
("Diwaliyear (latent)", -5.267858159063328),
-4.983606621708336),
("Diwaliyear (latent)", -5.271288694160117),
("<time-of-day> - <time-of-day> (interval)July",
-5.673323267171493),
("Fridayyear (latent)", -5.267858159063328),
("minuteyear", -4.420560298676125)],
-5.676753802268282),
("Fridayyear (latent)", -5.271288694160117),
("minuteyear", -4.423990833772914)],
n = 187}}),
("one eleven",
Classifier{okData =
@ -1358,15 +1363,14 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -0.15201620729862575,
unseen = -4.9344739331306915,
ClassData{prior = -0.1479201300766222, unseen = -4.962844630259907,
likelihoods =
HashMap.fromList
[("integer (numeric)", -4.445176257083381e-2),
("intersect 2 numbers", -3.5409593240373143)],
n = 134},
[("integer (numeric)", -4.317217186520878e-2),
("intersect 2 numbers", -3.56953269648137)],
n = 138},
koData =
ClassData{prior = -1.9588135538912212, unseen = -3.295836866004329,
ClassData{prior = -1.984131361875511, unseen = -3.295836866004329,
likelihoods =
HashMap.fromList
[("integer (numeric)", -1.1786549963416462),
@ -3029,6 +3033,13 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Vaisakhi",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("right now",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,

View File

@ -82,10 +82,10 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.6058594459618136, unseen = -5.802118375377063,
likelihoods = HashMap.fromList [("", 0.0)], n = 329},
ClassData{prior = -0.6003863010790546, unseen = -5.814130531825066,
likelihoods = HashMap.fromList [("", 0.0)], n = 333},
koData =
ClassData{prior = -0.7887890903391153, unseen = -5.62040086571715,
ClassData{prior = -0.795400684671428, unseen = -5.62040086571715,
likelihoods = HashMap.fromList [("", 0.0)], n = 274}}),
("<year> (bc|ad)",
Classifier{okData =
@ -551,17 +551,18 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("in|during <named-month>|year",
Classifier{okData =
ClassData{prior = -0.2578291093020998, unseen = -3.713572066704308,
ClassData{prior = -0.24512245803298496,
unseen = -3.7612001156935624,
likelihoods =
HashMap.fromList
[("<year> (bc|ad)", -1.8971199848858813),
("October", -2.995732273553991),
("year (latent)", -1.3862943611198906),
("year", -0.9808292530117262), ("March", -2.5902671654458267),
("month", -2.3025850929940455)],
n = 17},
[("<year> (bc|ad)", -1.9459101490553135),
("October", -3.044522437723423),
("year (latent)", -1.3397743454849977),
("year", -0.9650808960435872), ("March", -2.639057329615259),
("month", -2.3513752571634776)],
n = 18},
koData =
ClassData{prior = -1.4816045409242156, unseen = -2.833213344056216,
ClassData{prior = -1.5260563034950494, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("October", -1.6739764335716716),
@ -836,361 +837,361 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.45145022134998775,
unseen = -6.810142450115136,
ClassData{prior = -0.44721690278838616,
unseen = -6.821107472256465,
likelihoods =
HashMap.fromList
[("Navaratriyear (latent)", -6.115892125483034),
("Father's Dayyear (latent)", -6.115892125483034),
("Ramadanyear (latent)", -6.115892125483034),
[("Navaratriyear (latent)", -6.126869184114185),
("Father's Dayyear (latent)", -6.126869184114185),
("Ramadanyear (latent)", -6.126869184114185),
("<datetime> - <datetime> (interval)on <date>",
-4.863129156987666),
("Military Spouse Dayyear (latent)", -6.115892125483034),
("Bhai Doojyear (latent)", -6.115892125483034),
-4.874106215618817),
("Military Spouse Dayyear (latent)", -6.126869184114185),
("Bhai Doojyear (latent)", -6.126869184114185),
("<time-of-day> - <time-of-day> (interval)on <date>",
-4.863129156987666),
("hourday", -4.411144033244609),
("dayhour", -3.2536912445535657),
("Martin Luther King's Dayyear (latent)", -5.71042701737487),
("Shemini Atzeretyear (latent)", -6.115892125483034),
("daymonth", -5.199601393608879),
("monthday", -5.71042701737487),
("monthyear", -4.324132656254979),
("Yom Ha'atzmautyear (latent)", -6.115892125483034),
("Vijayadashamiyear (latent)", -6.115892125483034),
-4.874106215618817),
("hourday", -4.42212109187576), ("dayhour", -3.264668303184717),
("Martin Luther King's Dayyear (latent)", -5.721404076006021),
("Shemini Atzeretyear (latent)", -6.126869184114185),
("daymonth", -5.21057845224003),
("monthday", -5.721404076006021),
("monthyear", -4.33510971488613),
("Yom Ha'atzmautyear (latent)", -6.126869184114185),
("Vijayadashamiyear (latent)", -6.126869184114185),
("Administrative Professionals' Dayyear (latent)",
-4.7295977643631435),
("Thanksgiving Dayyear (latent)", -5.017279836814924),
("Thai Pongalyear (latent)", -5.422744944923089),
("Thiru Onamyear (latent)", -5.422744944923089),
("Tuesdaythe <day-of-month> (ordinal)", -6.115892125483034),
-4.740574822994295),
("Thanksgiving Dayyear (latent)", -5.028256895446075),
("Thai Pongalyear (latent)", -5.43372200355424),
("Thiru Onamyear (latent)", -5.43372200355424),
("Tuesdaythe <day-of-month> (ordinal)", -6.126869184114185),
("from <datetime> - <datetime> (interval)July",
-6.115892125483034),
("houryear", -5.422744944923089),
-6.126869184114185),
("houryear", -5.43372200355424),
("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-6.115892125483034),
("Christmas<time-of-day> am|pm", -6.115892125483034),
-6.126869184114185),
("Christmas<time-of-day> am|pm", -6.126869184114185),
("last <day-of-week> of <time>year (latent)",
-6.115892125483034),
-6.126869184114185),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.422744944923089),
("<time-of-day> am|pmintersect", -4.863129156987666),
("Earth Houryear (latent)", -6.115892125483034),
("Octoberyear (latent)", -4.61181472870676),
("intersect<time-of-day> am|pm", -6.115892125483034),
("Mattu Pongalyear (latent)", -6.115892125483034),
("Shavuotyear (latent)", -6.115892125483034),
-5.43372200355424),
("<time-of-day> am|pmintersect", -4.874106215618817),
("Earth Houryear (latent)", -6.126869184114185),
("Octoberyear (latent)", -4.622791787337911),
("intersect<time-of-day> am|pm", -6.126869184114185),
("Mattu Pongalyear (latent)", -6.126869184114185),
("Shavuotyear (latent)", -6.126869184114185),
("at <time-of-day>in|within|after <duration>",
-6.115892125483034),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.115892125483034),
-6.126869184114185),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.126869184114185),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.71042701737487),
("Marchyear (latent)", -6.115892125483034),
("Sukkotyear (latent)", -5.71042701737487),
-5.721404076006021),
("Marchyear (latent)", -6.126869184114185),
("Sukkotyear (latent)", -5.721404076006021),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-6.115892125483034),
("Clean Mondayyear (latent)", -5.71042701737487),
("monthhour", -5.71042701737487),
("todayat <time-of-day>", -6.115892125483034),
("Thursday<time> timezone", -4.169981976427721),
("from|since|after <time>December", -6.115892125483034),
-6.126869184114185),
("Clean Mondayyear (latent)", -5.721404076006021),
("monthhour", -5.721404076006021),
("todayat <time-of-day>", -6.126869184114185),
("Thursday<time> timezone", -4.180959035058872),
("from|since|after <time>December", -6.126869184114185),
("Emergency Medical Services for Children Dayyear (latent)",
-6.115892125483034),
-6.126869184114185),
("this <time>hh(:mm) - <time-of-day> am|pm",
-6.115892125483034),
("yyyy-mm-ddhh:mm:ss", -5.71042701737487),
("Tax Daythis|last|next <cycle>", -6.115892125483034),
("dayday", -4.100989104940769),
("<time> <part-of-day>at <time-of-day>", -6.115892125483034),
("mm/ddat <time-of-day>", -6.115892125483034),
("tonightat <time-of-day>", -6.115892125483034),
-6.126869184114185),
("yyyy-mm-ddhh:mm:ss", -5.721404076006021),
("Tax Daythis|last|next <cycle>", -6.126869184114185),
("dayday", -4.11196616357192),
("<time> <part-of-day>at <time-of-day>", -6.126869184114185),
("mm/ddat <time-of-day>", -6.126869184114185),
("tonightat <time-of-day>", -6.126869184114185),
("<time-of-day> am|pmabsorption of , after named day",
-5.422744944923089),
("today<time-of-day> am|pm", -6.115892125483034),
("Februarythe <day-of-month> (ordinal)", -5.71042701737487),
("at <time-of-day><time> <part-of-day>", -6.115892125483034),
("mm/dd<time-of-day> am|pm", -6.115892125483034),
("hourhour", -4.863129156987666),
("<time-of-day> am|pmon <date>", -4.100989104940769),
("Navaratriin|during <named-month>|year", -6.115892125483034),
("Wednesdaythis|last|next <cycle>", -6.115892125483034),
("Lentyear (latent)", -6.115892125483034),
-5.43372200355424),
("today<time-of-day> am|pm", -6.126869184114185),
("Februarythe <day-of-month> (ordinal)", -5.721404076006021),
("at <time-of-day><time> <part-of-day>", -6.126869184114185),
("mm/dd<time-of-day> am|pm", -6.126869184114185),
("hourhour", -4.874106215618817),
("<time-of-day> am|pmon <date>", -4.11196616357192),
("Navaratriin|during <named-month>|year", -6.126869184114185),
("Wednesdaythis|last|next <cycle>", -6.126869184114185),
("Lentyear (latent)", -6.126869184114185),
("intersect<named-month> <day-of-month> (non ordinal)",
-4.61181472870676),
("Boghiyear (latent)", -6.115892125483034),
("dayyear", -1.8890583802148544),
("Thursdayfrom|since|after <time>", -5.71042701737487),
-4.622791787337911),
("Boghiyear (latent)", -6.126869184114185),
("dayyear", -1.871256474295962),
("Thursdayfrom|since|after <time>", -5.721404076006021),
("<time-of-day> o'clockin|during the <part-of-day>",
-6.115892125483034),
("Thursdayat <time-of-day>", -5.422744944923089),
("Islamic New Yearyear (latent)", -5.71042701737487),
("Laylat al-Qadryear (latent)", -5.199601393608879),
("Shrove Tuesdayyear (latent)", -6.115892125483034),
-6.126869184114185),
("Thursdayat <time-of-day>", -5.43372200355424),
("Islamic New Yearyear (latent)", -5.721404076006021),
("Laylat al-Qadryear (latent)", -5.21057845224003),
("Shrove Tuesdayyear (latent)", -6.126869184114185),
("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-5.422744944923089),
("<time-of-day> am|pmtomorrow", -5.422744944923089),
("Yom Kippuryear (latent)", -6.115892125483034),
("<part-of-day> of <time>year (latent)", -6.115892125483034),
("minutehour", -5.199601393608879),
("Kaanum Pongalyear (latent)", -5.71042701737487),
("Maha Saptamiyear (latent)", -6.115892125483034),
-5.43372200355424),
("<time-of-day> am|pmtomorrow", -5.43372200355424),
("Yom Kippuryear (latent)", -6.126869184114185),
("<part-of-day> of <time>year (latent)", -6.126869184114185),
("minutehour", -5.21057845224003),
("Kaanum Pongalyear (latent)", -5.721404076006021),
("Maha Saptamiyear (latent)", -6.126869184114185),
("at <time-of-day>in|during the <part-of-day>",
-5.71042701737487),
-5.721404076006021),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-4.411144033244609),
("for <duration> from <time>December", -6.115892125483034),
("tomorrow<time-of-day> sharp|exactly", -6.115892125483034),
-4.42212109187576),
("for <duration> from <time>December", -6.126869184114185),
("tomorrow<time-of-day> sharp|exactly", -6.126869184114185),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.199601393608879),
-5.21057845224003),
("on <date><named-month> <day-of-month> (non ordinal)",
-5.71042701737487),
("Pentecostyear (latent)", -6.115892125483034),
-5.721404076006021),
("Pentecostyear (latent)", -6.126869184114185),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.199601393608879),
("Eid al-Fitryear (latent)", -6.115892125483034),
-5.21057845224003),
("Eid al-Fitryear (latent)", -6.126869184114185),
("Vasant Panchamiin|during <named-month>|year",
-6.115892125483034),
("Mondayin|during the <part-of-day>", -6.115892125483034),
("Chhathin|during <named-month>|year", -6.115892125483034),
("Diwaliin|during <named-month>|year", -6.115892125483034),
("Raksha Bandhanyear (latent)", -6.115892125483034),
("daysecond", -5.71042701737487),
-6.126869184114185),
("Mondayin|during the <part-of-day>", -6.126869184114185),
("Chhathin|during <named-month>|year", -6.126869184114185),
("Diwaliin|during <named-month>|year", -6.126869184114185),
("Vaisakhiin|during <named-month>|year", -6.126869184114185),
("Raksha Bandhanyear (latent)", -6.126869184114185),
("daysecond", -5.721404076006021),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-5.71042701737487),
("Emancipation Dayyear (latent)", -5.422744944923089),
("Ashurayear (latent)", -6.115892125483034),
("Tuesdayin|during <named-month>|year", -6.115892125483034),
("Chinese New Yearyear (latent)", -6.115892125483034),
("Lag BaOmeryear (latent)", -6.115892125483034),
-5.721404076006021),
("Emancipation Dayyear (latent)", -5.43372200355424),
("Ashurayear (latent)", -6.126869184114185),
("Tuesdayin|during <named-month>|year", -6.126869184114185),
("Chinese New Yearyear (latent)", -6.126869184114185),
("Lag BaOmeryear (latent)", -6.126869184114185),
("last weekend of <named-month>year (latent)",
-6.115892125483034),
("Eid al-Adhayear (latent)", -5.199601393608879),
("intersectin|during the <part-of-day>", -6.115892125483034),
("Palm Sundayyear (latent)", -6.115892125483034),
("Christmasat <time-of-day>", -6.115892125483034),
("Passoveryear (latent)", -6.115892125483034),
("Lazarus Saturdayyear (latent)", -6.115892125483034),
-6.126869184114185),
("Eid al-Adhayear (latent)", -5.21057845224003),
("intersectin|during the <part-of-day>", -6.126869184114185),
("Palm Sundayyear (latent)", -6.126869184114185),
("Christmasat <time-of-day>", -6.126869184114185),
("Passoveryear (latent)", -6.126869184114185),
("Lazarus Saturdayyear (latent)", -6.126869184114185),
("<day-of-month> (ordinal or number) <named-month>year (latent)",
-6.115892125483034),
("Cyber Mondayyear (latent)", -5.71042701737487),
("Yom HaShoahyear (latent)", -5.71042701737487),
-6.126869184114185),
("Cyber Mondayyear (latent)", -5.721404076006021),
("Yom HaShoahyear (latent)", -5.721404076006021),
("Thursday<datetime> - <datetime> (interval)",
-5.71042701737487),
-5.721404076006021),
("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
-6.115892125483034),
("Septemberyear (latent)", -5.71042701737487),
-6.126869184114185),
("Septemberyear (latent)", -5.721404076006021),
("Thursday<time-of-day> - <time-of-day> (interval)",
-4.863129156987666),
("Halloweenyear (latent)", -6.115892125483034),
-4.874106215618817),
("Halloweenyear (latent)", -6.126869184114185),
("<ordinal> last <cycle> of <time>year (latent)",
-5.71042701737487),
-5.721404076006021),
("from <time-of-day> - <time-of-day> (interval)on <date>",
-5.422744944923089),
-5.43372200355424),
("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
-6.115892125483034),
("at <time-of-day>intersect", -5.71042701737487),
("Rosh Hashanahyear (latent)", -5.422744944923089),
("Dhanterasyear (latent)", -6.115892125483034),
("Tu BiShvatyear (latent)", -6.115892125483034),
("Holiyear (latent)", -5.422744944923089),
-6.126869184114185),
("at <time-of-day>intersect", -5.721404076006021),
("Rosh Hashanahyear (latent)", -5.43372200355424),
("Dhanterasyear (latent)", -6.126869184114185),
("Tu BiShvatyear (latent)", -6.126869184114185),
("Holiyear (latent)", -5.43372200355424),
("<time-of-day> - <time-of-day> (interval)tomorrow",
-6.115892125483034),
("Holika Dahanyear (latent)", -5.422744944923089),
-6.126869184114185),
("Holika Dahanyear (latent)", -5.43372200355424),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-6.115892125483034),
("dayminute", -3.375052101557833),
("Mawlidyear (latent)", -6.115892125483034),
-6.126869184114185),
("dayminute", -3.386029160188984),
("Mawlidyear (latent)", -6.126869184114185),
("from <datetime> - <datetime> (interval)on <date>",
-5.71042701737487),
-5.721404076006021),
("<datetime> - <datetime> (interval)tomorrow",
-6.115892125483034),
("Jumu'atul-Widayear (latent)", -5.199601393608879),
("minuteday", -2.478305965756648),
-6.126869184114185),
("Jumu'atul-Widayear (latent)", -5.21057845224003),
("minuteday", -2.4892830243877992),
("absorption of , after named dayintersect",
-6.115892125483034),
("Orthodox Easter Sundayyear (latent)", -6.115892125483034),
-6.126869184114185),
("Orthodox Easter Sundayyear (latent)", -6.126869184114185),
("<ordinal> <cycle> of <time>year (latent)",
-6.115892125483034),
-6.126869184114185),
("the <day-of-month> (ordinal)in|during the <part-of-day>",
-6.115892125483034),
("Boss's Dayyear (latent)", -5.71042701737487),
("Global Youth Service Dayyear (latent)", -6.115892125483034),
("Dhanterasin|during <named-month>|year", -6.115892125483034),
("Tisha B'Avyear (latent)", -6.115892125483034),
("Isra and Mi'rajyear (latent)", -5.199601393608879),
-6.126869184114185),
("Boss's Dayyear (latent)", -5.721404076006021),
("Global Youth Service Dayyear (latent)", -6.126869184114185),
("Dhanterasin|during <named-month>|year", -6.126869184114185),
("Tisha B'Avyear (latent)", -6.126869184114185),
("Isra and Mi'rajyear (latent)", -5.21057845224003),
("at <time-of-day>absorption of , after named day",
-6.115892125483034),
("Christmasyear (latent)", -5.71042701737487),
("Naraka Chaturdashiyear (latent)", -5.71042701737487),
("at <time-of-day>on <date>", -5.017279836814924),
("Thai Pongalin|during <named-month>|year", -6.115892125483034),
-6.126869184114185),
("Christmasyear (latent)", -5.721404076006021),
("Naraka Chaturdashiyear (latent)", -5.721404076006021),
("at <time-of-day>on <date>", -5.028256895446075),
("Thai Pongalin|during <named-month>|year", -6.126869184114185),
("Emergency Medical Services Weekyear (latent)",
-6.115892125483034),
-6.126869184114185),
("between <time-of-day> and <time-of-day> (interval)on <date>",
-4.506454213048934),
("dayweek", -6.115892125483034),
("Easter Sundayyear (latent)", -5.422744944923089),
("weekyear", -5.017279836814924),
("hh:mmin|during the <part-of-day>", -5.422744944923089),
-4.517431271680085),
("dayweek", -6.126869184114185),
("Easter Sundayyear (latent)", -5.43372200355424),
("weekyear", -5.028256895446075),
("hh:mmin|during the <part-of-day>", -5.43372200355424),
("<cycle> after|before <time><time-of-day> am|pm",
-5.71042701737487),
("Hanukkahyear (latent)", -5.422744944923089),
("February<time> <part-of-day>", -6.115892125483034),
("National Grandparents Dayyear (latent)", -6.115892125483034),
("Great Lentyear (latent)", -6.115892125483034),
("tomorrowat <time-of-day>", -5.422744944923089),
("Labor Dayyear (latent)", -6.115892125483034),
("between <time> and <time>on <date>", -4.506454213048934),
-5.721404076006021),
("Hanukkahyear (latent)", -5.43372200355424),
("February<time> <part-of-day>", -6.126869184114185),
("National Grandparents Dayyear (latent)", -6.126869184114185),
("Great Lentyear (latent)", -6.126869184114185),
("tomorrowat <time-of-day>", -5.43372200355424),
("Labor Dayyear (latent)", -6.126869184114185),
("between <time> and <time>on <date>", -4.517431271680085),
("Vaisakhiyear (latent)", -5.43372200355424),
("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-6.115892125483034),
("last <cycle> of <time>year (latent)", -5.422744944923089),
("at <time-of-day>tomorrow", -5.71042701737487),
("tomorrow<time-of-day> am|pm", -6.115892125483034),
("President's Dayyear (latent)", -6.115892125483034),
-6.126869184114185),
("last <cycle> of <time>year (latent)", -5.43372200355424),
("at <time-of-day>tomorrow", -5.721404076006021),
("tomorrow<time-of-day> am|pm", -6.126869184114185),
("President's Dayyear (latent)", -6.126869184114185),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-6.115892125483034),
("Diwaliyear (latent)", -6.115892125483034),
("Black Fridayyear (latent)", -5.71042701737487),
-6.126869184114185),
("Diwaliyear (latent)", -6.126869184114185),
("Black Fridayyear (latent)", -5.721404076006021),
("the <ordinal> last <cycle> of <time>year (latent)",
-6.115892125483034),
-6.126869184114185),
("in|during the <part-of-day>at <time-of-day>",
-6.115892125483034),
("Chhathyear (latent)", -5.71042701737487),
("Vasant Panchamiyear (latent)", -6.115892125483034),
("Tax Dayyear (latent)", -5.199601393608879),
("Thursday<time> (timezone)", -6.115892125483034),
-6.126869184114185),
("Chhathyear (latent)", -5.721404076006021),
("Vasant Panchamiyear (latent)", -6.126869184114185),
("Tax Dayyear (latent)", -5.21057845224003),
("Thursday<time> (timezone)", -6.126869184114185),
("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-6.115892125483034),
("Februaryintersect", -6.115892125483034),
("Mother's Dayyear (latent)", -6.115892125483034),
("Simchat Torahyear (latent)", -6.115892125483034),
("minuteyear", -6.115892125483034)],
n = 340},
-6.126869184114185),
("Februaryintersect", -6.126869184114185),
("Mother's Dayyear (latent)", -6.126869184114185),
("Simchat Torahyear (latent)", -6.126869184114185),
("minuteyear", -6.126869184114185)],
n = 344},
koData =
ClassData{prior = -1.0125376798968666, unseen = -6.421622267806518,
ClassData{prior = -1.0200004010984562, unseen = -6.424869023905388,
likelihoods =
HashMap.fromList
[("<time-of-day> - <time-of-day> (interval)on <date>",
-4.810557015713042),
("hourday", -4.810557015713042),
("dayhour", -3.0526990981606685),
("Tuesdayfrom|since|after <time>", -5.726847747587197),
("daymonth", -3.711944727044932),
("monthyear", -4.474084779091829),
("<time-of-day> am|pmyear (latent)", -5.321382639479033),
("Thai Pongalyear (latent)", -5.033700567027251),
("intersecthh:mm", -5.726847747587197),
-4.81380905109942),
("hourday", -4.81380905109942),
("dayhour", -3.0559511335470457),
("Tuesdayfrom|since|after <time>", -5.730099782973574),
("daymonth", -3.71519676243131),
("monthyear", -4.477336814478207),
("<time-of-day> am|pmyear (latent)", -5.32463467486541),
("Thai Pongalyear (latent)", -5.0369526024136295),
("intersecthh:mm", -5.730099782973574),
("from <datetime> - <datetime> (interval)July",
-5.726847747587197),
("houryear", -4.810557015713042),
-5.730099782973574),
("houryear", -4.81380905109942),
("from <time-of-day> - <time-of-day> (interval)July",
-5.726847747587197),
-5.730099782973574),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.033700567027251),
("<time-of-day> am|pmintersect", -4.474084779091829),
("until <time>on <date>", -5.033700567027251),
("Octoberyear (latent)", -5.726847747587197),
-5.0369526024136295),
("<time-of-day> am|pmintersect", -4.477336814478207),
("until <time>on <date>", -5.0369526024136295),
("Octoberyear (latent)", -5.730099782973574),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.033700567027251),
-5.0369526024136295),
("about|exactly <time-of-day>year (latent)",
-5.726847747587197),
("absorption of , after named dayJuly", -5.321382639479033),
("from|since|after <time>July", -5.726847747587197),
-5.730099782973574),
("absorption of , after named dayJuly", -5.32463467486541),
("from|since|after <time>July", -5.730099782973574),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-4.810557015713042),
("Clean Mondayyear (latent)", -5.726847747587197),
("monthhour", -5.726847747587197),
("hourmonth", -4.810557015713042),
("todayat <time-of-day>", -5.726847747587197),
("from|since|after <time>December", -5.726847747587197),
-4.81380905109942),
("Clean Mondayyear (latent)", -5.730099782973574),
("monthhour", -5.730099782973574),
("hourmonth", -4.81380905109942),
("todayat <time-of-day>", -5.730099782973574),
("from|since|after <time>December", -5.730099782973574),
("from|since|after <time><time-of-day> am|pm",
-5.726847747587197),
("Mondayyear (latent)", -4.628235458919088),
("dayday", -5.321382639479033),
("mm/ddat <time-of-day>", -5.321382639479033),
("<time-of-day> am|pmon <date>", -4.474084779091829),
("dayyear", -2.7824087684207566),
("Thursdaymm/dd", -5.726847747587197),
("New Year's Dayyear (latent)", -5.321382639479033),
("Thursdayfrom|since|after <time>", -4.022099655348772),
("Thursdayat <time-of-day>", -4.117409835153096),
-5.730099782973574),
("Mondayyear (latent)", -4.631487494305465),
("dayday", -5.32463467486541),
("mm/ddat <time-of-day>", -5.32463467486541),
("<time-of-day> am|pmon <date>", -4.477336814478207),
("dayyear", -2.785660803807134),
("Thursdaymm/dd", -5.730099782973574),
("New Year's Dayyear (latent)", -5.32463467486541),
("Thursdayfrom|since|after <time>", -4.02535169073515),
("Thursdayat <time-of-day>", -4.120661870539474),
("<integer> to|till|before <hour-of-day>September",
-5.726847747587197),
("Aprilyear (latent)", -5.726847747587197),
("monthminute", -5.726847747587197),
("<time-of-day> am|pmtomorrow", -5.726847747587197),
("Thursdayhh:mm", -4.810557015713042),
("minutemonth", -3.9350882783591423),
("Augustyear (latent)", -5.321382639479033),
-5.730099782973574),
("Aprilyear (latent)", -5.730099782973574),
("monthminute", -5.730099782973574),
("<time-of-day> am|pmtomorrow", -5.730099782973574),
("Thursdayhh:mm", -4.81380905109942),
("minutemonth", -3.9383403137455195),
("Augustyear (latent)", -5.32463467486541),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.321382639479033),
-5.32463467486541),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.321382639479033),
("week-endin|during <named-month>|year", -5.726847747587197),
-5.32463467486541),
("week-endin|during <named-month>|year", -5.730099782973574),
("mm/dd<time-of-day> - <time-of-day> (interval)",
-5.321382639479033),
-5.32463467486541),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-5.726847747587197),
("Sundayyear (latent)", -4.810557015713042),
("Christmasat <time-of-day>", -5.726847747587197),
("from|since|after <time>year (latent)", -4.628235458919088),
-5.730099782973574),
("Sundayyear (latent)", -4.81380905109942),
("Christmasat <time-of-day>", -5.730099782973574),
("from|since|after <time>year (latent)", -4.631487494305465),
("<duration> after|before|from <time>December",
-5.726847747587197),
("yesterday<time-of-day> am|pm", -5.726847747587197),
-5.730099782973574),
("yesterday<time-of-day> am|pm", -5.730099782973574),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-5.726847747587197),
("mm/ddyear (latent)", -5.726847747587197),
-5.730099782973574),
("mm/ddyear (latent)", -5.730099782973574),
("Thursday<time-of-day> - <time-of-day> (interval)",
-5.033700567027251),
-5.0369526024136295),
("in|during <named-month>|yearyear (latent)",
-5.726847747587197),
("at <time-of-day>intersect", -5.321382639479033),
("hh:mmyear (latent)", -4.628235458919088),
("Holiyear (latent)", -5.726847747587197),
("until <time><time-of-day> am|pm", -5.726847747587197),
-5.730099782973574),
("at <time-of-day>intersect", -5.32463467486541),
("hh:mmyear (latent)", -4.631487494305465),
("Holiyear (latent)", -5.730099782973574),
("until <time><time-of-day> am|pm", -5.730099782973574),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.726847747587197),
("dayminute", -2.9542590253474157),
("yyyy-mm-ddhh:mm", -5.321382639479033),
("intersectSeptember", -4.222770350810923),
("minuteday", -2.65879481245358),
-5.730099782973574),
("dayminute", -2.9575110607337933),
("yyyy-mm-ddhh:mm", -5.32463467486541),
("intersectSeptember", -4.2260223861973),
("minuteday", -2.6620468478399575),
("absorption of , after named dayintersect",
-5.726847747587197),
("Februaryin|during the <part-of-day>", -5.726847747587197),
("hh:mmon <date>", -3.711944727044932),
("Saturdayyear (latent)", -5.726847747587197),
("from|since|after <time>on <date>", -4.810557015713042),
("absorption of , after named daySeptember",
-4.810557015713042),
("Naraka Chaturdashiyear (latent)", -5.726847747587197),
("on <date>September", -5.321382639479033),
("at <time-of-day>on <date>", -5.321382639479033),
("dayweek", -5.726847747587197),
("Easter Sundayyear (latent)", -5.321382639479033),
("Thursday<time-of-day> am|pm", -4.474084779091829),
("weekyear", -5.321382639479033),
-5.730099782973574),
("Februaryin|during the <part-of-day>", -5.730099782973574),
("hh:mmon <date>", -3.71519676243131),
("Saturdayyear (latent)", -5.730099782973574),
("from|since|after <time>on <date>", -4.81380905109942),
("absorption of , after named daySeptember", -4.81380905109942),
("Naraka Chaturdashiyear (latent)", -5.730099782973574),
("on <date>September", -5.32463467486541),
("at <time-of-day>on <date>", -5.32463467486541),
("dayweek", -5.730099782973574),
("Easter Sundayyear (latent)", -5.32463467486541),
("Thursday<time-of-day> am|pm", -4.477336814478207),
("weekyear", -5.32463467486541),
("<named-month> <day-of-month> (non ordinal)until <time>",
-5.726847747587197),
-5.730099782973574),
("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-5.321382639479033),
-5.32463467486541),
("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-5.033700567027251),
("Sundayfrom|since|after <time>", -5.726847747587197),
("absorption of , after named dayFebruary", -4.810557015713042),
-5.0369526024136295),
("Sundayfrom|since|after <time>", -5.730099782973574),
("absorption of , after named dayFebruary", -4.81380905109942),
("July<integer> to|till|before <hour-of-day>",
-5.726847747587197),
("tomorrowat <time-of-day>", -5.726847747587197),
-5.730099782973574),
("tomorrowat <time-of-day>", -5.730099782973574),
("<integer> to|till|before <hour-of-day>July",
-5.726847747587197),
("last <cycle> of <time>year (latent)", -5.321382639479033),
("tomorrow<time-of-day> am|pm", -5.726847747587197),
-5.730099782973574),
("last <cycle> of <time>year (latent)", -5.32463467486541),
("tomorrow<time-of-day> am|pm", -5.730099782973574),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-5.033700567027251),
("Diwaliyear (latent)", -5.321382639479033),
-5.0369526024136295),
("Diwaliyear (latent)", -5.32463467486541),
("<time-of-day> - <time-of-day> (interval)July",
-5.726847747587197),
("Fridayyear (latent)", -5.321382639479033),
("minuteyear", -4.474084779091829)],
-5.730099782973574),
("Fridayyear (latent)", -5.32463467486541),
("minuteyear", -4.477336814478207)],
n = 194}}),
("one eleven",
Classifier{okData =
@ -1405,15 +1406,14 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -0.13124218903038826,
unseen = -5.1298987149230735,
ClassData{prior = -0.1283094486433709, unseen = -5.153291594497779,
likelihoods =
HashMap.fromList
[("integer (numeric)", -3.636764417087483e-2),
("intersect 2 numbers", -3.7376696182833684)],
n = 164},
[("integer (numeric)", -3.550668845690976e-2),
("intersect 2 numbers", -3.7612001156935624)],
n = 168},
koData =
ClassData{prior = -2.0956144009254367, unseen = -3.332204510175204,
ClassData{prior = -2.11677921211748, unseen = -3.332204510175204,
likelihoods =
HashMap.fromList
[("integer (numeric)", -1.2163953243244932),
@ -3231,6 +3231,13 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Vaisakhi",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("right now",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,

View File

@ -75,11 +75,10 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.6316148888713004,
unseen = -5.7430031878094825,
likelihoods = HashMap.fromList [("", 0.0)], n = 310},
ClassData{prior = -0.6256318339198431, unseen = -5.755742213586912,
likelihoods = HashMap.fromList [("", 0.0)], n = 314},
koData =
ClassData{prior = -0.7587153911655327, unseen = -5.616771097666572,
ClassData{prior = -0.7655530246431368, unseen = -5.616771097666572,
likelihoods = HashMap.fromList [("", 0.0)], n = 273}}),
("<year> (bc|ad)",
Classifier{okData =
@ -532,17 +531,18 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("in|during <named-month>|year",
Classifier{okData =
ClassData{prior = -0.2578291093020998, unseen = -3.713572066704308,
ClassData{prior = -0.24512245803298496,
unseen = -3.7612001156935624,
likelihoods =
HashMap.fromList
[("<year> (bc|ad)", -1.8971199848858813),
("October", -2.995732273553991),
("year (latent)", -1.3862943611198906),
("year", -0.9808292530117262), ("March", -2.5902671654458267),
("month", -2.3025850929940455)],
n = 17},
[("<year> (bc|ad)", -1.9459101490553135),
("October", -3.044522437723423),
("year (latent)", -1.3397743454849977),
("year", -0.9650808960435872), ("March", -2.639057329615259),
("month", -2.3513752571634776)],
n = 18},
koData =
ClassData{prior = -1.4816045409242156, unseen = -2.833213344056216,
ClassData{prior = -1.5260563034950494, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("October", -1.6739764335716716),
@ -820,343 +820,348 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.4767058029636107, unseen = -6.740519359606223,
ClassData{prior = -0.47195484937699733,
unseen = -6.752270376141742,
likelihoods =
HashMap.fromList
[("Navaratriyear (latent)", -6.046189446797229),
("Ramadanyear (latent)", -6.046189446797229),
[("Navaratriyear (latent)", -6.0579542883768145),
("Ramadanyear (latent)", -6.0579542883768145),
("<datetime> - <datetime> (interval)on <date>",
-4.7934264783018605),
("Bhai Doojyear (latent)", -6.046189446797229),
-4.805191319881446),
("Bhai Doojyear (latent)", -6.0579542883768145),
("<time-of-day> - <time-of-day> (interval)on <date>",
-4.7934264783018605),
("hourday", -4.341441354558803), ("dayhour", -3.18398856586776),
("Martin Luther King's Dayyear (latent)", -5.640724338689064),
("Shemini Atzeretyear (latent)", -6.046189446797229),
("daymonth", -5.1298987149230735),
("monthday", -5.640724338689064),
("monthyear", -4.254429977569173),
("Yom Ha'atzmautyear (latent)", -6.046189446797229),
("Vijayadashamiyear (latent)", -6.046189446797229),
("Thanksgiving Dayyear (latent)", -4.947577158129119),
("Thai Pongalyear (latent)", -5.353042266237283),
("Thiru Onamyear (latent)", -5.353042266237283),
("Tuesdaythe <day-of-month> (ordinal)", -6.046189446797229),
-4.805191319881446),
("hourday", -4.353206196138389),
("dayhour", -3.1957534074473464),
("Martin Luther King's Dayyear (latent)", -5.652489180268651),
("Shemini Atzeretyear (latent)", -6.0579542883768145),
("daymonth", -5.14166355650266),
("monthday", -5.652489180268651),
("monthyear", -4.26619481914876),
("Yom Ha'atzmautyear (latent)", -6.0579542883768145),
("Vijayadashamiyear (latent)", -6.0579542883768145),
("Thanksgiving Dayyear (latent)", -4.959341999708705),
("Thai Pongalyear (latent)", -5.36480710781687),
("Thiru Onamyear (latent)", -5.36480710781687),
("Tuesdaythe <day-of-month> (ordinal)", -6.0579542883768145),
("from <datetime> - <datetime> (interval)July",
-6.046189446797229),
("houryear", -5.353042266237283),
-6.0579542883768145),
("houryear", -5.36480710781687),
("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-6.046189446797229),
("Christmas<time-of-day> am|pm", -6.046189446797229),
-6.0579542883768145),
("Christmas<time-of-day> am|pm", -6.0579542883768145),
("last <day-of-week> of <time>year (latent)",
-6.046189446797229),
-6.0579542883768145),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.353042266237283),
("<time-of-day> am|pmintersect", -4.7934264783018605),
("Earth Houryear (latent)", -6.046189446797229),
("Octoberyear (latent)", -4.542112050020955),
("intersect<time-of-day> am|pm", -6.046189446797229),
("Mattu Pongalyear (latent)", -6.046189446797229),
("Shavuotyear (latent)", -6.046189446797229),
-5.36480710781687),
("<time-of-day> am|pmintersect", -4.805191319881446),
("Earth Houryear (latent)", -6.0579542883768145),
("Octoberyear (latent)", -4.553876891600541),
("intersect<time-of-day> am|pm", -6.0579542883768145),
("Mattu Pongalyear (latent)", -6.0579542883768145),
("Shavuotyear (latent)", -6.0579542883768145),
("at <time-of-day>in|within|after <duration>",
-6.046189446797229),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.046189446797229),
-6.0579542883768145),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.0579542883768145),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.640724338689064),
("Marchyear (latent)", -6.046189446797229),
("Sukkotyear (latent)", -5.640724338689064),
-5.652489180268651),
("Marchyear (latent)", -6.0579542883768145),
("Sukkotyear (latent)", -5.652489180268651),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-6.046189446797229),
("Clean Mondayyear (latent)", -5.640724338689064),
("monthhour", -5.640724338689064),
("todayat <time-of-day>", -6.046189446797229),
("Thursday<time> timezone", -4.100279297741915),
("from|since|after <time>December", -6.046189446797229),
-6.0579542883768145),
("Clean Mondayyear (latent)", -5.652489180268651),
("monthhour", -5.652489180268651),
("todayat <time-of-day>", -6.0579542883768145),
("Thursday<time> timezone", -4.112044139321502),
("from|since|after <time>December", -6.0579542883768145),
("this <time>hh(:mm) - <time-of-day> am|pm",
-6.046189446797229),
("yyyy-mm-ddhh:mm:ss", -5.640724338689064),
("dayday", -4.0312864262549635),
("<time> <part-of-day>at <time-of-day>", -6.046189446797229),
("mm/ddat <time-of-day>", -6.046189446797229),
("tonightat <time-of-day>", -6.046189446797229),
-6.0579542883768145),
("yyyy-mm-ddhh:mm:ss", -5.652489180268651),
("dayday", -4.04305126783455),
("<time> <part-of-day>at <time-of-day>", -6.0579542883768145),
("mm/ddat <time-of-day>", -6.0579542883768145),
("tonightat <time-of-day>", -6.0579542883768145),
("<time-of-day> am|pmabsorption of , after named day",
-5.353042266237283),
("today<time-of-day> am|pm", -6.046189446797229),
("Februarythe <day-of-month> (ordinal)", -5.640724338689064),
("at <time-of-day><time> <part-of-day>", -6.046189446797229),
("mm/dd<time-of-day> am|pm", -6.046189446797229),
("hourhour", -4.7934264783018605),
("<time-of-day> am|pmon <date>", -4.0312864262549635),
("Navaratriin|during <named-month>|year", -6.046189446797229),
("Wednesdaythis|last|next <cycle>", -6.046189446797229),
("Lentyear (latent)", -6.046189446797229),
-5.36480710781687),
("today<time-of-day> am|pm", -6.0579542883768145),
("Februarythe <day-of-month> (ordinal)", -5.652489180268651),
("at <time-of-day><time> <part-of-day>", -6.0579542883768145),
("mm/dd<time-of-day> am|pm", -6.0579542883768145),
("hourhour", -4.805191319881446),
("<time-of-day> am|pmon <date>", -4.04305126783455),
("Navaratriin|during <named-month>|year", -6.0579542883768145),
("Wednesdaythis|last|next <cycle>", -6.0579542883768145),
("Lentyear (latent)", -6.0579542883768145),
("intersect<named-month> <day-of-month> (non ordinal)",
-4.542112050020955),
("Boghiyear (latent)", -6.046189446797229),
("dayyear", -2.011948808644833),
("Thursdayfrom|since|after <time>", -5.640724338689064),
-4.553876891600541),
("Boghiyear (latent)", -6.0579542883768145),
("dayyear", -1.988927534139004),
("Thursdayfrom|since|after <time>", -5.652489180268651),
("<time-of-day> o'clockin|during the <part-of-day>",
-6.046189446797229),
("Thursdayat <time-of-day>", -5.353042266237283),
("Islamic New Yearyear (latent)", -5.640724338689064),
("Laylat al-Qadryear (latent)", -5.1298987149230735),
("Shrove Tuesdayyear (latent)", -6.046189446797229),
-6.0579542883768145),
("Thursdayat <time-of-day>", -5.36480710781687),
("Islamic New Yearyear (latent)", -5.652489180268651),
("Laylat al-Qadryear (latent)", -5.14166355650266),
("Shrove Tuesdayyear (latent)", -6.0579542883768145),
("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-5.353042266237283),
("<time-of-day> am|pmtomorrow", -5.353042266237283),
("Yom Kippuryear (latent)", -6.046189446797229),
("<part-of-day> of <time>year (latent)", -6.046189446797229),
("minutehour", -5.1298987149230735),
("Kaanum Pongalyear (latent)", -5.640724338689064),
("Maha Saptamiyear (latent)", -6.046189446797229),
-5.36480710781687),
("<time-of-day> am|pmtomorrow", -5.36480710781687),
("Yom Kippuryear (latent)", -6.0579542883768145),
("<part-of-day> of <time>year (latent)", -6.0579542883768145),
("minutehour", -5.14166355650266),
("Kaanum Pongalyear (latent)", -5.652489180268651),
("Maha Saptamiyear (latent)", -6.0579542883768145),
("at <time-of-day>in|during the <part-of-day>",
-5.640724338689064),
-5.652489180268651),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-4.341441354558803),
("for <duration> from <time>December", -6.046189446797229),
("tomorrow<time-of-day> sharp|exactly", -6.046189446797229),
-4.353206196138389),
("for <duration> from <time>December", -6.0579542883768145),
("tomorrow<time-of-day> sharp|exactly", -6.0579542883768145),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.1298987149230735),
-5.14166355650266),
("on <date><named-month> <day-of-month> (non ordinal)",
-5.640724338689064),
("Pentecostyear (latent)", -6.046189446797229),
-5.652489180268651),
("Pentecostyear (latent)", -6.0579542883768145),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.1298987149230735),
("Eid al-Fitryear (latent)", -6.046189446797229),
-5.14166355650266),
("Eid al-Fitryear (latent)", -6.0579542883768145),
("Vasant Panchamiin|during <named-month>|year",
-6.046189446797229),
("Mondayin|during the <part-of-day>", -6.046189446797229),
("Chhathin|during <named-month>|year", -6.046189446797229),
("Diwaliin|during <named-month>|year", -6.046189446797229),
("Raksha Bandhanyear (latent)", -6.046189446797229),
("daysecond", -5.640724338689064),
-6.0579542883768145),
("Mondayin|during the <part-of-day>", -6.0579542883768145),
("Chhathin|during <named-month>|year", -6.0579542883768145),
("Diwaliin|during <named-month>|year", -6.0579542883768145),
("Vaisakhiin|during <named-month>|year", -6.0579542883768145),
("Raksha Bandhanyear (latent)", -6.0579542883768145),
("daysecond", -5.652489180268651),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-5.640724338689064),
("Ashurayear (latent)", -6.046189446797229),
("Tuesdayin|during <named-month>|year", -6.046189446797229),
("Chinese New Yearyear (latent)", -6.046189446797229),
("Lag BaOmeryear (latent)", -6.046189446797229),
-5.652489180268651),
("Ashurayear (latent)", -6.0579542883768145),
("Tuesdayin|during <named-month>|year", -6.0579542883768145),
("Chinese New Yearyear (latent)", -6.0579542883768145),
("Lag BaOmeryear (latent)", -6.0579542883768145),
("last weekend of <named-month>year (latent)",
-6.046189446797229),
("Eid al-Adhayear (latent)", -5.1298987149230735),
("intersectin|during the <part-of-day>", -6.046189446797229),
("Palm Sundayyear (latent)", -6.046189446797229),
("Christmasat <time-of-day>", -6.046189446797229),
("Passoveryear (latent)", -6.046189446797229),
("Lazarus Saturdayyear (latent)", -6.046189446797229),
-6.0579542883768145),
("Eid al-Adhayear (latent)", -5.14166355650266),
("intersectin|during the <part-of-day>", -6.0579542883768145),
("Palm Sundayyear (latent)", -6.0579542883768145),
("Christmasat <time-of-day>", -6.0579542883768145),
("Passoveryear (latent)", -6.0579542883768145),
("Lazarus Saturdayyear (latent)", -6.0579542883768145),
("<day-of-month> (ordinal or number) <named-month>year (latent)",
-5.640724338689064),
("Yom HaShoahyear (latent)", -5.640724338689064),
-5.652489180268651),
("Yom HaShoahyear (latent)", -5.652489180268651),
("Thursday<datetime> - <datetime> (interval)",
-5.640724338689064),
-5.652489180268651),
("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
-6.046189446797229),
("Septemberyear (latent)", -5.640724338689064),
-6.0579542883768145),
("Septemberyear (latent)", -5.652489180268651),
("Thursday<time-of-day> - <time-of-day> (interval)",
-4.7934264783018605),
("Halloweenyear (latent)", -6.046189446797229),
-4.805191319881446),
("Halloweenyear (latent)", -6.0579542883768145),
("<ordinal> last <cycle> of <time>year (latent)",
-5.640724338689064),
-5.652489180268651),
("from <time-of-day> - <time-of-day> (interval)on <date>",
-5.353042266237283),
-5.36480710781687),
("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
-6.046189446797229),
("at <time-of-day>intersect", -5.640724338689064),
("Rosh Hashanahyear (latent)", -5.353042266237283),
("Dhanterasyear (latent)", -6.046189446797229),
("Tu BiShvatyear (latent)", -6.046189446797229),
("Holiyear (latent)", -5.353042266237283),
-6.0579542883768145),
("at <time-of-day>intersect", -5.652489180268651),
("Rosh Hashanahyear (latent)", -5.36480710781687),
("Dhanterasyear (latent)", -6.0579542883768145),
("Tu BiShvatyear (latent)", -6.0579542883768145),
("Holiyear (latent)", -5.36480710781687),
("<time-of-day> - <time-of-day> (interval)tomorrow",
-6.046189446797229),
("Holika Dahanyear (latent)", -5.353042266237283),
-6.0579542883768145),
("Holika Dahanyear (latent)", -5.36480710781687),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-6.046189446797229),
("dayminute", -3.3053494228720277),
("Mawlidyear (latent)", -6.046189446797229),
-6.0579542883768145),
("dayminute", -3.317114264451614),
("Mawlidyear (latent)", -6.0579542883768145),
("from <datetime> - <datetime> (interval)on <date>",
-5.640724338689064),
-5.652489180268651),
("<datetime> - <datetime> (interval)tomorrow",
-6.046189446797229),
("Jumu'atul-Widayear (latent)", -5.1298987149230735),
("minuteday", -2.408603287070843),
-6.0579542883768145),
("Jumu'atul-Widayear (latent)", -5.14166355650266),
("minuteday", -2.4203681286504293),
("absorption of , after named dayintersect",
-6.046189446797229),
("Orthodox Easter Sundayyear (latent)", -6.046189446797229),
-6.0579542883768145),
("Orthodox Easter Sundayyear (latent)", -6.0579542883768145),
("<ordinal> <cycle> of <time>year (latent)",
-6.046189446797229),
-6.0579542883768145),
("the <day-of-month> (ordinal)in|during the <part-of-day>",
-6.046189446797229),
("Boss's Dayyear (latent)", -5.640724338689064),
("Global Youth Service Dayyear (latent)", -6.046189446797229),
("Dhanterasin|during <named-month>|year", -6.046189446797229),
("Tisha B'Avyear (latent)", -6.046189446797229),
("Isra and Mi'rajyear (latent)", -5.1298987149230735),
-6.0579542883768145),
("Boss's Dayyear (latent)", -5.652489180268651),
("Global Youth Service Dayyear (latent)", -6.0579542883768145),
("Dhanterasin|during <named-month>|year", -6.0579542883768145),
("Tisha B'Avyear (latent)", -6.0579542883768145),
("Isra and Mi'rajyear (latent)", -5.14166355650266),
("at <time-of-day>absorption of , after named day",
-6.046189446797229),
("Christmasyear (latent)", -5.640724338689064),
("Naraka Chaturdashiyear (latent)", -5.640724338689064),
("at <time-of-day>on <date>", -4.947577158129119),
("Thai Pongalin|during <named-month>|year", -6.046189446797229),
-6.0579542883768145),
("Christmasyear (latent)", -5.652489180268651),
("Naraka Chaturdashiyear (latent)", -5.652489180268651),
("at <time-of-day>on <date>", -4.959341999708705),
("Thai Pongalin|during <named-month>|year",
-6.0579542883768145),
("between <time-of-day> and <time-of-day> (interval)on <date>",
-4.436751534363128),
("dayweek", -6.046189446797229),
("Easter Sundayyear (latent)", -5.353042266237283),
("weekyear", -4.947577158129119),
("hh:mmin|during the <part-of-day>", -5.353042266237283),
-4.448516375942715),
("dayweek", -6.0579542883768145),
("Easter Sundayyear (latent)", -5.36480710781687),
("weekyear", -4.959341999708705),
("hh:mmin|during the <part-of-day>", -5.36480710781687),
("<cycle> after|before <time><time-of-day> am|pm",
-5.640724338689064),
("Hanukkahyear (latent)", -5.353042266237283),
("February<time> <part-of-day>", -6.046189446797229),
("Great Lentyear (latent)", -6.046189446797229),
("tomorrowat <time-of-day>", -5.353042266237283),
("between <time> and <time>on <date>", -4.436751534363128),
-5.652489180268651),
("Hanukkahyear (latent)", -5.36480710781687),
("February<time> <part-of-day>", -6.0579542883768145),
("Great Lentyear (latent)", -6.0579542883768145),
("tomorrowat <time-of-day>", -5.36480710781687),
("between <time> and <time>on <date>", -4.448516375942715),
("Vaisakhiyear (latent)", -5.36480710781687),
("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-6.046189446797229),
("last <cycle> of <time>year (latent)", -5.353042266237283),
("at <time-of-day>tomorrow", -5.640724338689064),
("tomorrow<time-of-day> am|pm", -6.046189446797229),
-6.0579542883768145),
("last <cycle> of <time>year (latent)", -5.36480710781687),
("at <time-of-day>tomorrow", -5.652489180268651),
("tomorrow<time-of-day> am|pm", -6.0579542883768145),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-6.046189446797229),
("Diwaliyear (latent)", -6.046189446797229),
("Black Fridayyear (latent)", -5.640724338689064),
-6.0579542883768145),
("Diwaliyear (latent)", -6.0579542883768145),
("Black Fridayyear (latent)", -5.652489180268651),
("the <ordinal> last <cycle> of <time>year (latent)",
-6.046189446797229),
-6.0579542883768145),
("in|during the <part-of-day>at <time-of-day>",
-6.046189446797229),
("Chhathyear (latent)", -5.640724338689064),
("Vasant Panchamiyear (latent)", -6.046189446797229),
("Thursday<time> (timezone)", -6.046189446797229),
-6.0579542883768145),
("Chhathyear (latent)", -5.652489180268651),
("Vasant Panchamiyear (latent)", -6.0579542883768145),
("Thursday<time> (timezone)", -6.0579542883768145),
("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-6.046189446797229),
("Februaryintersect", -6.046189446797229),
("Simchat Torahyear (latent)", -6.046189446797229),
("minuteyear", -6.046189446797229)],
n = 316},
-6.0579542883768145),
("Februaryintersect", -6.0579542883768145),
("Simchat Torahyear (latent)", -6.0579542883768145),
("minuteyear", -6.0579542883768145)],
n = 320},
koData =
ClassData{prior = -0.9697578276456372, unseen = -6.396929655216146,
ClassData{prior = -0.977585656265884, unseen = -6.400257445308821,
likelihoods =
HashMap.fromList
[("<time-of-day> - <time-of-day> (interval)on <date>",
-4.785823685681349),
("hourday", -4.785823685681349),
("dayhour", -3.027965768128975),
("Tuesdayfrom|since|after <time>", -5.702114417555504),
("daymonth", -3.687211397013239),
("monthyear", -4.315820056435613),
("<time-of-day> am|pmyear (latent)", -5.296649309447339),
("Thai Pongalyear (latent)", -5.0089672369955585),
("intersecthh:mm", -5.702114417555504),
-4.789157022101107),
("hourday", -4.789157022101107),
("dayhour", -3.0312991045487334),
("Tuesdayfrom|since|after <time>", -5.705447753975262),
("daymonth", -3.6905447334329975),
("monthyear", -4.319153392855371),
("<time-of-day> am|pmyear (latent)", -5.2999826458670976),
("Thai Pongalyear (latent)", -5.012300573415317),
("intersecthh:mm", -5.705447753975262),
("from <datetime> - <datetime> (interval)July",
-5.702114417555504),
("houryear", -4.785823685681349),
-5.705447753975262),
("houryear", -4.789157022101107),
("from <time-of-day> - <time-of-day> (interval)July",
-5.702114417555504),
-5.705447753975262),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.0089672369955585),
("<time-of-day> am|pmintersect", -4.449351449060136),
("until <time>on <date>", -5.0089672369955585),
("Octoberyear (latent)", -5.296649309447339),
-5.012300573415317),
("<time-of-day> am|pmintersect", -4.452684785479894),
("until <time>on <date>", -5.012300573415317),
("Octoberyear (latent)", -5.2999826458670976),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.0089672369955585),
-5.012300573415317),
("about|exactly <time-of-day>year (latent)",
-5.702114417555504),
("absorption of , after named dayJuly", -5.296649309447339),
("from|since|after <time>July", -5.702114417555504),
-5.705447753975262),
("absorption of , after named dayJuly", -5.2999826458670976),
("from|since|after <time>July", -5.705447753975262),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-4.785823685681349),
("Clean Mondayyear (latent)", -5.702114417555504),
("monthhour", -5.702114417555504),
("hourmonth", -4.785823685681349),
("todayat <time-of-day>", -5.702114417555504),
("from|since|after <time>December", -5.702114417555504),
-4.789157022101107),
("Clean Mondayyear (latent)", -5.705447753975262),
("monthhour", -5.705447753975262),
("hourmonth", -4.789157022101107),
("todayat <time-of-day>", -5.705447753975262),
("from|since|after <time>December", -5.705447753975262),
("from|since|after <time><time-of-day> am|pm",
-5.702114417555504),
("Mondayyear (latent)", -5.0089672369955585),
("dayday", -5.296649309447339),
("mm/ddat <time-of-day>", -5.296649309447339),
("<time-of-day> am|pmon <date>", -4.449351449060136),
("dayyear", -2.8117426596593393),
("Thursdaymm/dd", -5.702114417555504),
("New Year's Dayyear (latent)", -5.296649309447339),
("Thursdayfrom|since|after <time>", -3.997366325317079),
("Thursdayat <time-of-day>", -4.092676505121403),
-5.705447753975262),
("Mondayyear (latent)", -5.012300573415317),
("dayday", -5.2999826458670976),
("mm/ddat <time-of-day>", -5.2999826458670976),
("<time-of-day> am|pmon <date>", -4.452684785479894),
("dayyear", -2.8150759960790976),
("Thursdaymm/dd", -5.705447753975262),
("New Year's Dayyear (latent)", -5.2999826458670976),
("Thursdayfrom|since|after <time>", -4.000699661736837),
("Thursdayat <time-of-day>", -4.096009841541162),
("<integer> to|till|before <hour-of-day>September",
-5.702114417555504),
("Aprilyear (latent)", -5.702114417555504),
("monthminute", -5.702114417555504),
("<time-of-day> am|pmtomorrow", -5.702114417555504),
("Thursdayhh:mm", -4.785823685681349),
("minutemonth", -3.910354948327449),
("Augustyear (latent)", -5.296649309447339),
-5.705447753975262),
("Aprilyear (latent)", -5.705447753975262),
("monthminute", -5.705447753975262),
("<time-of-day> am|pmtomorrow", -5.705447753975262),
("Thursdayhh:mm", -4.789157022101107),
("minutemonth", -3.913688284747207),
("Augustyear (latent)", -5.2999826458670976),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.296649309447339),
-5.2999826458670976),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.296649309447339),
("week-endin|during <named-month>|year", -5.702114417555504),
-5.2999826458670976),
("week-endin|during <named-month>|year", -5.705447753975262),
("mm/dd<time-of-day> - <time-of-day> (interval)",
-5.296649309447339),
-5.2999826458670976),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-5.702114417555504),
("Sundayyear (latent)", -4.785823685681349),
("Christmasat <time-of-day>", -5.702114417555504),
("from|since|after <time>year (latent)", -4.603502128887395),
-5.705447753975262),
("Sundayyear (latent)", -4.789157022101107),
("Christmasat <time-of-day>", -5.705447753975262),
("from|since|after <time>year (latent)", -4.606835465307152),
("<duration> after|before|from <time>December",
-5.702114417555504),
("yesterday<time-of-day> am|pm", -5.702114417555504),
-5.705447753975262),
("yesterday<time-of-day> am|pm", -5.705447753975262),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-5.702114417555504),
("mm/ddyear (latent)", -5.702114417555504),
-5.705447753975262),
("mm/ddyear (latent)", -5.705447753975262),
("Thursday<time-of-day> - <time-of-day> (interval)",
-5.0089672369955585),
-5.012300573415317),
("in|during <named-month>|yearyear (latent)",
-5.702114417555504),
("at <time-of-day>intersect", -5.296649309447339),
("hh:mmyear (latent)", -4.603502128887395),
("Holiyear (latent)", -5.702114417555504),
("until <time><time-of-day> am|pm", -5.702114417555504),
-5.705447753975262),
("at <time-of-day>intersect", -5.2999826458670976),
("hh:mmyear (latent)", -4.606835465307152),
("Holiyear (latent)", -5.705447753975262),
("until <time><time-of-day> am|pm", -5.705447753975262),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.702114417555504),
("dayminute", -2.9295256953157227),
("yyyy-mm-ddhh:mm", -5.296649309447339),
("intersectSeptember", -4.19803702077923),
("minuteday", -2.634061482421887),
-5.705447753975262),
("dayminute", -2.932859031735481),
("yyyy-mm-ddhh:mm", -5.2999826458670976),
("intersectSeptember", -4.201370357198988),
("minuteday", -2.637394818841645),
("absorption of , after named dayintersect",
-5.702114417555504),
("Februaryin|during the <part-of-day>", -5.702114417555504),
("hh:mmon <date>", -3.687211397013239),
("Saturdayyear (latent)", -5.702114417555504),
("from|since|after <time>on <date>", -4.785823685681349),
-5.705447753975262),
("Februaryin|during the <part-of-day>", -5.705447753975262),
("hh:mmon <date>", -3.6905447334329975),
("Saturdayyear (latent)", -5.705447753975262),
("from|since|after <time>on <date>", -4.789157022101107),
("absorption of , after named daySeptember",
-4.785823685681349),
("Naraka Chaturdashiyear (latent)", -5.702114417555504),
("on <date>September", -5.296649309447339),
("at <time-of-day>on <date>", -5.296649309447339),
("dayweek", -5.702114417555504),
("Easter Sundayyear (latent)", -5.296649309447339),
("Thursday<time-of-day> am|pm", -4.449351449060136),
("weekyear", -5.296649309447339),
-4.789157022101107),
("Naraka Chaturdashiyear (latent)", -5.705447753975262),
("on <date>September", -5.2999826458670976),
("at <time-of-day>on <date>", -5.2999826458670976),
("dayweek", -5.705447753975262),
("Easter Sundayyear (latent)", -5.2999826458670976),
("Thursday<time-of-day> am|pm", -4.452684785479894),
("weekyear", -5.2999826458670976),
("<named-month> <day-of-month> (non ordinal)until <time>",
-5.702114417555504),
-5.705447753975262),
("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-5.296649309447339),
-5.2999826458670976),
("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-5.0089672369955585),
("Sundayfrom|since|after <time>", -5.702114417555504),
("absorption of , after named dayFebruary", -4.785823685681349),
-5.012300573415317),
("Sundayfrom|since|after <time>", -5.705447753975262),
("absorption of , after named dayFebruary", -4.789157022101107),
("July<integer> to|till|before <hour-of-day>",
-5.702114417555504),
("tomorrowat <time-of-day>", -5.702114417555504),
-5.705447753975262),
("tomorrowat <time-of-day>", -5.705447753975262),
("<integer> to|till|before <hour-of-day>July",
-5.702114417555504),
("last <cycle> of <time>year (latent)", -5.296649309447339),
("tomorrow<time-of-day> am|pm", -5.702114417555504),
-5.705447753975262),
("last <cycle> of <time>year (latent)", -5.2999826458670976),
("tomorrow<time-of-day> am|pm", -5.705447753975262),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-5.0089672369955585),
("Diwaliyear (latent)", -5.296649309447339),
-5.012300573415317),
("Diwaliyear (latent)", -5.2999826458670976),
("<time-of-day> - <time-of-day> (interval)July",
-5.702114417555504),
("Fridayyear (latent)", -5.296649309447339),
("minuteyear", -4.449351449060136)],
-5.705447753975262),
("Fridayyear (latent)", -5.2999826458670976),
("minuteyear", -4.452684785479894)],
n = 193}}),
("one eleven",
Classifier{okData =
@ -1370,14 +1375,15 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -0.152107778197458, unseen = -4.976733742420574,
ClassData{prior = -0.14818051284075445,
unseen = -5.003946305945459,
likelihoods =
HashMap.fromList
[("integer (numeric)", -4.255961441879589e-2),
("intersect 2 numbers", -3.58351893845611)],
n = 140},
[("integer (numeric)", -4.1385216162854364e-2),
("intersect 2 numbers", -3.6109179126442243)],
n = 144},
koData =
ClassData{prior = -1.9582559848776127, unseen = -3.332204510175204,
ClassData{prior = -1.9824995964876053, unseen = -3.332204510175204,
likelihoods =
HashMap.fromList
[("integer (numeric)", -1.2163953243244932),
@ -3074,6 +3080,13 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Vaisakhi",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("right now",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,

View File

@ -75,10 +75,10 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.6000158334285309, unseen = -5.703782474656201,
likelihoods = HashMap.fromList [("", 0.0)], n = 298},
ClassData{prior = -0.5940217850471116, unseen = -5.717027701406222,
likelihoods = HashMap.fromList [("", 0.0)], n = 302},
koData =
ClassData{prior = -0.7958511093892084,
ClassData{prior = -0.8031905918772542,
unseen = -5.5093883366279774,
likelihoods = HashMap.fromList [("", 0.0)], n = 245}}),
("<year> (bc|ad)",
@ -529,17 +529,18 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("in|during <named-month>|year",
Classifier{okData =
ClassData{prior = -0.2578291093020998, unseen = -3.713572066704308,
ClassData{prior = -0.24512245803298496,
unseen = -3.7612001156935624,
likelihoods =
HashMap.fromList
[("<year> (bc|ad)", -1.8971199848858813),
("October", -2.995732273553991),
("year (latent)", -1.3862943611198906),
("year", -0.9808292530117262), ("March", -2.5902671654458267),
("month", -2.3025850929940455)],
n = 17},
[("<year> (bc|ad)", -1.9459101490553135),
("October", -3.044522437723423),
("year (latent)", -1.3397743454849977),
("year", -0.9650808960435872), ("March", -2.639057329615259),
("month", -2.3513752571634776)],
n = 18},
koData =
ClassData{prior = -1.4816045409242156, unseen = -2.833213344056216,
ClassData{prior = -1.5260563034950494, unseen = -2.833213344056216,
likelihoods =
HashMap.fromList
[("October", -1.6739764335716716),
@ -813,337 +814,341 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.4744579795951158, unseen = -6.715383386334681,
ClassData{prior = -0.46960290794203635,
unseen = -6.727431724850855,
likelihoods =
HashMap.fromList
[("Navaratriyear (latent)", -6.021023349349527),
("Ramadanyear (latent)", -6.021023349349527),
[("Navaratriyear (latent)", -6.0330862217988015),
("Ramadanyear (latent)", -6.0330862217988015),
("<datetime> - <datetime> (interval)on <date>",
-4.768260380854159),
("Bhai Doojyear (latent)", -6.021023349349527),
-4.780323253303433),
("Bhai Doojyear (latent)", -6.0330862217988015),
("<time-of-day> - <time-of-day> (interval)on <date>",
-4.768260380854159),
("hourday", -4.316275257111101),
("dayhour", -3.158822468420058),
("Martin Luther King's Dayyear (latent)", -5.615558241241362),
("Shemini Atzeretyear (latent)", -6.021023349349527),
("daymonth", -5.1047326174753715),
("monthday", -5.615558241241362),
("monthyear", -4.229263880121471),
("Yom Ha'atzmautyear (latent)", -6.021023349349527),
("Vijayadashamiyear (latent)", -6.021023349349527),
("Thai Pongalyear (latent)", -5.327876168789581),
("Thiru Onamyear (latent)", -5.327876168789581),
("Tuesdaythe <day-of-month> (ordinal)", -6.021023349349527),
-4.780323253303433),
("hourday", -4.328338129560376),
("dayhour", -3.170885340869333),
("Martin Luther King's Dayyear (latent)", -5.627621113690637),
("Shemini Atzeretyear (latent)", -6.0330862217988015),
("daymonth", -5.116795489924646),
("monthday", -5.627621113690637),
("monthyear", -4.241326752570746),
("Yom Ha'atzmautyear (latent)", -6.0330862217988015),
("Vijayadashamiyear (latent)", -6.0330862217988015),
("Thai Pongalyear (latent)", -5.339939041238856),
("Thiru Onamyear (latent)", -5.339939041238856),
("Tuesdaythe <day-of-month> (ordinal)", -6.0330862217988015),
("from <datetime> - <datetime> (interval)July",
-6.021023349349527),
("houryear", -5.327876168789581),
-6.0330862217988015),
("houryear", -5.339939041238856),
("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-6.021023349349527),
("Christmas<time-of-day> am|pm", -6.021023349349527),
-6.0330862217988015),
("Christmas<time-of-day> am|pm", -6.0330862217988015),
("last <day-of-week> of <time>year (latent)",
-6.021023349349527),
-6.0330862217988015),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.327876168789581),
("<time-of-day> am|pmintersect", -4.768260380854159),
("Earth Houryear (latent)", -6.021023349349527),
("Octoberyear (latent)", -4.516945952573252),
("intersect<time-of-day> am|pm", -6.021023349349527),
("Mattu Pongalyear (latent)", -6.021023349349527),
("Shavuotyear (latent)", -6.021023349349527),
-5.339939041238856),
("<time-of-day> am|pmintersect", -4.780323253303433),
("Earth Houryear (latent)", -6.0330862217988015),
("Octoberyear (latent)", -4.529008825022527),
("intersect<time-of-day> am|pm", -6.0330862217988015),
("Mattu Pongalyear (latent)", -6.0330862217988015),
("Shavuotyear (latent)", -6.0330862217988015),
("at <time-of-day>in|within|after <duration>",
-6.021023349349527),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.021023349349527),
-6.0330862217988015),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.0330862217988015),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.615558241241362),
("Marchyear (latent)", -6.021023349349527),
("Sukkotyear (latent)", -5.615558241241362),
-5.627621113690637),
("Marchyear (latent)", -6.0330862217988015),
("Sukkotyear (latent)", -5.627621113690637),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-6.021023349349527),
("Clean Mondayyear (latent)", -5.615558241241362),
("monthhour", -5.615558241241362),
("todayat <time-of-day>", -6.021023349349527),
("Thursday<time> timezone", -4.075113200294213),
("from|since|after <time>December", -6.021023349349527),
-6.0330862217988015),
("Clean Mondayyear (latent)", -5.627621113690637),
("monthhour", -5.627621113690637),
("todayat <time-of-day>", -6.0330862217988015),
("Thursday<time> timezone", -4.087176072743488),
("from|since|after <time>December", -6.0330862217988015),
("this <time>hh(:mm) - <time-of-day> am|pm",
-6.021023349349527),
("yyyy-mm-ddhh:mm:ss", -5.615558241241362),
("dayday", -4.0061203288072615),
("<time> <part-of-day>at <time-of-day>", -6.021023349349527),
("tonightat <time-of-day>", -6.021023349349527),
-6.0330862217988015),
("yyyy-mm-ddhh:mm:ss", -5.627621113690637),
("dayday", -4.018183201256536),
("<time> <part-of-day>at <time-of-day>", -6.0330862217988015),
("tonightat <time-of-day>", -6.0330862217988015),
("<time-of-day> am|pmabsorption of , after named day",
-5.327876168789581),
("today<time-of-day> am|pm", -6.021023349349527),
("Februarythe <day-of-month> (ordinal)", -5.615558241241362),
("at <time-of-day><time> <part-of-day>", -6.021023349349527),
("hourhour", -4.768260380854159),
("<time-of-day> am|pmon <date>", -4.0061203288072615),
("Navaratriin|during <named-month>|year", -6.021023349349527),
("Wednesdaythis|last|next <cycle>", -6.021023349349527),
("Lentyear (latent)", -6.021023349349527),
-5.339939041238856),
("today<time-of-day> am|pm", -6.0330862217988015),
("Februarythe <day-of-month> (ordinal)", -5.627621113690637),
("at <time-of-day><time> <part-of-day>", -6.0330862217988015),
("hourhour", -4.780323253303433),
("<time-of-day> am|pmon <date>", -4.018183201256536),
("Navaratriin|during <named-month>|year", -6.0330862217988015),
("Wednesdaythis|last|next <cycle>", -6.0330862217988015),
("Lentyear (latent)", -6.0330862217988015),
("intersect<named-month> <day-of-month> (non ordinal)",
-4.516945952573252),
("Boghiyear (latent)", -6.021023349349527),
("dayyear", -2.0413416954475654),
("Thursdayfrom|since|after <time>", -5.615558241241362),
-4.529008825022527),
("Boghiyear (latent)", -6.0330862217988015),
("dayyear", -2.0167032010464125),
("Thursdayfrom|since|after <time>", -5.627621113690637),
("<time-of-day> o'clockin|during the <part-of-day>",
-6.021023349349527),
("Thursdayat <time-of-day>", -5.327876168789581),
("Islamic New Yearyear (latent)", -5.615558241241362),
("Laylat al-Qadryear (latent)", -5.1047326174753715),
("Shrove Tuesdayyear (latent)", -6.021023349349527),
-6.0330862217988015),
("Thursdayat <time-of-day>", -5.339939041238856),
("Islamic New Yearyear (latent)", -5.627621113690637),
("Laylat al-Qadryear (latent)", -5.116795489924646),
("Shrove Tuesdayyear (latent)", -6.0330862217988015),
("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-5.327876168789581),
("<time-of-day> am|pmtomorrow", -5.327876168789581),
("Yom Kippuryear (latent)", -6.021023349349527),
("<part-of-day> of <time>year (latent)", -6.021023349349527),
("minutehour", -5.1047326174753715),
("Kaanum Pongalyear (latent)", -5.615558241241362),
("Maha Saptamiyear (latent)", -6.021023349349527),
-5.339939041238856),
("<time-of-day> am|pmtomorrow", -5.339939041238856),
("Yom Kippuryear (latent)", -6.0330862217988015),
("<part-of-day> of <time>year (latent)", -6.0330862217988015),
("minutehour", -5.116795489924646),
("Kaanum Pongalyear (latent)", -5.627621113690637),
("Maha Saptamiyear (latent)", -6.0330862217988015),
("at <time-of-day>in|during the <part-of-day>",
-5.615558241241362),
-5.627621113690637),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-4.316275257111101),
("for <duration> from <time>December", -6.021023349349527),
("tomorrow<time-of-day> sharp|exactly", -6.021023349349527),
-4.328338129560376),
("for <duration> from <time>December", -6.0330862217988015),
("tomorrow<time-of-day> sharp|exactly", -6.0330862217988015),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.1047326174753715),
-5.116795489924646),
("on <date><named-month> <day-of-month> (non ordinal)",
-5.615558241241362),
("Pentecostyear (latent)", -6.021023349349527),
-5.627621113690637),
("Pentecostyear (latent)", -6.0330862217988015),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.1047326174753715),
("Eid al-Fitryear (latent)", -6.021023349349527),
-5.116795489924646),
("Eid al-Fitryear (latent)", -6.0330862217988015),
("Vasant Panchamiin|during <named-month>|year",
-6.021023349349527),
("Mondayin|during the <part-of-day>", -6.021023349349527),
("Chhathin|during <named-month>|year", -6.021023349349527),
("Diwaliin|during <named-month>|year", -6.021023349349527),
("Raksha Bandhanyear (latent)", -6.021023349349527),
("daysecond", -5.615558241241362),
-6.0330862217988015),
("Mondayin|during the <part-of-day>", -6.0330862217988015),
("Chhathin|during <named-month>|year", -6.0330862217988015),
("Diwaliin|during <named-month>|year", -6.0330862217988015),
("Vaisakhiin|during <named-month>|year", -6.0330862217988015),
("Raksha Bandhanyear (latent)", -6.0330862217988015),
("daysecond", -5.627621113690637),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-5.615558241241362),
("Ashurayear (latent)", -6.021023349349527),
("Tuesdayin|during <named-month>|year", -6.021023349349527),
("Chinese New Yearyear (latent)", -6.021023349349527),
("Lag BaOmeryear (latent)", -6.021023349349527),
-5.627621113690637),
("Ashurayear (latent)", -6.0330862217988015),
("Tuesdayin|during <named-month>|year", -6.0330862217988015),
("Chinese New Yearyear (latent)", -6.0330862217988015),
("Lag BaOmeryear (latent)", -6.0330862217988015),
("last weekend of <named-month>year (latent)",
-6.021023349349527),
("Eid al-Adhayear (latent)", -5.1047326174753715),
("intersectin|during the <part-of-day>", -6.021023349349527),
("Palm Sundayyear (latent)", -6.021023349349527),
("Christmasat <time-of-day>", -6.021023349349527),
("Passoveryear (latent)", -6.021023349349527),
("Lazarus Saturdayyear (latent)", -6.021023349349527),
-6.0330862217988015),
("Eid al-Adhayear (latent)", -5.116795489924646),
("intersectin|during the <part-of-day>", -6.0330862217988015),
("Palm Sundayyear (latent)", -6.0330862217988015),
("Christmasat <time-of-day>", -6.0330862217988015),
("Passoveryear (latent)", -6.0330862217988015),
("Lazarus Saturdayyear (latent)", -6.0330862217988015),
("<day-of-month> (ordinal or number) <named-month>year (latent)",
-6.021023349349527),
("Yom HaShoahyear (latent)", -5.615558241241362),
-6.0330862217988015),
("Yom HaShoahyear (latent)", -5.627621113690637),
("Thursday<datetime> - <datetime> (interval)",
-5.615558241241362),
-5.627621113690637),
("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
-6.021023349349527),
("Septemberyear (latent)", -5.615558241241362),
-6.0330862217988015),
("Septemberyear (latent)", -5.627621113690637),
("Thursday<time-of-day> - <time-of-day> (interval)",
-4.768260380854159),
("Halloweenyear (latent)", -6.021023349349527),
-4.780323253303433),
("Halloweenyear (latent)", -6.0330862217988015),
("<ordinal> last <cycle> of <time>year (latent)",
-5.615558241241362),
-5.627621113690637),
("from <time-of-day> - <time-of-day> (interval)on <date>",
-5.327876168789581),
-5.339939041238856),
("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
-6.021023349349527),
("at <time-of-day>intersect", -5.615558241241362),
("Rosh Hashanahyear (latent)", -5.327876168789581),
("Dhanterasyear (latent)", -6.021023349349527),
("Tu BiShvatyear (latent)", -6.021023349349527),
("Holiyear (latent)", -5.327876168789581),
-6.0330862217988015),
("at <time-of-day>intersect", -5.627621113690637),
("Rosh Hashanahyear (latent)", -5.339939041238856),
("Dhanterasyear (latent)", -6.0330862217988015),
("Tu BiShvatyear (latent)", -6.0330862217988015),
("Holiyear (latent)", -5.339939041238856),
("<time-of-day> - <time-of-day> (interval)tomorrow",
-6.021023349349527),
("Holika Dahanyear (latent)", -5.327876168789581),
-6.0330862217988015),
("Holika Dahanyear (latent)", -5.339939041238856),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-6.021023349349527),
("dayminute", -3.346874699922998),
("Mawlidyear (latent)", -6.021023349349527),
-6.0330862217988015),
("dayminute", -3.3589375723722728),
("Mawlidyear (latent)", -6.0330862217988015),
("from <datetime> - <datetime> (interval)on <date>",
-5.615558241241362),
-5.627621113690637),
("<datetime> - <datetime> (interval)tomorrow",
-6.021023349349527),
("Jumu'atul-Widayear (latent)", -5.1047326174753715),
("minuteday", -2.3834371896231406),
-6.0330862217988015),
("Jumu'atul-Widayear (latent)", -5.116795489924646),
("minuteday", -2.395500062072416),
("absorption of , after named dayintersect",
-6.021023349349527),
("Orthodox Easter Sundayyear (latent)", -6.021023349349527),
-6.0330862217988015),
("Orthodox Easter Sundayyear (latent)", -6.0330862217988015),
("<ordinal> <cycle> of <time>year (latent)",
-6.021023349349527),
-6.0330862217988015),
("the <day-of-month> (ordinal)in|during the <part-of-day>",
-6.021023349349527),
("Boss's Dayyear (latent)", -5.615558241241362),
("Global Youth Service Dayyear (latent)", -6.021023349349527),
("Dhanterasin|during <named-month>|year", -6.021023349349527),
("Tisha B'Avyear (latent)", -6.021023349349527),
("Isra and Mi'rajyear (latent)", -5.1047326174753715),
-6.0330862217988015),
("Boss's Dayyear (latent)", -5.627621113690637),
("Global Youth Service Dayyear (latent)", -6.0330862217988015),
("Dhanterasin|during <named-month>|year", -6.0330862217988015),
("Tisha B'Avyear (latent)", -6.0330862217988015),
("Isra and Mi'rajyear (latent)", -5.116795489924646),
("at <time-of-day>absorption of , after named day",
-6.021023349349527),
("Christmasyear (latent)", -5.615558241241362),
("Naraka Chaturdashiyear (latent)", -5.615558241241362),
("at <time-of-day>on <date>", -4.922411060681417),
("Thai Pongalin|during <named-month>|year", -6.021023349349527),
-6.0330862217988015),
("Christmasyear (latent)", -5.627621113690637),
("Naraka Chaturdashiyear (latent)", -5.627621113690637),
("at <time-of-day>on <date>", -4.9344739331306915),
("Thai Pongalin|during <named-month>|year",
-6.0330862217988015),
("between <time-of-day> and <time-of-day> (interval)on <date>",
-4.411585436915426),
("dayweek", -6.021023349349527),
("Easter Sundayyear (latent)", -5.327876168789581),
("weekyear", -4.922411060681417),
("hh:mmin|during the <part-of-day>", -5.327876168789581),
-4.423648309364701),
("dayweek", -6.0330862217988015),
("Easter Sundayyear (latent)", -5.339939041238856),
("weekyear", -4.9344739331306915),
("hh:mmin|during the <part-of-day>", -5.339939041238856),
("<cycle> after|before <time><time-of-day> am|pm",
-5.615558241241362),
("Hanukkahyear (latent)", -5.327876168789581),
("February<time> <part-of-day>", -6.021023349349527),
("Great Lentyear (latent)", -6.021023349349527),
("tomorrowat <time-of-day>", -5.327876168789581),
("between <time> and <time>on <date>", -4.411585436915426),
-5.627621113690637),
("Hanukkahyear (latent)", -5.339939041238856),
("February<time> <part-of-day>", -6.0330862217988015),
("Great Lentyear (latent)", -6.0330862217988015),
("tomorrowat <time-of-day>", -5.339939041238856),
("between <time> and <time>on <date>", -4.423648309364701),
("Vaisakhiyear (latent)", -5.339939041238856),
("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-6.021023349349527),
("last <cycle> of <time>year (latent)", -5.327876168789581),
("at <time-of-day>tomorrow", -5.615558241241362),
("tomorrow<time-of-day> am|pm", -6.021023349349527),
-6.0330862217988015),
("last <cycle> of <time>year (latent)", -5.339939041238856),
("at <time-of-day>tomorrow", -5.627621113690637),
("tomorrow<time-of-day> am|pm", -6.0330862217988015),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-6.021023349349527),
("Diwaliyear (latent)", -6.021023349349527),
("Black Fridayyear (latent)", -5.615558241241362),
-6.0330862217988015),
("Diwaliyear (latent)", -6.0330862217988015),
("Black Fridayyear (latent)", -5.627621113690637),
("the <ordinal> last <cycle> of <time>year (latent)",
-6.021023349349527),
-6.0330862217988015),
("in|during the <part-of-day>at <time-of-day>",
-6.021023349349527),
("Chhathyear (latent)", -5.615558241241362),
("Vasant Panchamiyear (latent)", -6.021023349349527),
("Thursday<time> (timezone)", -6.021023349349527),
-6.0330862217988015),
("Chhathyear (latent)", -5.627621113690637),
("Vasant Panchamiyear (latent)", -6.0330862217988015),
("Thursday<time> (timezone)", -6.0330862217988015),
("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-6.021023349349527),
("Februaryintersect", -6.021023349349527),
("Simchat Torahyear (latent)", -6.021023349349527),
("minuteyear", -6.021023349349527)],
n = 308},
-6.0330862217988015),
("Februaryintersect", -6.0330862217988015),
("Simchat Torahyear (latent)", -6.0330862217988015),
("minuteyear", -6.0330862217988015)],
n = 312},
koData =
ClassData{prior = -0.9734491457141037, unseen = -6.368187186350492,
ClassData{prior = -0.9814974788969321, unseen = -6.371611847231857,
likelihoods =
HashMap.fromList
[("<time-of-day> - <time-of-day> (interval)on <date>",
-4.757032535297338),
("hourday", -4.757032535297338),
("dayhour", -3.1083739097099556),
("Tuesdayfrom|since|after <time>", -5.673323267171493),
("daymonth", -3.6584202466292277),
("monthyear", -4.420560298676125),
("<time-of-day> am|pmyear (latent)", -5.267858159063328),
("Thai Pongalyear (latent)", -4.980176086611547),
("intersecthh:mm", -5.673323267171493),
-4.760463070394127),
("hourday", -4.760463070394127),
("dayhour", -3.111804444806745),
("Tuesdayfrom|since|after <time>", -5.676753802268282),
("daymonth", -3.661850781726017),
("monthyear", -4.423990833772914),
("<time-of-day> am|pmyear (latent)", -5.271288694160117),
("Thai Pongalyear (latent)", -4.983606621708336),
("intersecthh:mm", -5.676753802268282),
("from <datetime> - <datetime> (interval)July",
-5.673323267171493),
("houryear", -4.757032535297338),
-5.676753802268282),
("houryear", -4.760463070394127),
("from <time-of-day> - <time-of-day> (interval)July",
-5.673323267171493),
-5.676753802268282),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-4.980176086611547),
("<time-of-day> am|pmintersect", -4.420560298676125),
("until <time>on <date>", -4.980176086611547),
("Octoberyear (latent)", -5.673323267171493),
-4.983606621708336),
("<time-of-day> am|pmintersect", -4.423990833772914),
("until <time>on <date>", -4.983606621708336),
("Octoberyear (latent)", -5.676753802268282),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-4.980176086611547),
-4.983606621708336),
("about|exactly <time-of-day>year (latent)",
-5.673323267171493),
("absorption of , after named dayJuly", -5.267858159063328),
("from|since|after <time>July", -5.673323267171493),
-5.676753802268282),
("absorption of , after named dayJuly", -5.271288694160117),
("from|since|after <time>July", -5.676753802268282),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-4.757032535297338),
("Clean Mondayyear (latent)", -5.673323267171493),
("monthhour", -5.673323267171493),
("hourmonth", -4.757032535297338),
("todayat <time-of-day>", -5.673323267171493),
("from|since|after <time>December", -5.673323267171493),
-4.760463070394127),
("Clean Mondayyear (latent)", -5.676753802268282),
("monthhour", -5.676753802268282),
("hourmonth", -4.760463070394127),
("todayat <time-of-day>", -5.676753802268282),
("from|since|after <time>December", -5.676753802268282),
("from|since|after <time><time-of-day> am|pm",
-5.673323267171493),
("Mondayyear (latent)", -4.980176086611547),
("dayday", -5.267858159063328),
("<time-of-day> am|pmon <date>", -4.420560298676125),
("dayyear", -2.8111223862420243),
("Thursdaymm/dd", -5.673323267171493),
("New Year's Dayyear (latent)", -5.267858159063328),
("Thursdayfrom|since|after <time>", -3.9685751749330676),
("Thursdayat <time-of-day>", -4.063885354737392),
-5.676753802268282),
("Mondayyear (latent)", -4.983606621708336),
("dayday", -5.271288694160117),
("<time-of-day> am|pmon <date>", -4.423990833772914),
("dayyear", -2.8145529213388136),
("Thursdaymm/dd", -5.676753802268282),
("New Year's Dayyear (latent)", -5.271288694160117),
("Thursdayfrom|since|after <time>", -3.9720057100298565),
("Thursdayat <time-of-day>", -4.067315889834181),
("<integer> to|till|before <hour-of-day>September",
-5.673323267171493),
("Aprilyear (latent)", -5.673323267171493),
("monthminute", -5.673323267171493),
("<time-of-day> am|pmtomorrow", -5.673323267171493),
("Thursdayhh:mm", -4.757032535297338),
("minutemonth", -3.8815637979434374),
("Augustyear (latent)", -5.267858159063328),
-5.676753802268282),
("Aprilyear (latent)", -5.676753802268282),
("monthminute", -5.676753802268282),
("<time-of-day> am|pmtomorrow", -5.676753802268282),
("Thursdayhh:mm", -4.760463070394127),
("minutemonth", -3.884994333040227),
("Augustyear (latent)", -5.271288694160117),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.267858159063328),
-5.271288694160117),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.267858159063328),
("week-endin|during <named-month>|year", -5.673323267171493),
-5.271288694160117),
("week-endin|during <named-month>|year", -5.676753802268282),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-5.673323267171493),
("Sundayyear (latent)", -4.757032535297338),
("Christmasat <time-of-day>", -5.673323267171493),
("from|since|after <time>year (latent)", -4.574710978503383),
-5.676753802268282),
("Sundayyear (latent)", -4.760463070394127),
("Christmasat <time-of-day>", -5.676753802268282),
("from|since|after <time>year (latent)", -4.578141513600172),
("<duration> after|before|from <time>December",
-5.673323267171493),
("yesterday<time-of-day> am|pm", -5.673323267171493),
-5.676753802268282),
("yesterday<time-of-day> am|pm", -5.676753802268282),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-5.673323267171493),
-5.676753802268282),
("Thursday<time-of-day> - <time-of-day> (interval)",
-4.980176086611547),
-4.983606621708336),
("in|during <named-month>|yearyear (latent)",
-5.673323267171493),
("at <time-of-day>intersect", -5.267858159063328),
("hh:mmyear (latent)", -4.574710978503383),
("Holiyear (latent)", -5.673323267171493),
("until <time><time-of-day> am|pm", -5.673323267171493),
-5.676753802268282),
("at <time-of-day>intersect", -5.271288694160117),
("hh:mmyear (latent)", -4.578141513600172),
("Holiyear (latent)", -5.676753802268282),
("until <time><time-of-day> am|pm", -5.676753802268282),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.673323267171493),
("dayminute", -2.9324832432462915),
("yyyy-mm-ddhh:mm", -5.267858159063328),
("intersectSeptember", -4.169245870395218),
("minuteday", -2.6052703320378754),
-5.676753802268282),
("dayminute", -2.935913778343081),
("yyyy-mm-ddhh:mm", -5.271288694160117),
("intersectSeptember", -4.172676405492008),
("minuteday", -2.6087008671346648),
("absorption of , after named dayintersect",
-5.673323267171493),
("Februaryin|during the <part-of-day>", -5.673323267171493),
("hh:mmon <date>", -3.6584202466292277),
("Saturdayyear (latent)", -5.673323267171493),
("from|since|after <time>on <date>", -4.757032535297338),
-5.676753802268282),
("Februaryin|during the <part-of-day>", -5.676753802268282),
("hh:mmon <date>", -3.661850781726017),
("Saturdayyear (latent)", -5.676753802268282),
("from|since|after <time>on <date>", -4.760463070394127),
("absorption of , after named daySeptember",
-4.757032535297338),
("Naraka Chaturdashiyear (latent)", -5.673323267171493),
("on <date>September", -5.267858159063328),
("at <time-of-day>on <date>", -5.267858159063328),
("dayweek", -5.673323267171493),
("Easter Sundayyear (latent)", -5.267858159063328),
("Thursday<time-of-day> am|pm", -4.420560298676125),
("weekyear", -5.267858159063328),
-4.760463070394127),
("Naraka Chaturdashiyear (latent)", -5.676753802268282),
("on <date>September", -5.271288694160117),
("at <time-of-day>on <date>", -5.271288694160117),
("dayweek", -5.676753802268282),
("Easter Sundayyear (latent)", -5.271288694160117),
("Thursday<time-of-day> am|pm", -4.423990833772914),
("weekyear", -5.271288694160117),
("<named-month> <day-of-month> (non ordinal)until <time>",
-5.673323267171493),
-5.676753802268282),
("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-5.267858159063328),
-5.271288694160117),
("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-4.980176086611547),
("Sundayfrom|since|after <time>", -5.673323267171493),
("absorption of , after named dayFebruary", -4.757032535297338),
-4.983606621708336),
("Sundayfrom|since|after <time>", -5.676753802268282),
("absorption of , after named dayFebruary", -4.760463070394127),
("July<integer> to|till|before <hour-of-day>",
-5.673323267171493),
("tomorrowat <time-of-day>", -5.673323267171493),
-5.676753802268282),
("tomorrowat <time-of-day>", -5.676753802268282),
("<integer> to|till|before <hour-of-day>July",
-5.673323267171493),
("last <cycle> of <time>year (latent)", -5.267858159063328),
("tomorrow<time-of-day> am|pm", -5.673323267171493),
-5.676753802268282),
("last <cycle> of <time>year (latent)", -5.271288694160117),
("tomorrow<time-of-day> am|pm", -5.676753802268282),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-4.980176086611547),
("Diwaliyear (latent)", -5.267858159063328),
-4.983606621708336),
("Diwaliyear (latent)", -5.271288694160117),
("<time-of-day> - <time-of-day> (interval)July",
-5.673323267171493),
("Fridayyear (latent)", -5.267858159063328),
("minuteyear", -4.420560298676125)],
-5.676753802268282),
("Fridayyear (latent)", -5.271288694160117),
("minuteyear", -4.423990833772914)],
n = 187}}),
("one eleven",
Classifier{okData =
@ -1358,15 +1363,14 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -0.15201620729862575,
unseen = -4.9344739331306915,
ClassData{prior = -0.1479201300766222, unseen = -4.962844630259907,
likelihoods =
HashMap.fromList
[("integer (numeric)", -4.445176257083381e-2),
("intersect 2 numbers", -3.5409593240373143)],
n = 134},
[("integer (numeric)", -4.317217186520878e-2),
("intersect 2 numbers", -3.56953269648137)],
n = 138},
koData =
ClassData{prior = -1.9588135538912212, unseen = -3.295836866004329,
ClassData{prior = -1.984131361875511, unseen = -3.295836866004329,
likelihoods =
HashMap.fromList
[("integer (numeric)", -1.1786549963416462),
@ -3029,6 +3033,13 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Vaisakhi",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("right now",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,

View File

@ -10,7 +10,7 @@ module Duckling.Time.Computed
, globalYouthServiceDay, lagBaOmer, mawlid, muharram, navaratri
, orthodoxEaster, passover, rajab, rakshaBandhan, ramadan, roshHashana
, thaiPongal, thiruOnam, tishaBAv, tuBishvat, vasantPanchami, vesak
, yomHaatzmaut
, yomHaatzmaut, vaisakhi
) where
import Data.Maybe
@ -1622,3 +1622,41 @@ vesak' = mapMaybe toTimeObjectM
, (2029, 5, 27)
, (2030, 5, 17)
]
vaisakhi :: TimeData
vaisakhi = computedDays vaisakhi'
vaisakhi' :: [TimeObject]
vaisakhi' = mapMaybe toTimeObjectM
[ (2000, 4, 13)
, (2001, 4, 13)
, (2002, 4, 14)
, (2003, 4, 14)
, (2004, 4, 13)
, (2005, 4, 13)
, (2006, 4, 14)
, (2007, 4, 14)
, (2008, 4, 13)
, (2009, 4, 14)
, (2010, 4, 14)
, (2011, 4, 14)
, (2012, 4, 13)
, (2013, 4, 14)
, (2014, 4, 14)
, (2015, 4, 14)
, (2016, 4, 13)
, (2017, 4, 14)
, (2018, 4, 14)
, (2019, 4, 14)
, (2020, 4, 13)
, (2021, 4, 14)
, (2022, 4, 14)
, (2023, 4, 14)
, (2024, 4, 13)
, (2025, 4, 14)
, (2026, 4, 14)
, (2027, 4, 14)
, (2028, 4, 13)
, (2029, 4, 14)
, (2030, 4, 14)
]

View File

@ -1440,6 +1440,12 @@ allExamples = concat
[ "makar sankranti 2019"
, "maghi in 2019"
]
, examples (datetimeHoliday (2018, 4, 14, 0, 0, 0) Day "Vaisakhi")
[ "Vaisakhi 2018"
, "baisakhi in 2018"
, "Vasakhi 2018"
, "vaishakhi 2018"
]
, examples (datetimeHoliday (2018, 8, 24, 0, 0, 0) Day "Thiru Onam")
[ "onam 2018"
, "Thiru Onam 2018"

View File

@ -1734,6 +1734,7 @@ ruleComputedHolidays = mkRuleHolidays
, ( "Kaanum Pongal", "(kaanum|kanni)\\s+pongal"
, cycleNthAfter False TG.Day 2 thaiPongal )
, ( "Lag BaOmer", "lag b[a']omer", lagBaOmer )
, ( "Vaisakhi", "mesadi|[bv]aisakhi|vaisakhadi|vasakhi|vaishakhi", vaisakhi)
, ( "Laylat al-Qadr"
, "laylat al[\\-\\s][qk]adr|night of (destiny|measures|power|value)"
, cycleNthAfter False TG.Day 26 ramadan )