Time/EN: Added support for Ganesh Chaturthi

Summary: Added support for Ganesh/Vinayaka Chaturthi Hindu holiday from 2000 to 2030

Reviewed By: haoxuany

Differential Revision: D17675368

fbshipit-source-id: 2d53ad2592fc8d234bd7a3cbac2bddeaa45b220b
This commit is contained in:
Manika Puri 2019-10-01 11:39:00 -07:00 committed by Facebook Github Bot
parent 18b399d3e0
commit 1b36e2b819
17 changed files with 4948 additions and 4685 deletions

View File

@ -83,10 +83,10 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.5635043216751151, unseen = -6.091309882077698,
likelihoods = HashMap.fromList [("", 0.0)], n = 440},
ClassData{prior = -0.5625269981428811, unseen = -6.093569770045136,
likelihoods = HashMap.fromList [("", 0.0)], n = 441},
koData =
ClassData{prior = -0.8421365586069781, unseen = -5.814130531825066,
ClassData{prior = -0.8434293836092833, unseen = -5.814130531825066,
likelihoods = HashMap.fromList [("", 0.0)], n = 333}}),
("<year> (bc|ad)",
Classifier{okData =
@ -770,6 +770,13 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Ganesh Chaturthi",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("July",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.5553480614894135,
@ -858,429 +865,428 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.45941864780041747,
unseen = -7.093404625868766,
ClassData{prior = -0.4586244763882603, unseen = -7.095893221097532,
likelihoods =
HashMap.fromList
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("Global Youth Service Dayyear (latent)", -6.401917196727186),
("Dhanterasin|during <named-month>|year", -6.401917196727186),
("Tisha B'Avyear (latent)", -6.401917196727186),
("Isra and Mi'rajyear (latent)", -5.485626464853031),
("at <time-of-day>on <day>", -4.792479284293085),
("at <time-of-day>absorption of , after named day",
-5.993961427306569),
("time-of-day (latent)<time> <part-of-day>",
-5.7062793548547885),
("Christmasyear (latent)", -5.993961427306569),
("Naraka Chaturdashiyear (latent)", -5.993961427306569),
("Thai Pongalin|during <named-month>|year", -6.399426535414734),
("dayweek", -6.399426535414734),
("Easter Sundayyear (latent)", -5.7062793548547885),
-5.996452088619021),
("time-of-day (latent)<time> <part-of-day>", -5.70877001616724),
("Christmasyear (latent)", -5.996452088619021),
("Naraka Chaturdashiyear (latent)", -5.996452088619021),
("Thai Pongalin|during <named-month>|year", -6.401917196727186),
("dayweek", -6.401917196727186),
("Easter Sundayyear (latent)", -5.70877001616724),
("between <time-of-day> and <time-of-day> (interval)on <day>",
-5.993961427306569),
("weekyear", -5.300814246746624),
("King's Dayyear (latent)", -4.895349138638459),
("hh:mmin|during the <part-of-day>", -5.483135803540579),
-5.996452088619021),
("weekyear", -5.303304908059076),
("King's Dayyear (latent)", -4.897839799950911),
("hh:mmin|during the <part-of-day>", -5.485626464853031),
("<cycle> after|before <time><time-of-day> am|pm",
-5.993961427306569),
("Hanukkahyear (latent)", -5.7062793548547885),
("February<time> <part-of-day>", -6.399426535414734),
-5.996452088619021),
("Hanukkahyear (latent)", -5.70877001616724),
("February<time> <part-of-day>", -6.401917196727186),
("time-of-day (latent)in|during the <part-of-day>",
-6.399426535414734),
("Great Lentyear (latent)", -6.399426535414734),
("tomorrowat <time-of-day>", -5.7062793548547885),
-6.401917196727186),
("Great Lentyear (latent)", -6.401917196727186),
("tomorrowat <time-of-day>", -5.70877001616724),
("hhmm (latent)in|during the <part-of-day>",
-6.399426535414734),
("Ugadiyear (latent)", -5.013132174294843),
("Vaisakhiyear (latent)", -5.7062793548547885),
-6.401917196727186),
("Ugadiyear (latent)", -5.015622835607295),
("Vaisakhiyear (latent)", -5.70877001616724),
("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-5.7062793548547885),
("last <cycle> of <time>year (latent)", -5.7062793548547885),
("at <time-of-day>tomorrow", -5.993961427306569),
("tomorrow<time-of-day> am|pm", -6.399426535414734),
-5.70877001616724),
("last <cycle> of <time>year (latent)", -5.70877001616724),
("at <time-of-day>tomorrow", -5.996452088619021),
("tomorrow<time-of-day> am|pm", -6.401917196727186),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-6.399426535414734),
("Diwaliyear (latent)", -6.399426535414734),
("between <time> and <time>on <day>", -5.993961427306569),
("Black Fridayyear (latent)", -5.993961427306569),
-6.401917196727186),
("Diwaliyear (latent)", -6.401917196727186),
("between <time> and <time>on <day>", -5.996452088619021),
("Black Fridayyear (latent)", -5.996452088619021),
("the <ordinal> last <cycle> of <time>year (latent)",
-6.399426535414734),
-6.401917196727186),
("in|during the <part-of-day>at <time-of-day>",
-6.399426535414734),
("Chhathyear (latent)", -5.993961427306569),
("Vasant Panchamiyear (latent)", -6.399426535414734),
("Rabindra Jayantiyear (latent)", -5.146663566919366),
("St Patrick's Dayyear (latent)", -6.399426535414734),
("Thursday<time> (timezone)", -6.399426535414734),
-6.401917196727186),
("Chhathyear (latent)", -5.996452088619021),
("Vasant Panchamiyear (latent)", -6.401917196727186),
("Rabindra Jayantiyear (latent)", -5.149154228231818),
("St Patrick's Dayyear (latent)", -6.401917196727186),
("Thursday<time> (timezone)", -6.401917196727186),
("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-6.399426535414734),
("Pargat Diwasyear (latent)", -5.146663566919366),
("<datetime> - <datetime> (interval)July", -5.993961427306569),
-6.401917196727186),
("Pargat Diwasyear (latent)", -5.149154228231818),
("<datetime> - <datetime> (interval)July", -5.996452088619021),
("on <day><named-month> <day-of-month> (non ordinal)",
-5.7062793548547885),
("Februaryintersect", -6.399426535414734),
("Simchat Torahyear (latent)", -6.399426535414734),
("minuteyear", -6.399426535414734)],
n = 463},
-5.70877001616724),
("Februaryintersect", -6.401917196727186),
("Simchat Torahyear (latent)", -6.401917196727186),
("minuteyear", -6.401917196727186)],
n = 464},
koData =
ClassData{prior = -0.9987237428882767, unseen = -6.706862336602747,
ClassData{prior = -1.0000870696161408, unseen = -6.70808408385307,
likelihoods =
HashMap.fromList
[("Thursdayhhhmm", -4.508414517523783),
("hourday", -3.614596641501687),
[("Thursdayhhhmm", -4.5096377592665275),
("hourday", -3.615819883244431),
("<hour-of-day> <integer><time-of-day> am|pm",
-6.012491914300058),
("<day-of-month> (ordinal)August", -6.012491914300058),
("dayhour", -3.447542556838521),
("<time> timezoneyear (latent)", -5.319344733740112),
-6.013715156042802),
("<day-of-month> (ordinal)August", -6.013715156042802),
("dayhour", -3.448765798581265),
("<time> timezoneyear (latent)", -5.320567975482857),
("<time-of-day> - <time-of-day> (interval)on <day>",
-5.096201182425903),
("Tuesdayfrom|since|after <time>", -5.319344733740112),
("daymonth", -3.338343264873529),
("monthyear", -4.75972894580469),
("<time-of-day> am|pmyear (latent)", -5.319344733740112),
("Thai Pongalyear (latent)", -5.319344733740112),
("intersecthh:mm", -6.012491914300058),
-5.097424424168647),
("Tuesdayfrom|since|after <time>", -5.320567975482857),
("daymonth", -3.339566506616273),
("monthyear", -4.760952187547434),
("<time-of-day> am|pmyear (latent)", -5.320567975482857),
("Thai Pongalyear (latent)", -5.320567975482857),
("intersecthh:mm", -6.013715156042802),
("from <datetime> - <datetime> (interval)July",
-5.607026806191893),
("<day-of-month> (ordinal)Wednesday", -6.012491914300058),
("houryear", -4.626197553180167),
-5.6082500479346375),
("<day-of-month> (ordinal)Wednesday", -6.013715156042802),
("houryear", -4.627420794922911),
("from <time-of-day> - <time-of-day> (interval)July",
-6.012491914300058),
("<day-of-month> (ordinal)October", -6.012491914300058),
-6.013715156042802),
("<day-of-month> (ordinal)October", -6.013715156042802),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.319344733740112),
("hournograin", -4.75972894580469),
("<time-of-day> am|pmintersect", -4.75972894580469),
("Octoberyear (latent)", -6.012491914300058),
-5.320567975482857),
("hournograin", -4.760952187547434),
("<time-of-day> am|pmintersect", -4.760952187547434),
("Octoberyear (latent)", -6.013715156042802),
("time-of-day (latent)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.607026806191893),
("until <time>on <day>", -5.319344733740112),
("time-of-day (latent)intersect", -5.319344733740112),
("todayin <number> (implicit minutes)", -6.012491914300058),
-5.6082500479346375),
("until <time>on <day>", -5.320567975482857),
("time-of-day (latent)intersect", -5.320567975482857),
("todayin <number> (implicit minutes)", -6.013715156042802),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.319344733740112),
-5.320567975482857),
("about|exactly <time-of-day>year (latent)",
-6.012491914300058),
("hh:mmon <day>", -4.75972894580469),
("hhhmmintersect", -5.607026806191893),
("absorption of , after named dayJuly", -5.096201182425903),
("from|since|after <time>July", -5.607026806191893),
-6.013715156042802),
("hh:mmon <day>", -4.760952187547434),
("hhhmmintersect", -5.6082500479346375),
("absorption of , after named dayJuly", -5.097424424168647),
("from|since|after <time>July", -5.6082500479346375),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-5.096201182425903),
("Clean Mondayyear (latent)", -6.012491914300058),
("monthhour", -6.012491914300058),
-5.097424424168647),
("Clean Mondayyear (latent)", -6.013715156042802),
("monthhour", -6.013715156042802),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.607026806191893),
("hourmonth", -4.140689737398466),
("todayat <time-of-day>", -6.012491914300058),
("hhhmmyear (latent)", -4.75972894580469),
("from|since|after <time>December", -6.012491914300058),
-5.6082500479346375),
("hourmonth", -4.14191297914121),
("todayat <time-of-day>", -6.013715156042802),
("hhhmmyear (latent)", -4.760952187547434),
("from|since|after <time>December", -6.013715156042802),
("from|since|after <time><time-of-day> am|pm",
-6.012491914300058),
("<time-of-day> am|pmon <day>", -4.75972894580469),
("Mondayyear (latent)", -5.319344733740112),
("dayday", -4.626197553180167),
("on <day>September", -5.319344733740112),
("time-of-day (latent)September", -5.607026806191893),
("hourhour", -5.607026806191893),
("time-of-day (latent)on <day>", -4.508414517523783),
("Thursdaydd/mm", -6.012491914300058),
-6.013715156042802),
("<time-of-day> am|pmon <day>", -4.760952187547434),
("Mondayyear (latent)", -5.320567975482857),
("dayday", -4.627420794922911),
("on <day>September", -5.320567975482857),
("time-of-day (latent)September", -5.6082500479346375),
("hourhour", -5.6082500479346375),
("time-of-day (latent)on <day>", -4.5096377592665275),
("Thursdaydd/mm", -6.013715156042802),
("time-of-day (latent)<cycle> after|before <time>",
-5.607026806191893),
("dayyear", -3.0947211822157783),
("New Year's Dayyear (latent)", -5.096201182425903),
("time-of-day (latent)Sunday", -5.607026806191893),
("Thursdayfrom|since|after <time>", -4.307743822061632),
("Thursdayat <time-of-day>", -4.403054001865957),
-5.6082500479346375),
("dayyear", -3.0959444239585228),
("New Year's Dayyear (latent)", -5.097424424168647),
("time-of-day (latent)Sunday", -5.6082500479346375),
("Thursdayfrom|since|after <time>", -4.308967063804377),
("Thursdayat <time-of-day>", -4.404277243608702),
("<integer> to|till|before <hour-of-day>September",
-6.012491914300058),
("Aprilyear (latent)", -6.012491914300058),
("the <day-of-month> (ordinal)July", -6.012491914300058),
("the <day-of-month> (number)July", -6.012491914300058),
("monthminute", -6.012491914300058),
("<time-of-day> am|pmtomorrow", -6.012491914300058),
("Thursdayhh:mm", -5.096201182425903),
("<day-of-month> (ordinal)Tuesday", -5.607026806191893),
("minutemonth", -3.872425750803787),
("time-of-day (latent)Friday", -5.607026806191893),
("minutehour", -6.012491914300058),
("Augustyear (latent)", -5.607026806191893),
("week-endin|during <named-month>|year", -6.012491914300058),
("time-of-day (latent)Tuesday", -5.607026806191893),
-6.013715156042802),
("Aprilyear (latent)", -6.013715156042802),
("the <day-of-month> (ordinal)July", -6.013715156042802),
("the <day-of-month> (number)July", -6.013715156042802),
("monthminute", -6.013715156042802),
("<time-of-day> am|pmtomorrow", -6.013715156042802),
("Thursdayhh:mm", -5.097424424168647),
("<day-of-month> (ordinal)Tuesday", -5.6082500479346375),
("minutemonth", -3.873648992546531),
("time-of-day (latent)Friday", -5.6082500479346375),
("minutehour", -6.013715156042802),
("Augustyear (latent)", -5.6082500479346375),
("week-endin|during <named-month>|year", -6.013715156042802),
("time-of-day (latent)Tuesday", -5.6082500479346375),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-6.012491914300058),
("Sundayyear (latent)", -5.096201182425903),
("Christmasat <time-of-day>", -6.012491914300058),
("from|since|after <time>year (latent)", -4.913879625631948),
("hhhmmon <day>", -5.096201182425903),
("yesterday<time-of-day> am|pm", -6.012491914300058),
("<day-of-month> (ordinal)July", -5.319344733740112),
-6.013715156042802),
("Sundayyear (latent)", -5.097424424168647),
("Christmasat <time-of-day>", -6.013715156042802),
("from|since|after <time>year (latent)", -4.915102867374692),
("hhhmmon <day>", -5.097424424168647),
("yesterday<time-of-day> am|pm", -6.013715156042802),
("<day-of-month> (ordinal)July", -5.320567975482857),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-6.012491914300058),
-6.013715156042802),
("Thursday<time-of-day> - <time-of-day> (interval)",
-6.012491914300058),
-6.013715156042802),
("in|during <named-month>|yearyear (latent)",
-6.012491914300058),
("at <time-of-day>intersect", -5.096201182425903),
("hh:mmyear (latent)", -4.626197553180167),
("Holiyear (latent)", -6.012491914300058),
("until <time><time-of-day> am|pm", -6.012491914300058),
-6.013715156042802),
("at <time-of-day>intersect", -5.097424424168647),
("hh:mmyear (latent)", -4.627420794922911),
("Holiyear (latent)", -6.013715156042802),
("until <time><time-of-day> am|pm", -6.013715156042802),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.607026806191893),
("dayminute", -3.1792785702438415),
("yyyy-mm-ddhh:mm", -5.607026806191893),
("intersectfrom|since|after <time>", -5.607026806191893),
("intersectSeptember", -4.140689737398466),
("minuteday", -2.855491493149944),
-5.6082500479346375),
("dayminute", -3.1805018119865855),
("yyyy-mm-ddhh:mm", -5.6082500479346375),
("intersectfrom|since|after <time>", -5.6082500479346375),
("intersectSeptember", -4.14191297914121),
("minuteday", -2.8567147348926882),
("absorption of , after named dayintersect",
-6.012491914300058),
("intersectyear (latent)", -6.012491914300058),
("Februaryin|during the <part-of-day>", -6.012491914300058),
-6.013715156042802),
("intersectyear (latent)", -6.013715156042802),
("Februaryin|during the <part-of-day>", -6.013715156042802),
("<duration> after|before|from|past <time>December",
-6.012491914300058),
("time-of-day (latent)July", -5.319344733740112),
("Saturdayyear (latent)", -6.012491914300058),
-6.013715156042802),
("time-of-day (latent)July", -5.320567975482857),
("Saturdayyear (latent)", -6.013715156042802),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-6.012491914300058),
("at <time-of-day>on <day>", -5.096201182425903),
("absorption of , after named daySeptember", -4.75972894580469),
("Naraka Chaturdashiyear (latent)", -6.012491914300058),
("from|since|after <time>on <day>", -5.096201182425903),
("dayweek", -6.012491914300058),
("Easter Sundayyear (latent)", -5.607026806191893),
("Thursday<time-of-day> am|pm", -4.75972894580469),
("weekyear", -5.607026806191893),
("time-of-day (latent)Thursday", -5.607026806191893),
-6.013715156042802),
("at <time-of-day>on <day>", -5.097424424168647),
("absorption of , after named daySeptember",
-4.760952187547434),
("Naraka Chaturdashiyear (latent)", -6.013715156042802),
("from|since|after <time>on <day>", -5.097424424168647),
("dayweek", -6.013715156042802),
("Easter Sundayyear (latent)", -5.6082500479346375),
("Thursday<time-of-day> am|pm", -4.760952187547434),
("weekyear", -5.6082500479346375),
("time-of-day (latent)Thursday", -5.6082500479346375),
("<named-month> <day-of-month> (non ordinal)until <time>",
-6.012491914300058),
("<day-of-month> (ordinal)April", -6.012491914300058),
-6.013715156042802),
("<day-of-month> (ordinal)April", -6.013715156042802),
("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-5.607026806191893),
-5.6082500479346375),
("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-5.319344733740112),
("Sundayfrom|since|after <time>", -6.012491914300058),
("absorption of , after named dayFebruary", -5.096201182425903),
-5.320567975482857),
("Sundayfrom|since|after <time>", -6.013715156042802),
("absorption of , after named dayFebruary", -5.097424424168647),
("time-of-day (latent)in|during the <part-of-day>",
-5.607026806191893),
-5.6082500479346375),
("July<integer> to|till|before <hour-of-day>",
-6.012491914300058),
("tomorrowat <time-of-day>", -6.012491914300058),
("daynograin", -5.607026806191893),
-6.013715156042802),
("tomorrowat <time-of-day>", -6.013715156042802),
("daynograin", -5.6082500479346375),
("<integer> to|till|before <hour-of-day>July",
-5.607026806191893),
("last <cycle> of <time>year (latent)", -5.607026806191893),
("tomorrow<time-of-day> am|pm", -6.012491914300058),
-5.6082500479346375),
("last <cycle> of <time>year (latent)", -5.6082500479346375),
("tomorrow<time-of-day> am|pm", -6.013715156042802),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-5.319344733740112),
("Diwaliyear (latent)", -5.607026806191893),
-5.320567975482857),
("Diwaliyear (latent)", -5.6082500479346375),
("<time-of-day> - <time-of-day> (interval)July",
-6.012491914300058),
("Fridayyear (latent)", -5.607026806191893),
("time-of-day (latent)April", -6.012491914300058),
("minuteyear", -3.815267336963838)],
-6.013715156042802),
("Fridayyear (latent)", -5.6082500479346375),
("time-of-day (latent)April", -6.013715156042802),
("minuteyear", -3.816490578706582)],
n = 270}}),
("one eleven",
Classifier{okData =
@ -1556,14 +1562,14 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -0.1494000770686605, unseen = -5.375278407684165,
ClassData{prior = -0.14874526126035031, unseen = -5.37989735354046,
likelihoods =
HashMap.fromList
[("integer (numeric)", -2.830377616285182e-2),
("intersect 2 numbers", -3.984343667007772)],
n = 211},
[("integer (numeric)", -2.8170876966696335e-2),
("intersect 2 numbers", -3.9889840465642745)],
n = 212},
koData =
ClassData{prior = -1.9748976859285656,
ClassData{prior = -1.9789710113162013,
unseen = -3.6635616461296463,
likelihoods =
HashMap.fromList

View File

@ -83,10 +83,10 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.5635043216751151, unseen = -6.091309882077698,
likelihoods = HashMap.fromList [("", 0.0)], n = 440},
ClassData{prior = -0.5625269981428811, unseen = -6.093569770045136,
likelihoods = HashMap.fromList [("", 0.0)], n = 441},
koData =
ClassData{prior = -0.8421365586069781, unseen = -5.814130531825066,
ClassData{prior = -0.8434293836092833, unseen = -5.814130531825066,
likelihoods = HashMap.fromList [("", 0.0)], n = 333}}),
("<year> (bc|ad)",
Classifier{okData =
@ -770,6 +770,13 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Ganesh Chaturthi",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("July",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.5553480614894135,
@ -858,429 +865,428 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.45941864780041747,
unseen = -7.093404625868766,
ClassData{prior = -0.4586244763882603, unseen = -7.095893221097532,
likelihoods =
HashMap.fromList
[("Navaratriyear (latent)", -6.399426535414734),
("Karva Chauthyear (latent)", -6.399426535414734),
[("Navaratriyear (latent)", -6.401917196727186),
("Karva Chauthyear (latent)", -6.401917196727186),
("<day-of-month> (ordinal)in|during the <part-of-day>",
-6.399426535414734),
("Maha Shivaratriyear (latent)", -6.399426535414734),
("Ramadanyear (latent)", -5.146663566919366),
-6.401917196727186),
("Maha Shivaratriyear (latent)", -6.401917196727186),
("Ramadanyear (latent)", -5.149154228231818),
("<datetime> - <datetime> (interval)on <day>",
-5.013132174294843),
("Bhai Doojyear (latent)", -6.399426535414734),
("hourday", -4.384523514872469),
("dayhour", -3.4549875562482932),
-5.015622835607295),
("Bhai Doojyear (latent)", -6.401917196727186),
("hourday", -4.387014176184921),
("dayhour", -3.457478217560745),
("<time-of-day> - <time-of-day> (interval)on <day>",
-5.013132174294843),
("Martin Luther King's Dayyear (latent)", -5.993961427306569),
("Shemini Atzeretyear (latent)", -6.399426535414734),
("daymonth", -4.384523514872469),
("monthday", -5.993961427306569),
("monthyear", -4.6076670661866785),
("Yom Ha'atzmautyear (latent)", -6.399426535414734),
("Vijayadashamiyear (latent)", -6.399426535414734),
("Thai Pongalyear (latent)", -5.7062793548547885),
("Thiru Onamyear (latent)", -5.7062793548547885),
("hhhmmabsorption of , after named day", -6.399426535414734),
("Tuesdaythe <day-of-month> (ordinal)", -6.399426535414734),
-5.015622835607295),
("Martin Luther King's Dayyear (latent)", -5.996452088619021),
("Shemini Atzeretyear (latent)", -6.401917196727186),
("daymonth", -4.387014176184921),
("monthday", -5.996452088619021),
("monthyear", -4.61015772749913),
("Yom Ha'atzmautyear (latent)", -6.401917196727186),
("Vijayadashamiyear (latent)", -6.401917196727186),
("Thai Pongalyear (latent)", -5.70877001616724),
("Thiru Onamyear (latent)", -5.70877001616724),
("hhhmmabsorption of , after named day", -6.401917196727186),
("Tuesdaythe <day-of-month> (ordinal)", -6.401917196727186),
("from <datetime> - <datetime> (interval)July",
-5.483135803540579),
("<day-of-month> (ordinal)Wednesday", -6.399426535414734),
("Krishna Janmashtamiyear (latent)", -5.993961427306569),
("Guru Gobind Singh Jayantiyear (latent)", -6.399426535414734),
("houryear", -5.483135803540579),
-5.485626464853031),
("<day-of-month> (ordinal)Wednesday", -6.401917196727186),
("Krishna Janmashtamiyear (latent)", -5.996452088619021),
("Guru Gobind Singh Jayantiyear (latent)", -6.401917196727186),
("houryear", -5.485626464853031),
("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-6.399426535414734),
("Christmas<time-of-day> am|pm", -6.399426535414734),
-6.401917196727186),
("Christmas<time-of-day> am|pm", -6.401917196727186),
("last <day-of-week> of <time>year (latent)",
-6.399426535414734),
-6.401917196727186),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.7062793548547885),
("intersectin|during <named-month>|year", -6.399426535414734),
("<time-of-day> am|pmintersect", -5.146663566919366),
("Earth Houryear (latent)", -6.399426535414734),
("Octoberyear (latent)", -4.895349138638459),
("intersect<time-of-day> am|pm", -6.399426535414734),
("Mattu Pongalyear (latent)", -6.399426535414734),
("Shavuotyear (latent)", -6.399426535414734),
("Parsi New Yearyear (latent)", -5.483135803540579),
-5.70877001616724),
("intersectin|during <named-month>|year", -6.401917196727186),
("<time-of-day> am|pmintersect", -5.149154228231818),
("Earth Houryear (latent)", -6.401917196727186),
("Ganesh Chaturthiyear (latent)", -6.401917196727186),
("Octoberyear (latent)", -4.897839799950911),
("intersect<time-of-day> am|pm", -6.401917196727186),
("Mattu Pongalyear (latent)", -6.401917196727186),
("Shavuotyear (latent)", -6.401917196727186),
("Parsi New Yearyear (latent)", -5.485626464853031),
("at <time-of-day>in|within|after <duration>",
-6.399426535414734),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.399426535414734),
("todayin|within|after <duration>", -6.399426535414734),
-6.401917196727186),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.401917196727186),
("todayin|within|after <duration>", -6.401917196727186),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.993961427306569),
("Marchyear (latent)", -6.399426535414734),
-5.996452088619021),
("Marchyear (latent)", -6.401917196727186),
("intersect by \",\", \"of\", \"from\", \"'s\"hhhmm",
-5.993961427306569),
("Sukkotyear (latent)", -5.993961427306569),
("hhhmmintersect", -5.993961427306569),
-5.996452088619021),
("Sukkotyear (latent)", -5.996452088619021),
("hhhmmintersect", -5.996452088619021),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-5.993961427306569),
("Clean Mondayyear (latent)", -5.993961427306569),
("monthhour", -5.993961427306569),
-5.996452088619021),
("Clean Mondayyear (latent)", -5.996452088619021),
("monthhour", -5.996452088619021),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.7062793548547885),
("todayat <time-of-day>", -6.399426535414734),
("Thursday<time> timezone", -4.001531262616363),
("time-of-day (latent)tonight", -5.993961427306569),
("from|since|after <time>December", -6.399426535414734),
("<time-of-day> am|pmon <day>", -4.384523514872469),
-5.70877001616724),
("todayat <time-of-day>", -6.401917196727186),
("Thursday<time> timezone", -4.004021923928815),
("time-of-day (latent)tonight", -5.996452088619021),
("from|since|after <time>December", -6.401917196727186),
("<time-of-day> am|pmon <day>", -4.387014176184921),
("this <time>hh(:mm) - <time-of-day> am|pm",
-6.399426535414734),
("yyyy-mm-ddhh:mm:ss", -5.993961427306569),
("dayday", -3.6913763343125234),
("<time> <part-of-day>at <time-of-day>", -6.399426535414734),
("tonightat <time-of-day>", -6.399426535414734),
-6.401917196727186),
("yyyy-mm-ddhh:mm:ss", -5.996452088619021),
("dayday", -3.6938669956249752),
("<time> <part-of-day>at <time-of-day>", -6.401917196727186),
("tonightat <time-of-day>", -6.401917196727186),
("<time-of-day> am|pmabsorption of , after named day",
-5.7062793548547885),
-5.70877001616724),
("Dayananda Saraswati Jayantiyear (latent)",
-6.399426535414734),
("today<time-of-day> am|pm", -6.399426535414734),
("Februarythe <day-of-month> (ordinal)", -5.993961427306569),
("at <time-of-day><time> <part-of-day>", -6.399426535414734),
("<day-of-month> (ordinal)intersect", -5.993961427306569),
("hourhour", -4.319984993734898),
("Mahavir Jayantiyear (latent)", -5.993961427306569),
("Navaratriin|during <named-month>|year", -6.399426535414734),
("Wednesdaythis|last|next <cycle>", -6.399426535414734),
("Lentyear (latent)", -6.399426535414734),
-6.401917196727186),
("today<time-of-day> am|pm", -6.401917196727186),
("Februarythe <day-of-month> (ordinal)", -5.996452088619021),
("at <time-of-day><time> <part-of-day>", -6.401917196727186),
("<day-of-month> (ordinal)intersect", -5.996452088619021),
("hourhour", -4.3224756550473495),
("Mahavir Jayantiyear (latent)", -5.996452088619021),
("Navaratriin|during <named-month>|year", -6.401917196727186),
("Wednesdaythis|last|next <cycle>", -6.401917196727186),
("Lentyear (latent)", -6.401917196727186),
("intersect<named-month> <day-of-month> (non ordinal)",
-4.527624358513142),
("Boghiyear (latent)", -6.399426535414734),
("dayyear", -1.8776379583656932),
-4.530115019825594),
("Boghiyear (latent)", -6.401917196727186),
("dayyear", -1.874708552208806),
("Karva Chauthin|during <named-month>|year",
-6.399426535414734),
("Thursdayfrom|since|after <time>", -5.993961427306569),
-6.401917196727186),
("Thursdayfrom|since|after <time>", -5.996452088619021),
("<time-of-day> o'clockin|during the <part-of-day>",
-6.399426535414734),
("Thursdayat <time-of-day>", -5.7062793548547885),
("Islamic New Yearyear (latent)", -5.993961427306569),
("Laylat al-Qadryear (latent)", -5.483135803540579),
("Shrove Tuesdayyear (latent)", -6.399426535414734),
-6.401917196727186),
("Thursdayat <time-of-day>", -5.70877001616724),
("Islamic New Yearyear (latent)", -5.996452088619021),
("Laylat al-Qadryear (latent)", -5.485626464853031),
("Shrove Tuesdayyear (latent)", -6.401917196727186),
("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-5.7062793548547885),
("<time-of-day> am|pmtomorrow", -5.7062793548547885),
("Yom Kippuryear (latent)", -6.399426535414734),
("<day-of-month> (ordinal)Tuesday", -5.993961427306569),
("<part-of-day> of <time>year (latent)", -6.399426535414734),
("minutehour", -5.146663566919366),
("Kaanum Pongalyear (latent)", -5.993961427306569),
("Maha Saptamiyear (latent)", -6.399426535414734),
-5.70877001616724),
("<time-of-day> am|pmtomorrow", -5.70877001616724),
("Yom Kippuryear (latent)", -6.401917196727186),
("<day-of-month> (ordinal)Tuesday", -5.996452088619021),
("<part-of-day> of <time>year (latent)", -6.401917196727186),
("minutehour", -5.149154228231818),
("Kaanum Pongalyear (latent)", -5.996452088619021),
("Maha Saptamiyear (latent)", -6.401917196727186),
("at <time-of-day>in|during the <part-of-day>",
-5.993961427306569),
("time-of-day (latent)tomorrow", -5.483135803540579),
("part of daysat <time-of-day>", -5.993961427306569),
-5.996452088619021),
("time-of-day (latent)tomorrow", -5.485626464853031),
("part of daysat <time-of-day>", -5.996452088619021),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-4.384523514872469),
("for <duration> from <time>December", -6.399426535414734),
("tomorrow<time-of-day> sharp|exactly", -6.399426535414734),
-4.387014176184921),
("for <duration> from <time>December", -6.401917196727186),
("tomorrow<time-of-day> sharp|exactly", -6.401917196727186),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.146663566919366),
-5.149154228231818),
("intersect by \",\", \"of\", \"from\" for yearhhhmm",
-5.146663566919366),
("time-of-day (latent)this <part-of-day>", -6.399426535414734),
("Pentecostyear (latent)", -6.399426535414734),
-5.149154228231818),
("time-of-day (latent)this <part-of-day>", -6.401917196727186),
("Pentecostyear (latent)", -6.401917196727186),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.146663566919366),
("<day-of-month> (ordinal)February", -6.399426535414734),
("Eid al-Fitryear (latent)", -5.013132174294843),
-5.149154228231818),
("<day-of-month> (ordinal)February", -6.401917196727186),
("Eid al-Fitryear (latent)", -5.015622835607295),
("Vasant Panchamiin|during <named-month>|year",
-6.399426535414734),
("Mondayin|during the <part-of-day>", -6.399426535414734),
("Chhathin|during <named-month>|year", -6.399426535414734),
("Diwaliin|during <named-month>|year", -6.399426535414734),
("Vaisakhiin|during <named-month>|year", -6.399426535414734),
("Guru Ravidass Jayantiyear (latent)", -5.146663566919366),
("Raksha Bandhanyear (latent)", -6.399426535414734),
("daysecond", -5.993961427306569),
-6.401917196727186),
("Mondayin|during the <part-of-day>", -6.401917196727186),
("Chhathin|during <named-month>|year", -6.401917196727186),
("Diwaliin|during <named-month>|year", -6.401917196727186),
("Vaisakhiin|during <named-month>|year", -6.401917196727186),
("Guru Ravidass Jayantiyear (latent)", -5.149154228231818),
("Raksha Bandhanyear (latent)", -6.401917196727186),
("daysecond", -5.996452088619021),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-5.993961427306569),
("Ratha-Yatrayear (latent)", -6.399426535414734),
("Ashurayear (latent)", -6.399426535414734),
("Tuesdayin|during <named-month>|year", -6.399426535414734),
("Chinese New Yearyear (latent)", -6.399426535414734),
("tomorrowintersect", -6.399426535414734),
("Lag BaOmeryear (latent)", -6.399426535414734),
-5.996452088619021),
("Ratha-Yatrayear (latent)", -6.401917196727186),
("Ashurayear (latent)", -6.401917196727186),
("Tuesdayin|during <named-month>|year", -6.401917196727186),
("Chinese New Yearyear (latent)", -6.401917196727186),
("tomorrowintersect", -6.401917196727186),
("Lag BaOmeryear (latent)", -6.401917196727186),
("last weekend of <named-month>year (latent)",
-6.399426535414734),
("Eid al-Adhayear (latent)", -4.259360371918463),
("intersectin|during the <part-of-day>", -6.399426535414734),
("Palm Sundayyear (latent)", -6.399426535414734),
("Christmasat <time-of-day>", -6.399426535414734),
("Passoveryear (latent)", -6.399426535414734),
("Lazarus Saturdayyear (latent)", -6.399426535414734),
-6.401917196727186),
("Eid al-Adhayear (latent)", -4.261851033230915),
("intersectin|during the <part-of-day>", -6.401917196727186),
("Palm Sundayyear (latent)", -6.401917196727186),
("Christmasat <time-of-day>", -6.401917196727186),
("Passoveryear (latent)", -6.401917196727186),
("Lazarus Saturdayyear (latent)", -6.401917196727186),
("<day-of-month> (ordinal or number) <named-month>year (latent)",
-6.399426535414734),
("hhhmmon <day>", -5.483135803540579),
("Yom HaShoahyear (latent)", -5.993961427306569),
-6.401917196727186),
("hhhmmon <day>", -5.485626464853031),
("Yom HaShoahyear (latent)", -5.996452088619021),
("Thursday<datetime> - <datetime> (interval)",
-5.993961427306569),
-5.996452088619021),
("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
-6.399426535414734),
("Septemberyear (latent)", -5.993961427306569),
-6.401917196727186),
("Septemberyear (latent)", -5.996452088619021),
("Thursday<time-of-day> - <time-of-day> (interval)",
-4.895349138638459),
("Halloweenyear (latent)", -6.399426535414734),
-4.897839799950911),
("Halloweenyear (latent)", -6.401917196727186),
("<ordinal> last <cycle> of <time>year (latent)",
-5.993961427306569),
-5.996452088619021),
("from <time-of-day> - <time-of-day> (interval)on <day>",
-5.7062793548547885),
-5.70877001616724),
("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
-6.399426535414734),
("at <time-of-day>intersect", -5.483135803540579),
("Rosh Hashanahyear (latent)", -5.7062793548547885),
("Dhanterasyear (latent)", -6.399426535414734),
("Tu BiShvatyear (latent)", -6.399426535414734),
("<day-of-month> (ordinal)December", -5.7062793548547885),
("Holiyear (latent)", -5.7062793548547885),
-6.401917196727186),
("at <time-of-day>intersect", -5.485626464853031),
("Rosh Hashanahyear (latent)", -5.70877001616724),
("Dhanterasyear (latent)", -6.401917196727186),
("Tu BiShvatyear (latent)", -6.401917196727186),
("<day-of-month> (ordinal)December", -5.70877001616724),
("Holiyear (latent)", -5.70877001616724),
("<time-of-day> - <time-of-day> (interval)tomorrow",
-6.399426535414734),
("Holika Dahanyear (latent)", -5.7062793548547885),
-6.401917196727186),
("Holika Dahanyear (latent)", -5.70877001616724),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.993961427306569),
("dayminute", -3.0852405307422077),
("Mawlidyear (latent)", -6.399426535414734),
-5.996452088619021),
("dayminute", -3.08773119205466),
("Mawlidyear (latent)", -6.401917196727186),
("from <datetime> - <datetime> (interval)on <day>",
-5.993961427306569),
-5.996452088619021),
("<datetime> - <datetime> (interval)tomorrow",
-6.399426535414734),
("Jumu'atul-Widayear (latent)", -5.483135803540579),
("minuteday", -2.6617569171313655),
("absorption of , after named dayintersect",
-5.7062793548547885),
("intersectyear (latent)", -6.399426535414734),
("Orthodox Easter Sundayyear (latent)", -6.399426535414734),
-6.401917196727186),
("Jumu'atul-Widayear (latent)", -5.485626464853031),
("minuteday", -2.6642475784438173),
("absorption of , after named dayintersect", -5.70877001616724),
("intersectyear (latent)", -6.401917196727186),
("Orthodox Easter Sundayyear (latent)", -6.401917196727186),
("time-of-day (latent)in|within|after <duration>",
-6.399426535414734),
-6.401917196727186),
("<ordinal> <cycle> of <time>year (latent)",
-6.399426535414734),
("intersecthhhmm", -5.993961427306569),
-6.401917196727186),
("intersecthhhmm", -5.996452088619021),
("the <day-of-month> (ordinal)in|during the <part-of-day>",
-6.399426535414734),
("Boss's Dayyear (latent)", -5.993961427306569),
-6.401917196727186),
("Boss's Dayyear (latent)", -5.996452088619021),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-6.399426535414734),
("Global Youth Service Dayyear (latent)", -6.399426535414734),
("Dhanterasin|during <named-month>|year", -6.399426535414734),
("Tisha B'Avyear (latent)", -6.399426535414734),
("Isra and Mi'rajyear (latent)", -5.483135803540579),
("at <time-of-day>on <day>", -4.789988622980633),
-6.401917196727186),
("Global Youth Service Dayyear (latent)", -6.401917196727186),
("Dhanterasin|during <named-month>|year", -6.401917196727186),
("Tisha B'Avyear (latent)", -6.401917196727186),
("Isra and Mi'rajyear (latent)", -5.485626464853031),
("at <time-of-day>on <day>", -4.792479284293085),
("at <time-of-day>absorption of , after named day",
-5.993961427306569),
("time-of-day (latent)<time> <part-of-day>",
-5.7062793548547885),
("Christmasyear (latent)", -5.993961427306569),
("Naraka Chaturdashiyear (latent)", -5.993961427306569),
("Thai Pongalin|during <named-month>|year", -6.399426535414734),
("dayweek", -6.399426535414734),
("Easter Sundayyear (latent)", -5.7062793548547885),
-5.996452088619021),
("time-of-day (latent)<time> <part-of-day>", -5.70877001616724),
("Christmasyear (latent)", -5.996452088619021),
("Naraka Chaturdashiyear (latent)", -5.996452088619021),
("Thai Pongalin|during <named-month>|year", -6.401917196727186),
("dayweek", -6.401917196727186),
("Easter Sundayyear (latent)", -5.70877001616724),
("between <time-of-day> and <time-of-day> (interval)on <day>",
-5.993961427306569),
("weekyear", -5.300814246746624),
("King's Dayyear (latent)", -4.895349138638459),
("hh:mmin|during the <part-of-day>", -5.483135803540579),
-5.996452088619021),
("weekyear", -5.303304908059076),
("King's Dayyear (latent)", -4.897839799950911),
("hh:mmin|during the <part-of-day>", -5.485626464853031),
("<cycle> after|before <time><time-of-day> am|pm",
-5.993961427306569),
("Hanukkahyear (latent)", -5.7062793548547885),
("February<time> <part-of-day>", -6.399426535414734),
-5.996452088619021),
("Hanukkahyear (latent)", -5.70877001616724),
("February<time> <part-of-day>", -6.401917196727186),
("time-of-day (latent)in|during the <part-of-day>",
-6.399426535414734),
("Great Lentyear (latent)", -6.399426535414734),
("tomorrowat <time-of-day>", -5.7062793548547885),
-6.401917196727186),
("Great Lentyear (latent)", -6.401917196727186),
("tomorrowat <time-of-day>", -5.70877001616724),
("hhmm (latent)in|during the <part-of-day>",
-6.399426535414734),
("Ugadiyear (latent)", -5.013132174294843),
("Vaisakhiyear (latent)", -5.7062793548547885),
-6.401917196727186),
("Ugadiyear (latent)", -5.015622835607295),
("Vaisakhiyear (latent)", -5.70877001616724),
("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-5.7062793548547885),
("last <cycle> of <time>year (latent)", -5.7062793548547885),
("at <time-of-day>tomorrow", -5.993961427306569),
("tomorrow<time-of-day> am|pm", -6.399426535414734),
-5.70877001616724),
("last <cycle> of <time>year (latent)", -5.70877001616724),
("at <time-of-day>tomorrow", -5.996452088619021),
("tomorrow<time-of-day> am|pm", -6.401917196727186),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-6.399426535414734),
("Diwaliyear (latent)", -6.399426535414734),
("between <time> and <time>on <day>", -5.993961427306569),
("Black Fridayyear (latent)", -5.993961427306569),
-6.401917196727186),
("Diwaliyear (latent)", -6.401917196727186),
("between <time> and <time>on <day>", -5.996452088619021),
("Black Fridayyear (latent)", -5.996452088619021),
("the <ordinal> last <cycle> of <time>year (latent)",
-6.399426535414734),
-6.401917196727186),
("in|during the <part-of-day>at <time-of-day>",
-6.399426535414734),
("Chhathyear (latent)", -5.993961427306569),
("Vasant Panchamiyear (latent)", -6.399426535414734),
("Rabindra Jayantiyear (latent)", -5.146663566919366),
("St Patrick's Dayyear (latent)", -6.399426535414734),
("Thursday<time> (timezone)", -6.399426535414734),
-6.401917196727186),
("Chhathyear (latent)", -5.996452088619021),
("Vasant Panchamiyear (latent)", -6.401917196727186),
("Rabindra Jayantiyear (latent)", -5.149154228231818),
("St Patrick's Dayyear (latent)", -6.401917196727186),
("Thursday<time> (timezone)", -6.401917196727186),
("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-6.399426535414734),
("Pargat Diwasyear (latent)", -5.146663566919366),
("<datetime> - <datetime> (interval)July", -5.993961427306569),
-6.401917196727186),
("Pargat Diwasyear (latent)", -5.149154228231818),
("<datetime> - <datetime> (interval)July", -5.996452088619021),
("on <day><named-month> <day-of-month> (non ordinal)",
-5.7062793548547885),
("Februaryintersect", -6.399426535414734),
("Simchat Torahyear (latent)", -6.399426535414734),
("minuteyear", -6.399426535414734)],
n = 463},
-5.70877001616724),
("Februaryintersect", -6.401917196727186),
("Simchat Torahyear (latent)", -6.401917196727186),
("minuteyear", -6.401917196727186)],
n = 464},
koData =
ClassData{prior = -0.9987237428882767, unseen = -6.706862336602747,
ClassData{prior = -1.0000870696161408, unseen = -6.70808408385307,
likelihoods =
HashMap.fromList
[("Thursdayhhhmm", -4.508414517523783),
("hourday", -3.614596641501687),
[("Thursdayhhhmm", -4.5096377592665275),
("hourday", -3.615819883244431),
("<hour-of-day> <integer><time-of-day> am|pm",
-6.012491914300058),
("<day-of-month> (ordinal)August", -6.012491914300058),
("dayhour", -3.447542556838521),
("<time> timezoneyear (latent)", -5.319344733740112),
-6.013715156042802),
("<day-of-month> (ordinal)August", -6.013715156042802),
("dayhour", -3.448765798581265),
("<time> timezoneyear (latent)", -5.320567975482857),
("<time-of-day> - <time-of-day> (interval)on <day>",
-5.096201182425903),
("Tuesdayfrom|since|after <time>", -5.319344733740112),
("daymonth", -3.338343264873529),
("monthyear", -4.75972894580469),
("<time-of-day> am|pmyear (latent)", -5.319344733740112),
("Thai Pongalyear (latent)", -5.319344733740112),
("intersecthh:mm", -6.012491914300058),
-5.097424424168647),
("Tuesdayfrom|since|after <time>", -5.320567975482857),
("daymonth", -3.339566506616273),
("monthyear", -4.760952187547434),
("<time-of-day> am|pmyear (latent)", -5.320567975482857),
("Thai Pongalyear (latent)", -5.320567975482857),
("intersecthh:mm", -6.013715156042802),
("from <datetime> - <datetime> (interval)July",
-5.607026806191893),
("<day-of-month> (ordinal)Wednesday", -6.012491914300058),
("houryear", -4.626197553180167),
-5.6082500479346375),
("<day-of-month> (ordinal)Wednesday", -6.013715156042802),
("houryear", -4.627420794922911),
("from <time-of-day> - <time-of-day> (interval)July",
-6.012491914300058),
("<day-of-month> (ordinal)October", -6.012491914300058),
-6.013715156042802),
("<day-of-month> (ordinal)October", -6.013715156042802),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.319344733740112),
("hournograin", -4.75972894580469),
("<time-of-day> am|pmintersect", -4.75972894580469),
("Octoberyear (latent)", -6.012491914300058),
-5.320567975482857),
("hournograin", -4.760952187547434),
("<time-of-day> am|pmintersect", -4.760952187547434),
("Octoberyear (latent)", -6.013715156042802),
("time-of-day (latent)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.607026806191893),
("until <time>on <day>", -5.319344733740112),
("time-of-day (latent)intersect", -5.319344733740112),
("todayin <number> (implicit minutes)", -6.012491914300058),
-5.6082500479346375),
("until <time>on <day>", -5.320567975482857),
("time-of-day (latent)intersect", -5.320567975482857),
("todayin <number> (implicit minutes)", -6.013715156042802),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.319344733740112),
-5.320567975482857),
("about|exactly <time-of-day>year (latent)",
-6.012491914300058),
("hh:mmon <day>", -4.75972894580469),
("hhhmmintersect", -5.607026806191893),
("absorption of , after named dayJuly", -5.096201182425903),
("from|since|after <time>July", -5.607026806191893),
-6.013715156042802),
("hh:mmon <day>", -4.760952187547434),
("hhhmmintersect", -5.6082500479346375),
("absorption of , after named dayJuly", -5.097424424168647),
("from|since|after <time>July", -5.6082500479346375),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-5.096201182425903),
("Clean Mondayyear (latent)", -6.012491914300058),
("monthhour", -6.012491914300058),
-5.097424424168647),
("Clean Mondayyear (latent)", -6.013715156042802),
("monthhour", -6.013715156042802),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.607026806191893),
("hourmonth", -4.140689737398466),
("todayat <time-of-day>", -6.012491914300058),
("hhhmmyear (latent)", -4.75972894580469),
("from|since|after <time>December", -6.012491914300058),
-5.6082500479346375),
("hourmonth", -4.14191297914121),
("todayat <time-of-day>", -6.013715156042802),
("hhhmmyear (latent)", -4.760952187547434),
("from|since|after <time>December", -6.013715156042802),
("from|since|after <time><time-of-day> am|pm",
-6.012491914300058),
("<time-of-day> am|pmon <day>", -4.75972894580469),
("Mondayyear (latent)", -5.319344733740112),
("dayday", -4.626197553180167),
("on <day>September", -5.319344733740112),
("time-of-day (latent)September", -5.607026806191893),
("hourhour", -5.607026806191893),
("time-of-day (latent)on <day>", -4.508414517523783),
("Thursdaydd/mm", -6.012491914300058),
-6.013715156042802),
("<time-of-day> am|pmon <day>", -4.760952187547434),
("Mondayyear (latent)", -5.320567975482857),
("dayday", -4.627420794922911),
("on <day>September", -5.320567975482857),
("time-of-day (latent)September", -5.6082500479346375),
("hourhour", -5.6082500479346375),
("time-of-day (latent)on <day>", -4.5096377592665275),
("Thursdaydd/mm", -6.013715156042802),
("time-of-day (latent)<cycle> after|before <time>",
-5.607026806191893),
("dayyear", -3.0947211822157783),
("New Year's Dayyear (latent)", -5.096201182425903),
("time-of-day (latent)Sunday", -5.607026806191893),
("Thursdayfrom|since|after <time>", -4.307743822061632),
("Thursdayat <time-of-day>", -4.403054001865957),
-5.6082500479346375),
("dayyear", -3.0959444239585228),
("New Year's Dayyear (latent)", -5.097424424168647),
("time-of-day (latent)Sunday", -5.6082500479346375),
("Thursdayfrom|since|after <time>", -4.308967063804377),
("Thursdayat <time-of-day>", -4.404277243608702),
("<integer> to|till|before <hour-of-day>September",
-6.012491914300058),
("Aprilyear (latent)", -6.012491914300058),
("the <day-of-month> (ordinal)July", -6.012491914300058),
("the <day-of-month> (number)July", -6.012491914300058),
("monthminute", -6.012491914300058),
("<time-of-day> am|pmtomorrow", -6.012491914300058),
("Thursdayhh:mm", -5.096201182425903),
("<day-of-month> (ordinal)Tuesday", -5.607026806191893),
("minutemonth", -3.872425750803787),
("time-of-day (latent)Friday", -5.607026806191893),
("minutehour", -6.012491914300058),
("Augustyear (latent)", -5.607026806191893),
("week-endin|during <named-month>|year", -6.012491914300058),
("time-of-day (latent)Tuesday", -5.607026806191893),
-6.013715156042802),
("Aprilyear (latent)", -6.013715156042802),
("the <day-of-month> (ordinal)July", -6.013715156042802),
("the <day-of-month> (number)July", -6.013715156042802),
("monthminute", -6.013715156042802),
("<time-of-day> am|pmtomorrow", -6.013715156042802),
("Thursdayhh:mm", -5.097424424168647),
("<day-of-month> (ordinal)Tuesday", -5.6082500479346375),
("minutemonth", -3.873648992546531),
("time-of-day (latent)Friday", -5.6082500479346375),
("minutehour", -6.013715156042802),
("Augustyear (latent)", -5.6082500479346375),
("week-endin|during <named-month>|year", -6.013715156042802),
("time-of-day (latent)Tuesday", -5.6082500479346375),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-6.012491914300058),
("Sundayyear (latent)", -5.096201182425903),
("Christmasat <time-of-day>", -6.012491914300058),
("from|since|after <time>year (latent)", -4.913879625631948),
("hhhmmon <day>", -5.096201182425903),
("yesterday<time-of-day> am|pm", -6.012491914300058),
("<day-of-month> (ordinal)July", -5.319344733740112),
-6.013715156042802),
("Sundayyear (latent)", -5.097424424168647),
("Christmasat <time-of-day>", -6.013715156042802),
("from|since|after <time>year (latent)", -4.915102867374692),
("hhhmmon <day>", -5.097424424168647),
("yesterday<time-of-day> am|pm", -6.013715156042802),
("<day-of-month> (ordinal)July", -5.320567975482857),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-6.012491914300058),
-6.013715156042802),
("Thursday<time-of-day> - <time-of-day> (interval)",
-6.012491914300058),
-6.013715156042802),
("in|during <named-month>|yearyear (latent)",
-6.012491914300058),
("at <time-of-day>intersect", -5.096201182425903),
("hh:mmyear (latent)", -4.626197553180167),
("Holiyear (latent)", -6.012491914300058),
("until <time><time-of-day> am|pm", -6.012491914300058),
-6.013715156042802),
("at <time-of-day>intersect", -5.097424424168647),
("hh:mmyear (latent)", -4.627420794922911),
("Holiyear (latent)", -6.013715156042802),
("until <time><time-of-day> am|pm", -6.013715156042802),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.607026806191893),
("dayminute", -3.1792785702438415),
("yyyy-mm-ddhh:mm", -5.607026806191893),
("intersectfrom|since|after <time>", -5.607026806191893),
("intersectSeptember", -4.140689737398466),
("minuteday", -2.855491493149944),
-5.6082500479346375),
("dayminute", -3.1805018119865855),
("yyyy-mm-ddhh:mm", -5.6082500479346375),
("intersectfrom|since|after <time>", -5.6082500479346375),
("intersectSeptember", -4.14191297914121),
("minuteday", -2.8567147348926882),
("absorption of , after named dayintersect",
-6.012491914300058),
("intersectyear (latent)", -6.012491914300058),
("Februaryin|during the <part-of-day>", -6.012491914300058),
-6.013715156042802),
("intersectyear (latent)", -6.013715156042802),
("Februaryin|during the <part-of-day>", -6.013715156042802),
("<duration> after|before|from|past <time>December",
-6.012491914300058),
("time-of-day (latent)July", -5.319344733740112),
("Saturdayyear (latent)", -6.012491914300058),
-6.013715156042802),
("time-of-day (latent)July", -5.320567975482857),
("Saturdayyear (latent)", -6.013715156042802),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-6.012491914300058),
("at <time-of-day>on <day>", -5.096201182425903),
("absorption of , after named daySeptember", -4.75972894580469),
("Naraka Chaturdashiyear (latent)", -6.012491914300058),
("from|since|after <time>on <day>", -5.096201182425903),
("dayweek", -6.012491914300058),
("Easter Sundayyear (latent)", -5.607026806191893),
("Thursday<time-of-day> am|pm", -4.75972894580469),
("weekyear", -5.607026806191893),
("time-of-day (latent)Thursday", -5.607026806191893),
-6.013715156042802),
("at <time-of-day>on <day>", -5.097424424168647),
("absorption of , after named daySeptember",
-4.760952187547434),
("Naraka Chaturdashiyear (latent)", -6.013715156042802),
("from|since|after <time>on <day>", -5.097424424168647),
("dayweek", -6.013715156042802),
("Easter Sundayyear (latent)", -5.6082500479346375),
("Thursday<time-of-day> am|pm", -4.760952187547434),
("weekyear", -5.6082500479346375),
("time-of-day (latent)Thursday", -5.6082500479346375),
("<named-month> <day-of-month> (non ordinal)until <time>",
-6.012491914300058),
("<day-of-month> (ordinal)April", -6.012491914300058),
-6.013715156042802),
("<day-of-month> (ordinal)April", -6.013715156042802),
("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-5.607026806191893),
-5.6082500479346375),
("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-5.319344733740112),
("Sundayfrom|since|after <time>", -6.012491914300058),
("absorption of , after named dayFebruary", -5.096201182425903),
-5.320567975482857),
("Sundayfrom|since|after <time>", -6.013715156042802),
("absorption of , after named dayFebruary", -5.097424424168647),
("time-of-day (latent)in|during the <part-of-day>",
-5.607026806191893),
-5.6082500479346375),
("July<integer> to|till|before <hour-of-day>",
-6.012491914300058),
("tomorrowat <time-of-day>", -6.012491914300058),
("daynograin", -5.607026806191893),
-6.013715156042802),
("tomorrowat <time-of-day>", -6.013715156042802),
("daynograin", -5.6082500479346375),
("<integer> to|till|before <hour-of-day>July",
-5.607026806191893),
("last <cycle> of <time>year (latent)", -5.607026806191893),
("tomorrow<time-of-day> am|pm", -6.012491914300058),
-5.6082500479346375),
("last <cycle> of <time>year (latent)", -5.6082500479346375),
("tomorrow<time-of-day> am|pm", -6.013715156042802),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-5.319344733740112),
("Diwaliyear (latent)", -5.607026806191893),
-5.320567975482857),
("Diwaliyear (latent)", -5.6082500479346375),
("<time-of-day> - <time-of-day> (interval)July",
-6.012491914300058),
("Fridayyear (latent)", -5.607026806191893),
("time-of-day (latent)April", -6.012491914300058),
("minuteyear", -3.815267336963838)],
-6.013715156042802),
("Fridayyear (latent)", -5.6082500479346375),
("time-of-day (latent)April", -6.013715156042802),
("minuteyear", -3.816490578706582)],
n = 270}}),
("one eleven",
Classifier{okData =
@ -1556,14 +1562,14 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -0.1494000770686605, unseen = -5.375278407684165,
ClassData{prior = -0.14874526126035031, unseen = -5.37989735354046,
likelihoods =
HashMap.fromList
[("integer (numeric)", -2.830377616285182e-2),
("intersect 2 numbers", -3.984343667007772)],
n = 211},
[("integer (numeric)", -2.8170876966696335e-2),
("intersect 2 numbers", -3.9889840465642745)],
n = 212},
koData =
ClassData{prior = -1.9748976859285656,
ClassData{prior = -1.9789710113162013,
unseen = -3.6635616461296463,
likelihoods =
HashMap.fromList

View File

@ -83,10 +83,10 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.5795581576804214, unseen = -6.137727054086234,
likelihoods = HashMap.fromList [("", 0.0)], n = 461},
ClassData{prior = -0.5786056388277329, unseen = -6.139884552226255,
likelihoods = HashMap.fromList [("", 0.0)], n = 462},
koData =
ClassData{prior = -0.8213119888512987,
ClassData{prior = -0.8225263180837006,
unseen = -5.8971538676367405,
likelihoods = HashMap.fromList [("", 0.0)], n = 362}}),
("<year> (bc|ad)",
@ -787,6 +787,13 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Ganesh Chaturthi",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("July",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.5553480614894135,
@ -882,446 +889,445 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.44842473396119215,
unseen = -7.141245122350491,
ClassData{prior = -0.4476824326040565, unseen = -7.143617602704121,
likelihoods =
HashMap.fromList
[("Navaratriyear (latent)", -6.447305862541213),
("Father's Dayyear (latent)", -6.447305862541213),
("Karva Chauthyear (latent)", -6.447305862541213),
[("Navaratriyear (latent)", -6.4496802206016755),
("Father's Dayyear (latent)", -6.4496802206016755),
("Karva Chauthyear (latent)", -6.4496802206016755),
("<day-of-month> (ordinal)in|during the <part-of-day>",
-6.447305862541213),
("Maha Shivaratriyear (latent)", -6.447305862541213),
("Ramadanyear (latent)", -5.194542894045845),
-6.4496802206016755),
("Maha Shivaratriyear (latent)", -6.4496802206016755),
("Ramadanyear (latent)", -5.196917252106307),
("<datetime> - <datetime> (interval)on <day>",
-5.061011501421323),
("Bhai Doojyear (latent)", -6.447305862541213),
("hourday", -4.4324028419989485),
("dayhour", -3.5028668833747725),
-5.063385859481785),
("Bhai Doojyear (latent)", -6.4496802206016755),
("hourday", -4.43477720005941),
("dayhour", -3.5052412414352347),
("<time-of-day> - <time-of-day> (interval)on <day>",
-5.061011501421323),
("Martin Luther King's Dayyear (latent)", -6.041840754433049),
("Shemini Atzeretyear (latent)", -6.447305862541213),
("daymonth", -4.4324028419989485),
("monthday", -6.041840754433049),
("monthyear", -4.655546393313158),
("Yom Ha'atzmautyear (latent)", -6.447305862541213),
("Vijayadashamiyear (latent)", -6.447305862541213),
-5.063385859481785),
("Martin Luther King's Dayyear (latent)", -6.044215112493511),
("Shemini Atzeretyear (latent)", -6.4496802206016755),
("daymonth", -4.43477720005941),
("monthday", -6.044215112493511),
("monthyear", -4.65792075137362),
("Yom Ha'atzmautyear (latent)", -6.4496802206016755),
("Vijayadashamiyear (latent)", -6.4496802206016755),
("Administrative Professionals' Dayyear (latent)",
-6.041840754433049),
("Thanksgiving Dayyear (latent)", -5.348693573873104),
("Thai Pongalyear (latent)", -5.754158681981268),
("Thiru Onamyear (latent)", -5.754158681981268),
("hhhmmabsorption of , after named day", -6.447305862541213),
("Tuesdaythe <day-of-month> (ordinal)", -6.447305862541213),
-6.044215112493511),
("Thanksgiving Dayyear (latent)", -5.3510679319335654),
("Thai Pongalyear (latent)", -5.75653304004173),
("Thiru Onamyear (latent)", -5.75653304004173),
("hhhmmabsorption of , after named day", -6.4496802206016755),
("Tuesdaythe <day-of-month> (ordinal)", -6.4496802206016755),
("from <datetime> - <datetime> (interval)July",
-5.531015130667058),
("<day-of-month> (ordinal)Wednesday", -6.447305862541213),
("Krishna Janmashtamiyear (latent)", -6.041840754433049),
("Guru Gobind Singh Jayantiyear (latent)", -6.447305862541213),
("houryear", -5.531015130667058),
-5.53338948872752),
("<day-of-month> (ordinal)Wednesday", -6.4496802206016755),
("Krishna Janmashtamiyear (latent)", -6.044215112493511),
("Guru Gobind Singh Jayantiyear (latent)", -6.4496802206016755),
("houryear", -5.53338948872752),
("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-6.447305862541213),
("Christmas<time-of-day> am|pm", -6.447305862541213),
-6.4496802206016755),
("Christmas<time-of-day> am|pm", -6.4496802206016755),
("last <day-of-week> of <time>year (latent)",
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-6.4496802206016755),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.754158681981268),
("intersectin|during <named-month>|year", -6.447305862541213),
("<time-of-day> am|pmintersect", -5.194542894045845),
("Earth Houryear (latent)", -6.447305862541213),
("Family Dayyear (latent)", -5.531015130667058),
("Octoberyear (latent)", -4.943228465764939),
("intersect<time-of-day> am|pm", -6.447305862541213),
("Mattu Pongalyear (latent)", -6.447305862541213),
("Shavuotyear (latent)", -6.447305862541213),
("Parsi New Yearyear (latent)", -5.531015130667058),
-5.75653304004173),
("intersectin|during <named-month>|year", -6.4496802206016755),
("<time-of-day> am|pmintersect", -5.196917252106307),
("Earth Houryear (latent)", -6.4496802206016755),
("Ganesh Chaturthiyear (latent)", -6.4496802206016755),
("Family Dayyear (latent)", -5.53338948872752),
("Octoberyear (latent)", -4.945602823825401),
("intersect<time-of-day> am|pm", -6.4496802206016755),
("Mattu Pongalyear (latent)", -6.4496802206016755),
("Shavuotyear (latent)", -6.4496802206016755),
("Parsi New Yearyear (latent)", -5.53338948872752),
("at <time-of-day>in|within|after <duration>",
-6.447305862541213),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.447305862541213),
("todayin|within|after <duration>", -6.447305862541213),
-6.4496802206016755),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.4496802206016755),
("todayin|within|after <duration>", -6.4496802206016755),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-6.041840754433049),
("Marchyear (latent)", -6.447305862541213),
-6.044215112493511),
("Marchyear (latent)", -6.4496802206016755),
("intersect by \",\", \"of\", \"from\", \"'s\"hhhmm",
-6.041840754433049),
("Sukkotyear (latent)", -6.041840754433049),
("hhhmmintersect", -6.041840754433049),
-6.044215112493511),
("Sukkotyear (latent)", -6.044215112493511),
("hhhmmintersect", -6.044215112493511),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-6.041840754433049),
("Clean Mondayyear (latent)", -6.041840754433049),
("monthhour", -6.041840754433049),
-6.044215112493511),
("Clean Mondayyear (latent)", -6.044215112493511),
("monthhour", -6.044215112493511),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.754158681981268),
("todayat <time-of-day>", -6.447305862541213),
("Thursday<time> timezone", -4.049410589742843),
("time-of-day (latent)tonight", -6.041840754433049),
("from|since|after <time>December", -6.447305862541213),
("<time-of-day> am|pmon <day>", -4.4324028419989485),
-5.75653304004173),
("todayat <time-of-day>", -6.4496802206016755),
("Thursday<time> timezone", -4.051784947803305),
("time-of-day (latent)tonight", -6.044215112493511),
("from|since|after <time>December", -6.4496802206016755),
("<time-of-day> am|pmon <day>", -4.43477720005941),
("this <time>hh(:mm) - <time-of-day> am|pm",
-6.447305862541213),
("yyyy-mm-ddhh:mm:ss", -6.041840754433049),
("dayday", -3.739255661439003),
("<time> <part-of-day>at <time-of-day>", -6.447305862541213),
("mm/ddat <time-of-day>", -6.447305862541213),
("tonightat <time-of-day>", -6.447305862541213),
-6.4496802206016755),
("yyyy-mm-ddhh:mm:ss", -6.044215112493511),
("dayday", -3.7416300194994654),
("<time> <part-of-day>at <time-of-day>", -6.4496802206016755),
("mm/ddat <time-of-day>", -6.4496802206016755),
("tonightat <time-of-day>", -6.4496802206016755),
("<time-of-day> am|pmabsorption of , after named day",
-5.754158681981268),
-5.75653304004173),
("Dayananda Saraswati Jayantiyear (latent)",
-6.447305862541213),
("today<time-of-day> am|pm", -6.447305862541213),
("Februarythe <day-of-month> (ordinal)", -6.041840754433049),
("at <time-of-day><time> <part-of-day>", -6.447305862541213),
("<day-of-month> (ordinal)intersect", -6.041840754433049),
("mm/dd<time-of-day> am|pm", -6.447305862541213),
("hourhour", -4.367864320861377),
("Mahavir Jayantiyear (latent)", -6.041840754433049),
("Navaratriin|during <named-month>|year", -6.447305862541213),
("National Patriots' Dayyear (latent)", -5.754158681981268),
("Wednesdaythis|last|next <cycle>", -6.447305862541213),
("Lentyear (latent)", -6.447305862541213),
-6.4496802206016755),
("today<time-of-day> am|pm", -6.4496802206016755),
("Februarythe <day-of-month> (ordinal)", -6.044215112493511),
("at <time-of-day><time> <part-of-day>", -6.4496802206016755),
("<day-of-month> (ordinal)intersect", -6.044215112493511),
("mm/dd<time-of-day> am|pm", -6.4496802206016755),
("hourhour", -4.370238678921839),
("Mahavir Jayantiyear (latent)", -6.044215112493511),
("Navaratriin|during <named-month>|year", -6.4496802206016755),
("National Patriots' Dayyear (latent)", -5.75653304004173),
("Wednesdaythis|last|next <cycle>", -6.4496802206016755),
("Lentyear (latent)", -6.4496802206016755),
("intersect<named-month> <day-of-month> (non ordinal)",
-4.575503685639622),
("Boghiyear (latent)", -6.447305862541213),
("dayyear", -1.8174430639627503),
-4.577878043700084),
("Boghiyear (latent)", -6.4496802206016755),
("dayyear", -1.8149512323720396),
("Karva Chauthin|during <named-month>|year",
-6.447305862541213),
("Thursdayfrom|since|after <time>", -6.041840754433049),
-6.4496802206016755),
("Thursdayfrom|since|after <time>", -6.044215112493511),
("<time-of-day> o'clockin|during the <part-of-day>",
-6.447305862541213),
("Thursdayat <time-of-day>", -5.754158681981268),
("Islamic New Yearyear (latent)", -6.041840754433049),
("Laylat al-Qadryear (latent)", -5.531015130667058),
("Discovery Dayyear (latent)", -6.041840754433049),
("Shrove Tuesdayyear (latent)", -6.447305862541213),
-6.4496802206016755),
("Thursdayat <time-of-day>", -5.75653304004173),
("Islamic New Yearyear (latent)", -6.044215112493511),
("Laylat al-Qadryear (latent)", -5.53338948872752),
("Discovery Dayyear (latent)", -6.044215112493511),
("Shrove Tuesdayyear (latent)", -6.4496802206016755),
("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-5.754158681981268),
("<time-of-day> am|pmtomorrow", -5.754158681981268),
("Yom Kippuryear (latent)", -6.447305862541213),
("<day-of-month> (ordinal)Tuesday", -6.041840754433049),
("<part-of-day> of <time>year (latent)", -6.447305862541213),
("minutehour", -5.194542894045845),
("Kaanum Pongalyear (latent)", -6.041840754433049),
("Maha Saptamiyear (latent)", -6.447305862541213),
-5.75653304004173),
("<time-of-day> am|pmtomorrow", -5.75653304004173),
("Yom Kippuryear (latent)", -6.4496802206016755),
("<day-of-month> (ordinal)Tuesday", -6.044215112493511),
("<part-of-day> of <time>year (latent)", -6.4496802206016755),
("minutehour", -5.196917252106307),
("Kaanum Pongalyear (latent)", -6.044215112493511),
("Maha Saptamiyear (latent)", -6.4496802206016755),
("at <time-of-day>in|during the <part-of-day>",
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("time-of-day (latent)tomorrow", -5.531015130667058),
("part of daysat <time-of-day>", -6.041840754433049),
-6.044215112493511),
("time-of-day (latent)tomorrow", -5.53338948872752),
("part of daysat <time-of-day>", -6.044215112493511),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-4.4324028419989485),
("for <duration> from <time>December", -6.447305862541213),
("tomorrow<time-of-day> sharp|exactly", -6.447305862541213),
-4.43477720005941),
("for <duration> from <time>December", -6.4496802206016755),
("tomorrow<time-of-day> sharp|exactly", -6.4496802206016755),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.194542894045845),
-5.196917252106307),
("intersect by \",\", \"of\", \"from\" for yearhhhmm",
-5.194542894045845),
("time-of-day (latent)this <part-of-day>", -6.447305862541213),
("Pentecostyear (latent)", -6.447305862541213),
-5.196917252106307),
("time-of-day (latent)this <part-of-day>", -6.4496802206016755),
("Pentecostyear (latent)", -6.4496802206016755),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.194542894045845),
("<day-of-month> (ordinal)February", -6.447305862541213),
("Eid al-Fitryear (latent)", -5.061011501421323),
-5.196917252106307),
("<day-of-month> (ordinal)February", -6.4496802206016755),
("Eid al-Fitryear (latent)", -5.063385859481785),
("Vasant Panchamiin|during <named-month>|year",
-6.447305862541213),
("Mondayin|during the <part-of-day>", -6.447305862541213),
("Chhathin|during <named-month>|year", -6.447305862541213),
("Diwaliin|during <named-month>|year", -6.447305862541213),
("Vaisakhiin|during <named-month>|year", -6.447305862541213),
("Guru Ravidass Jayantiyear (latent)", -5.194542894045845),
("Raksha Bandhanyear (latent)", -6.447305862541213),
("daysecond", -6.041840754433049),
-6.4496802206016755),
("Mondayin|during the <part-of-day>", -6.4496802206016755),
("Chhathin|during <named-month>|year", -6.4496802206016755),
("Diwaliin|during <named-month>|year", -6.4496802206016755),
("Vaisakhiin|during <named-month>|year", -6.4496802206016755),
("Guru Ravidass Jayantiyear (latent)", -5.196917252106307),
("Raksha Bandhanyear (latent)", -6.4496802206016755),
("daysecond", -6.044215112493511),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-6.041840754433049),
("Ratha-Yatrayear (latent)", -6.447305862541213),
("Ashurayear (latent)", -6.447305862541213),
("Tuesdayin|during <named-month>|year", -6.447305862541213),
("Chinese New Yearyear (latent)", -6.447305862541213),
("tomorrowintersect", -6.447305862541213),
("Lag BaOmeryear (latent)", -6.447305862541213),
-6.044215112493511),
("Ratha-Yatrayear (latent)", -6.4496802206016755),
("Ashurayear (latent)", -6.4496802206016755),
("Tuesdayin|during <named-month>|year", -6.4496802206016755),
("Chinese New Yearyear (latent)", -6.4496802206016755),
("tomorrowintersect", -6.4496802206016755),
("Lag BaOmeryear (latent)", -6.4496802206016755),
("last weekend of <named-month>year (latent)",
-6.447305862541213),
("Eid al-Adhayear (latent)", -4.307239699044942),
("intersectin|during the <part-of-day>", -6.447305862541213),
("Palm Sundayyear (latent)", -6.447305862541213),
("Christmasat <time-of-day>", -6.447305862541213),
("Passoveryear (latent)", -6.447305862541213),
("Lazarus Saturdayyear (latent)", -6.447305862541213),
-6.4496802206016755),
("Eid al-Adhayear (latent)", -4.309614057105405),
("intersectin|during the <part-of-day>", -6.4496802206016755),
("Palm Sundayyear (latent)", -6.4496802206016755),
("Christmasat <time-of-day>", -6.4496802206016755),
("Passoveryear (latent)", -6.4496802206016755),
("Lazarus Saturdayyear (latent)", -6.4496802206016755),
("<day-of-month> (ordinal or number) <named-month>year (latent)",
-6.447305862541213),
("hhhmmon <day>", -5.531015130667058),
("Yom HaShoahyear (latent)", -6.041840754433049),
-6.4496802206016755),
("hhhmmon <day>", -5.53338948872752),
("Yom HaShoahyear (latent)", -6.044215112493511),
("Thursday<datetime> - <datetime> (interval)",
-6.041840754433049),
-6.044215112493511),
("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
-6.447305862541213),
("Septemberyear (latent)", -6.041840754433049),
-6.4496802206016755),
("Septemberyear (latent)", -6.044215112493511),
("Thursday<time-of-day> - <time-of-day> (interval)",
-4.943228465764939),
("Halloweenyear (latent)", -6.447305862541213),
-4.945602823825401),
("Halloweenyear (latent)", -6.4496802206016755),
("<ordinal> last <cycle> of <time>year (latent)",
-6.041840754433049),
-6.044215112493511),
("from <time-of-day> - <time-of-day> (interval)on <day>",
-5.754158681981268),
-5.75653304004173),
("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
-6.447305862541213),
("at <time-of-day>intersect", -5.531015130667058),
("Rosh Hashanahyear (latent)", -5.754158681981268),
("Dhanterasyear (latent)", -6.447305862541213),
("Tu BiShvatyear (latent)", -6.447305862541213),
("<day-of-month> (ordinal)December", -5.754158681981268),
("Holiyear (latent)", -5.754158681981268),
-6.4496802206016755),
("at <time-of-day>intersect", -5.53338948872752),
("Rosh Hashanahyear (latent)", -5.75653304004173),
("Dhanterasyear (latent)", -6.4496802206016755),
("Tu BiShvatyear (latent)", -6.4496802206016755),
("<day-of-month> (ordinal)December", -5.75653304004173),
("Holiyear (latent)", -5.75653304004173),
("<time-of-day> - <time-of-day> (interval)tomorrow",
-6.447305862541213),
("Holika Dahanyear (latent)", -5.754158681981268),
-6.4496802206016755),
("Holika Dahanyear (latent)", -5.75653304004173),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-6.041840754433049),
("dayminute", -3.0974017752666083),
("Mawlidyear (latent)", -6.447305862541213),
-6.044215112493511),
("dayminute", -3.0997761333270706),
("Mawlidyear (latent)", -6.4496802206016755),
("from <datetime> - <datetime> (interval)on <day>",
-6.041840754433049),
-6.044215112493511),
("<datetime> - <datetime> (interval)tomorrow",
-6.447305862541213),
("Jumu'atul-Widayear (latent)", -5.531015130667058),
("minuteday", -2.7096362442578448),
("absorption of , after named dayintersect",
-5.754158681981268),
("intersectyear (latent)", -6.447305862541213),
("Orthodox Easter Sundayyear (latent)", -6.447305862541213),
-6.4496802206016755),
("Jumu'atul-Widayear (latent)", -5.53338948872752),
("minuteday", -2.712010602318307),
("absorption of , after named dayintersect", -5.75653304004173),
("intersectyear (latent)", -6.4496802206016755),
("Orthodox Easter Sundayyear (latent)", -6.4496802206016755),
("time-of-day (latent)in|within|after <duration>",
-6.447305862541213),
-6.4496802206016755),
("<ordinal> <cycle> of <time>year (latent)",
-6.447305862541213),
("intersecthhhmm", -6.041840754433049),
-6.4496802206016755),
("intersecthhhmm", -6.044215112493511),
("the <day-of-month> (ordinal)in|during the <part-of-day>",
-6.447305862541213),
("Boss's Dayyear (latent)", -6.041840754433049),
-6.4496802206016755),
("Boss's Dayyear (latent)", -6.044215112493511),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-6.447305862541213),
("Global Youth Service Dayyear (latent)", -6.447305862541213),
("Dhanterasin|during <named-month>|year", -6.447305862541213),
("Tisha B'Avyear (latent)", -6.447305862541213),
("Isra and Mi'rajyear (latent)", -5.531015130667058),
("at <time-of-day>on <day>", -4.837867950107113),
-6.4496802206016755),
("Global Youth Service Dayyear (latent)", -6.4496802206016755),
("Dhanterasin|during <named-month>|year", -6.4496802206016755),
("Tisha B'Avyear (latent)", -6.4496802206016755),
("Isra and Mi'rajyear (latent)", -5.53338948872752),
("at <time-of-day>on <day>", -4.840242308167575),
("at <time-of-day>absorption of , after named day",
-6.041840754433049),
("time-of-day (latent)<time> <part-of-day>",
-5.754158681981268),
("Christmasyear (latent)", -6.041840754433049),
("Naraka Chaturdashiyear (latent)", -6.041840754433049),
("Thai Pongalin|during <named-month>|year", -6.447305862541213),
("dayweek", -6.447305862541213),
("Easter Sundayyear (latent)", -5.754158681981268),
-6.044215112493511),
("time-of-day (latent)<time> <part-of-day>", -5.75653304004173),
("Christmasyear (latent)", -6.044215112493511),
("Naraka Chaturdashiyear (latent)", -6.044215112493511),
("Thai Pongalin|during <named-month>|year",
-6.4496802206016755),
("dayweek", -6.4496802206016755),
("Easter Sundayyear (latent)", -5.75653304004173),
("between <time-of-day> and <time-of-day> (interval)on <day>",
-6.041840754433049),
("Labour Dayyear (latent)", -6.447305862541213),
("weekyear", -5.348693573873104),
("King's Dayyear (latent)", -4.943228465764939),
("hh:mmin|during the <part-of-day>", -5.531015130667058),
-6.044215112493511),
("Labour Dayyear (latent)", -6.4496802206016755),
("weekyear", -5.3510679319335654),
("King's Dayyear (latent)", -4.945602823825401),
("hh:mmin|during the <part-of-day>", -5.53338948872752),
("<cycle> after|before <time><time-of-day> am|pm",
-6.041840754433049),
("Hanukkahyear (latent)", -5.754158681981268),
("February<time> <part-of-day>", -6.447305862541213),
-6.044215112493511),
("Hanukkahyear (latent)", -5.75653304004173),
("February<time> <part-of-day>", -6.4496802206016755),
("time-of-day (latent)in|during the <part-of-day>",
-6.447305862541213),
("Great Lentyear (latent)", -6.447305862541213),
("tomorrowat <time-of-day>", -5.754158681981268),
-6.4496802206016755),
("Great Lentyear (latent)", -6.4496802206016755),
("tomorrowat <time-of-day>", -5.75653304004173),
("hhmm (latent)in|during the <part-of-day>",
-6.447305862541213),
("Ugadiyear (latent)", -5.061011501421323),
("Vaisakhiyear (latent)", -5.754158681981268),
-6.4496802206016755),
("Ugadiyear (latent)", -5.063385859481785),
("Vaisakhiyear (latent)", -5.75653304004173),
("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-5.754158681981268),
("last <cycle> of <time>year (latent)", -5.754158681981268),
("at <time-of-day>tomorrow", -6.041840754433049),
("tomorrow<time-of-day> am|pm", -6.447305862541213),
-5.75653304004173),
("last <cycle> of <time>year (latent)", -5.75653304004173),
("at <time-of-day>tomorrow", -6.044215112493511),
("tomorrow<time-of-day> am|pm", -6.4496802206016755),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-6.447305862541213),
("Diwaliyear (latent)", -6.447305862541213),
("between <time> and <time>on <day>", -6.041840754433049),
("Black Fridayyear (latent)", -6.041840754433049),
-6.4496802206016755),
("Diwaliyear (latent)", -6.4496802206016755),
("between <time> and <time>on <day>", -6.044215112493511),
("Black Fridayyear (latent)", -6.044215112493511),
("the <ordinal> last <cycle> of <time>year (latent)",
-6.447305862541213),
-6.4496802206016755),
("in|during the <part-of-day>at <time-of-day>",
-6.447305862541213),
("Chhathyear (latent)", -6.041840754433049),
("Vasant Panchamiyear (latent)", -6.447305862541213),
("Rabindra Jayantiyear (latent)", -5.194542894045845),
("St Patrick's Dayyear (latent)", -6.447305862541213),
("Thursday<time> (timezone)", -6.447305862541213),
-6.4496802206016755),
("Chhathyear (latent)", -6.044215112493511),
("Vasant Panchamiyear (latent)", -6.4496802206016755),
("Rabindra Jayantiyear (latent)", -5.196917252106307),
("St Patrick's Dayyear (latent)", -6.4496802206016755),
("Thursday<time> (timezone)", -6.4496802206016755),
("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-6.447305862541213),
("Pargat Diwasyear (latent)", -5.194542894045845),
("<datetime> - <datetime> (interval)July", -6.041840754433049),
-6.4496802206016755),
("Pargat Diwasyear (latent)", -5.196917252106307),
("<datetime> - <datetime> (interval)July", -6.044215112493511),
("on <day><named-month> <day-of-month> (non ordinal)",
-5.754158681981268),
("Februaryintersect", -6.447305862541213),
("Mother's Dayyear (latent)", -6.447305862541213),
("Simchat Torahyear (latent)", -6.447305862541213),
("Victoria Dayyear (latent)", -6.041840754433049),
("minuteyear", -6.447305862541213)],
n = 486},
-5.75653304004173),
("Februaryintersect", -6.4496802206016755),
("Mother's Dayyear (latent)", -6.4496802206016755),
("Simchat Torahyear (latent)", -6.4496802206016755),
("Victoria Dayyear (latent)", -6.044215112493511),
("minuteyear", -6.4496802206016755)],
n = 487},
koData =
ClassData{prior = -1.0178622601951146, unseen = -6.734591659972948,
ClassData{prior = -1.019175458020075, unseen = -6.7357800142423265,
likelihoods =
HashMap.fromList
[("Thursdayhhhmm", -4.53617731450114),
("hourday", -3.6423594384790436),
[("Thursdayhhhmm", -4.537367082636728),
("hourday", -3.643549206614632),
("<hour-of-day> <integer><time-of-day> am|pm",
-6.040254711277414),
("<day-of-month> (ordinal)August", -6.040254711277414),
("dayhour", -3.366106061850885),
("<time> timezoneyear (latent)", -5.3471075307174685),
-6.041444479413003),
("<day-of-month> (ordinal)August", -6.041444479413003),
("dayhour", -3.367295829986474),
("<time> timezoneyear (latent)", -5.3482972988530575),
("<time-of-day> - <time-of-day> (interval)on <day>",
-5.123963979403259),
("Tuesdayfrom|since|after <time>", -5.3471075307174685),
("daymonth", -3.366106061850885),
("monthyear", -4.787491742782046),
("<time-of-day> am|pmyear (latent)", -5.3471075307174685),
("Thai Pongalyear (latent)", -5.3471075307174685),
("intersecthh:mm", -6.040254711277414),
-5.125153747538848),
("Tuesdayfrom|since|after <time>", -5.3482972988530575),
("daymonth", -3.367295829986474),
("monthyear", -4.788681510917635),
("<time-of-day> am|pmyear (latent)", -5.3482972988530575),
("Thai Pongalyear (latent)", -5.3482972988530575),
("intersecthh:mm", -6.041444479413003),
("from <datetime> - <datetime> (interval)July",
-5.634789603169249),
("<day-of-month> (ordinal)Wednesday", -6.040254711277414),
("houryear", -4.653960350157523),
-5.635979371304838),
("<day-of-month> (ordinal)Wednesday", -6.041444479413003),
("houryear", -4.655150118293112),
("from <time-of-day> - <time-of-day> (interval)July",
-6.040254711277414),
("<day-of-month> (ordinal)October", -6.040254711277414),
-6.041444479413003),
("<day-of-month> (ordinal)October", -6.041444479413003),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.3471075307174685),
("hournograin", -4.787491742782046),
("<time-of-day> am|pmintersect", -4.787491742782046),
("Octoberyear (latent)", -6.040254711277414),
-5.3482972988530575),
("hournograin", -4.788681510917635),
("<time-of-day> am|pmintersect", -4.788681510917635),
("Octoberyear (latent)", -6.041444479413003),
("time-of-day (latent)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.634789603169249),
("until <time>on <day>", -5.3471075307174685),
("time-of-day (latent)intersect", -5.3471075307174685),
("todayin <number> (implicit minutes)", -6.040254711277414),
-5.635979371304838),
("until <time>on <day>", -5.3482972988530575),
("time-of-day (latent)intersect", -5.3482972988530575),
("todayin <number> (implicit minutes)", -6.041444479413003),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.3471075307174685),
-5.3482972988530575),
("about|exactly <time-of-day>year (latent)",
-6.040254711277414),
("hh:mmon <day>", -4.787491742782046),
("hhhmmintersect", -5.634789603169249),
("absorption of , after named dayJuly", -5.123963979403259),
("from|since|after <time>July", -5.634789603169249),
-6.041444479413003),
("hh:mmon <day>", -4.788681510917635),
("hhhmmintersect", -5.635979371304838),
("absorption of , after named dayJuly", -5.125153747538848),
("from|since|after <time>July", -5.635979371304838),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-5.123963979403259),
("Clean Mondayyear (latent)", -6.040254711277414),
("monthhour", -6.040254711277414),
-5.125153747538848),
("Clean Mondayyear (latent)", -6.041444479413003),
("monthhour", -6.041444479413003),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.634789603169249),
("hourmonth", -4.168452534375823),
("todayat <time-of-day>", -6.040254711277414),
("hhhmmyear (latent)", -4.787491742782046),
("from|since|after <time>December", -6.040254711277414),
-5.635979371304838),
("hourmonth", -4.169642302511411),
("todayat <time-of-day>", -6.041444479413003),
("hhhmmyear (latent)", -4.788681510917635),
("from|since|after <time>December", -6.041444479413003),
("from|since|after <time><time-of-day> am|pm",
-6.040254711277414),
("<time-of-day> am|pmon <day>", -4.787491742782046),
("Mondayyear (latent)", -5.3471075307174685),
("dayday", -4.653960350157523),
("mm/ddat <time-of-day>", -5.634789603169249),
("on <day>September", -5.3471075307174685),
("time-of-day (latent)September", -5.634789603169249),
("hourhour", -5.634789603169249),
("time-of-day (latent)on <day>", -4.53617731450114),
-6.041444479413003),
("<time-of-day> am|pmon <day>", -4.788681510917635),
("Mondayyear (latent)", -5.3482972988530575),
("dayday", -4.655150118293112),
("mm/ddat <time-of-day>", -5.635979371304838),
("on <day>September", -5.3482972988530575),
("time-of-day (latent)September", -5.635979371304838),
("hourhour", -5.635979371304838),
("time-of-day (latent)on <day>", -4.537367082636728),
("time-of-day (latent)<cycle> after|before <time>",
-5.634789603169249),
("dayyear", -3.0958157321109736),
("Thursdaymm/dd", -6.040254711277414),
("New Year's Dayyear (latent)", -5.123963979403259),
("time-of-day (latent)Sunday", -5.634789603169249),
("Thursdayfrom|since|after <time>", -4.335506619038989),
("Thursdayat <time-of-day>", -4.430816798843313),
-5.635979371304838),
("dayyear", -3.097005500246562),
("Thursdaymm/dd", -6.041444479413003),
("New Year's Dayyear (latent)", -5.125153747538848),
("time-of-day (latent)Sunday", -5.635979371304838),
("Thursdayfrom|since|after <time>", -4.336696387174578),
("Thursdayat <time-of-day>", -4.432006566978902),
("<integer> to|till|before <hour-of-day>September",
-6.040254711277414),
("Aprilyear (latent)", -6.040254711277414),
("the <day-of-month> (ordinal)July", -6.040254711277414),
("the <day-of-month> (number)July", -6.040254711277414),
("monthminute", -6.040254711277414),
("<time-of-day> am|pmtomorrow", -6.040254711277414),
("Thursdayhh:mm", -5.123963979403259),
("<day-of-month> (ordinal)Tuesday", -5.634789603169249),
("minutemonth", -3.900188547781143),
("time-of-day (latent)Friday", -5.634789603169249),
("minutehour", -6.040254711277414),
("Augustyear (latent)", -5.634789603169249),
("week-endin|during <named-month>|year", -6.040254711277414),
("time-of-day (latent)Tuesday", -5.634789603169249),
-6.041444479413003),
("Aprilyear (latent)", -6.041444479413003),
("the <day-of-month> (ordinal)July", -6.041444479413003),
("the <day-of-month> (number)July", -6.041444479413003),
("monthminute", -6.041444479413003),
("<time-of-day> am|pmtomorrow", -6.041444479413003),
("Thursdayhh:mm", -5.125153747538848),
("<day-of-month> (ordinal)Tuesday", -5.635979371304838),
("minutemonth", -3.901378315916732),
("time-of-day (latent)Friday", -5.635979371304838),
("minutehour", -6.041444479413003),
("Augustyear (latent)", -5.635979371304838),
("week-endin|during <named-month>|year", -6.041444479413003),
("time-of-day (latent)Tuesday", -5.635979371304838),
("mm/dd<time-of-day> - <time-of-day> (interval)",
-5.634789603169249),
-5.635979371304838),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-6.040254711277414),
("Sundayyear (latent)", -5.123963979403259),
("Christmasat <time-of-day>", -6.040254711277414),
("from|since|after <time>year (latent)", -4.941642422609305),
("hhhmmon <day>", -5.123963979403259),
("yesterday<time-of-day> am|pm", -6.040254711277414),
("<day-of-month> (ordinal)July", -5.3471075307174685),
-6.041444479413003),
("Sundayyear (latent)", -5.125153747538848),
("Christmasat <time-of-day>", -6.041444479413003),
("from|since|after <time>year (latent)", -4.942832190744893),
("hhhmmon <day>", -5.125153747538848),
("yesterday<time-of-day> am|pm", -6.041444479413003),
("<day-of-month> (ordinal)July", -5.3482972988530575),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-6.040254711277414),
("mm/ddyear (latent)", -6.040254711277414),
-6.041444479413003),
("mm/ddyear (latent)", -6.041444479413003),
("Thursday<time-of-day> - <time-of-day> (interval)",
-6.040254711277414),
-6.041444479413003),
("in|during <named-month>|yearyear (latent)",
-6.040254711277414),
("at <time-of-day>intersect", -5.123963979403259),
("hh:mmyear (latent)", -4.653960350157523),
("Holiyear (latent)", -6.040254711277414),
("until <time><time-of-day> am|pm", -6.040254711277414),
-6.041444479413003),
("at <time-of-day>intersect", -5.125153747538848),
("hh:mmyear (latent)", -4.655150118293112),
("Holiyear (latent)", -6.041444479413003),
("until <time><time-of-day> am|pm", -6.041444479413003),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.634789603169249),
("dayminute", -3.1780538303479458),
("yyyy-mm-ddhh:mm", -5.634789603169249),
("intersectfrom|since|after <time>", -5.634789603169249),
("intersectSeptember", -4.168452534375823),
("minuteday", -2.883254290127301),
-5.635979371304838),
("dayminute", -3.1792435984835343),
("yyyy-mm-ddhh:mm", -5.635979371304838),
("intersectfrom|since|after <time>", -5.635979371304838),
("intersectSeptember", -4.169642302511411),
("minuteday", -2.8844440582628894),
("absorption of , after named dayintersect",
-6.040254711277414),
("intersectyear (latent)", -6.040254711277414),
("Februaryin|during the <part-of-day>", -6.040254711277414),
-6.041444479413003),
("intersectyear (latent)", -6.041444479413003),
("Februaryin|during the <part-of-day>", -6.041444479413003),
("<duration> after|before|from|past <time>December",
-6.040254711277414),
("time-of-day (latent)July", -5.3471075307174685),
("Saturdayyear (latent)", -6.040254711277414),
-6.041444479413003),
("time-of-day (latent)July", -5.3482972988530575),
("Saturdayyear (latent)", -6.041444479413003),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-6.040254711277414),
("at <time-of-day>on <day>", -5.123963979403259),
-6.041444479413003),
("at <time-of-day>on <day>", -5.125153747538848),
("absorption of , after named daySeptember",
-4.787491742782046),
("Naraka Chaturdashiyear (latent)", -6.040254711277414),
("from|since|after <time>on <day>", -5.123963979403259),
("dayweek", -6.040254711277414),
("Easter Sundayyear (latent)", -5.634789603169249),
("Thursday<time-of-day> am|pm", -4.787491742782046),
("weekyear", -5.634789603169249),
("time-of-day (latent)Thursday", -5.634789603169249),
-4.788681510917635),
("Naraka Chaturdashiyear (latent)", -6.041444479413003),
("from|since|after <time>on <day>", -5.125153747538848),
("dayweek", -6.041444479413003),
("Easter Sundayyear (latent)", -5.635979371304838),
("Thursday<time-of-day> am|pm", -4.788681510917635),
("weekyear", -5.635979371304838),
("time-of-day (latent)Thursday", -5.635979371304838),
("<named-month> <day-of-month> (non ordinal)until <time>",
-6.040254711277414),
("<day-of-month> (ordinal)April", -6.040254711277414),
-6.041444479413003),
("<day-of-month> (ordinal)April", -6.041444479413003),
("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-5.634789603169249),
-5.635979371304838),
("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-5.3471075307174685),
("Sundayfrom|since|after <time>", -6.040254711277414),
("absorption of , after named dayFebruary", -5.123963979403259),
-5.3482972988530575),
("Sundayfrom|since|after <time>", -6.041444479413003),
("absorption of , after named dayFebruary", -5.125153747538848),
("time-of-day (latent)in|during the <part-of-day>",
-5.634789603169249),
-5.635979371304838),
("July<integer> to|till|before <hour-of-day>",
-6.040254711277414),
("tomorrowat <time-of-day>", -6.040254711277414),
("daynograin", -5.634789603169249),
-6.041444479413003),
("tomorrowat <time-of-day>", -6.041444479413003),
("daynograin", -5.635979371304838),
("<integer> to|till|before <hour-of-day>July",
-5.634789603169249),
("last <cycle> of <time>year (latent)", -5.634789603169249),
("tomorrow<time-of-day> am|pm", -6.040254711277414),
-5.635979371304838),
("last <cycle> of <time>year (latent)", -5.635979371304838),
("tomorrow<time-of-day> am|pm", -6.041444479413003),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-5.3471075307174685),
("Diwaliyear (latent)", -5.634789603169249),
-5.3482972988530575),
("Diwaliyear (latent)", -5.635979371304838),
("<time-of-day> - <time-of-day> (interval)July",
-6.040254711277414),
("Fridayyear (latent)", -5.634789603169249),
("time-of-day (latent)April", -6.040254711277414),
("minuteyear", -3.8430301339411947)],
-6.041444479413003),
("Fridayyear (latent)", -5.635979371304838),
("time-of-day (latent)April", -6.041444479413003),
("minuteyear", -3.8442199020767833)],
n = 275}}),
("one eleven",
Classifier{okData =
@ -1597,15 +1603,14 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -0.14051128673393956,
unseen = -5.4680601411351315,
ClassData{prior = -0.1399485269451561, unseen = -5.472270673671475,
likelihoods =
HashMap.fromList
[("integer (numeric)", -2.575249610241474e-2),
("intersect 2 numbers", -4.07753744390572)],
n = 232},
[("integer (numeric)", -2.564243061333767e-2),
("intersect 2 numbers", -4.081765780015241)],
n = 233},
koData =
ClassData{prior = -2.031900596910836, unseen = -3.6888794541139363,
ClassData{prior = -2.035638919021443, unseen = -3.6888794541139363,
likelihoods =
HashMap.fromList
[("integer (numeric)", -1.5841201044498106),

View File

@ -83,10 +83,10 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.5953949971000688, unseen = -6.115892125483034,
likelihoods = HashMap.fromList [("", 0.0)], n = 451},
ClassData{prior = -0.5944019040208381, unseen = -6.118097198041348,
likelihoods = HashMap.fromList [("", 0.0)], n = 452},
koData =
ClassData{prior = -0.8015004885481768, unseen = -5.910796644040527,
ClassData{prior = -0.8027222357984991, unseen = -5.910796644040527,
likelihoods = HashMap.fromList [("", 0.0)], n = 367}}),
("<year> (bc|ad)",
Classifier{okData =
@ -780,6 +780,13 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Ganesh Chaturthi",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("July",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.5553480614894135,
@ -868,446 +875,446 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.4679005790489568,
unseen = -7.1252830915107115,
ClassData{prior = -0.4671168669733446,
unseen = -7.1276936993473985,
likelihoods =
HashMap.fromList
[("Navaratriyear (latent)", -6.431331081933479),
("Father's Dayyear (latent)", -6.431331081933479),
("Karva Chauthyear (latent)", -6.431331081933479),
[("Navaratriyear (latent)", -6.4337436283388625),
("Father's Dayyear (latent)", -6.4337436283388625),
("Karva Chauthyear (latent)", -6.4337436283388625),
("<day-of-month> (ordinal)in|during the <part-of-day>",
-6.431331081933479),
("Maha Shivaratriyear (latent)", -6.431331081933479),
("Ramadanyear (latent)", -5.178568113438111),
-6.4337436283388625),
("Maha Shivaratriyear (latent)", -6.4337436283388625),
("Ramadanyear (latent)", -5.180980659843494),
("<datetime> - <datetime> (interval)on <day>",
-5.045036720813588),
("Bhai Doojyear (latent)", -6.431331081933479),
("hourday", -4.416428061391214),
("dayhour", -3.486892102767038),
-5.047449267218972),
("Bhai Doojyear (latent)", -6.4337436283388625),
("hourday", -4.418840607796598),
("dayhour", -3.4893046491724222),
("<time-of-day> - <time-of-day> (interval)on <day>",
-5.045036720813588),
("Martin Luther King's Dayyear (latent)", -6.025865973825314),
("Shemini Atzeretyear (latent)", -6.431331081933479),
("daymonth", -4.416428061391214),
("monthday", -6.025865973825314),
("monthyear", -4.639571612705423),
("Yom Ha'atzmautyear (latent)", -6.431331081933479),
("Vijayadashamiyear (latent)", -6.431331081933479),
("Thanksgiving Dayyear (latent)", -5.332718793265369),
("Thai Pongalyear (latent)", -5.738183901373533),
("Thiru Onamyear (latent)", -5.738183901373533),
("hhhmmabsorption of , after named day", -6.431331081933479),
("Tuesdaythe <day-of-month> (ordinal)", -6.431331081933479),
-5.047449267218972),
("Martin Luther King's Dayyear (latent)", -6.028278520230698),
("Shemini Atzeretyear (latent)", -6.4337436283388625),
("daymonth", -4.418840607796598),
("monthday", -6.028278520230698),
("monthyear", -4.641984159110808),
("Yom Ha'atzmautyear (latent)", -6.4337436283388625),
("Vijayadashamiyear (latent)", -6.4337436283388625),
("Thanksgiving Dayyear (latent)", -5.3351313396707525),
("Thai Pongalyear (latent)", -5.740596447778917),
("Thiru Onamyear (latent)", -5.740596447778917),
("hhhmmabsorption of , after named day", -6.4337436283388625),
("Tuesdaythe <day-of-month> (ordinal)", -6.4337436283388625),
("from <datetime> - <datetime> (interval)July",
-5.515040350059324),
("<day-of-month> (ordinal)Wednesday", -6.431331081933479),
("Krishna Janmashtamiyear (latent)", -6.025865973825314),
("Guru Gobind Singh Jayantiyear (latent)", -6.431331081933479),
("houryear", -5.515040350059324),
-5.517452896464707),
("<day-of-month> (ordinal)Wednesday", -6.4337436283388625),
("Krishna Janmashtamiyear (latent)", -6.028278520230698),
("Guru Gobind Singh Jayantiyear (latent)", -6.4337436283388625),
("houryear", -5.517452896464707),
("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-6.431331081933479),
("Christmas<time-of-day> am|pm", -6.431331081933479),
-6.4337436283388625),
("Christmas<time-of-day> am|pm", -6.4337436283388625),
("last <day-of-week> of <time>year (latent)",
-6.431331081933479),
-6.4337436283388625),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.738183901373533),
("intersectin|during <named-month>|year", -6.431331081933479),
("<time-of-day> am|pmintersect", -5.178568113438111),
("Earth Houryear (latent)", -6.431331081933479),
("Octoberyear (latent)", -4.927253685157205),
("intersect<time-of-day> am|pm", -6.431331081933479),
("Mattu Pongalyear (latent)", -6.431331081933479),
("Shavuotyear (latent)", -6.431331081933479),
("Parsi New Yearyear (latent)", -5.515040350059324),
-5.740596447778917),
("intersectin|during <named-month>|year", -6.4337436283388625),
("<time-of-day> am|pmintersect", -5.180980659843494),
("Earth Houryear (latent)", -6.4337436283388625),
("Ganesh Chaturthiyear (latent)", -6.4337436283388625),
("Octoberyear (latent)", -4.929666231562589),
("intersect<time-of-day> am|pm", -6.4337436283388625),
("Mattu Pongalyear (latent)", -6.4337436283388625),
("Shavuotyear (latent)", -6.4337436283388625),
("Parsi New Yearyear (latent)", -5.517452896464707),
("at <time-of-day>in|within|after <duration>",
-6.431331081933479),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.431331081933479),
("todayin|within|after <duration>", -6.431331081933479),
-6.4337436283388625),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.4337436283388625),
("todayin|within|after <duration>", -6.4337436283388625),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-6.025865973825314),
("Marchyear (latent)", -6.431331081933479),
-6.028278520230698),
("Marchyear (latent)", -6.4337436283388625),
("intersect by \",\", \"of\", \"from\", \"'s\"hhhmm",
-6.025865973825314),
("Sukkotyear (latent)", -6.025865973825314),
("hhhmmintersect", -6.025865973825314),
-6.028278520230698),
("Sukkotyear (latent)", -6.028278520230698),
("hhhmmintersect", -6.028278520230698),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-6.025865973825314),
("Clean Mondayyear (latent)", -6.025865973825314),
("monthhour", -6.025865973825314),
-6.028278520230698),
("Clean Mondayyear (latent)", -6.028278520230698),
("monthhour", -6.028278520230698),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.738183901373533),
("todayat <time-of-day>", -6.431331081933479),
("Thursday<time> timezone", -4.033435809135108),
("time-of-day (latent)tonight", -6.025865973825314),
("from|since|after <time>December", -6.431331081933479),
("dd/mm<time-of-day> am|pm", -6.431331081933479),
("<time-of-day> am|pmon <day>", -4.416428061391214),
-5.740596447778917),
("todayat <time-of-day>", -6.4337436283388625),
("Thursday<time> timezone", -4.035848355540492),
("time-of-day (latent)tonight", -6.028278520230698),
("from|since|after <time>December", -6.4337436283388625),
("dd/mm<time-of-day> am|pm", -6.4337436283388625),
("<time-of-day> am|pmon <day>", -4.418840607796598),
("this <time>hh(:mm) - <time-of-day> am|pm",
-6.431331081933479),
("yyyy-mm-ddhh:mm:ss", -6.025865973825314),
("dayday", -3.7232808808312687),
("dd/mmat <time-of-day>", -6.431331081933479),
("<time> <part-of-day>at <time-of-day>", -6.431331081933479),
("tonightat <time-of-day>", -6.431331081933479),
-6.4337436283388625),
("yyyy-mm-ddhh:mm:ss", -6.028278520230698),
("dayday", -3.7256934272366524),
("dd/mmat <time-of-day>", -6.4337436283388625),
("<time> <part-of-day>at <time-of-day>", -6.4337436283388625),
("tonightat <time-of-day>", -6.4337436283388625),
("<time-of-day> am|pmabsorption of , after named day",
-5.738183901373533),
-5.740596447778917),
("Dayananda Saraswati Jayantiyear (latent)",
-6.431331081933479),
("today<time-of-day> am|pm", -6.431331081933479),
("Februarythe <day-of-month> (ordinal)", -6.025865973825314),
("at <time-of-day><time> <part-of-day>", -6.431331081933479),
("<day-of-month> (ordinal)intersect", -6.025865973825314),
("hourhour", -4.351889540253643),
("Mahavir Jayantiyear (latent)", -6.025865973825314),
("Navaratriin|during <named-month>|year", -6.431331081933479),
("Wednesdaythis|last|next <cycle>", -6.431331081933479),
("Lentyear (latent)", -6.431331081933479),
-6.4337436283388625),
("today<time-of-day> am|pm", -6.4337436283388625),
("Februarythe <day-of-month> (ordinal)", -6.028278520230698),
("at <time-of-day><time> <part-of-day>", -6.4337436283388625),
("<day-of-month> (ordinal)intersect", -6.028278520230698),
("hourhour", -4.354302086659026),
("Mahavir Jayantiyear (latent)", -6.028278520230698),
("Navaratriin|during <named-month>|year", -6.4337436283388625),
("Wednesdaythis|last|next <cycle>", -6.4337436283388625),
("Lentyear (latent)", -6.4337436283388625),
("intersect<named-month> <day-of-month> (non ordinal)",
-4.559528905031887),
("Boghiyear (latent)", -6.431331081933479),
("dayyear", -1.8514787039296772),
-4.561941451437272),
("Boghiyear (latent)", -6.4337436283388625),
("dayyear", -1.8487761496682908),
("Karva Chauthin|during <named-month>|year",
-6.431331081933479),
("Thursdayfrom|since|after <time>", -6.025865973825314),
-6.4337436283388625),
("Thursdayfrom|since|after <time>", -6.028278520230698),
("<time-of-day> o'clockin|during the <part-of-day>",
-6.431331081933479),
("Thursdayat <time-of-day>", -5.738183901373533),
("Islamic New Yearyear (latent)", -6.025865973825314),
("Laylat al-Qadryear (latent)", -5.515040350059324),
("Shrove Tuesdayyear (latent)", -6.431331081933479),
-6.4337436283388625),
("Thursdayat <time-of-day>", -5.740596447778917),
("Islamic New Yearyear (latent)", -6.028278520230698),
("Laylat al-Qadryear (latent)", -5.517452896464707),
("Shrove Tuesdayyear (latent)", -6.4337436283388625),
("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-5.738183901373533),
("<time-of-day> am|pmtomorrow", -5.738183901373533),
("Yom Kippuryear (latent)", -6.431331081933479),
("<day-of-month> (ordinal)Tuesday", -6.025865973825314),
("<part-of-day> of <time>year (latent)", -6.431331081933479),
("minutehour", -5.178568113438111),
("Kaanum Pongalyear (latent)", -6.025865973825314),
("Maha Saptamiyear (latent)", -6.431331081933479),
-5.740596447778917),
("<time-of-day> am|pmtomorrow", -5.740596447778917),
("Yom Kippuryear (latent)", -6.4337436283388625),
("<day-of-month> (ordinal)Tuesday", -6.028278520230698),
("<part-of-day> of <time>year (latent)", -6.4337436283388625),
("minutehour", -5.180980659843494),
("Kaanum Pongalyear (latent)", -6.028278520230698),
("Maha Saptamiyear (latent)", -6.4337436283388625),
("at <time-of-day>in|during the <part-of-day>",
-6.025865973825314),
("time-of-day (latent)tomorrow", -5.515040350059324),
("part of daysat <time-of-day>", -6.025865973825314),
-6.028278520230698),
("time-of-day (latent)tomorrow", -5.517452896464707),
("part of daysat <time-of-day>", -6.028278520230698),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-4.416428061391214),
("for <duration> from <time>December", -6.431331081933479),
("tomorrow<time-of-day> sharp|exactly", -6.431331081933479),
-4.418840607796598),
("for <duration> from <time>December", -6.4337436283388625),
("tomorrow<time-of-day> sharp|exactly", -6.4337436283388625),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.178568113438111),
-5.180980659843494),
("intersect by \",\", \"of\", \"from\" for yearhhhmm",
-5.178568113438111),
("time-of-day (latent)this <part-of-day>", -6.431331081933479),
("Pentecostyear (latent)", -6.431331081933479),
-5.180980659843494),
("time-of-day (latent)this <part-of-day>", -6.4337436283388625),
("Pentecostyear (latent)", -6.4337436283388625),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.178568113438111),
("<day-of-month> (ordinal)February", -6.431331081933479),
("Eid al-Fitryear (latent)", -5.045036720813588),
-5.180980659843494),
("<day-of-month> (ordinal)February", -6.4337436283388625),
("Eid al-Fitryear (latent)", -5.047449267218972),
("Vasant Panchamiin|during <named-month>|year",
-6.431331081933479),
("Mondayin|during the <part-of-day>", -6.431331081933479),
("Chhathin|during <named-month>|year", -6.431331081933479),
("Diwaliin|during <named-month>|year", -6.431331081933479),
("Vaisakhiin|during <named-month>|year", -6.431331081933479),
("Guru Ravidass Jayantiyear (latent)", -5.178568113438111),
("Raksha Bandhanyear (latent)", -6.431331081933479),
("daysecond", -6.025865973825314),
-6.4337436283388625),
("Mondayin|during the <part-of-day>", -6.4337436283388625),
("Chhathin|during <named-month>|year", -6.4337436283388625),
("Diwaliin|during <named-month>|year", -6.4337436283388625),
("Vaisakhiin|during <named-month>|year", -6.4337436283388625),
("Guru Ravidass Jayantiyear (latent)", -5.180980659843494),
("Raksha Bandhanyear (latent)", -6.4337436283388625),
("daysecond", -6.028278520230698),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-6.025865973825314),
("Ratha-Yatrayear (latent)", -6.431331081933479),
("Ashurayear (latent)", -6.431331081933479),
("Tuesdayin|during <named-month>|year", -6.431331081933479),
("Chinese New Yearyear (latent)", -6.431331081933479),
("tomorrowintersect", -6.431331081933479),
("Lag BaOmeryear (latent)", -6.431331081933479),
-6.028278520230698),
("Ratha-Yatrayear (latent)", -6.4337436283388625),
("Ashurayear (latent)", -6.4337436283388625),
("Tuesdayin|during <named-month>|year", -6.4337436283388625),
("Chinese New Yearyear (latent)", -6.4337436283388625),
("tomorrowintersect", -6.4337436283388625),
("Lag BaOmeryear (latent)", -6.4337436283388625),
("last weekend of <named-month>year (latent)",
-6.431331081933479),
("Eid al-Adhayear (latent)", -4.291264918437208),
("intersectin|during the <part-of-day>", -6.431331081933479),
("Palm Sundayyear (latent)", -6.431331081933479),
("Christmasat <time-of-day>", -6.431331081933479),
("Passoveryear (latent)", -6.431331081933479),
("Lazarus Saturdayyear (latent)", -6.431331081933479),
-6.4337436283388625),
("Eid al-Adhayear (latent)", -4.293677464842592),
("intersectin|during the <part-of-day>", -6.4337436283388625),
("Palm Sundayyear (latent)", -6.4337436283388625),
("Christmasat <time-of-day>", -6.4337436283388625),
("Passoveryear (latent)", -6.4337436283388625),
("Lazarus Saturdayyear (latent)", -6.4337436283388625),
("<day-of-month> (ordinal or number) <named-month>year (latent)",
-6.431331081933479),
("hhhmmon <day>", -5.515040350059324),
("Yom HaShoahyear (latent)", -6.025865973825314),
-6.4337436283388625),
("hhhmmon <day>", -5.517452896464707),
("Yom HaShoahyear (latent)", -6.028278520230698),
("Thursday<datetime> - <datetime> (interval)",
-6.025865973825314),
-6.028278520230698),
("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
-6.431331081933479),
("Septemberyear (latent)", -6.025865973825314),
-6.4337436283388625),
("Septemberyear (latent)", -6.028278520230698),
("Thursday<time-of-day> - <time-of-day> (interval)",
-4.927253685157205),
("Halloweenyear (latent)", -6.431331081933479),
-4.929666231562589),
("Halloweenyear (latent)", -6.4337436283388625),
("<ordinal> last <cycle> of <time>year (latent)",
-6.025865973825314),
-6.028278520230698),
("from <time-of-day> - <time-of-day> (interval)on <day>",
-5.738183901373533),
-5.740596447778917),
("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
-6.431331081933479),
("at <time-of-day>intersect", -5.515040350059324),
("Rosh Hashanahyear (latent)", -5.738183901373533),
("Dhanterasyear (latent)", -6.431331081933479),
("Tu BiShvatyear (latent)", -6.431331081933479),
("<day-of-month> (ordinal)December", -5.738183901373533),
("Holiyear (latent)", -5.738183901373533),
-6.4337436283388625),
("at <time-of-day>intersect", -5.517452896464707),
("Rosh Hashanahyear (latent)", -5.740596447778917),
("Dhanterasyear (latent)", -6.4337436283388625),
("Tu BiShvatyear (latent)", -6.4337436283388625),
("<day-of-month> (ordinal)December", -5.740596447778917),
("Holiyear (latent)", -5.740596447778917),
("<time-of-day> - <time-of-day> (interval)tomorrow",
-6.431331081933479),
("Holika Dahanyear (latent)", -5.738183901373533),
-6.4337436283388625),
("Holika Dahanyear (latent)", -5.740596447778917),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-6.025865973825314),
("dayminute", -3.081426994658874),
("Mawlidyear (latent)", -6.431331081933479),
-6.028278520230698),
("dayminute", -3.083839541064258),
("Mawlidyear (latent)", -6.4337436283388625),
("from <datetime> - <datetime> (interval)on <day>",
-6.025865973825314),
-6.028278520230698),
("<datetime> - <datetime> (interval)tomorrow",
-6.431331081933479),
("Jumu'atul-Widayear (latent)", -5.515040350059324),
("minuteday", -2.6936614636501104),
-6.4337436283388625),
("Jumu'atul-Widayear (latent)", -5.517452896464707),
("minuteday", -2.6960740100554945),
("absorption of , after named dayintersect",
-5.738183901373533),
("intersectyear (latent)", -6.431331081933479),
("Orthodox Easter Sundayyear (latent)", -6.431331081933479),
-5.740596447778917),
("intersectyear (latent)", -6.4337436283388625),
("Orthodox Easter Sundayyear (latent)", -6.4337436283388625),
("time-of-day (latent)in|within|after <duration>",
-6.431331081933479),
-6.4337436283388625),
("<ordinal> <cycle> of <time>year (latent)",
-6.431331081933479),
("intersecthhhmm", -6.025865973825314),
-6.4337436283388625),
("intersecthhhmm", -6.028278520230698),
("the <day-of-month> (ordinal)in|during the <part-of-day>",
-6.431331081933479),
("Mothering Sundayyear (latent)", -6.025865973825314),
("Boss's Dayyear (latent)", -6.025865973825314),
-6.4337436283388625),
("Mothering Sundayyear (latent)", -6.028278520230698),
("Boss's Dayyear (latent)", -6.028278520230698),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-6.431331081933479),
("Global Youth Service Dayyear (latent)", -6.431331081933479),
("Dhanterasin|during <named-month>|year", -6.431331081933479),
("Tisha B'Avyear (latent)", -6.431331081933479),
("Isra and Mi'rajyear (latent)", -5.515040350059324),
("at <time-of-day>on <day>", -4.821893169499378),
-6.4337436283388625),
("Global Youth Service Dayyear (latent)", -6.4337436283388625),
("Dhanterasin|during <named-month>|year", -6.4337436283388625),
("Tisha B'Avyear (latent)", -6.4337436283388625),
("Isra and Mi'rajyear (latent)", -5.517452896464707),
("at <time-of-day>on <day>", -4.824305715904762),
("at <time-of-day>absorption of , after named day",
-6.025865973825314),
-6.028278520230698),
("time-of-day (latent)<time> <part-of-day>",
-5.738183901373533),
("Christmasyear (latent)", -6.025865973825314),
("Naraka Chaturdashiyear (latent)", -6.025865973825314),
("Thai Pongalin|during <named-month>|year", -6.431331081933479),
("dayweek", -6.431331081933479),
("Easter Sundayyear (latent)", -5.738183901373533),
-5.740596447778917),
("Christmasyear (latent)", -6.028278520230698),
("Naraka Chaturdashiyear (latent)", -6.028278520230698),
("Thai Pongalin|during <named-month>|year",
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("dayweek", -6.4337436283388625),
("Easter Sundayyear (latent)", -5.740596447778917),
("between <time-of-day> and <time-of-day> (interval)on <day>",
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("weekyear", -5.332718793265369),
("King's Dayyear (latent)", -4.927253685157205),
("hh:mmin|during the <part-of-day>", -5.515040350059324),
-6.028278520230698),
("weekyear", -5.3351313396707525),
("King's Dayyear (latent)", -4.929666231562589),
("hh:mmin|during the <part-of-day>", -5.517452896464707),
("<cycle> after|before <time><time-of-day> am|pm",
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("Hanukkahyear (latent)", -5.738183901373533),
("February<time> <part-of-day>", -6.431331081933479),
-6.028278520230698),
("Hanukkahyear (latent)", -5.740596447778917),
("February<time> <part-of-day>", -6.4337436283388625),
("time-of-day (latent)in|during the <part-of-day>",
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("Great Lentyear (latent)", -6.431331081933479),
("tomorrowat <time-of-day>", -5.738183901373533),
-6.4337436283388625),
("Great Lentyear (latent)", -6.4337436283388625),
("tomorrowat <time-of-day>", -5.740596447778917),
("hhmm (latent)in|during the <part-of-day>",
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("Ugadiyear (latent)", -5.045036720813588),
("Vaisakhiyear (latent)", -5.738183901373533),
-6.4337436283388625),
("Ugadiyear (latent)", -5.047449267218972),
("Vaisakhiyear (latent)", -5.740596447778917),
("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-5.738183901373533),
("last <cycle> of <time>year (latent)", -5.738183901373533),
("at <time-of-day>tomorrow", -6.025865973825314),
("tomorrow<time-of-day> am|pm", -6.431331081933479),
-5.740596447778917),
("last <cycle> of <time>year (latent)", -5.740596447778917),
("at <time-of-day>tomorrow", -6.028278520230698),
("tomorrow<time-of-day> am|pm", -6.4337436283388625),
("<named-month> <day-of-month> (non ordinal)year (latent)",
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("Diwaliyear (latent)", -6.431331081933479),
("between <time> and <time>on <day>", -6.025865973825314),
("Black Fridayyear (latent)", -6.025865973825314),
-6.4337436283388625),
("Diwaliyear (latent)", -6.4337436283388625),
("between <time> and <time>on <day>", -6.028278520230698),
("Black Fridayyear (latent)", -6.028278520230698),
("the <ordinal> last <cycle> of <time>year (latent)",
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-6.4337436283388625),
("in|during the <part-of-day>at <time-of-day>",
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("Chhathyear (latent)", -6.025865973825314),
("Vasant Panchamiyear (latent)", -6.431331081933479),
("Rabindra Jayantiyear (latent)", -5.178568113438111),
("St Patrick's Dayyear (latent)", -6.431331081933479),
("Thursday<time> (timezone)", -6.431331081933479),
-6.4337436283388625),
("Chhathyear (latent)", -6.028278520230698),
("Vasant Panchamiyear (latent)", -6.4337436283388625),
("Rabindra Jayantiyear (latent)", -5.180980659843494),
("St Patrick's Dayyear (latent)", -6.4337436283388625),
("Thursday<time> (timezone)", -6.4337436283388625),
("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-6.431331081933479),
("Pargat Diwasyear (latent)", -5.178568113438111),
("August Bank Holidayyear (latent)", -5.738183901373533),
("<datetime> - <datetime> (interval)July", -6.025865973825314),
-6.4337436283388625),
("Pargat Diwasyear (latent)", -5.180980659843494),
("August Bank Holidayyear (latent)", -5.740596447778917),
("<datetime> - <datetime> (interval)July", -6.028278520230698),
("on <day><named-month> <day-of-month> (non ordinal)",
-5.738183901373533),
("Februaryintersect", -6.431331081933479),
("Simchat Torahyear (latent)", -6.431331081933479),
("minuteyear", -6.431331081933479)],
n = 476},
-5.740596447778917),
("Februaryintersect", -6.4337436283388625),
("Simchat Torahyear (latent)", -6.4337436283388625),
("minuteyear", -6.4337436283388625)],
n = 477},
koData =
ClassData{prior = -0.9843441951191707, unseen = -6.755768921984256,
ClassData{prior = -0.9856591197004798, unseen = -6.756932389247553,
likelihoods =
HashMap.fromList
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[("Thursdayhhhmm", -4.558544344648036),
("time-of-day (latent)<time-of-day> - <time-of-day> (interval)",
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("hourday", -3.6635616461296463),
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("hourday", -3.6647264686259398),
("<hour-of-day> <integer><time-of-day> am|pm",
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("<day-of-month> (ordinal)August", -6.061456918928017),
("dayhour", -3.3873082695014882),
("<time> timezoneyear (latent)", -5.368309738368072),
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("<day-of-month> (ordinal)August", -6.06262174142431),
("dayhour", -3.3884730919977812),
("<time> timezoneyear (latent)", -5.369474560864365),
("<time-of-day> - <time-of-day> (interval)on <day>",
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("Tuesdayfrom|since|after <time>", -5.368309738368072),
("daymonth", -3.3873082695014882),
("monthyear", -4.808693950432649),
("<time-of-day> am|pmyear (latent)", -5.368309738368072),
("Thai Pongalyear (latent)", -5.368309738368072),
("intersecthh:mm", -6.061456918928017),
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("Tuesdayfrom|since|after <time>", -5.369474560864365),
("daymonth", -3.3884730919977812),
("monthyear", -4.809858772928942),
("<time-of-day> am|pmyear (latent)", -5.369474560864365),
("Thai Pongalyear (latent)", -5.369474560864365),
("intersecthh:mm", -6.06262174142431),
("from <datetime> - <datetime> (interval)July",
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("<day-of-month> (ordinal)Wednesday", -6.061456918928017),
("houryear", -4.675162557808126),
-5.657156633316146),
("<day-of-month> (ordinal)Wednesday", -6.06262174142431),
("houryear", -4.67632738030442),
("from <time-of-day> - <time-of-day> (interval)July",
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("<day-of-month> (ordinal)October", -6.061456918928017),
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("<day-of-month> (ordinal)October", -6.06262174142431),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
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("hournograin", -4.808693950432649),
("<time-of-day> am|pmintersect", -4.808693950432649),
("Octoberyear (latent)", -6.061456918928017),
-5.369474560864365),
("hournograin", -4.809858772928942),
("<time-of-day> am|pmintersect", -4.809858772928942),
("Octoberyear (latent)", -6.06262174142431),
("time-of-day (latent)intersect by \",\", \"of\", \"from\", \"'s\"",
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("until <time>on <day>", -5.368309738368072),
("time-of-day (latent)intersect", -5.368309738368072),
("todayin <number> (implicit minutes)", -6.061456918928017),
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("until <time>on <day>", -5.369474560864365),
("time-of-day (latent)intersect", -5.369474560864365),
("todayin <number> (implicit minutes)", -6.06262174142431),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
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("about|exactly <time-of-day>year (latent)",
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("hh:mmon <day>", -4.808693950432649),
("hhhmmintersect", -5.655991810819852),
("absorption of , after named dayJuly", -5.145166187053862),
("from|since|after <time>July", -5.655991810819852),
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("about|exactly <time-of-day>year (latent)", -6.06262174142431),
("hh:mmon <day>", -4.809858772928942),
("hhhmmintersect", -5.657156633316146),
("absorption of , after named dayJuly", -5.146331009550155),
("from|since|after <time>July", -5.657156633316146),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
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("Clean Mondayyear (latent)", -6.061456918928017),
("monthhour", -6.061456918928017),
-5.146331009550155),
("Clean Mondayyear (latent)", -6.06262174142431),
("monthhour", -6.06262174142431),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
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("hourmonth", -4.189654742026425),
("todayat <time-of-day>", -6.061456918928017),
("Bank Holidayyear (latent)", -5.368309738368072),
("hhhmmyear (latent)", -4.808693950432649),
("from|since|after <time>December", -6.061456918928017),
-5.657156633316146),
("hourmonth", -4.190819564522719),
("todayat <time-of-day>", -6.06262174142431),
("Bank Holidayyear (latent)", -5.369474560864365),
("hhhmmyear (latent)", -4.809858772928942),
("from|since|after <time>December", -6.06262174142431),
("from|since|after <time><time-of-day> am|pm",
-6.061456918928017),
("<time-of-day> am|pmon <day>", -4.808693950432649),
("Mondayyear (latent)", -5.368309738368072),
("dayday", -4.675162557808126),
("dd/mmat <time-of-day>", -5.655991810819852),
("on <day>September", -5.368309738368072),
("time-of-day (latent)September", -5.655991810819852),
("hourhour", -4.962844630259907),
("time-of-day (latent)on <day>", -4.557379522151743),
("Thursdaydd/mm", -6.061456918928017),
-6.06262174142431),
("<time-of-day> am|pmon <day>", -4.809858772928942),
("Mondayyear (latent)", -5.369474560864365),
("dayday", -4.67632738030442),
("dd/mmat <time-of-day>", -5.657156633316146),
("on <day>September", -5.369474560864365),
("time-of-day (latent)September", -5.657156633316146),
("hourhour", -4.9640094527562),
("time-of-day (latent)on <day>", -4.558544344648036),
("Thursdaydd/mm", -6.06262174142431),
("time-of-day (latent)<cycle> after|before <time>",
-5.655991810819852),
("dayyear", -3.0410320327836544),
("New Year's Dayyear (latent)", -5.145166187053862),
("time-of-day (latent)Sunday", -5.655991810819852),
("Thursdayfrom|since|after <time>", -4.356708826689592),
("Thursdayat <time-of-day>", -4.4520190064939165),
-5.657156633316146),
("dayyear", -3.0421968552799474),
("New Year's Dayyear (latent)", -5.146331009550155),
("time-of-day (latent)Sunday", -5.657156633316146),
("Thursdayfrom|since|after <time>", -4.357873649185885),
("Thursdayat <time-of-day>", -4.45318382899021),
("<integer> to|till|before <hour-of-day>September",
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("Aprilyear (latent)", -6.061456918928017),
("the <day-of-month> (ordinal)July", -6.061456918928017),
("the <day-of-month> (number)July", -6.061456918928017),
("monthminute", -6.061456918928017),
("hourminute", -5.368309738368072),
("<time-of-day> am|pmtomorrow", -6.061456918928017),
("Thursdayhh:mm", -5.145166187053862),
("<day-of-month> (ordinal)Tuesday", -5.655991810819852),
("minutemonth", -3.921390755431746),
("time-of-day (latent)Friday", -5.655991810819852),
("minutehour", -6.061456918928017),
("Augustyear (latent)", -5.655991810819852),
("week-endin|during <named-month>|year", -6.061456918928017),
("time-of-day (latent)Tuesday", -5.655991810819852),
-6.06262174142431),
("Aprilyear (latent)", -6.06262174142431),
("the <day-of-month> (ordinal)July", -6.06262174142431),
("the <day-of-month> (number)July", -6.06262174142431),
("monthminute", -6.06262174142431),
("hourminute", -5.369474560864365),
("<time-of-day> am|pmtomorrow", -6.06262174142431),
("Thursdayhh:mm", -5.146331009550155),
("<day-of-month> (ordinal)Tuesday", -5.657156633316146),
("minutemonth", -3.922555577928039),
("time-of-day (latent)Friday", -5.657156633316146),
("minutehour", -6.06262174142431),
("Augustyear (latent)", -5.657156633316146),
("week-endin|during <named-month>|year", -6.06262174142431),
("time-of-day (latent)Tuesday", -5.657156633316146),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-6.061456918928017),
-6.06262174142431),
("dd/mm<time-of-day> - <time-of-day> (interval)",
-5.655991810819852),
("Sundayyear (latent)", -5.145166187053862),
("Christmasat <time-of-day>", -6.061456918928017),
("from|since|after <time>year (latent)", -4.962844630259907),
("dd/mmyear (latent)", -6.061456918928017),
("hhhmmon <day>", -5.145166187053862),
("yesterday<time-of-day> am|pm", -6.061456918928017),
("<day-of-month> (ordinal)July", -5.368309738368072),
-5.657156633316146),
("Sundayyear (latent)", -5.146331009550155),
("Christmasat <time-of-day>", -6.06262174142431),
("from|since|after <time>year (latent)", -4.9640094527562),
("dd/mmyear (latent)", -6.06262174142431),
("hhhmmon <day>", -5.146331009550155),
("yesterday<time-of-day> am|pm", -6.06262174142431),
("<day-of-month> (ordinal)July", -5.369474560864365),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-6.061456918928017),
-6.06262174142431),
("Thursday<time-of-day> - <time-of-day> (interval)",
-6.061456918928017),
-6.06262174142431),
("in|during <named-month>|yearyear (latent)",
-6.061456918928017),
("at <time-of-day>intersect", -5.145166187053862),
("hh:mmyear (latent)", -4.675162557808126),
("Holiyear (latent)", -6.061456918928017),
("until <time><time-of-day> am|pm", -6.061456918928017),
-6.06262174142431),
("at <time-of-day>intersect", -5.146331009550155),
("hh:mmyear (latent)", -4.67632738030442),
("Holiyear (latent)", -6.06262174142431),
("until <time><time-of-day> am|pm", -6.06262174142431),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.655991810819852),
("dayminute", -3.1992560379985484),
("yyyy-mm-ddhh:mm", -5.655991810819852),
("intersectfrom|since|after <time>", -5.655991810819852),
("intersectSeptember", -4.189654742026425),
("minuteday", -2.904456497777904),
("absorption of , after named dayintersect",
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("intersectyear (latent)", -6.061456918928017),
("Februaryin|during the <part-of-day>", -6.061456918928017),
-5.657156633316146),
("dayminute", -3.200420860494842),
("yyyy-mm-ddhh:mm", -5.657156633316146),
("intersectfrom|since|after <time>", -5.657156633316146),
("intersectSeptember", -4.190819564522719),
("minuteday", -2.905621320274197),
("absorption of , after named dayintersect", -6.06262174142431),
("intersectyear (latent)", -6.06262174142431),
("Februaryin|during the <part-of-day>", -6.06262174142431),
("<duration> after|before|from|past <time>December",
-6.061456918928017),
("time-of-day (latent)July", -5.368309738368072),
("Saturdayyear (latent)", -6.061456918928017),
-6.06262174142431),
("time-of-day (latent)July", -5.369474560864365),
("Saturdayyear (latent)", -6.06262174142431),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-6.061456918928017),
("at <time-of-day>on <day>", -5.145166187053862),
("time-of-day (latent)<time-of-day> am|pm", -6.061456918928017),
-6.06262174142431),
("at <time-of-day>on <day>", -5.146331009550155),
("time-of-day (latent)<time-of-day> am|pm", -6.06262174142431),
("absorption of , after named daySeptember",
-4.808693950432649),
("Naraka Chaturdashiyear (latent)", -6.061456918928017),
("from|since|after <time>on <day>", -5.145166187053862),
("dayweek", -6.061456918928017),
("Easter Sundayyear (latent)", -5.655991810819852),
("time-of-day (latent)at <time-of-day>", -5.368309738368072),
("Thursday<time-of-day> am|pm", -4.808693950432649),
("weekyear", -5.655991810819852),
("time-of-day (latent)Thursday", -5.655991810819852),
-4.809858772928942),
("Naraka Chaturdashiyear (latent)", -6.06262174142431),
("from|since|after <time>on <day>", -5.146331009550155),
("dayweek", -6.06262174142431),
("Easter Sundayyear (latent)", -5.657156633316146),
("time-of-day (latent)at <time-of-day>", -5.369474560864365),
("Thursday<time-of-day> am|pm", -4.809858772928942),
("weekyear", -5.657156633316146),
("time-of-day (latent)Thursday", -5.657156633316146),
("<named-month> <day-of-month> (non ordinal)until <time>",
-6.061456918928017),
("<day-of-month> (ordinal)April", -6.061456918928017),
-6.06262174142431),
("<day-of-month> (ordinal)April", -6.06262174142431),
("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-5.655991810819852),
-5.657156633316146),
("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-5.368309738368072),
("Sundayfrom|since|after <time>", -6.061456918928017),
("absorption of , after named dayFebruary", -5.145166187053862),
-5.369474560864365),
("Sundayfrom|since|after <time>", -6.06262174142431),
("absorption of , after named dayFebruary", -5.146331009550155),
("time-of-day (latent)in|during the <part-of-day>",
-5.655991810819852),
-5.657156633316146),
("July<integer> to|till|before <hour-of-day>",
-6.061456918928017),
("tomorrowat <time-of-day>", -6.061456918928017),
("daynograin", -5.655991810819852),
-6.06262174142431),
("tomorrowat <time-of-day>", -6.06262174142431),
("daynograin", -5.657156633316146),
("<integer> to|till|before <hour-of-day>July",
-5.655991810819852),
("last <cycle> of <time>year (latent)", -5.655991810819852),
("tomorrow<time-of-day> am|pm", -6.061456918928017),
-5.657156633316146),
("last <cycle> of <time>year (latent)", -5.657156633316146),
("tomorrow<time-of-day> am|pm", -6.06262174142431),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-5.368309738368072),
("Diwaliyear (latent)", -5.655991810819852),
-5.369474560864365),
("Diwaliyear (latent)", -5.657156633316146),
("<time-of-day> - <time-of-day> (interval)July",
-6.061456918928017),
("Fridayyear (latent)", -5.655991810819852),
("time-of-day (latent)April", -6.061456918928017),
("minuteyear", -3.8642323415917974)],
-6.06262174142431),
("Fridayyear (latent)", -5.657156633316146),
("time-of-day (latent)April", -6.06262174142431),
("minuteyear", -3.865397164088091)],
n = 284}}),
("one eleven",
Classifier{okData =
@ -1590,14 +1597,14 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -0.1463987030229403, unseen = -5.424950017481403,
ClassData{prior = -0.1457878134614987, unseen = -5.429345628954441,
likelihoods =
HashMap.fromList
[("integer (numeric)", -2.690745291992438e-2),
("intersect 2 numbers", -4.034240638152395)],
n = 222},
[("integer (numeric)", -2.6787315963649843e-2),
("intersect 2 numbers", -4.038655656361512)],
n = 223},
koData =
ClassData{prior = -1.9937280234058061,
ClassData{prior = -1.9976115234322038,
unseen = -3.6888794541139363,
likelihoods =
HashMap.fromList

View File

@ -83,10 +83,10 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.5635043216751151, unseen = -6.091309882077698,
likelihoods = HashMap.fromList [("", 0.0)], n = 440},
ClassData{prior = -0.5625269981428811, unseen = -6.093569770045136,
likelihoods = HashMap.fromList [("", 0.0)], n = 441},
koData =
ClassData{prior = -0.8421365586069781, unseen = -5.814130531825066,
ClassData{prior = -0.8434293836092833, unseen = -5.814130531825066,
likelihoods = HashMap.fromList [("", 0.0)], n = 333}}),
("<year> (bc|ad)",
Classifier{okData =
@ -770,6 +770,13 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Ganesh Chaturthi",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("July",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.5553480614894135,
@ -858,429 +865,428 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.45941864780041747,
unseen = -7.093404625868766,
ClassData{prior = -0.4586244763882603, unseen = -7.095893221097532,
likelihoods =
HashMap.fromList
[("Navaratriyear (latent)", -6.399426535414734),
("Karva Chauthyear (latent)", -6.399426535414734),
[("Navaratriyear (latent)", -6.401917196727186),
("Karva Chauthyear (latent)", -6.401917196727186),
("<day-of-month> (ordinal)in|during the <part-of-day>",
-6.399426535414734),
("Maha Shivaratriyear (latent)", -6.399426535414734),
("Ramadanyear (latent)", -5.146663566919366),
-6.401917196727186),
("Maha Shivaratriyear (latent)", -6.401917196727186),
("Ramadanyear (latent)", -5.149154228231818),
("<datetime> - <datetime> (interval)on <day>",
-5.013132174294843),
("Bhai Doojyear (latent)", -6.399426535414734),
("hourday", -4.384523514872469),
("dayhour", -3.4549875562482932),
-5.015622835607295),
("Bhai Doojyear (latent)", -6.401917196727186),
("hourday", -4.387014176184921),
("dayhour", -3.457478217560745),
("<time-of-day> - <time-of-day> (interval)on <day>",
-5.013132174294843),
("Martin Luther King's Dayyear (latent)", -5.993961427306569),
("Shemini Atzeretyear (latent)", -6.399426535414734),
("daymonth", -4.384523514872469),
("monthday", -5.993961427306569),
("monthyear", -4.6076670661866785),
("Yom Ha'atzmautyear (latent)", -6.399426535414734),
("Vijayadashamiyear (latent)", -6.399426535414734),
("Thai Pongalyear (latent)", -5.7062793548547885),
("Thiru Onamyear (latent)", -5.7062793548547885),
("hhhmmabsorption of , after named day", -6.399426535414734),
("Tuesdaythe <day-of-month> (ordinal)", -6.399426535414734),
-5.015622835607295),
("Martin Luther King's Dayyear (latent)", -5.996452088619021),
("Shemini Atzeretyear (latent)", -6.401917196727186),
("daymonth", -4.387014176184921),
("monthday", -5.996452088619021),
("monthyear", -4.61015772749913),
("Yom Ha'atzmautyear (latent)", -6.401917196727186),
("Vijayadashamiyear (latent)", -6.401917196727186),
("Thai Pongalyear (latent)", -5.70877001616724),
("Thiru Onamyear (latent)", -5.70877001616724),
("hhhmmabsorption of , after named day", -6.401917196727186),
("Tuesdaythe <day-of-month> (ordinal)", -6.401917196727186),
("from <datetime> - <datetime> (interval)July",
-5.483135803540579),
("<day-of-month> (ordinal)Wednesday", -6.399426535414734),
("Krishna Janmashtamiyear (latent)", -5.993961427306569),
("Guru Gobind Singh Jayantiyear (latent)", -6.399426535414734),
("houryear", -5.483135803540579),
-5.485626464853031),
("<day-of-month> (ordinal)Wednesday", -6.401917196727186),
("Krishna Janmashtamiyear (latent)", -5.996452088619021),
("Guru Gobind Singh Jayantiyear (latent)", -6.401917196727186),
("houryear", -5.485626464853031),
("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-6.399426535414734),
("Christmas<time-of-day> am|pm", -6.399426535414734),
-6.401917196727186),
("Christmas<time-of-day> am|pm", -6.401917196727186),
("last <day-of-week> of <time>year (latent)",
-6.399426535414734),
-6.401917196727186),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.7062793548547885),
("intersectin|during <named-month>|year", -6.399426535414734),
("<time-of-day> am|pmintersect", -5.146663566919366),
("Earth Houryear (latent)", -6.399426535414734),
("Octoberyear (latent)", -4.895349138638459),
("intersect<time-of-day> am|pm", -6.399426535414734),
("Mattu Pongalyear (latent)", -6.399426535414734),
("Shavuotyear (latent)", -6.399426535414734),
("Parsi New Yearyear (latent)", -5.483135803540579),
-5.70877001616724),
("intersectin|during <named-month>|year", -6.401917196727186),
("<time-of-day> am|pmintersect", -5.149154228231818),
("Earth Houryear (latent)", -6.401917196727186),
("Ganesh Chaturthiyear (latent)", -6.401917196727186),
("Octoberyear (latent)", -4.897839799950911),
("intersect<time-of-day> am|pm", -6.401917196727186),
("Mattu Pongalyear (latent)", -6.401917196727186),
("Shavuotyear (latent)", -6.401917196727186),
("Parsi New Yearyear (latent)", -5.485626464853031),
("at <time-of-day>in|within|after <duration>",
-6.399426535414734),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.399426535414734),
("todayin|within|after <duration>", -6.399426535414734),
-6.401917196727186),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.401917196727186),
("todayin|within|after <duration>", -6.401917196727186),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.993961427306569),
("Marchyear (latent)", -6.399426535414734),
-5.996452088619021),
("Marchyear (latent)", -6.401917196727186),
("intersect by \",\", \"of\", \"from\", \"'s\"hhhmm",
-5.993961427306569),
("Sukkotyear (latent)", -5.993961427306569),
("hhhmmintersect", -5.993961427306569),
-5.996452088619021),
("Sukkotyear (latent)", -5.996452088619021),
("hhhmmintersect", -5.996452088619021),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-5.993961427306569),
("Clean Mondayyear (latent)", -5.993961427306569),
("monthhour", -5.993961427306569),
-5.996452088619021),
("Clean Mondayyear (latent)", -5.996452088619021),
("monthhour", -5.996452088619021),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.7062793548547885),
("todayat <time-of-day>", -6.399426535414734),
("Thursday<time> timezone", -4.001531262616363),
("time-of-day (latent)tonight", -5.993961427306569),
("from|since|after <time>December", -6.399426535414734),
("<time-of-day> am|pmon <day>", -4.384523514872469),
-5.70877001616724),
("todayat <time-of-day>", -6.401917196727186),
("Thursday<time> timezone", -4.004021923928815),
("time-of-day (latent)tonight", -5.996452088619021),
("from|since|after <time>December", -6.401917196727186),
("<time-of-day> am|pmon <day>", -4.387014176184921),
("this <time>hh(:mm) - <time-of-day> am|pm",
-6.399426535414734),
("yyyy-mm-ddhh:mm:ss", -5.993961427306569),
("dayday", -3.6913763343125234),
("<time> <part-of-day>at <time-of-day>", -6.399426535414734),
("tonightat <time-of-day>", -6.399426535414734),
-6.401917196727186),
("yyyy-mm-ddhh:mm:ss", -5.996452088619021),
("dayday", -3.6938669956249752),
("<time> <part-of-day>at <time-of-day>", -6.401917196727186),
("tonightat <time-of-day>", -6.401917196727186),
("<time-of-day> am|pmabsorption of , after named day",
-5.7062793548547885),
-5.70877001616724),
("Dayananda Saraswati Jayantiyear (latent)",
-6.399426535414734),
("today<time-of-day> am|pm", -6.399426535414734),
("Februarythe <day-of-month> (ordinal)", -5.993961427306569),
("at <time-of-day><time> <part-of-day>", -6.399426535414734),
("<day-of-month> (ordinal)intersect", -5.993961427306569),
("hourhour", -4.319984993734898),
("Mahavir Jayantiyear (latent)", -5.993961427306569),
("Navaratriin|during <named-month>|year", -6.399426535414734),
("Wednesdaythis|last|next <cycle>", -6.399426535414734),
("Lentyear (latent)", -6.399426535414734),
-6.401917196727186),
("today<time-of-day> am|pm", -6.401917196727186),
("Februarythe <day-of-month> (ordinal)", -5.996452088619021),
("at <time-of-day><time> <part-of-day>", -6.401917196727186),
("<day-of-month> (ordinal)intersect", -5.996452088619021),
("hourhour", -4.3224756550473495),
("Mahavir Jayantiyear (latent)", -5.996452088619021),
("Navaratriin|during <named-month>|year", -6.401917196727186),
("Wednesdaythis|last|next <cycle>", -6.401917196727186),
("Lentyear (latent)", -6.401917196727186),
("intersect<named-month> <day-of-month> (non ordinal)",
-4.527624358513142),
("Boghiyear (latent)", -6.399426535414734),
("dayyear", -1.8776379583656932),
-4.530115019825594),
("Boghiyear (latent)", -6.401917196727186),
("dayyear", -1.874708552208806),
("Karva Chauthin|during <named-month>|year",
-6.399426535414734),
("Thursdayfrom|since|after <time>", -5.993961427306569),
-6.401917196727186),
("Thursdayfrom|since|after <time>", -5.996452088619021),
("<time-of-day> o'clockin|during the <part-of-day>",
-6.399426535414734),
("Thursdayat <time-of-day>", -5.7062793548547885),
("Islamic New Yearyear (latent)", -5.993961427306569),
("Laylat al-Qadryear (latent)", -5.483135803540579),
("Shrove Tuesdayyear (latent)", -6.399426535414734),
-6.401917196727186),
("Thursdayat <time-of-day>", -5.70877001616724),
("Islamic New Yearyear (latent)", -5.996452088619021),
("Laylat al-Qadryear (latent)", -5.485626464853031),
("Shrove Tuesdayyear (latent)", -6.401917196727186),
("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-5.7062793548547885),
("<time-of-day> am|pmtomorrow", -5.7062793548547885),
("Yom Kippuryear (latent)", -6.399426535414734),
("<day-of-month> (ordinal)Tuesday", -5.993961427306569),
("<part-of-day> of <time>year (latent)", -6.399426535414734),
("minutehour", -5.146663566919366),
("Kaanum Pongalyear (latent)", -5.993961427306569),
("Maha Saptamiyear (latent)", -6.399426535414734),
-5.70877001616724),
("<time-of-day> am|pmtomorrow", -5.70877001616724),
("Yom Kippuryear (latent)", -6.401917196727186),
("<day-of-month> (ordinal)Tuesday", -5.996452088619021),
("<part-of-day> of <time>year (latent)", -6.401917196727186),
("minutehour", -5.149154228231818),
("Kaanum Pongalyear (latent)", -5.996452088619021),
("Maha Saptamiyear (latent)", -6.401917196727186),
("at <time-of-day>in|during the <part-of-day>",
-5.993961427306569),
("time-of-day (latent)tomorrow", -5.483135803540579),
("part of daysat <time-of-day>", -5.993961427306569),
-5.996452088619021),
("time-of-day (latent)tomorrow", -5.485626464853031),
("part of daysat <time-of-day>", -5.996452088619021),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-4.384523514872469),
("for <duration> from <time>December", -6.399426535414734),
("tomorrow<time-of-day> sharp|exactly", -6.399426535414734),
-4.387014176184921),
("for <duration> from <time>December", -6.401917196727186),
("tomorrow<time-of-day> sharp|exactly", -6.401917196727186),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.146663566919366),
-5.149154228231818),
("intersect by \",\", \"of\", \"from\" for yearhhhmm",
-5.146663566919366),
("time-of-day (latent)this <part-of-day>", -6.399426535414734),
("Pentecostyear (latent)", -6.399426535414734),
-5.149154228231818),
("time-of-day (latent)this <part-of-day>", -6.401917196727186),
("Pentecostyear (latent)", -6.401917196727186),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.146663566919366),
("<day-of-month> (ordinal)February", -6.399426535414734),
("Eid al-Fitryear (latent)", -5.013132174294843),
-5.149154228231818),
("<day-of-month> (ordinal)February", -6.401917196727186),
("Eid al-Fitryear (latent)", -5.015622835607295),
("Vasant Panchamiin|during <named-month>|year",
-6.399426535414734),
("Mondayin|during the <part-of-day>", -6.399426535414734),
("Chhathin|during <named-month>|year", -6.399426535414734),
("Diwaliin|during <named-month>|year", -6.399426535414734),
("Vaisakhiin|during <named-month>|year", -6.399426535414734),
("Guru Ravidass Jayantiyear (latent)", -5.146663566919366),
("Raksha Bandhanyear (latent)", -6.399426535414734),
("daysecond", -5.993961427306569),
-6.401917196727186),
("Mondayin|during the <part-of-day>", -6.401917196727186),
("Chhathin|during <named-month>|year", -6.401917196727186),
("Diwaliin|during <named-month>|year", -6.401917196727186),
("Vaisakhiin|during <named-month>|year", -6.401917196727186),
("Guru Ravidass Jayantiyear (latent)", -5.149154228231818),
("Raksha Bandhanyear (latent)", -6.401917196727186),
("daysecond", -5.996452088619021),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-5.993961427306569),
("Ratha-Yatrayear (latent)", -6.399426535414734),
("Ashurayear (latent)", -6.399426535414734),
("Tuesdayin|during <named-month>|year", -6.399426535414734),
("Chinese New Yearyear (latent)", -6.399426535414734),
("tomorrowintersect", -6.399426535414734),
("Lag BaOmeryear (latent)", -6.399426535414734),
-5.996452088619021),
("Ratha-Yatrayear (latent)", -6.401917196727186),
("Ashurayear (latent)", -6.401917196727186),
("Tuesdayin|during <named-month>|year", -6.401917196727186),
("Chinese New Yearyear (latent)", -6.401917196727186),
("tomorrowintersect", -6.401917196727186),
("Lag BaOmeryear (latent)", -6.401917196727186),
("last weekend of <named-month>year (latent)",
-6.399426535414734),
("Eid al-Adhayear (latent)", -4.259360371918463),
("intersectin|during the <part-of-day>", -6.399426535414734),
("Palm Sundayyear (latent)", -6.399426535414734),
("Christmasat <time-of-day>", -6.399426535414734),
("Passoveryear (latent)", -6.399426535414734),
("Lazarus Saturdayyear (latent)", -6.399426535414734),
-6.401917196727186),
("Eid al-Adhayear (latent)", -4.261851033230915),
("intersectin|during the <part-of-day>", -6.401917196727186),
("Palm Sundayyear (latent)", -6.401917196727186),
("Christmasat <time-of-day>", -6.401917196727186),
("Passoveryear (latent)", -6.401917196727186),
("Lazarus Saturdayyear (latent)", -6.401917196727186),
("<day-of-month> (ordinal or number) <named-month>year (latent)",
-6.399426535414734),
("hhhmmon <day>", -5.483135803540579),
("Yom HaShoahyear (latent)", -5.993961427306569),
-6.401917196727186),
("hhhmmon <day>", -5.485626464853031),
("Yom HaShoahyear (latent)", -5.996452088619021),
("Thursday<datetime> - <datetime> (interval)",
-5.993961427306569),
-5.996452088619021),
("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
-6.399426535414734),
("Septemberyear (latent)", -5.993961427306569),
-6.401917196727186),
("Septemberyear (latent)", -5.996452088619021),
("Thursday<time-of-day> - <time-of-day> (interval)",
-4.895349138638459),
("Halloweenyear (latent)", -6.399426535414734),
-4.897839799950911),
("Halloweenyear (latent)", -6.401917196727186),
("<ordinal> last <cycle> of <time>year (latent)",
-5.993961427306569),
-5.996452088619021),
("from <time-of-day> - <time-of-day> (interval)on <day>",
-5.7062793548547885),
-5.70877001616724),
("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
-6.399426535414734),
("at <time-of-day>intersect", -5.483135803540579),
("Rosh Hashanahyear (latent)", -5.7062793548547885),
("Dhanterasyear (latent)", -6.399426535414734),
("Tu BiShvatyear (latent)", -6.399426535414734),
("<day-of-month> (ordinal)December", -5.7062793548547885),
("Holiyear (latent)", -5.7062793548547885),
-6.401917196727186),
("at <time-of-day>intersect", -5.485626464853031),
("Rosh Hashanahyear (latent)", -5.70877001616724),
("Dhanterasyear (latent)", -6.401917196727186),
("Tu BiShvatyear (latent)", -6.401917196727186),
("<day-of-month> (ordinal)December", -5.70877001616724),
("Holiyear (latent)", -5.70877001616724),
("<time-of-day> - <time-of-day> (interval)tomorrow",
-6.399426535414734),
("Holika Dahanyear (latent)", -5.7062793548547885),
-6.401917196727186),
("Holika Dahanyear (latent)", -5.70877001616724),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.993961427306569),
("dayminute", -3.0852405307422077),
("Mawlidyear (latent)", -6.399426535414734),
-5.996452088619021),
("dayminute", -3.08773119205466),
("Mawlidyear (latent)", -6.401917196727186),
("from <datetime> - <datetime> (interval)on <day>",
-5.993961427306569),
-5.996452088619021),
("<datetime> - <datetime> (interval)tomorrow",
-6.399426535414734),
("Jumu'atul-Widayear (latent)", -5.483135803540579),
("minuteday", -2.6617569171313655),
("absorption of , after named dayintersect",
-5.7062793548547885),
("intersectyear (latent)", -6.399426535414734),
("Orthodox Easter Sundayyear (latent)", -6.399426535414734),
-6.401917196727186),
("Jumu'atul-Widayear (latent)", -5.485626464853031),
("minuteday", -2.6642475784438173),
("absorption of , after named dayintersect", -5.70877001616724),
("intersectyear (latent)", -6.401917196727186),
("Orthodox Easter Sundayyear (latent)", -6.401917196727186),
("time-of-day (latent)in|within|after <duration>",
-6.399426535414734),
-6.401917196727186),
("<ordinal> <cycle> of <time>year (latent)",
-6.399426535414734),
("intersecthhhmm", -5.993961427306569),
-6.401917196727186),
("intersecthhhmm", -5.996452088619021),
("the <day-of-month> (ordinal)in|during the <part-of-day>",
-6.399426535414734),
("Boss's Dayyear (latent)", -5.993961427306569),
-6.401917196727186),
("Boss's Dayyear (latent)", -5.996452088619021),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-6.399426535414734),
("Global Youth Service Dayyear (latent)", -6.399426535414734),
("Dhanterasin|during <named-month>|year", -6.399426535414734),
("Tisha B'Avyear (latent)", -6.399426535414734),
("Isra and Mi'rajyear (latent)", -5.483135803540579),
("at <time-of-day>on <day>", -4.789988622980633),
-6.401917196727186),
("Global Youth Service Dayyear (latent)", -6.401917196727186),
("Dhanterasin|during <named-month>|year", -6.401917196727186),
("Tisha B'Avyear (latent)", -6.401917196727186),
("Isra and Mi'rajyear (latent)", -5.485626464853031),
("at <time-of-day>on <day>", -4.792479284293085),
("at <time-of-day>absorption of , after named day",
-5.993961427306569),
("time-of-day (latent)<time> <part-of-day>",
-5.7062793548547885),
("Christmasyear (latent)", -5.993961427306569),
("Naraka Chaturdashiyear (latent)", -5.993961427306569),
("Thai Pongalin|during <named-month>|year", -6.399426535414734),
("dayweek", -6.399426535414734),
("Easter Sundayyear (latent)", -5.7062793548547885),
-5.996452088619021),
("time-of-day (latent)<time> <part-of-day>", -5.70877001616724),
("Christmasyear (latent)", -5.996452088619021),
("Naraka Chaturdashiyear (latent)", -5.996452088619021),
("Thai Pongalin|during <named-month>|year", -6.401917196727186),
("dayweek", -6.401917196727186),
("Easter Sundayyear (latent)", -5.70877001616724),
("between <time-of-day> and <time-of-day> (interval)on <day>",
-5.993961427306569),
("weekyear", -5.300814246746624),
("King's Dayyear (latent)", -4.895349138638459),
("hh:mmin|during the <part-of-day>", -5.483135803540579),
-5.996452088619021),
("weekyear", -5.303304908059076),
("King's Dayyear (latent)", -4.897839799950911),
("hh:mmin|during the <part-of-day>", -5.485626464853031),
("<cycle> after|before <time><time-of-day> am|pm",
-5.993961427306569),
("Hanukkahyear (latent)", -5.7062793548547885),
("February<time> <part-of-day>", -6.399426535414734),
-5.996452088619021),
("Hanukkahyear (latent)", -5.70877001616724),
("February<time> <part-of-day>", -6.401917196727186),
("time-of-day (latent)in|during the <part-of-day>",
-6.399426535414734),
("Great Lentyear (latent)", -6.399426535414734),
("tomorrowat <time-of-day>", -5.7062793548547885),
-6.401917196727186),
("Great Lentyear (latent)", -6.401917196727186),
("tomorrowat <time-of-day>", -5.70877001616724),
("hhmm (latent)in|during the <part-of-day>",
-6.399426535414734),
("Ugadiyear (latent)", -5.013132174294843),
("Vaisakhiyear (latent)", -5.7062793548547885),
-6.401917196727186),
("Ugadiyear (latent)", -5.015622835607295),
("Vaisakhiyear (latent)", -5.70877001616724),
("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-5.7062793548547885),
("last <cycle> of <time>year (latent)", -5.7062793548547885),
("at <time-of-day>tomorrow", -5.993961427306569),
("tomorrow<time-of-day> am|pm", -6.399426535414734),
-5.70877001616724),
("last <cycle> of <time>year (latent)", -5.70877001616724),
("at <time-of-day>tomorrow", -5.996452088619021),
("tomorrow<time-of-day> am|pm", -6.401917196727186),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-6.399426535414734),
("Diwaliyear (latent)", -6.399426535414734),
("between <time> and <time>on <day>", -5.993961427306569),
("Black Fridayyear (latent)", -5.993961427306569),
-6.401917196727186),
("Diwaliyear (latent)", -6.401917196727186),
("between <time> and <time>on <day>", -5.996452088619021),
("Black Fridayyear (latent)", -5.996452088619021),
("the <ordinal> last <cycle> of <time>year (latent)",
-6.399426535414734),
-6.401917196727186),
("in|during the <part-of-day>at <time-of-day>",
-6.399426535414734),
("Chhathyear (latent)", -5.993961427306569),
("Vasant Panchamiyear (latent)", -6.399426535414734),
("Rabindra Jayantiyear (latent)", -5.146663566919366),
("St Patrick's Dayyear (latent)", -6.399426535414734),
("Thursday<time> (timezone)", -6.399426535414734),
-6.401917196727186),
("Chhathyear (latent)", -5.996452088619021),
("Vasant Panchamiyear (latent)", -6.401917196727186),
("Rabindra Jayantiyear (latent)", -5.149154228231818),
("St Patrick's Dayyear (latent)", -6.401917196727186),
("Thursday<time> (timezone)", -6.401917196727186),
("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-6.399426535414734),
("Pargat Diwasyear (latent)", -5.146663566919366),
("<datetime> - <datetime> (interval)July", -5.993961427306569),
-6.401917196727186),
("Pargat Diwasyear (latent)", -5.149154228231818),
("<datetime> - <datetime> (interval)July", -5.996452088619021),
("on <day><named-month> <day-of-month> (non ordinal)",
-5.7062793548547885),
("Februaryintersect", -6.399426535414734),
("Simchat Torahyear (latent)", -6.399426535414734),
("minuteyear", -6.399426535414734)],
n = 463},
-5.70877001616724),
("Februaryintersect", -6.401917196727186),
("Simchat Torahyear (latent)", -6.401917196727186),
("minuteyear", -6.401917196727186)],
n = 464},
koData =
ClassData{prior = -0.9987237428882767, unseen = -6.706862336602747,
ClassData{prior = -1.0000870696161408, unseen = -6.70808408385307,
likelihoods =
HashMap.fromList
[("Thursdayhhhmm", -4.508414517523783),
("hourday", -3.614596641501687),
[("Thursdayhhhmm", -4.5096377592665275),
("hourday", -3.615819883244431),
("<hour-of-day> <integer><time-of-day> am|pm",
-6.012491914300058),
("<day-of-month> (ordinal)August", -6.012491914300058),
("dayhour", -3.447542556838521),
("<time> timezoneyear (latent)", -5.319344733740112),
-6.013715156042802),
("<day-of-month> (ordinal)August", -6.013715156042802),
("dayhour", -3.448765798581265),
("<time> timezoneyear (latent)", -5.320567975482857),
("<time-of-day> - <time-of-day> (interval)on <day>",
-5.096201182425903),
("Tuesdayfrom|since|after <time>", -5.319344733740112),
("daymonth", -3.338343264873529),
("monthyear", -4.75972894580469),
("<time-of-day> am|pmyear (latent)", -5.319344733740112),
("Thai Pongalyear (latent)", -5.319344733740112),
("intersecthh:mm", -6.012491914300058),
-5.097424424168647),
("Tuesdayfrom|since|after <time>", -5.320567975482857),
("daymonth", -3.339566506616273),
("monthyear", -4.760952187547434),
("<time-of-day> am|pmyear (latent)", -5.320567975482857),
("Thai Pongalyear (latent)", -5.320567975482857),
("intersecthh:mm", -6.013715156042802),
("from <datetime> - <datetime> (interval)July",
-5.607026806191893),
("<day-of-month> (ordinal)Wednesday", -6.012491914300058),
("houryear", -4.626197553180167),
-5.6082500479346375),
("<day-of-month> (ordinal)Wednesday", -6.013715156042802),
("houryear", -4.627420794922911),
("from <time-of-day> - <time-of-day> (interval)July",
-6.012491914300058),
("<day-of-month> (ordinal)October", -6.012491914300058),
-6.013715156042802),
("<day-of-month> (ordinal)October", -6.013715156042802),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.319344733740112),
("hournograin", -4.75972894580469),
("<time-of-day> am|pmintersect", -4.75972894580469),
("Octoberyear (latent)", -6.012491914300058),
-5.320567975482857),
("hournograin", -4.760952187547434),
("<time-of-day> am|pmintersect", -4.760952187547434),
("Octoberyear (latent)", -6.013715156042802),
("time-of-day (latent)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.607026806191893),
("until <time>on <day>", -5.319344733740112),
("time-of-day (latent)intersect", -5.319344733740112),
("todayin <number> (implicit minutes)", -6.012491914300058),
-5.6082500479346375),
("until <time>on <day>", -5.320567975482857),
("time-of-day (latent)intersect", -5.320567975482857),
("todayin <number> (implicit minutes)", -6.013715156042802),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.319344733740112),
-5.320567975482857),
("about|exactly <time-of-day>year (latent)",
-6.012491914300058),
("hh:mmon <day>", -4.75972894580469),
("hhhmmintersect", -5.607026806191893),
("absorption of , after named dayJuly", -5.096201182425903),
("from|since|after <time>July", -5.607026806191893),
-6.013715156042802),
("hh:mmon <day>", -4.760952187547434),
("hhhmmintersect", -5.6082500479346375),
("absorption of , after named dayJuly", -5.097424424168647),
("from|since|after <time>July", -5.6082500479346375),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-5.096201182425903),
("Clean Mondayyear (latent)", -6.012491914300058),
("monthhour", -6.012491914300058),
-5.097424424168647),
("Clean Mondayyear (latent)", -6.013715156042802),
("monthhour", -6.013715156042802),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.607026806191893),
("hourmonth", -4.140689737398466),
("todayat <time-of-day>", -6.012491914300058),
("hhhmmyear (latent)", -4.75972894580469),
("from|since|after <time>December", -6.012491914300058),
-5.6082500479346375),
("hourmonth", -4.14191297914121),
("todayat <time-of-day>", -6.013715156042802),
("hhhmmyear (latent)", -4.760952187547434),
("from|since|after <time>December", -6.013715156042802),
("from|since|after <time><time-of-day> am|pm",
-6.012491914300058),
("<time-of-day> am|pmon <day>", -4.75972894580469),
("Mondayyear (latent)", -5.319344733740112),
("dayday", -4.626197553180167),
("on <day>September", -5.319344733740112),
("time-of-day (latent)September", -5.607026806191893),
("hourhour", -5.607026806191893),
("time-of-day (latent)on <day>", -4.508414517523783),
("Thursdaydd/mm", -6.012491914300058),
-6.013715156042802),
("<time-of-day> am|pmon <day>", -4.760952187547434),
("Mondayyear (latent)", -5.320567975482857),
("dayday", -4.627420794922911),
("on <day>September", -5.320567975482857),
("time-of-day (latent)September", -5.6082500479346375),
("hourhour", -5.6082500479346375),
("time-of-day (latent)on <day>", -4.5096377592665275),
("Thursdaydd/mm", -6.013715156042802),
("time-of-day (latent)<cycle> after|before <time>",
-5.607026806191893),
("dayyear", -3.0947211822157783),
("New Year's Dayyear (latent)", -5.096201182425903),
("time-of-day (latent)Sunday", -5.607026806191893),
("Thursdayfrom|since|after <time>", -4.307743822061632),
("Thursdayat <time-of-day>", -4.403054001865957),
-5.6082500479346375),
("dayyear", -3.0959444239585228),
("New Year's Dayyear (latent)", -5.097424424168647),
("time-of-day (latent)Sunday", -5.6082500479346375),
("Thursdayfrom|since|after <time>", -4.308967063804377),
("Thursdayat <time-of-day>", -4.404277243608702),
("<integer> to|till|before <hour-of-day>September",
-6.012491914300058),
("Aprilyear (latent)", -6.012491914300058),
("the <day-of-month> (ordinal)July", -6.012491914300058),
("the <day-of-month> (number)July", -6.012491914300058),
("monthminute", -6.012491914300058),
("<time-of-day> am|pmtomorrow", -6.012491914300058),
("Thursdayhh:mm", -5.096201182425903),
("<day-of-month> (ordinal)Tuesday", -5.607026806191893),
("minutemonth", -3.872425750803787),
("time-of-day (latent)Friday", -5.607026806191893),
("minutehour", -6.012491914300058),
("Augustyear (latent)", -5.607026806191893),
("week-endin|during <named-month>|year", -6.012491914300058),
("time-of-day (latent)Tuesday", -5.607026806191893),
-6.013715156042802),
("Aprilyear (latent)", -6.013715156042802),
("the <day-of-month> (ordinal)July", -6.013715156042802),
("the <day-of-month> (number)July", -6.013715156042802),
("monthminute", -6.013715156042802),
("<time-of-day> am|pmtomorrow", -6.013715156042802),
("Thursdayhh:mm", -5.097424424168647),
("<day-of-month> (ordinal)Tuesday", -5.6082500479346375),
("minutemonth", -3.873648992546531),
("time-of-day (latent)Friday", -5.6082500479346375),
("minutehour", -6.013715156042802),
("Augustyear (latent)", -5.6082500479346375),
("week-endin|during <named-month>|year", -6.013715156042802),
("time-of-day (latent)Tuesday", -5.6082500479346375),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-6.012491914300058),
("Sundayyear (latent)", -5.096201182425903),
("Christmasat <time-of-day>", -6.012491914300058),
("from|since|after <time>year (latent)", -4.913879625631948),
("hhhmmon <day>", -5.096201182425903),
("yesterday<time-of-day> am|pm", -6.012491914300058),
("<day-of-month> (ordinal)July", -5.319344733740112),
-6.013715156042802),
("Sundayyear (latent)", -5.097424424168647),
("Christmasat <time-of-day>", -6.013715156042802),
("from|since|after <time>year (latent)", -4.915102867374692),
("hhhmmon <day>", -5.097424424168647),
("yesterday<time-of-day> am|pm", -6.013715156042802),
("<day-of-month> (ordinal)July", -5.320567975482857),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-6.012491914300058),
-6.013715156042802),
("Thursday<time-of-day> - <time-of-day> (interval)",
-6.012491914300058),
-6.013715156042802),
("in|during <named-month>|yearyear (latent)",
-6.012491914300058),
("at <time-of-day>intersect", -5.096201182425903),
("hh:mmyear (latent)", -4.626197553180167),
("Holiyear (latent)", -6.012491914300058),
("until <time><time-of-day> am|pm", -6.012491914300058),
-6.013715156042802),
("at <time-of-day>intersect", -5.097424424168647),
("hh:mmyear (latent)", -4.627420794922911),
("Holiyear (latent)", -6.013715156042802),
("until <time><time-of-day> am|pm", -6.013715156042802),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.607026806191893),
("dayminute", -3.1792785702438415),
("yyyy-mm-ddhh:mm", -5.607026806191893),
("intersectfrom|since|after <time>", -5.607026806191893),
("intersectSeptember", -4.140689737398466),
("minuteday", -2.855491493149944),
-5.6082500479346375),
("dayminute", -3.1805018119865855),
("yyyy-mm-ddhh:mm", -5.6082500479346375),
("intersectfrom|since|after <time>", -5.6082500479346375),
("intersectSeptember", -4.14191297914121),
("minuteday", -2.8567147348926882),
("absorption of , after named dayintersect",
-6.012491914300058),
("intersectyear (latent)", -6.012491914300058),
("Februaryin|during the <part-of-day>", -6.012491914300058),
-6.013715156042802),
("intersectyear (latent)", -6.013715156042802),
("Februaryin|during the <part-of-day>", -6.013715156042802),
("<duration> after|before|from|past <time>December",
-6.012491914300058),
("time-of-day (latent)July", -5.319344733740112),
("Saturdayyear (latent)", -6.012491914300058),
-6.013715156042802),
("time-of-day (latent)July", -5.320567975482857),
("Saturdayyear (latent)", -6.013715156042802),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-6.012491914300058),
("at <time-of-day>on <day>", -5.096201182425903),
("absorption of , after named daySeptember", -4.75972894580469),
("Naraka Chaturdashiyear (latent)", -6.012491914300058),
("from|since|after <time>on <day>", -5.096201182425903),
("dayweek", -6.012491914300058),
("Easter Sundayyear (latent)", -5.607026806191893),
("Thursday<time-of-day> am|pm", -4.75972894580469),
("weekyear", -5.607026806191893),
("time-of-day (latent)Thursday", -5.607026806191893),
-6.013715156042802),
("at <time-of-day>on <day>", -5.097424424168647),
("absorption of , after named daySeptember",
-4.760952187547434),
("Naraka Chaturdashiyear (latent)", -6.013715156042802),
("from|since|after <time>on <day>", -5.097424424168647),
("dayweek", -6.013715156042802),
("Easter Sundayyear (latent)", -5.6082500479346375),
("Thursday<time-of-day> am|pm", -4.760952187547434),
("weekyear", -5.6082500479346375),
("time-of-day (latent)Thursday", -5.6082500479346375),
("<named-month> <day-of-month> (non ordinal)until <time>",
-6.012491914300058),
("<day-of-month> (ordinal)April", -6.012491914300058),
-6.013715156042802),
("<day-of-month> (ordinal)April", -6.013715156042802),
("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-5.607026806191893),
-5.6082500479346375),
("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-5.319344733740112),
("Sundayfrom|since|after <time>", -6.012491914300058),
("absorption of , after named dayFebruary", -5.096201182425903),
-5.320567975482857),
("Sundayfrom|since|after <time>", -6.013715156042802),
("absorption of , after named dayFebruary", -5.097424424168647),
("time-of-day (latent)in|during the <part-of-day>",
-5.607026806191893),
-5.6082500479346375),
("July<integer> to|till|before <hour-of-day>",
-6.012491914300058),
("tomorrowat <time-of-day>", -6.012491914300058),
("daynograin", -5.607026806191893),
-6.013715156042802),
("tomorrowat <time-of-day>", -6.013715156042802),
("daynograin", -5.6082500479346375),
("<integer> to|till|before <hour-of-day>July",
-5.607026806191893),
("last <cycle> of <time>year (latent)", -5.607026806191893),
("tomorrow<time-of-day> am|pm", -6.012491914300058),
-5.6082500479346375),
("last <cycle> of <time>year (latent)", -5.6082500479346375),
("tomorrow<time-of-day> am|pm", -6.013715156042802),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-5.319344733740112),
("Diwaliyear (latent)", -5.607026806191893),
-5.320567975482857),
("Diwaliyear (latent)", -5.6082500479346375),
("<time-of-day> - <time-of-day> (interval)July",
-6.012491914300058),
("Fridayyear (latent)", -5.607026806191893),
("time-of-day (latent)April", -6.012491914300058),
("minuteyear", -3.815267336963838)],
-6.013715156042802),
("Fridayyear (latent)", -5.6082500479346375),
("time-of-day (latent)April", -6.013715156042802),
("minuteyear", -3.816490578706582)],
n = 270}}),
("one eleven",
Classifier{okData =
@ -1556,14 +1562,14 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -0.1494000770686605, unseen = -5.375278407684165,
ClassData{prior = -0.14874526126035031, unseen = -5.37989735354046,
likelihoods =
HashMap.fromList
[("integer (numeric)", -2.830377616285182e-2),
("intersect 2 numbers", -3.984343667007772)],
n = 211},
[("integer (numeric)", -2.8170876966696335e-2),
("intersect 2 numbers", -3.9889840465642745)],
n = 212},
koData =
ClassData{prior = -1.9748976859285656,
ClassData{prior = -1.9789710113162013,
unseen = -3.6635616461296463,
likelihoods =
HashMap.fromList

View File

@ -83,10 +83,10 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.5635043216751151, unseen = -6.091309882077698,
likelihoods = HashMap.fromList [("", 0.0)], n = 440},
ClassData{prior = -0.5625269981428811, unseen = -6.093569770045136,
likelihoods = HashMap.fromList [("", 0.0)], n = 441},
koData =
ClassData{prior = -0.8421365586069781, unseen = -5.814130531825066,
ClassData{prior = -0.8434293836092833, unseen = -5.814130531825066,
likelihoods = HashMap.fromList [("", 0.0)], n = 333}}),
("<year> (bc|ad)",
Classifier{okData =
@ -770,6 +770,13 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Ganesh Chaturthi",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("July",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.5553480614894135,
@ -858,429 +865,428 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.45941864780041747,
unseen = -7.093404625868766,
ClassData{prior = -0.4586244763882603, unseen = -7.095893221097532,
likelihoods =
HashMap.fromList
[("Navaratriyear (latent)", -6.399426535414734),
("Karva Chauthyear (latent)", -6.399426535414734),
[("Navaratriyear (latent)", -6.401917196727186),
("Karva Chauthyear (latent)", -6.401917196727186),
("<day-of-month> (ordinal)in|during the <part-of-day>",
-6.399426535414734),
("Maha Shivaratriyear (latent)", -6.399426535414734),
("Ramadanyear (latent)", -5.146663566919366),
-6.401917196727186),
("Maha Shivaratriyear (latent)", -6.401917196727186),
("Ramadanyear (latent)", -5.149154228231818),
("<datetime> - <datetime> (interval)on <day>",
-5.013132174294843),
("Bhai Doojyear (latent)", -6.399426535414734),
("hourday", -4.384523514872469),
("dayhour", -3.4549875562482932),
-5.015622835607295),
("Bhai Doojyear (latent)", -6.401917196727186),
("hourday", -4.387014176184921),
("dayhour", -3.457478217560745),
("<time-of-day> - <time-of-day> (interval)on <day>",
-5.013132174294843),
("Martin Luther King's Dayyear (latent)", -5.993961427306569),
("Shemini Atzeretyear (latent)", -6.399426535414734),
("daymonth", -4.384523514872469),
("monthday", -5.993961427306569),
("monthyear", -4.6076670661866785),
("Yom Ha'atzmautyear (latent)", -6.399426535414734),
("Vijayadashamiyear (latent)", -6.399426535414734),
("Thai Pongalyear (latent)", -5.7062793548547885),
("Thiru Onamyear (latent)", -5.7062793548547885),
("hhhmmabsorption of , after named day", -6.399426535414734),
("Tuesdaythe <day-of-month> (ordinal)", -6.399426535414734),
-5.015622835607295),
("Martin Luther King's Dayyear (latent)", -5.996452088619021),
("Shemini Atzeretyear (latent)", -6.401917196727186),
("daymonth", -4.387014176184921),
("monthday", -5.996452088619021),
("monthyear", -4.61015772749913),
("Yom Ha'atzmautyear (latent)", -6.401917196727186),
("Vijayadashamiyear (latent)", -6.401917196727186),
("Thai Pongalyear (latent)", -5.70877001616724),
("Thiru Onamyear (latent)", -5.70877001616724),
("hhhmmabsorption of , after named day", -6.401917196727186),
("Tuesdaythe <day-of-month> (ordinal)", -6.401917196727186),
("from <datetime> - <datetime> (interval)July",
-5.483135803540579),
("<day-of-month> (ordinal)Wednesday", -6.399426535414734),
("Krishna Janmashtamiyear (latent)", -5.993961427306569),
("Guru Gobind Singh Jayantiyear (latent)", -6.399426535414734),
("houryear", -5.483135803540579),
-5.485626464853031),
("<day-of-month> (ordinal)Wednesday", -6.401917196727186),
("Krishna Janmashtamiyear (latent)", -5.996452088619021),
("Guru Gobind Singh Jayantiyear (latent)", -6.401917196727186),
("houryear", -5.485626464853031),
("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-6.399426535414734),
("Christmas<time-of-day> am|pm", -6.399426535414734),
-6.401917196727186),
("Christmas<time-of-day> am|pm", -6.401917196727186),
("last <day-of-week> of <time>year (latent)",
-6.399426535414734),
-6.401917196727186),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.7062793548547885),
("intersectin|during <named-month>|year", -6.399426535414734),
("<time-of-day> am|pmintersect", -5.146663566919366),
("Earth Houryear (latent)", -6.399426535414734),
("Octoberyear (latent)", -4.895349138638459),
("intersect<time-of-day> am|pm", -6.399426535414734),
("Mattu Pongalyear (latent)", -6.399426535414734),
("Shavuotyear (latent)", -6.399426535414734),
("Parsi New Yearyear (latent)", -5.483135803540579),
-5.70877001616724),
("intersectin|during <named-month>|year", -6.401917196727186),
("<time-of-day> am|pmintersect", -5.149154228231818),
("Earth Houryear (latent)", -6.401917196727186),
("Ganesh Chaturthiyear (latent)", -6.401917196727186),
("Octoberyear (latent)", -4.897839799950911),
("intersect<time-of-day> am|pm", -6.401917196727186),
("Mattu Pongalyear (latent)", -6.401917196727186),
("Shavuotyear (latent)", -6.401917196727186),
("Parsi New Yearyear (latent)", -5.485626464853031),
("at <time-of-day>in|within|after <duration>",
-6.399426535414734),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.399426535414734),
("todayin|within|after <duration>", -6.399426535414734),
-6.401917196727186),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.401917196727186),
("todayin|within|after <duration>", -6.401917196727186),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.993961427306569),
("Marchyear (latent)", -6.399426535414734),
-5.996452088619021),
("Marchyear (latent)", -6.401917196727186),
("intersect by \",\", \"of\", \"from\", \"'s\"hhhmm",
-5.993961427306569),
("Sukkotyear (latent)", -5.993961427306569),
("hhhmmintersect", -5.993961427306569),
-5.996452088619021),
("Sukkotyear (latent)", -5.996452088619021),
("hhhmmintersect", -5.996452088619021),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-5.993961427306569),
("Clean Mondayyear (latent)", -5.993961427306569),
("monthhour", -5.993961427306569),
-5.996452088619021),
("Clean Mondayyear (latent)", -5.996452088619021),
("monthhour", -5.996452088619021),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.7062793548547885),
("todayat <time-of-day>", -6.399426535414734),
("Thursday<time> timezone", -4.001531262616363),
("time-of-day (latent)tonight", -5.993961427306569),
("from|since|after <time>December", -6.399426535414734),
("<time-of-day> am|pmon <day>", -4.384523514872469),
-5.70877001616724),
("todayat <time-of-day>", -6.401917196727186),
("Thursday<time> timezone", -4.004021923928815),
("time-of-day (latent)tonight", -5.996452088619021),
("from|since|after <time>December", -6.401917196727186),
("<time-of-day> am|pmon <day>", -4.387014176184921),
("this <time>hh(:mm) - <time-of-day> am|pm",
-6.399426535414734),
("yyyy-mm-ddhh:mm:ss", -5.993961427306569),
("dayday", -3.6913763343125234),
("<time> <part-of-day>at <time-of-day>", -6.399426535414734),
("tonightat <time-of-day>", -6.399426535414734),
-6.401917196727186),
("yyyy-mm-ddhh:mm:ss", -5.996452088619021),
("dayday", -3.6938669956249752),
("<time> <part-of-day>at <time-of-day>", -6.401917196727186),
("tonightat <time-of-day>", -6.401917196727186),
("<time-of-day> am|pmabsorption of , after named day",
-5.7062793548547885),
-5.70877001616724),
("Dayananda Saraswati Jayantiyear (latent)",
-6.399426535414734),
("today<time-of-day> am|pm", -6.399426535414734),
("Februarythe <day-of-month> (ordinal)", -5.993961427306569),
("at <time-of-day><time> <part-of-day>", -6.399426535414734),
("<day-of-month> (ordinal)intersect", -5.993961427306569),
("hourhour", -4.319984993734898),
("Mahavir Jayantiyear (latent)", -5.993961427306569),
("Navaratriin|during <named-month>|year", -6.399426535414734),
("Wednesdaythis|last|next <cycle>", -6.399426535414734),
("Lentyear (latent)", -6.399426535414734),
-6.401917196727186),
("today<time-of-day> am|pm", -6.401917196727186),
("Februarythe <day-of-month> (ordinal)", -5.996452088619021),
("at <time-of-day><time> <part-of-day>", -6.401917196727186),
("<day-of-month> (ordinal)intersect", -5.996452088619021),
("hourhour", -4.3224756550473495),
("Mahavir Jayantiyear (latent)", -5.996452088619021),
("Navaratriin|during <named-month>|year", -6.401917196727186),
("Wednesdaythis|last|next <cycle>", -6.401917196727186),
("Lentyear (latent)", -6.401917196727186),
("intersect<named-month> <day-of-month> (non ordinal)",
-4.527624358513142),
("Boghiyear (latent)", -6.399426535414734),
("dayyear", -1.8776379583656932),
-4.530115019825594),
("Boghiyear (latent)", -6.401917196727186),
("dayyear", -1.874708552208806),
("Karva Chauthin|during <named-month>|year",
-6.399426535414734),
("Thursdayfrom|since|after <time>", -5.993961427306569),
-6.401917196727186),
("Thursdayfrom|since|after <time>", -5.996452088619021),
("<time-of-day> o'clockin|during the <part-of-day>",
-6.399426535414734),
("Thursdayat <time-of-day>", -5.7062793548547885),
("Islamic New Yearyear (latent)", -5.993961427306569),
("Laylat al-Qadryear (latent)", -5.483135803540579),
("Shrove Tuesdayyear (latent)", -6.399426535414734),
-6.401917196727186),
("Thursdayat <time-of-day>", -5.70877001616724),
("Islamic New Yearyear (latent)", -5.996452088619021),
("Laylat al-Qadryear (latent)", -5.485626464853031),
("Shrove Tuesdayyear (latent)", -6.401917196727186),
("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-5.7062793548547885),
("<time-of-day> am|pmtomorrow", -5.7062793548547885),
("Yom Kippuryear (latent)", -6.399426535414734),
("<day-of-month> (ordinal)Tuesday", -5.993961427306569),
("<part-of-day> of <time>year (latent)", -6.399426535414734),
("minutehour", -5.146663566919366),
("Kaanum Pongalyear (latent)", -5.993961427306569),
("Maha Saptamiyear (latent)", -6.399426535414734),
-5.70877001616724),
("<time-of-day> am|pmtomorrow", -5.70877001616724),
("Yom Kippuryear (latent)", -6.401917196727186),
("<day-of-month> (ordinal)Tuesday", -5.996452088619021),
("<part-of-day> of <time>year (latent)", -6.401917196727186),
("minutehour", -5.149154228231818),
("Kaanum Pongalyear (latent)", -5.996452088619021),
("Maha Saptamiyear (latent)", -6.401917196727186),
("at <time-of-day>in|during the <part-of-day>",
-5.993961427306569),
("time-of-day (latent)tomorrow", -5.483135803540579),
("part of daysat <time-of-day>", -5.993961427306569),
-5.996452088619021),
("time-of-day (latent)tomorrow", -5.485626464853031),
("part of daysat <time-of-day>", -5.996452088619021),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-4.384523514872469),
("for <duration> from <time>December", -6.399426535414734),
("tomorrow<time-of-day> sharp|exactly", -6.399426535414734),
-4.387014176184921),
("for <duration> from <time>December", -6.401917196727186),
("tomorrow<time-of-day> sharp|exactly", -6.401917196727186),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.146663566919366),
-5.149154228231818),
("intersect by \",\", \"of\", \"from\" for yearhhhmm",
-5.146663566919366),
("time-of-day (latent)this <part-of-day>", -6.399426535414734),
("Pentecostyear (latent)", -6.399426535414734),
-5.149154228231818),
("time-of-day (latent)this <part-of-day>", -6.401917196727186),
("Pentecostyear (latent)", -6.401917196727186),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.146663566919366),
("<day-of-month> (ordinal)February", -6.399426535414734),
("Eid al-Fitryear (latent)", -5.013132174294843),
-5.149154228231818),
("<day-of-month> (ordinal)February", -6.401917196727186),
("Eid al-Fitryear (latent)", -5.015622835607295),
("Vasant Panchamiin|during <named-month>|year",
-6.399426535414734),
("Mondayin|during the <part-of-day>", -6.399426535414734),
("Chhathin|during <named-month>|year", -6.399426535414734),
("Diwaliin|during <named-month>|year", -6.399426535414734),
("Vaisakhiin|during <named-month>|year", -6.399426535414734),
("Guru Ravidass Jayantiyear (latent)", -5.146663566919366),
("Raksha Bandhanyear (latent)", -6.399426535414734),
("daysecond", -5.993961427306569),
-6.401917196727186),
("Mondayin|during the <part-of-day>", -6.401917196727186),
("Chhathin|during <named-month>|year", -6.401917196727186),
("Diwaliin|during <named-month>|year", -6.401917196727186),
("Vaisakhiin|during <named-month>|year", -6.401917196727186),
("Guru Ravidass Jayantiyear (latent)", -5.149154228231818),
("Raksha Bandhanyear (latent)", -6.401917196727186),
("daysecond", -5.996452088619021),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-5.993961427306569),
("Ratha-Yatrayear (latent)", -6.399426535414734),
("Ashurayear (latent)", -6.399426535414734),
("Tuesdayin|during <named-month>|year", -6.399426535414734),
("Chinese New Yearyear (latent)", -6.399426535414734),
("tomorrowintersect", -6.399426535414734),
("Lag BaOmeryear (latent)", -6.399426535414734),
-5.996452088619021),
("Ratha-Yatrayear (latent)", -6.401917196727186),
("Ashurayear (latent)", -6.401917196727186),
("Tuesdayin|during <named-month>|year", -6.401917196727186),
("Chinese New Yearyear (latent)", -6.401917196727186),
("tomorrowintersect", -6.401917196727186),
("Lag BaOmeryear (latent)", -6.401917196727186),
("last weekend of <named-month>year (latent)",
-6.399426535414734),
("Eid al-Adhayear (latent)", -4.259360371918463),
("intersectin|during the <part-of-day>", -6.399426535414734),
("Palm Sundayyear (latent)", -6.399426535414734),
("Christmasat <time-of-day>", -6.399426535414734),
("Passoveryear (latent)", -6.399426535414734),
("Lazarus Saturdayyear (latent)", -6.399426535414734),
-6.401917196727186),
("Eid al-Adhayear (latent)", -4.261851033230915),
("intersectin|during the <part-of-day>", -6.401917196727186),
("Palm Sundayyear (latent)", -6.401917196727186),
("Christmasat <time-of-day>", -6.401917196727186),
("Passoveryear (latent)", -6.401917196727186),
("Lazarus Saturdayyear (latent)", -6.401917196727186),
("<day-of-month> (ordinal or number) <named-month>year (latent)",
-6.399426535414734),
("hhhmmon <day>", -5.483135803540579),
("Yom HaShoahyear (latent)", -5.993961427306569),
-6.401917196727186),
("hhhmmon <day>", -5.485626464853031),
("Yom HaShoahyear (latent)", -5.996452088619021),
("Thursday<datetime> - <datetime> (interval)",
-5.993961427306569),
-5.996452088619021),
("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
-6.399426535414734),
("Septemberyear (latent)", -5.993961427306569),
-6.401917196727186),
("Septemberyear (latent)", -5.996452088619021),
("Thursday<time-of-day> - <time-of-day> (interval)",
-4.895349138638459),
("Halloweenyear (latent)", -6.399426535414734),
-4.897839799950911),
("Halloweenyear (latent)", -6.401917196727186),
("<ordinal> last <cycle> of <time>year (latent)",
-5.993961427306569),
-5.996452088619021),
("from <time-of-day> - <time-of-day> (interval)on <day>",
-5.7062793548547885),
-5.70877001616724),
("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
-6.399426535414734),
("at <time-of-day>intersect", -5.483135803540579),
("Rosh Hashanahyear (latent)", -5.7062793548547885),
("Dhanterasyear (latent)", -6.399426535414734),
("Tu BiShvatyear (latent)", -6.399426535414734),
("<day-of-month> (ordinal)December", -5.7062793548547885),
("Holiyear (latent)", -5.7062793548547885),
-6.401917196727186),
("at <time-of-day>intersect", -5.485626464853031),
("Rosh Hashanahyear (latent)", -5.70877001616724),
("Dhanterasyear (latent)", -6.401917196727186),
("Tu BiShvatyear (latent)", -6.401917196727186),
("<day-of-month> (ordinal)December", -5.70877001616724),
("Holiyear (latent)", -5.70877001616724),
("<time-of-day> - <time-of-day> (interval)tomorrow",
-6.399426535414734),
("Holika Dahanyear (latent)", -5.7062793548547885),
-6.401917196727186),
("Holika Dahanyear (latent)", -5.70877001616724),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.993961427306569),
("dayminute", -3.0852405307422077),
("Mawlidyear (latent)", -6.399426535414734),
-5.996452088619021),
("dayminute", -3.08773119205466),
("Mawlidyear (latent)", -6.401917196727186),
("from <datetime> - <datetime> (interval)on <day>",
-5.993961427306569),
-5.996452088619021),
("<datetime> - <datetime> (interval)tomorrow",
-6.399426535414734),
("Jumu'atul-Widayear (latent)", -5.483135803540579),
("minuteday", -2.6617569171313655),
("absorption of , after named dayintersect",
-5.7062793548547885),
("intersectyear (latent)", -6.399426535414734),
("Orthodox Easter Sundayyear (latent)", -6.399426535414734),
-6.401917196727186),
("Jumu'atul-Widayear (latent)", -5.485626464853031),
("minuteday", -2.6642475784438173),
("absorption of , after named dayintersect", -5.70877001616724),
("intersectyear (latent)", -6.401917196727186),
("Orthodox Easter Sundayyear (latent)", -6.401917196727186),
("time-of-day (latent)in|within|after <duration>",
-6.399426535414734),
-6.401917196727186),
("<ordinal> <cycle> of <time>year (latent)",
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("intersecthhhmm", -5.993961427306569),
-6.401917196727186),
("intersecthhhmm", -5.996452088619021),
("the <day-of-month> (ordinal)in|during the <part-of-day>",
-6.399426535414734),
("Boss's Dayyear (latent)", -5.993961427306569),
-6.401917196727186),
("Boss's Dayyear (latent)", -5.996452088619021),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-6.399426535414734),
("Global Youth Service Dayyear (latent)", -6.399426535414734),
("Dhanterasin|during <named-month>|year", -6.399426535414734),
("Tisha B'Avyear (latent)", -6.399426535414734),
("Isra and Mi'rajyear (latent)", -5.483135803540579),
("at <time-of-day>on <day>", -4.789988622980633),
-6.401917196727186),
("Global Youth Service Dayyear (latent)", -6.401917196727186),
("Dhanterasin|during <named-month>|year", -6.401917196727186),
("Tisha B'Avyear (latent)", -6.401917196727186),
("Isra and Mi'rajyear (latent)", -5.485626464853031),
("at <time-of-day>on <day>", -4.792479284293085),
("at <time-of-day>absorption of , after named day",
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("time-of-day (latent)<time> <part-of-day>",
-5.7062793548547885),
("Christmasyear (latent)", -5.993961427306569),
("Naraka Chaturdashiyear (latent)", -5.993961427306569),
("Thai Pongalin|during <named-month>|year", -6.399426535414734),
("dayweek", -6.399426535414734),
("Easter Sundayyear (latent)", -5.7062793548547885),
-5.996452088619021),
("time-of-day (latent)<time> <part-of-day>", -5.70877001616724),
("Christmasyear (latent)", -5.996452088619021),
("Naraka Chaturdashiyear (latent)", -5.996452088619021),
("Thai Pongalin|during <named-month>|year", -6.401917196727186),
("dayweek", -6.401917196727186),
("Easter Sundayyear (latent)", -5.70877001616724),
("between <time-of-day> and <time-of-day> (interval)on <day>",
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("weekyear", -5.300814246746624),
("King's Dayyear (latent)", -4.895349138638459),
("hh:mmin|during the <part-of-day>", -5.483135803540579),
-5.996452088619021),
("weekyear", -5.303304908059076),
("King's Dayyear (latent)", -4.897839799950911),
("hh:mmin|during the <part-of-day>", -5.485626464853031),
("<cycle> after|before <time><time-of-day> am|pm",
-5.993961427306569),
("Hanukkahyear (latent)", -5.7062793548547885),
("February<time> <part-of-day>", -6.399426535414734),
-5.996452088619021),
("Hanukkahyear (latent)", -5.70877001616724),
("February<time> <part-of-day>", -6.401917196727186),
("time-of-day (latent)in|during the <part-of-day>",
-6.399426535414734),
("Great Lentyear (latent)", -6.399426535414734),
("tomorrowat <time-of-day>", -5.7062793548547885),
-6.401917196727186),
("Great Lentyear (latent)", -6.401917196727186),
("tomorrowat <time-of-day>", -5.70877001616724),
("hhmm (latent)in|during the <part-of-day>",
-6.399426535414734),
("Ugadiyear (latent)", -5.013132174294843),
("Vaisakhiyear (latent)", -5.7062793548547885),
-6.401917196727186),
("Ugadiyear (latent)", -5.015622835607295),
("Vaisakhiyear (latent)", -5.70877001616724),
("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-5.7062793548547885),
("last <cycle> of <time>year (latent)", -5.7062793548547885),
("at <time-of-day>tomorrow", -5.993961427306569),
("tomorrow<time-of-day> am|pm", -6.399426535414734),
-5.70877001616724),
("last <cycle> of <time>year (latent)", -5.70877001616724),
("at <time-of-day>tomorrow", -5.996452088619021),
("tomorrow<time-of-day> am|pm", -6.401917196727186),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-6.399426535414734),
("Diwaliyear (latent)", -6.399426535414734),
("between <time> and <time>on <day>", -5.993961427306569),
("Black Fridayyear (latent)", -5.993961427306569),
-6.401917196727186),
("Diwaliyear (latent)", -6.401917196727186),
("between <time> and <time>on <day>", -5.996452088619021),
("Black Fridayyear (latent)", -5.996452088619021),
("the <ordinal> last <cycle> of <time>year (latent)",
-6.399426535414734),
-6.401917196727186),
("in|during the <part-of-day>at <time-of-day>",
-6.399426535414734),
("Chhathyear (latent)", -5.993961427306569),
("Vasant Panchamiyear (latent)", -6.399426535414734),
("Rabindra Jayantiyear (latent)", -5.146663566919366),
("St Patrick's Dayyear (latent)", -6.399426535414734),
("Thursday<time> (timezone)", -6.399426535414734),
-6.401917196727186),
("Chhathyear (latent)", -5.996452088619021),
("Vasant Panchamiyear (latent)", -6.401917196727186),
("Rabindra Jayantiyear (latent)", -5.149154228231818),
("St Patrick's Dayyear (latent)", -6.401917196727186),
("Thursday<time> (timezone)", -6.401917196727186),
("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-6.399426535414734),
("Pargat Diwasyear (latent)", -5.146663566919366),
("<datetime> - <datetime> (interval)July", -5.993961427306569),
-6.401917196727186),
("Pargat Diwasyear (latent)", -5.149154228231818),
("<datetime> - <datetime> (interval)July", -5.996452088619021),
("on <day><named-month> <day-of-month> (non ordinal)",
-5.7062793548547885),
("Februaryintersect", -6.399426535414734),
("Simchat Torahyear (latent)", -6.399426535414734),
("minuteyear", -6.399426535414734)],
n = 463},
-5.70877001616724),
("Februaryintersect", -6.401917196727186),
("Simchat Torahyear (latent)", -6.401917196727186),
("minuteyear", -6.401917196727186)],
n = 464},
koData =
ClassData{prior = -0.9987237428882767, unseen = -6.706862336602747,
ClassData{prior = -1.0000870696161408, unseen = -6.70808408385307,
likelihoods =
HashMap.fromList
[("Thursdayhhhmm", -4.508414517523783),
("hourday", -3.614596641501687),
[("Thursdayhhhmm", -4.5096377592665275),
("hourday", -3.615819883244431),
("<hour-of-day> <integer><time-of-day> am|pm",
-6.012491914300058),
("<day-of-month> (ordinal)August", -6.012491914300058),
("dayhour", -3.447542556838521),
("<time> timezoneyear (latent)", -5.319344733740112),
-6.013715156042802),
("<day-of-month> (ordinal)August", -6.013715156042802),
("dayhour", -3.448765798581265),
("<time> timezoneyear (latent)", -5.320567975482857),
("<time-of-day> - <time-of-day> (interval)on <day>",
-5.096201182425903),
("Tuesdayfrom|since|after <time>", -5.319344733740112),
("daymonth", -3.338343264873529),
("monthyear", -4.75972894580469),
("<time-of-day> am|pmyear (latent)", -5.319344733740112),
("Thai Pongalyear (latent)", -5.319344733740112),
("intersecthh:mm", -6.012491914300058),
-5.097424424168647),
("Tuesdayfrom|since|after <time>", -5.320567975482857),
("daymonth", -3.339566506616273),
("monthyear", -4.760952187547434),
("<time-of-day> am|pmyear (latent)", -5.320567975482857),
("Thai Pongalyear (latent)", -5.320567975482857),
("intersecthh:mm", -6.013715156042802),
("from <datetime> - <datetime> (interval)July",
-5.607026806191893),
("<day-of-month> (ordinal)Wednesday", -6.012491914300058),
("houryear", -4.626197553180167),
-5.6082500479346375),
("<day-of-month> (ordinal)Wednesday", -6.013715156042802),
("houryear", -4.627420794922911),
("from <time-of-day> - <time-of-day> (interval)July",
-6.012491914300058),
("<day-of-month> (ordinal)October", -6.012491914300058),
-6.013715156042802),
("<day-of-month> (ordinal)October", -6.013715156042802),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.319344733740112),
("hournograin", -4.75972894580469),
("<time-of-day> am|pmintersect", -4.75972894580469),
("Octoberyear (latent)", -6.012491914300058),
-5.320567975482857),
("hournograin", -4.760952187547434),
("<time-of-day> am|pmintersect", -4.760952187547434),
("Octoberyear (latent)", -6.013715156042802),
("time-of-day (latent)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.607026806191893),
("until <time>on <day>", -5.319344733740112),
("time-of-day (latent)intersect", -5.319344733740112),
("todayin <number> (implicit minutes)", -6.012491914300058),
-5.6082500479346375),
("until <time>on <day>", -5.320567975482857),
("time-of-day (latent)intersect", -5.320567975482857),
("todayin <number> (implicit minutes)", -6.013715156042802),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.319344733740112),
-5.320567975482857),
("about|exactly <time-of-day>year (latent)",
-6.012491914300058),
("hh:mmon <day>", -4.75972894580469),
("hhhmmintersect", -5.607026806191893),
("absorption of , after named dayJuly", -5.096201182425903),
("from|since|after <time>July", -5.607026806191893),
-6.013715156042802),
("hh:mmon <day>", -4.760952187547434),
("hhhmmintersect", -5.6082500479346375),
("absorption of , after named dayJuly", -5.097424424168647),
("from|since|after <time>July", -5.6082500479346375),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-5.096201182425903),
("Clean Mondayyear (latent)", -6.012491914300058),
("monthhour", -6.012491914300058),
-5.097424424168647),
("Clean Mondayyear (latent)", -6.013715156042802),
("monthhour", -6.013715156042802),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.607026806191893),
("hourmonth", -4.140689737398466),
("todayat <time-of-day>", -6.012491914300058),
("hhhmmyear (latent)", -4.75972894580469),
("from|since|after <time>December", -6.012491914300058),
-5.6082500479346375),
("hourmonth", -4.14191297914121),
("todayat <time-of-day>", -6.013715156042802),
("hhhmmyear (latent)", -4.760952187547434),
("from|since|after <time>December", -6.013715156042802),
("from|since|after <time><time-of-day> am|pm",
-6.012491914300058),
("<time-of-day> am|pmon <day>", -4.75972894580469),
("Mondayyear (latent)", -5.319344733740112),
("dayday", -4.626197553180167),
("on <day>September", -5.319344733740112),
("time-of-day (latent)September", -5.607026806191893),
("hourhour", -5.607026806191893),
("time-of-day (latent)on <day>", -4.508414517523783),
("Thursdaydd/mm", -6.012491914300058),
-6.013715156042802),
("<time-of-day> am|pmon <day>", -4.760952187547434),
("Mondayyear (latent)", -5.320567975482857),
("dayday", -4.627420794922911),
("on <day>September", -5.320567975482857),
("time-of-day (latent)September", -5.6082500479346375),
("hourhour", -5.6082500479346375),
("time-of-day (latent)on <day>", -4.5096377592665275),
("Thursdaydd/mm", -6.013715156042802),
("time-of-day (latent)<cycle> after|before <time>",
-5.607026806191893),
("dayyear", -3.0947211822157783),
("New Year's Dayyear (latent)", -5.096201182425903),
("time-of-day (latent)Sunday", -5.607026806191893),
("Thursdayfrom|since|after <time>", -4.307743822061632),
("Thursdayat <time-of-day>", -4.403054001865957),
-5.6082500479346375),
("dayyear", -3.0959444239585228),
("New Year's Dayyear (latent)", -5.097424424168647),
("time-of-day (latent)Sunday", -5.6082500479346375),
("Thursdayfrom|since|after <time>", -4.308967063804377),
("Thursdayat <time-of-day>", -4.404277243608702),
("<integer> to|till|before <hour-of-day>September",
-6.012491914300058),
("Aprilyear (latent)", -6.012491914300058),
("the <day-of-month> (ordinal)July", -6.012491914300058),
("the <day-of-month> (number)July", -6.012491914300058),
("monthminute", -6.012491914300058),
("<time-of-day> am|pmtomorrow", -6.012491914300058),
("Thursdayhh:mm", -5.096201182425903),
("<day-of-month> (ordinal)Tuesday", -5.607026806191893),
("minutemonth", -3.872425750803787),
("time-of-day (latent)Friday", -5.607026806191893),
("minutehour", -6.012491914300058),
("Augustyear (latent)", -5.607026806191893),
("week-endin|during <named-month>|year", -6.012491914300058),
("time-of-day (latent)Tuesday", -5.607026806191893),
-6.013715156042802),
("Aprilyear (latent)", -6.013715156042802),
("the <day-of-month> (ordinal)July", -6.013715156042802),
("the <day-of-month> (number)July", -6.013715156042802),
("monthminute", -6.013715156042802),
("<time-of-day> am|pmtomorrow", -6.013715156042802),
("Thursdayhh:mm", -5.097424424168647),
("<day-of-month> (ordinal)Tuesday", -5.6082500479346375),
("minutemonth", -3.873648992546531),
("time-of-day (latent)Friday", -5.6082500479346375),
("minutehour", -6.013715156042802),
("Augustyear (latent)", -5.6082500479346375),
("week-endin|during <named-month>|year", -6.013715156042802),
("time-of-day (latent)Tuesday", -5.6082500479346375),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-6.012491914300058),
("Sundayyear (latent)", -5.096201182425903),
("Christmasat <time-of-day>", -6.012491914300058),
("from|since|after <time>year (latent)", -4.913879625631948),
("hhhmmon <day>", -5.096201182425903),
("yesterday<time-of-day> am|pm", -6.012491914300058),
("<day-of-month> (ordinal)July", -5.319344733740112),
-6.013715156042802),
("Sundayyear (latent)", -5.097424424168647),
("Christmasat <time-of-day>", -6.013715156042802),
("from|since|after <time>year (latent)", -4.915102867374692),
("hhhmmon <day>", -5.097424424168647),
("yesterday<time-of-day> am|pm", -6.013715156042802),
("<day-of-month> (ordinal)July", -5.320567975482857),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-6.012491914300058),
-6.013715156042802),
("Thursday<time-of-day> - <time-of-day> (interval)",
-6.012491914300058),
-6.013715156042802),
("in|during <named-month>|yearyear (latent)",
-6.012491914300058),
("at <time-of-day>intersect", -5.096201182425903),
("hh:mmyear (latent)", -4.626197553180167),
("Holiyear (latent)", -6.012491914300058),
("until <time><time-of-day> am|pm", -6.012491914300058),
-6.013715156042802),
("at <time-of-day>intersect", -5.097424424168647),
("hh:mmyear (latent)", -4.627420794922911),
("Holiyear (latent)", -6.013715156042802),
("until <time><time-of-day> am|pm", -6.013715156042802),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.607026806191893),
("dayminute", -3.1792785702438415),
("yyyy-mm-ddhh:mm", -5.607026806191893),
("intersectfrom|since|after <time>", -5.607026806191893),
("intersectSeptember", -4.140689737398466),
("minuteday", -2.855491493149944),
-5.6082500479346375),
("dayminute", -3.1805018119865855),
("yyyy-mm-ddhh:mm", -5.6082500479346375),
("intersectfrom|since|after <time>", -5.6082500479346375),
("intersectSeptember", -4.14191297914121),
("minuteday", -2.8567147348926882),
("absorption of , after named dayintersect",
-6.012491914300058),
("intersectyear (latent)", -6.012491914300058),
("Februaryin|during the <part-of-day>", -6.012491914300058),
-6.013715156042802),
("intersectyear (latent)", -6.013715156042802),
("Februaryin|during the <part-of-day>", -6.013715156042802),
("<duration> after|before|from|past <time>December",
-6.012491914300058),
("time-of-day (latent)July", -5.319344733740112),
("Saturdayyear (latent)", -6.012491914300058),
-6.013715156042802),
("time-of-day (latent)July", -5.320567975482857),
("Saturdayyear (latent)", -6.013715156042802),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-6.012491914300058),
("at <time-of-day>on <day>", -5.096201182425903),
("absorption of , after named daySeptember", -4.75972894580469),
("Naraka Chaturdashiyear (latent)", -6.012491914300058),
("from|since|after <time>on <day>", -5.096201182425903),
("dayweek", -6.012491914300058),
("Easter Sundayyear (latent)", -5.607026806191893),
("Thursday<time-of-day> am|pm", -4.75972894580469),
("weekyear", -5.607026806191893),
("time-of-day (latent)Thursday", -5.607026806191893),
-6.013715156042802),
("at <time-of-day>on <day>", -5.097424424168647),
("absorption of , after named daySeptember",
-4.760952187547434),
("Naraka Chaturdashiyear (latent)", -6.013715156042802),
("from|since|after <time>on <day>", -5.097424424168647),
("dayweek", -6.013715156042802),
("Easter Sundayyear (latent)", -5.6082500479346375),
("Thursday<time-of-day> am|pm", -4.760952187547434),
("weekyear", -5.6082500479346375),
("time-of-day (latent)Thursday", -5.6082500479346375),
("<named-month> <day-of-month> (non ordinal)until <time>",
-6.012491914300058),
("<day-of-month> (ordinal)April", -6.012491914300058),
-6.013715156042802),
("<day-of-month> (ordinal)April", -6.013715156042802),
("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-5.607026806191893),
-5.6082500479346375),
("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-5.319344733740112),
("Sundayfrom|since|after <time>", -6.012491914300058),
("absorption of , after named dayFebruary", -5.096201182425903),
-5.320567975482857),
("Sundayfrom|since|after <time>", -6.013715156042802),
("absorption of , after named dayFebruary", -5.097424424168647),
("time-of-day (latent)in|during the <part-of-day>",
-5.607026806191893),
-5.6082500479346375),
("July<integer> to|till|before <hour-of-day>",
-6.012491914300058),
("tomorrowat <time-of-day>", -6.012491914300058),
("daynograin", -5.607026806191893),
-6.013715156042802),
("tomorrowat <time-of-day>", -6.013715156042802),
("daynograin", -5.6082500479346375),
("<integer> to|till|before <hour-of-day>July",
-5.607026806191893),
("last <cycle> of <time>year (latent)", -5.607026806191893),
("tomorrow<time-of-day> am|pm", -6.012491914300058),
-5.6082500479346375),
("last <cycle> of <time>year (latent)", -5.6082500479346375),
("tomorrow<time-of-day> am|pm", -6.013715156042802),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-5.319344733740112),
("Diwaliyear (latent)", -5.607026806191893),
-5.320567975482857),
("Diwaliyear (latent)", -5.6082500479346375),
("<time-of-day> - <time-of-day> (interval)July",
-6.012491914300058),
("Fridayyear (latent)", -5.607026806191893),
("time-of-day (latent)April", -6.012491914300058),
("minuteyear", -3.815267336963838)],
-6.013715156042802),
("Fridayyear (latent)", -5.6082500479346375),
("time-of-day (latent)April", -6.013715156042802),
("minuteyear", -3.816490578706582)],
n = 270}}),
("one eleven",
Classifier{okData =
@ -1556,14 +1562,14 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -0.1494000770686605, unseen = -5.375278407684165,
ClassData{prior = -0.14874526126035031, unseen = -5.37989735354046,
likelihoods =
HashMap.fromList
[("integer (numeric)", -2.830377616285182e-2),
("intersect 2 numbers", -3.984343667007772)],
n = 211},
[("integer (numeric)", -2.8170876966696335e-2),
("intersect 2 numbers", -3.9889840465642745)],
n = 212},
koData =
ClassData{prior = -1.9748976859285656,
ClassData{prior = -1.9789710113162013,
unseen = -3.6635616461296463,
likelihoods =
HashMap.fromList

View File

@ -83,10 +83,10 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.5635043216751151, unseen = -6.091309882077698,
likelihoods = HashMap.fromList [("", 0.0)], n = 440},
ClassData{prior = -0.5625269981428811, unseen = -6.093569770045136,
likelihoods = HashMap.fromList [("", 0.0)], n = 441},
koData =
ClassData{prior = -0.8421365586069781, unseen = -5.814130531825066,
ClassData{prior = -0.8434293836092833, unseen = -5.814130531825066,
likelihoods = HashMap.fromList [("", 0.0)], n = 333}}),
("<year> (bc|ad)",
Classifier{okData =
@ -770,6 +770,13 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Ganesh Chaturthi",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("July",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.5553480614894135,
@ -858,429 +865,428 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.45941864780041747,
unseen = -7.093404625868766,
ClassData{prior = -0.4586244763882603, unseen = -7.095893221097532,
likelihoods =
HashMap.fromList
[("Navaratriyear (latent)", -6.399426535414734),
("Karva Chauthyear (latent)", -6.399426535414734),
[("Navaratriyear (latent)", -6.401917196727186),
("Karva Chauthyear (latent)", -6.401917196727186),
("<day-of-month> (ordinal)in|during the <part-of-day>",
-6.399426535414734),
("Maha Shivaratriyear (latent)", -6.399426535414734),
("Ramadanyear (latent)", -5.146663566919366),
-6.401917196727186),
("Maha Shivaratriyear (latent)", -6.401917196727186),
("Ramadanyear (latent)", -5.149154228231818),
("<datetime> - <datetime> (interval)on <day>",
-5.013132174294843),
("Bhai Doojyear (latent)", -6.399426535414734),
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("time-of-day (latent)this <part-of-day>", -6.401917196727186),
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("hhhmmon <day>", -5.485626464853031),
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-6.401917196727186),
("Septemberyear (latent)", -5.996452088619021),
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("Halloweenyear (latent)", -6.399426535414734),
-4.897839799950911),
("Halloweenyear (latent)", -6.401917196727186),
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-5.996452088619021),
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-5.70877001616724),
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("at <time-of-day>intersect", -5.483135803540579),
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("Dhanterasyear (latent)", -6.399426535414734),
("Tu BiShvatyear (latent)", -6.399426535414734),
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("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
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-5.996452088619021),
("<datetime> - <datetime> (interval)tomorrow",
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("intersectyear (latent)", -6.399426535414734),
("Orthodox Easter Sundayyear (latent)", -6.399426535414734),
-6.401917196727186),
("Jumu'atul-Widayear (latent)", -5.485626464853031),
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("time-of-day (latent)in|within|after <duration>",
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-6.401917196727186),
("<ordinal> <cycle> of <time>year (latent)",
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("intersecthhhmm", -5.996452088619021),
("the <day-of-month> (ordinal)in|during the <part-of-day>",
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("Boss's Dayyear (latent)", -5.993961427306569),
-6.401917196727186),
("Boss's Dayyear (latent)", -5.996452088619021),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-6.399426535414734),
("Global Youth Service Dayyear (latent)", -6.399426535414734),
("Dhanterasin|during <named-month>|year", -6.399426535414734),
("Tisha B'Avyear (latent)", -6.399426535414734),
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("at <time-of-day>on <day>", -4.789988622980633),
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("Global Youth Service Dayyear (latent)", -6.401917196727186),
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("Tisha B'Avyear (latent)", -6.401917196727186),
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("time-of-day (latent)<time> <part-of-day>",
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("Christmasyear (latent)", -5.993961427306569),
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-5.996452088619021),
("time-of-day (latent)<time> <part-of-day>", -5.70877001616724),
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("Easter Sundayyear (latent)", -5.70877001616724),
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("King's Dayyear (latent)", -4.895349138638459),
("hh:mmin|during the <part-of-day>", -5.483135803540579),
-5.996452088619021),
("weekyear", -5.303304908059076),
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("<cycle> after|before <time><time-of-day> am|pm",
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("Hanukkahyear (latent)", -5.7062793548547885),
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-5.996452088619021),
("Hanukkahyear (latent)", -5.70877001616724),
("February<time> <part-of-day>", -6.401917196727186),
("time-of-day (latent)in|during the <part-of-day>",
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("Great Lentyear (latent)", -6.399426535414734),
("tomorrowat <time-of-day>", -5.7062793548547885),
-6.401917196727186),
("Great Lentyear (latent)", -6.401917196727186),
("tomorrowat <time-of-day>", -5.70877001616724),
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("Vaisakhiyear (latent)", -5.7062793548547885),
-6.401917196727186),
("Ugadiyear (latent)", -5.015622835607295),
("Vaisakhiyear (latent)", -5.70877001616724),
("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-5.7062793548547885),
("last <cycle> of <time>year (latent)", -5.7062793548547885),
("at <time-of-day>tomorrow", -5.993961427306569),
("tomorrow<time-of-day> am|pm", -6.399426535414734),
-5.70877001616724),
("last <cycle> of <time>year (latent)", -5.70877001616724),
("at <time-of-day>tomorrow", -5.996452088619021),
("tomorrow<time-of-day> am|pm", -6.401917196727186),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-6.399426535414734),
("Diwaliyear (latent)", -6.399426535414734),
("between <time> and <time>on <day>", -5.993961427306569),
("Black Fridayyear (latent)", -5.993961427306569),
-6.401917196727186),
("Diwaliyear (latent)", -6.401917196727186),
("between <time> and <time>on <day>", -5.996452088619021),
("Black Fridayyear (latent)", -5.996452088619021),
("the <ordinal> last <cycle> of <time>year (latent)",
-6.399426535414734),
-6.401917196727186),
("in|during the <part-of-day>at <time-of-day>",
-6.399426535414734),
("Chhathyear (latent)", -5.993961427306569),
("Vasant Panchamiyear (latent)", -6.399426535414734),
("Rabindra Jayantiyear (latent)", -5.146663566919366),
("St Patrick's Dayyear (latent)", -6.399426535414734),
("Thursday<time> (timezone)", -6.399426535414734),
-6.401917196727186),
("Chhathyear (latent)", -5.996452088619021),
("Vasant Panchamiyear (latent)", -6.401917196727186),
("Rabindra Jayantiyear (latent)", -5.149154228231818),
("St Patrick's Dayyear (latent)", -6.401917196727186),
("Thursday<time> (timezone)", -6.401917196727186),
("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-6.399426535414734),
("Pargat Diwasyear (latent)", -5.146663566919366),
("<datetime> - <datetime> (interval)July", -5.993961427306569),
-6.401917196727186),
("Pargat Diwasyear (latent)", -5.149154228231818),
("<datetime> - <datetime> (interval)July", -5.996452088619021),
("on <day><named-month> <day-of-month> (non ordinal)",
-5.7062793548547885),
("Februaryintersect", -6.399426535414734),
("Simchat Torahyear (latent)", -6.399426535414734),
("minuteyear", -6.399426535414734)],
n = 463},
-5.70877001616724),
("Februaryintersect", -6.401917196727186),
("Simchat Torahyear (latent)", -6.401917196727186),
("minuteyear", -6.401917196727186)],
n = 464},
koData =
ClassData{prior = -0.9987237428882767, unseen = -6.706862336602747,
ClassData{prior = -1.0000870696161408, unseen = -6.70808408385307,
likelihoods =
HashMap.fromList
[("Thursdayhhhmm", -4.508414517523783),
("hourday", -3.614596641501687),
[("Thursdayhhhmm", -4.5096377592665275),
("hourday", -3.615819883244431),
("<hour-of-day> <integer><time-of-day> am|pm",
-6.012491914300058),
("<day-of-month> (ordinal)August", -6.012491914300058),
("dayhour", -3.447542556838521),
("<time> timezoneyear (latent)", -5.319344733740112),
-6.013715156042802),
("<day-of-month> (ordinal)August", -6.013715156042802),
("dayhour", -3.448765798581265),
("<time> timezoneyear (latent)", -5.320567975482857),
("<time-of-day> - <time-of-day> (interval)on <day>",
-5.096201182425903),
("Tuesdayfrom|since|after <time>", -5.319344733740112),
("daymonth", -3.338343264873529),
("monthyear", -4.75972894580469),
("<time-of-day> am|pmyear (latent)", -5.319344733740112),
("Thai Pongalyear (latent)", -5.319344733740112),
("intersecthh:mm", -6.012491914300058),
-5.097424424168647),
("Tuesdayfrom|since|after <time>", -5.320567975482857),
("daymonth", -3.339566506616273),
("monthyear", -4.760952187547434),
("<time-of-day> am|pmyear (latent)", -5.320567975482857),
("Thai Pongalyear (latent)", -5.320567975482857),
("intersecthh:mm", -6.013715156042802),
("from <datetime> - <datetime> (interval)July",
-5.607026806191893),
("<day-of-month> (ordinal)Wednesday", -6.012491914300058),
("houryear", -4.626197553180167),
-5.6082500479346375),
("<day-of-month> (ordinal)Wednesday", -6.013715156042802),
("houryear", -4.627420794922911),
("from <time-of-day> - <time-of-day> (interval)July",
-6.012491914300058),
("<day-of-month> (ordinal)October", -6.012491914300058),
-6.013715156042802),
("<day-of-month> (ordinal)October", -6.013715156042802),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.319344733740112),
("hournograin", -4.75972894580469),
("<time-of-day> am|pmintersect", -4.75972894580469),
("Octoberyear (latent)", -6.012491914300058),
-5.320567975482857),
("hournograin", -4.760952187547434),
("<time-of-day> am|pmintersect", -4.760952187547434),
("Octoberyear (latent)", -6.013715156042802),
("time-of-day (latent)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.607026806191893),
("until <time>on <day>", -5.319344733740112),
("time-of-day (latent)intersect", -5.319344733740112),
("todayin <number> (implicit minutes)", -6.012491914300058),
-5.6082500479346375),
("until <time>on <day>", -5.320567975482857),
("time-of-day (latent)intersect", -5.320567975482857),
("todayin <number> (implicit minutes)", -6.013715156042802),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.319344733740112),
-5.320567975482857),
("about|exactly <time-of-day>year (latent)",
-6.012491914300058),
("hh:mmon <day>", -4.75972894580469),
("hhhmmintersect", -5.607026806191893),
("absorption of , after named dayJuly", -5.096201182425903),
("from|since|after <time>July", -5.607026806191893),
-6.013715156042802),
("hh:mmon <day>", -4.760952187547434),
("hhhmmintersect", -5.6082500479346375),
("absorption of , after named dayJuly", -5.097424424168647),
("from|since|after <time>July", -5.6082500479346375),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-5.096201182425903),
("Clean Mondayyear (latent)", -6.012491914300058),
("monthhour", -6.012491914300058),
-5.097424424168647),
("Clean Mondayyear (latent)", -6.013715156042802),
("monthhour", -6.013715156042802),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.607026806191893),
("hourmonth", -4.140689737398466),
("todayat <time-of-day>", -6.012491914300058),
("hhhmmyear (latent)", -4.75972894580469),
("from|since|after <time>December", -6.012491914300058),
-5.6082500479346375),
("hourmonth", -4.14191297914121),
("todayat <time-of-day>", -6.013715156042802),
("hhhmmyear (latent)", -4.760952187547434),
("from|since|after <time>December", -6.013715156042802),
("from|since|after <time><time-of-day> am|pm",
-6.012491914300058),
("<time-of-day> am|pmon <day>", -4.75972894580469),
("Mondayyear (latent)", -5.319344733740112),
("dayday", -4.626197553180167),
("on <day>September", -5.319344733740112),
("time-of-day (latent)September", -5.607026806191893),
("hourhour", -5.607026806191893),
("time-of-day (latent)on <day>", -4.508414517523783),
("Thursdaydd/mm", -6.012491914300058),
-6.013715156042802),
("<time-of-day> am|pmon <day>", -4.760952187547434),
("Mondayyear (latent)", -5.320567975482857),
("dayday", -4.627420794922911),
("on <day>September", -5.320567975482857),
("time-of-day (latent)September", -5.6082500479346375),
("hourhour", -5.6082500479346375),
("time-of-day (latent)on <day>", -4.5096377592665275),
("Thursdaydd/mm", -6.013715156042802),
("time-of-day (latent)<cycle> after|before <time>",
-5.607026806191893),
("dayyear", -3.0947211822157783),
("New Year's Dayyear (latent)", -5.096201182425903),
("time-of-day (latent)Sunday", -5.607026806191893),
("Thursdayfrom|since|after <time>", -4.307743822061632),
("Thursdayat <time-of-day>", -4.403054001865957),
-5.6082500479346375),
("dayyear", -3.0959444239585228),
("New Year's Dayyear (latent)", -5.097424424168647),
("time-of-day (latent)Sunday", -5.6082500479346375),
("Thursdayfrom|since|after <time>", -4.308967063804377),
("Thursdayat <time-of-day>", -4.404277243608702),
("<integer> to|till|before <hour-of-day>September",
-6.012491914300058),
("Aprilyear (latent)", -6.012491914300058),
("the <day-of-month> (ordinal)July", -6.012491914300058),
("the <day-of-month> (number)July", -6.012491914300058),
("monthminute", -6.012491914300058),
("<time-of-day> am|pmtomorrow", -6.012491914300058),
("Thursdayhh:mm", -5.096201182425903),
("<day-of-month> (ordinal)Tuesday", -5.607026806191893),
("minutemonth", -3.872425750803787),
("time-of-day (latent)Friday", -5.607026806191893),
("minutehour", -6.012491914300058),
("Augustyear (latent)", -5.607026806191893),
("week-endin|during <named-month>|year", -6.012491914300058),
("time-of-day (latent)Tuesday", -5.607026806191893),
-6.013715156042802),
("Aprilyear (latent)", -6.013715156042802),
("the <day-of-month> (ordinal)July", -6.013715156042802),
("the <day-of-month> (number)July", -6.013715156042802),
("monthminute", -6.013715156042802),
("<time-of-day> am|pmtomorrow", -6.013715156042802),
("Thursdayhh:mm", -5.097424424168647),
("<day-of-month> (ordinal)Tuesday", -5.6082500479346375),
("minutemonth", -3.873648992546531),
("time-of-day (latent)Friday", -5.6082500479346375),
("minutehour", -6.013715156042802),
("Augustyear (latent)", -5.6082500479346375),
("week-endin|during <named-month>|year", -6.013715156042802),
("time-of-day (latent)Tuesday", -5.6082500479346375),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-6.012491914300058),
("Sundayyear (latent)", -5.096201182425903),
("Christmasat <time-of-day>", -6.012491914300058),
("from|since|after <time>year (latent)", -4.913879625631948),
("hhhmmon <day>", -5.096201182425903),
("yesterday<time-of-day> am|pm", -6.012491914300058),
("<day-of-month> (ordinal)July", -5.319344733740112),
-6.013715156042802),
("Sundayyear (latent)", -5.097424424168647),
("Christmasat <time-of-day>", -6.013715156042802),
("from|since|after <time>year (latent)", -4.915102867374692),
("hhhmmon <day>", -5.097424424168647),
("yesterday<time-of-day> am|pm", -6.013715156042802),
("<day-of-month> (ordinal)July", -5.320567975482857),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-6.012491914300058),
-6.013715156042802),
("Thursday<time-of-day> - <time-of-day> (interval)",
-6.012491914300058),
-6.013715156042802),
("in|during <named-month>|yearyear (latent)",
-6.012491914300058),
("at <time-of-day>intersect", -5.096201182425903),
("hh:mmyear (latent)", -4.626197553180167),
("Holiyear (latent)", -6.012491914300058),
("until <time><time-of-day> am|pm", -6.012491914300058),
-6.013715156042802),
("at <time-of-day>intersect", -5.097424424168647),
("hh:mmyear (latent)", -4.627420794922911),
("Holiyear (latent)", -6.013715156042802),
("until <time><time-of-day> am|pm", -6.013715156042802),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.607026806191893),
("dayminute", -3.1792785702438415),
("yyyy-mm-ddhh:mm", -5.607026806191893),
("intersectfrom|since|after <time>", -5.607026806191893),
("intersectSeptember", -4.140689737398466),
("minuteday", -2.855491493149944),
-5.6082500479346375),
("dayminute", -3.1805018119865855),
("yyyy-mm-ddhh:mm", -5.6082500479346375),
("intersectfrom|since|after <time>", -5.6082500479346375),
("intersectSeptember", -4.14191297914121),
("minuteday", -2.8567147348926882),
("absorption of , after named dayintersect",
-6.012491914300058),
("intersectyear (latent)", -6.012491914300058),
("Februaryin|during the <part-of-day>", -6.012491914300058),
-6.013715156042802),
("intersectyear (latent)", -6.013715156042802),
("Februaryin|during the <part-of-day>", -6.013715156042802),
("<duration> after|before|from|past <time>December",
-6.012491914300058),
("time-of-day (latent)July", -5.319344733740112),
("Saturdayyear (latent)", -6.012491914300058),
-6.013715156042802),
("time-of-day (latent)July", -5.320567975482857),
("Saturdayyear (latent)", -6.013715156042802),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-6.012491914300058),
("at <time-of-day>on <day>", -5.096201182425903),
("absorption of , after named daySeptember", -4.75972894580469),
("Naraka Chaturdashiyear (latent)", -6.012491914300058),
("from|since|after <time>on <day>", -5.096201182425903),
("dayweek", -6.012491914300058),
("Easter Sundayyear (latent)", -5.607026806191893),
("Thursday<time-of-day> am|pm", -4.75972894580469),
("weekyear", -5.607026806191893),
("time-of-day (latent)Thursday", -5.607026806191893),
-6.013715156042802),
("at <time-of-day>on <day>", -5.097424424168647),
("absorption of , after named daySeptember",
-4.760952187547434),
("Naraka Chaturdashiyear (latent)", -6.013715156042802),
("from|since|after <time>on <day>", -5.097424424168647),
("dayweek", -6.013715156042802),
("Easter Sundayyear (latent)", -5.6082500479346375),
("Thursday<time-of-day> am|pm", -4.760952187547434),
("weekyear", -5.6082500479346375),
("time-of-day (latent)Thursday", -5.6082500479346375),
("<named-month> <day-of-month> (non ordinal)until <time>",
-6.012491914300058),
("<day-of-month> (ordinal)April", -6.012491914300058),
-6.013715156042802),
("<day-of-month> (ordinal)April", -6.013715156042802),
("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-5.607026806191893),
-5.6082500479346375),
("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-5.319344733740112),
("Sundayfrom|since|after <time>", -6.012491914300058),
("absorption of , after named dayFebruary", -5.096201182425903),
-5.320567975482857),
("Sundayfrom|since|after <time>", -6.013715156042802),
("absorption of , after named dayFebruary", -5.097424424168647),
("time-of-day (latent)in|during the <part-of-day>",
-5.607026806191893),
-5.6082500479346375),
("July<integer> to|till|before <hour-of-day>",
-6.012491914300058),
("tomorrowat <time-of-day>", -6.012491914300058),
("daynograin", -5.607026806191893),
-6.013715156042802),
("tomorrowat <time-of-day>", -6.013715156042802),
("daynograin", -5.6082500479346375),
("<integer> to|till|before <hour-of-day>July",
-5.607026806191893),
("last <cycle> of <time>year (latent)", -5.607026806191893),
("tomorrow<time-of-day> am|pm", -6.012491914300058),
-5.6082500479346375),
("last <cycle> of <time>year (latent)", -5.6082500479346375),
("tomorrow<time-of-day> am|pm", -6.013715156042802),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-5.319344733740112),
("Diwaliyear (latent)", -5.607026806191893),
-5.320567975482857),
("Diwaliyear (latent)", -5.6082500479346375),
("<time-of-day> - <time-of-day> (interval)July",
-6.012491914300058),
("Fridayyear (latent)", -5.607026806191893),
("time-of-day (latent)April", -6.012491914300058),
("minuteyear", -3.815267336963838)],
-6.013715156042802),
("Fridayyear (latent)", -5.6082500479346375),
("time-of-day (latent)April", -6.013715156042802),
("minuteyear", -3.816490578706582)],
n = 270}}),
("one eleven",
Classifier{okData =
@ -1556,14 +1562,14 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -0.1494000770686605, unseen = -5.375278407684165,
ClassData{prior = -0.14874526126035031, unseen = -5.37989735354046,
likelihoods =
HashMap.fromList
[("integer (numeric)", -2.830377616285182e-2),
("intersect 2 numbers", -3.984343667007772)],
n = 211},
[("integer (numeric)", -2.8170876966696335e-2),
("intersect 2 numbers", -3.9889840465642745)],
n = 212},
koData =
ClassData{prior = -1.9748976859285656,
ClassData{prior = -1.9789710113162013,
unseen = -3.6635616461296463,
likelihoods =
HashMap.fromList

View File

@ -83,10 +83,10 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.5635043216751151, unseen = -6.091309882077698,
likelihoods = HashMap.fromList [("", 0.0)], n = 440},
ClassData{prior = -0.5625269981428811, unseen = -6.093569770045136,
likelihoods = HashMap.fromList [("", 0.0)], n = 441},
koData =
ClassData{prior = -0.8421365586069781, unseen = -5.814130531825066,
ClassData{prior = -0.8434293836092833, unseen = -5.814130531825066,
likelihoods = HashMap.fromList [("", 0.0)], n = 333}}),
("<year> (bc|ad)",
Classifier{okData =
@ -770,6 +770,13 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Ganesh Chaturthi",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("July",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.5553480614894135,
@ -858,429 +865,428 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.45941864780041747,
unseen = -7.093404625868766,
ClassData{prior = -0.4586244763882603, unseen = -7.095893221097532,
likelihoods =
HashMap.fromList
[("Navaratriyear (latent)", -6.399426535414734),
("Karva Chauthyear (latent)", -6.399426535414734),
[("Navaratriyear (latent)", -6.401917196727186),
("Karva Chauthyear (latent)", -6.401917196727186),
("<day-of-month> (ordinal)in|during the <part-of-day>",
-6.399426535414734),
("Maha Shivaratriyear (latent)", -6.399426535414734),
("Ramadanyear (latent)", -5.146663566919366),
-6.401917196727186),
("Maha Shivaratriyear (latent)", -6.401917196727186),
("Ramadanyear (latent)", -5.149154228231818),
("<datetime> - <datetime> (interval)on <day>",
-5.013132174294843),
("Bhai Doojyear (latent)", -6.399426535414734),
("hourday", -4.384523514872469),
("dayhour", -3.4549875562482932),
-5.015622835607295),
("Bhai Doojyear (latent)", -6.401917196727186),
("hourday", -4.387014176184921),
("dayhour", -3.457478217560745),
("<time-of-day> - <time-of-day> (interval)on <day>",
-5.013132174294843),
("Martin Luther King's Dayyear (latent)", -5.993961427306569),
("Shemini Atzeretyear (latent)", -6.399426535414734),
("daymonth", -4.384523514872469),
("monthday", -5.993961427306569),
("monthyear", -4.6076670661866785),
("Yom Ha'atzmautyear (latent)", -6.399426535414734),
("Vijayadashamiyear (latent)", -6.399426535414734),
("Thai Pongalyear (latent)", -5.7062793548547885),
("Thiru Onamyear (latent)", -5.7062793548547885),
("hhhmmabsorption of , after named day", -6.399426535414734),
("Tuesdaythe <day-of-month> (ordinal)", -6.399426535414734),
-5.015622835607295),
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("Vijayadashamiyear (latent)", -6.401917196727186),
("Thai Pongalyear (latent)", -5.70877001616724),
("Thiru Onamyear (latent)", -5.70877001616724),
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-5.485626464853031),
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("Christmas<time-of-day> am|pm", -6.399426535414734),
-6.401917196727186),
("Christmas<time-of-day> am|pm", -6.401917196727186),
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-6.401917196727186),
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("todayin|within|after <duration>", -6.401917196727186),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
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("Sukkotyear (latent)", -5.996452088619021),
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("Clean Mondayyear (latent)", -5.996452088619021),
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("time-of-day (latent)tonight", -5.993961427306569),
("from|since|after <time>December", -6.399426535414734),
("<time-of-day> am|pmon <day>", -4.384523514872469),
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("<time-of-day> am|pmon <day>", -4.387014176184921),
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-5.70877001616724),
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("Laylat al-Qadryear (latent)", -5.483135803540579),
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("Thursdayat <time-of-day>", -5.70877001616724),
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("<day-of-month> (ordinal)Tuesday", -5.993961427306569),
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("Maha Saptamiyear (latent)", -6.399426535414734),
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("time-of-day (latent)tomorrow", -5.485626464853031),
("part of daysat <time-of-day>", -5.996452088619021),
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-5.149154228231818),
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-5.149154228231818),
("time-of-day (latent)this <part-of-day>", -6.401917196727186),
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("<day-of-month> (ordinal)February", -6.401917196727186),
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("Diwaliin|during <named-month>|year", -6.399426535414734),
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("Lazarus Saturdayyear (latent)", -6.401917196727186),
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("hhhmmon <day>", -5.485626464853031),
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("Thursday<datetime> - <datetime> (interval)",
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-5.996452088619021),
("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
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-6.401917196727186),
("Septemberyear (latent)", -5.996452088619021),
("Thursday<time-of-day> - <time-of-day> (interval)",
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("Halloweenyear (latent)", -6.399426535414734),
-4.897839799950911),
("Halloweenyear (latent)", -6.401917196727186),
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-5.996452088619021),
("from <time-of-day> - <time-of-day> (interval)on <day>",
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-5.70877001616724),
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("at <time-of-day>intersect", -5.483135803540579),
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("Dhanterasyear (latent)", -6.399426535414734),
("Tu BiShvatyear (latent)", -6.399426535414734),
("<day-of-month> (ordinal)December", -5.7062793548547885),
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-6.401917196727186),
("at <time-of-day>intersect", -5.485626464853031),
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("Tu BiShvatyear (latent)", -6.401917196727186),
("<day-of-month> (ordinal)December", -5.70877001616724),
("Holiyear (latent)", -5.70877001616724),
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("Holika Dahanyear (latent)", -5.70877001616724),
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-5.996452088619021),
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("intersectyear (latent)", -6.399426535414734),
("Orthodox Easter Sundayyear (latent)", -6.399426535414734),
-6.401917196727186),
("Jumu'atul-Widayear (latent)", -5.485626464853031),
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("time-of-day (latent)in|within|after <duration>",
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-6.401917196727186),
("<ordinal> <cycle> of <time>year (latent)",
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("intersecthhhmm", -5.996452088619021),
("the <day-of-month> (ordinal)in|during the <part-of-day>",
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("Boss's Dayyear (latent)", -5.993961427306569),
-6.401917196727186),
("Boss's Dayyear (latent)", -5.996452088619021),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-6.399426535414734),
("Global Youth Service Dayyear (latent)", -6.399426535414734),
("Dhanterasin|during <named-month>|year", -6.399426535414734),
("Tisha B'Avyear (latent)", -6.399426535414734),
("Isra and Mi'rajyear (latent)", -5.483135803540579),
("at <time-of-day>on <day>", -4.789988622980633),
-6.401917196727186),
("Global Youth Service Dayyear (latent)", -6.401917196727186),
("Dhanterasin|during <named-month>|year", -6.401917196727186),
("Tisha B'Avyear (latent)", -6.401917196727186),
("Isra and Mi'rajyear (latent)", -5.485626464853031),
("at <time-of-day>on <day>", -4.792479284293085),
("at <time-of-day>absorption of , after named day",
-5.993961427306569),
("time-of-day (latent)<time> <part-of-day>",
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("Christmasyear (latent)", -5.993961427306569),
("Naraka Chaturdashiyear (latent)", -5.993961427306569),
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-5.996452088619021),
("time-of-day (latent)<time> <part-of-day>", -5.70877001616724),
("Christmasyear (latent)", -5.996452088619021),
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("dayweek", -6.401917196727186),
("Easter Sundayyear (latent)", -5.70877001616724),
("between <time-of-day> and <time-of-day> (interval)on <day>",
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("weekyear", -5.300814246746624),
("King's Dayyear (latent)", -4.895349138638459),
("hh:mmin|during the <part-of-day>", -5.483135803540579),
-5.996452088619021),
("weekyear", -5.303304908059076),
("King's Dayyear (latent)", -4.897839799950911),
("hh:mmin|during the <part-of-day>", -5.485626464853031),
("<cycle> after|before <time><time-of-day> am|pm",
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("Hanukkahyear (latent)", -5.7062793548547885),
("February<time> <part-of-day>", -6.399426535414734),
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("Hanukkahyear (latent)", -5.70877001616724),
("February<time> <part-of-day>", -6.401917196727186),
("time-of-day (latent)in|during the <part-of-day>",
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("Great Lentyear (latent)", -6.399426535414734),
("tomorrowat <time-of-day>", -5.7062793548547885),
-6.401917196727186),
("Great Lentyear (latent)", -6.401917196727186),
("tomorrowat <time-of-day>", -5.70877001616724),
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("Vaisakhiyear (latent)", -5.7062793548547885),
-6.401917196727186),
("Ugadiyear (latent)", -5.015622835607295),
("Vaisakhiyear (latent)", -5.70877001616724),
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("last <cycle> of <time>year (latent)", -5.7062793548547885),
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("tomorrow<time-of-day> am|pm", -6.401917196727186),
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("between <time> and <time>on <day>", -5.996452088619021),
("Black Fridayyear (latent)", -5.996452088619021),
("the <ordinal> last <cycle> of <time>year (latent)",
-6.399426535414734),
-6.401917196727186),
("in|during the <part-of-day>at <time-of-day>",
-6.399426535414734),
("Chhathyear (latent)", -5.993961427306569),
("Vasant Panchamiyear (latent)", -6.399426535414734),
("Rabindra Jayantiyear (latent)", -5.146663566919366),
("St Patrick's Dayyear (latent)", -6.399426535414734),
("Thursday<time> (timezone)", -6.399426535414734),
-6.401917196727186),
("Chhathyear (latent)", -5.996452088619021),
("Vasant Panchamiyear (latent)", -6.401917196727186),
("Rabindra Jayantiyear (latent)", -5.149154228231818),
("St Patrick's Dayyear (latent)", -6.401917196727186),
("Thursday<time> (timezone)", -6.401917196727186),
("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-6.399426535414734),
("Pargat Diwasyear (latent)", -5.146663566919366),
("<datetime> - <datetime> (interval)July", -5.993961427306569),
-6.401917196727186),
("Pargat Diwasyear (latent)", -5.149154228231818),
("<datetime> - <datetime> (interval)July", -5.996452088619021),
("on <day><named-month> <day-of-month> (non ordinal)",
-5.7062793548547885),
("Februaryintersect", -6.399426535414734),
("Simchat Torahyear (latent)", -6.399426535414734),
("minuteyear", -6.399426535414734)],
n = 463},
-5.70877001616724),
("Februaryintersect", -6.401917196727186),
("Simchat Torahyear (latent)", -6.401917196727186),
("minuteyear", -6.401917196727186)],
n = 464},
koData =
ClassData{prior = -0.9987237428882767, unseen = -6.706862336602747,
ClassData{prior = -1.0000870696161408, unseen = -6.70808408385307,
likelihoods =
HashMap.fromList
[("Thursdayhhhmm", -4.508414517523783),
("hourday", -3.614596641501687),
[("Thursdayhhhmm", -4.5096377592665275),
("hourday", -3.615819883244431),
("<hour-of-day> <integer><time-of-day> am|pm",
-6.012491914300058),
("<day-of-month> (ordinal)August", -6.012491914300058),
("dayhour", -3.447542556838521),
("<time> timezoneyear (latent)", -5.319344733740112),
-6.013715156042802),
("<day-of-month> (ordinal)August", -6.013715156042802),
("dayhour", -3.448765798581265),
("<time> timezoneyear (latent)", -5.320567975482857),
("<time-of-day> - <time-of-day> (interval)on <day>",
-5.096201182425903),
("Tuesdayfrom|since|after <time>", -5.319344733740112),
("daymonth", -3.338343264873529),
("monthyear", -4.75972894580469),
("<time-of-day> am|pmyear (latent)", -5.319344733740112),
("Thai Pongalyear (latent)", -5.319344733740112),
("intersecthh:mm", -6.012491914300058),
-5.097424424168647),
("Tuesdayfrom|since|after <time>", -5.320567975482857),
("daymonth", -3.339566506616273),
("monthyear", -4.760952187547434),
("<time-of-day> am|pmyear (latent)", -5.320567975482857),
("Thai Pongalyear (latent)", -5.320567975482857),
("intersecthh:mm", -6.013715156042802),
("from <datetime> - <datetime> (interval)July",
-5.607026806191893),
("<day-of-month> (ordinal)Wednesday", -6.012491914300058),
("houryear", -4.626197553180167),
-5.6082500479346375),
("<day-of-month> (ordinal)Wednesday", -6.013715156042802),
("houryear", -4.627420794922911),
("from <time-of-day> - <time-of-day> (interval)July",
-6.012491914300058),
("<day-of-month> (ordinal)October", -6.012491914300058),
-6.013715156042802),
("<day-of-month> (ordinal)October", -6.013715156042802),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.319344733740112),
("hournograin", -4.75972894580469),
("<time-of-day> am|pmintersect", -4.75972894580469),
("Octoberyear (latent)", -6.012491914300058),
-5.320567975482857),
("hournograin", -4.760952187547434),
("<time-of-day> am|pmintersect", -4.760952187547434),
("Octoberyear (latent)", -6.013715156042802),
("time-of-day (latent)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.607026806191893),
("until <time>on <day>", -5.319344733740112),
("time-of-day (latent)intersect", -5.319344733740112),
("todayin <number> (implicit minutes)", -6.012491914300058),
-5.6082500479346375),
("until <time>on <day>", -5.320567975482857),
("time-of-day (latent)intersect", -5.320567975482857),
("todayin <number> (implicit minutes)", -6.013715156042802),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.319344733740112),
-5.320567975482857),
("about|exactly <time-of-day>year (latent)",
-6.012491914300058),
("hh:mmon <day>", -4.75972894580469),
("hhhmmintersect", -5.607026806191893),
("absorption of , after named dayJuly", -5.096201182425903),
("from|since|after <time>July", -5.607026806191893),
-6.013715156042802),
("hh:mmon <day>", -4.760952187547434),
("hhhmmintersect", -5.6082500479346375),
("absorption of , after named dayJuly", -5.097424424168647),
("from|since|after <time>July", -5.6082500479346375),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-5.096201182425903),
("Clean Mondayyear (latent)", -6.012491914300058),
("monthhour", -6.012491914300058),
-5.097424424168647),
("Clean Mondayyear (latent)", -6.013715156042802),
("monthhour", -6.013715156042802),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.607026806191893),
("hourmonth", -4.140689737398466),
("todayat <time-of-day>", -6.012491914300058),
("hhhmmyear (latent)", -4.75972894580469),
("from|since|after <time>December", -6.012491914300058),
-5.6082500479346375),
("hourmonth", -4.14191297914121),
("todayat <time-of-day>", -6.013715156042802),
("hhhmmyear (latent)", -4.760952187547434),
("from|since|after <time>December", -6.013715156042802),
("from|since|after <time><time-of-day> am|pm",
-6.012491914300058),
("<time-of-day> am|pmon <day>", -4.75972894580469),
("Mondayyear (latent)", -5.319344733740112),
("dayday", -4.626197553180167),
("on <day>September", -5.319344733740112),
("time-of-day (latent)September", -5.607026806191893),
("hourhour", -5.607026806191893),
("time-of-day (latent)on <day>", -4.508414517523783),
("Thursdaydd/mm", -6.012491914300058),
-6.013715156042802),
("<time-of-day> am|pmon <day>", -4.760952187547434),
("Mondayyear (latent)", -5.320567975482857),
("dayday", -4.627420794922911),
("on <day>September", -5.320567975482857),
("time-of-day (latent)September", -5.6082500479346375),
("hourhour", -5.6082500479346375),
("time-of-day (latent)on <day>", -4.5096377592665275),
("Thursdaydd/mm", -6.013715156042802),
("time-of-day (latent)<cycle> after|before <time>",
-5.607026806191893),
("dayyear", -3.0947211822157783),
("New Year's Dayyear (latent)", -5.096201182425903),
("time-of-day (latent)Sunday", -5.607026806191893),
("Thursdayfrom|since|after <time>", -4.307743822061632),
("Thursdayat <time-of-day>", -4.403054001865957),
-5.6082500479346375),
("dayyear", -3.0959444239585228),
("New Year's Dayyear (latent)", -5.097424424168647),
("time-of-day (latent)Sunday", -5.6082500479346375),
("Thursdayfrom|since|after <time>", -4.308967063804377),
("Thursdayat <time-of-day>", -4.404277243608702),
("<integer> to|till|before <hour-of-day>September",
-6.012491914300058),
("Aprilyear (latent)", -6.012491914300058),
("the <day-of-month> (ordinal)July", -6.012491914300058),
("the <day-of-month> (number)July", -6.012491914300058),
("monthminute", -6.012491914300058),
("<time-of-day> am|pmtomorrow", -6.012491914300058),
("Thursdayhh:mm", -5.096201182425903),
("<day-of-month> (ordinal)Tuesday", -5.607026806191893),
("minutemonth", -3.872425750803787),
("time-of-day (latent)Friday", -5.607026806191893),
("minutehour", -6.012491914300058),
("Augustyear (latent)", -5.607026806191893),
("week-endin|during <named-month>|year", -6.012491914300058),
("time-of-day (latent)Tuesday", -5.607026806191893),
-6.013715156042802),
("Aprilyear (latent)", -6.013715156042802),
("the <day-of-month> (ordinal)July", -6.013715156042802),
("the <day-of-month> (number)July", -6.013715156042802),
("monthminute", -6.013715156042802),
("<time-of-day> am|pmtomorrow", -6.013715156042802),
("Thursdayhh:mm", -5.097424424168647),
("<day-of-month> (ordinal)Tuesday", -5.6082500479346375),
("minutemonth", -3.873648992546531),
("time-of-day (latent)Friday", -5.6082500479346375),
("minutehour", -6.013715156042802),
("Augustyear (latent)", -5.6082500479346375),
("week-endin|during <named-month>|year", -6.013715156042802),
("time-of-day (latent)Tuesday", -5.6082500479346375),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-6.012491914300058),
("Sundayyear (latent)", -5.096201182425903),
("Christmasat <time-of-day>", -6.012491914300058),
("from|since|after <time>year (latent)", -4.913879625631948),
("hhhmmon <day>", -5.096201182425903),
("yesterday<time-of-day> am|pm", -6.012491914300058),
("<day-of-month> (ordinal)July", -5.319344733740112),
-6.013715156042802),
("Sundayyear (latent)", -5.097424424168647),
("Christmasat <time-of-day>", -6.013715156042802),
("from|since|after <time>year (latent)", -4.915102867374692),
("hhhmmon <day>", -5.097424424168647),
("yesterday<time-of-day> am|pm", -6.013715156042802),
("<day-of-month> (ordinal)July", -5.320567975482857),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-6.012491914300058),
-6.013715156042802),
("Thursday<time-of-day> - <time-of-day> (interval)",
-6.012491914300058),
-6.013715156042802),
("in|during <named-month>|yearyear (latent)",
-6.012491914300058),
("at <time-of-day>intersect", -5.096201182425903),
("hh:mmyear (latent)", -4.626197553180167),
("Holiyear (latent)", -6.012491914300058),
("until <time><time-of-day> am|pm", -6.012491914300058),
-6.013715156042802),
("at <time-of-day>intersect", -5.097424424168647),
("hh:mmyear (latent)", -4.627420794922911),
("Holiyear (latent)", -6.013715156042802),
("until <time><time-of-day> am|pm", -6.013715156042802),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.607026806191893),
("dayminute", -3.1792785702438415),
("yyyy-mm-ddhh:mm", -5.607026806191893),
("intersectfrom|since|after <time>", -5.607026806191893),
("intersectSeptember", -4.140689737398466),
("minuteday", -2.855491493149944),
-5.6082500479346375),
("dayminute", -3.1805018119865855),
("yyyy-mm-ddhh:mm", -5.6082500479346375),
("intersectfrom|since|after <time>", -5.6082500479346375),
("intersectSeptember", -4.14191297914121),
("minuteday", -2.8567147348926882),
("absorption of , after named dayintersect",
-6.012491914300058),
("intersectyear (latent)", -6.012491914300058),
("Februaryin|during the <part-of-day>", -6.012491914300058),
-6.013715156042802),
("intersectyear (latent)", -6.013715156042802),
("Februaryin|during the <part-of-day>", -6.013715156042802),
("<duration> after|before|from|past <time>December",
-6.012491914300058),
("time-of-day (latent)July", -5.319344733740112),
("Saturdayyear (latent)", -6.012491914300058),
-6.013715156042802),
("time-of-day (latent)July", -5.320567975482857),
("Saturdayyear (latent)", -6.013715156042802),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-6.012491914300058),
("at <time-of-day>on <day>", -5.096201182425903),
("absorption of , after named daySeptember", -4.75972894580469),
("Naraka Chaturdashiyear (latent)", -6.012491914300058),
("from|since|after <time>on <day>", -5.096201182425903),
("dayweek", -6.012491914300058),
("Easter Sundayyear (latent)", -5.607026806191893),
("Thursday<time-of-day> am|pm", -4.75972894580469),
("weekyear", -5.607026806191893),
("time-of-day (latent)Thursday", -5.607026806191893),
-6.013715156042802),
("at <time-of-day>on <day>", -5.097424424168647),
("absorption of , after named daySeptember",
-4.760952187547434),
("Naraka Chaturdashiyear (latent)", -6.013715156042802),
("from|since|after <time>on <day>", -5.097424424168647),
("dayweek", -6.013715156042802),
("Easter Sundayyear (latent)", -5.6082500479346375),
("Thursday<time-of-day> am|pm", -4.760952187547434),
("weekyear", -5.6082500479346375),
("time-of-day (latent)Thursday", -5.6082500479346375),
("<named-month> <day-of-month> (non ordinal)until <time>",
-6.012491914300058),
("<day-of-month> (ordinal)April", -6.012491914300058),
-6.013715156042802),
("<day-of-month> (ordinal)April", -6.013715156042802),
("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-5.607026806191893),
-5.6082500479346375),
("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-5.319344733740112),
("Sundayfrom|since|after <time>", -6.012491914300058),
("absorption of , after named dayFebruary", -5.096201182425903),
-5.320567975482857),
("Sundayfrom|since|after <time>", -6.013715156042802),
("absorption of , after named dayFebruary", -5.097424424168647),
("time-of-day (latent)in|during the <part-of-day>",
-5.607026806191893),
-5.6082500479346375),
("July<integer> to|till|before <hour-of-day>",
-6.012491914300058),
("tomorrowat <time-of-day>", -6.012491914300058),
("daynograin", -5.607026806191893),
-6.013715156042802),
("tomorrowat <time-of-day>", -6.013715156042802),
("daynograin", -5.6082500479346375),
("<integer> to|till|before <hour-of-day>July",
-5.607026806191893),
("last <cycle> of <time>year (latent)", -5.607026806191893),
("tomorrow<time-of-day> am|pm", -6.012491914300058),
-5.6082500479346375),
("last <cycle> of <time>year (latent)", -5.6082500479346375),
("tomorrow<time-of-day> am|pm", -6.013715156042802),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-5.319344733740112),
("Diwaliyear (latent)", -5.607026806191893),
-5.320567975482857),
("Diwaliyear (latent)", -5.6082500479346375),
("<time-of-day> - <time-of-day> (interval)July",
-6.012491914300058),
("Fridayyear (latent)", -5.607026806191893),
("time-of-day (latent)April", -6.012491914300058),
("minuteyear", -3.815267336963838)],
-6.013715156042802),
("Fridayyear (latent)", -5.6082500479346375),
("time-of-day (latent)April", -6.013715156042802),
("minuteyear", -3.816490578706582)],
n = 270}}),
("one eleven",
Classifier{okData =
@ -1556,14 +1562,14 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -0.1494000770686605, unseen = -5.375278407684165,
ClassData{prior = -0.14874526126035031, unseen = -5.37989735354046,
likelihoods =
HashMap.fromList
[("integer (numeric)", -2.830377616285182e-2),
("intersect 2 numbers", -3.984343667007772)],
n = 211},
[("integer (numeric)", -2.8170876966696335e-2),
("intersect 2 numbers", -3.9889840465642745)],
n = 212},
koData =
ClassData{prior = -1.9748976859285656,
ClassData{prior = -1.9789710113162013,
unseen = -3.6635616461296463,
likelihoods =
HashMap.fromList

View File

@ -83,10 +83,10 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.5635043216751151, unseen = -6.091309882077698,
likelihoods = HashMap.fromList [("", 0.0)], n = 440},
ClassData{prior = -0.5625269981428811, unseen = -6.093569770045136,
likelihoods = HashMap.fromList [("", 0.0)], n = 441},
koData =
ClassData{prior = -0.8421365586069781, unseen = -5.814130531825066,
ClassData{prior = -0.8434293836092833, unseen = -5.814130531825066,
likelihoods = HashMap.fromList [("", 0.0)], n = 333}}),
("<year> (bc|ad)",
Classifier{okData =
@ -770,6 +770,13 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Ganesh Chaturthi",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("July",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.5553480614894135,
@ -858,429 +865,428 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.45941864780041747,
unseen = -7.093404625868766,
ClassData{prior = -0.4586244763882603, unseen = -7.095893221097532,
likelihoods =
HashMap.fromList
[("Navaratriyear (latent)", -6.399426535414734),
("Karva Chauthyear (latent)", -6.399426535414734),
[("Navaratriyear (latent)", -6.401917196727186),
("Karva Chauthyear (latent)", -6.401917196727186),
("<day-of-month> (ordinal)in|during the <part-of-day>",
-6.399426535414734),
("Maha Shivaratriyear (latent)", -6.399426535414734),
("Ramadanyear (latent)", -5.146663566919366),
-6.401917196727186),
("Maha Shivaratriyear (latent)", -6.401917196727186),
("Ramadanyear (latent)", -5.149154228231818),
("<datetime> - <datetime> (interval)on <day>",
-5.013132174294843),
("Bhai Doojyear (latent)", -6.399426535414734),
("hourday", -4.384523514872469),
("dayhour", -3.4549875562482932),
-5.015622835607295),
("Bhai Doojyear (latent)", -6.401917196727186),
("hourday", -4.387014176184921),
("dayhour", -3.457478217560745),
("<time-of-day> - <time-of-day> (interval)on <day>",
-5.013132174294843),
("Martin Luther King's Dayyear (latent)", -5.993961427306569),
("Shemini Atzeretyear (latent)", -6.399426535414734),
("daymonth", -4.384523514872469),
("monthday", -5.993961427306569),
("monthyear", -4.6076670661866785),
("Yom Ha'atzmautyear (latent)", -6.399426535414734),
("Vijayadashamiyear (latent)", -6.399426535414734),
("Thai Pongalyear (latent)", -5.7062793548547885),
("Thiru Onamyear (latent)", -5.7062793548547885),
("hhhmmabsorption of , after named day", -6.399426535414734),
("Tuesdaythe <day-of-month> (ordinal)", -6.399426535414734),
-5.015622835607295),
("Martin Luther King's Dayyear (latent)", -5.996452088619021),
("Shemini Atzeretyear (latent)", -6.401917196727186),
("daymonth", -4.387014176184921),
("monthday", -5.996452088619021),
("monthyear", -4.61015772749913),
("Yom Ha'atzmautyear (latent)", -6.401917196727186),
("Vijayadashamiyear (latent)", -6.401917196727186),
("Thai Pongalyear (latent)", -5.70877001616724),
("Thiru Onamyear (latent)", -5.70877001616724),
("hhhmmabsorption of , after named day", -6.401917196727186),
("Tuesdaythe <day-of-month> (ordinal)", -6.401917196727186),
("from <datetime> - <datetime> (interval)July",
-5.483135803540579),
("<day-of-month> (ordinal)Wednesday", -6.399426535414734),
("Krishna Janmashtamiyear (latent)", -5.993961427306569),
("Guru Gobind Singh Jayantiyear (latent)", -6.399426535414734),
("houryear", -5.483135803540579),
-5.485626464853031),
("<day-of-month> (ordinal)Wednesday", -6.401917196727186),
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("Christmas<time-of-day> am|pm", -6.401917196727186),
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-5.996452088619021),
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("Great Lentyear (latent)", -6.401917196727186),
("tomorrowat <time-of-day>", -5.70877001616724),
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("Ugadiyear (latent)", -5.015622835607295),
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("Pargat Diwasyear (latent)", -5.146663566919366),
("<datetime> - <datetime> (interval)July", -5.993961427306569),
-6.401917196727186),
("Pargat Diwasyear (latent)", -5.149154228231818),
("<datetime> - <datetime> (interval)July", -5.996452088619021),
("on <day><named-month> <day-of-month> (non ordinal)",
-5.7062793548547885),
("Februaryintersect", -6.399426535414734),
("Simchat Torahyear (latent)", -6.399426535414734),
("minuteyear", -6.399426535414734)],
n = 463},
-5.70877001616724),
("Februaryintersect", -6.401917196727186),
("Simchat Torahyear (latent)", -6.401917196727186),
("minuteyear", -6.401917196727186)],
n = 464},
koData =
ClassData{prior = -0.9987237428882767, unseen = -6.706862336602747,
ClassData{prior = -1.0000870696161408, unseen = -6.70808408385307,
likelihoods =
HashMap.fromList
[("Thursdayhhhmm", -4.508414517523783),
("hourday", -3.614596641501687),
[("Thursdayhhhmm", -4.5096377592665275),
("hourday", -3.615819883244431),
("<hour-of-day> <integer><time-of-day> am|pm",
-6.012491914300058),
("<day-of-month> (ordinal)August", -6.012491914300058),
("dayhour", -3.447542556838521),
("<time> timezoneyear (latent)", -5.319344733740112),
-6.013715156042802),
("<day-of-month> (ordinal)August", -6.013715156042802),
("dayhour", -3.448765798581265),
("<time> timezoneyear (latent)", -5.320567975482857),
("<time-of-day> - <time-of-day> (interval)on <day>",
-5.096201182425903),
("Tuesdayfrom|since|after <time>", -5.319344733740112),
("daymonth", -3.338343264873529),
("monthyear", -4.75972894580469),
("<time-of-day> am|pmyear (latent)", -5.319344733740112),
("Thai Pongalyear (latent)", -5.319344733740112),
("intersecthh:mm", -6.012491914300058),
-5.097424424168647),
("Tuesdayfrom|since|after <time>", -5.320567975482857),
("daymonth", -3.339566506616273),
("monthyear", -4.760952187547434),
("<time-of-day> am|pmyear (latent)", -5.320567975482857),
("Thai Pongalyear (latent)", -5.320567975482857),
("intersecthh:mm", -6.013715156042802),
("from <datetime> - <datetime> (interval)July",
-5.607026806191893),
("<day-of-month> (ordinal)Wednesday", -6.012491914300058),
("houryear", -4.626197553180167),
-5.6082500479346375),
("<day-of-month> (ordinal)Wednesday", -6.013715156042802),
("houryear", -4.627420794922911),
("from <time-of-day> - <time-of-day> (interval)July",
-6.012491914300058),
("<day-of-month> (ordinal)October", -6.012491914300058),
-6.013715156042802),
("<day-of-month> (ordinal)October", -6.013715156042802),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.319344733740112),
("hournograin", -4.75972894580469),
("<time-of-day> am|pmintersect", -4.75972894580469),
("Octoberyear (latent)", -6.012491914300058),
-5.320567975482857),
("hournograin", -4.760952187547434),
("<time-of-day> am|pmintersect", -4.760952187547434),
("Octoberyear (latent)", -6.013715156042802),
("time-of-day (latent)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.607026806191893),
("until <time>on <day>", -5.319344733740112),
("time-of-day (latent)intersect", -5.319344733740112),
("todayin <number> (implicit minutes)", -6.012491914300058),
-5.6082500479346375),
("until <time>on <day>", -5.320567975482857),
("time-of-day (latent)intersect", -5.320567975482857),
("todayin <number> (implicit minutes)", -6.013715156042802),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.319344733740112),
-5.320567975482857),
("about|exactly <time-of-day>year (latent)",
-6.012491914300058),
("hh:mmon <day>", -4.75972894580469),
("hhhmmintersect", -5.607026806191893),
("absorption of , after named dayJuly", -5.096201182425903),
("from|since|after <time>July", -5.607026806191893),
-6.013715156042802),
("hh:mmon <day>", -4.760952187547434),
("hhhmmintersect", -5.6082500479346375),
("absorption of , after named dayJuly", -5.097424424168647),
("from|since|after <time>July", -5.6082500479346375),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-5.096201182425903),
("Clean Mondayyear (latent)", -6.012491914300058),
("monthhour", -6.012491914300058),
-5.097424424168647),
("Clean Mondayyear (latent)", -6.013715156042802),
("monthhour", -6.013715156042802),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.607026806191893),
("hourmonth", -4.140689737398466),
("todayat <time-of-day>", -6.012491914300058),
("hhhmmyear (latent)", -4.75972894580469),
("from|since|after <time>December", -6.012491914300058),
-5.6082500479346375),
("hourmonth", -4.14191297914121),
("todayat <time-of-day>", -6.013715156042802),
("hhhmmyear (latent)", -4.760952187547434),
("from|since|after <time>December", -6.013715156042802),
("from|since|after <time><time-of-day> am|pm",
-6.012491914300058),
("<time-of-day> am|pmon <day>", -4.75972894580469),
("Mondayyear (latent)", -5.319344733740112),
("dayday", -4.626197553180167),
("on <day>September", -5.319344733740112),
("time-of-day (latent)September", -5.607026806191893),
("hourhour", -5.607026806191893),
("time-of-day (latent)on <day>", -4.508414517523783),
-6.013715156042802),
("<time-of-day> am|pmon <day>", -4.760952187547434),
("Mondayyear (latent)", -5.320567975482857),
("dayday", -4.627420794922911),
("on <day>September", -5.320567975482857),
("time-of-day (latent)September", -5.6082500479346375),
("hourhour", -5.6082500479346375),
("time-of-day (latent)on <day>", -4.5096377592665275),
("time-of-day (latent)<cycle> after|before <time>",
-5.607026806191893),
("dayyear", -3.0947211822157783),
("Thursdaymm/dd", -6.012491914300058),
("New Year's Dayyear (latent)", -5.096201182425903),
("time-of-day (latent)Sunday", -5.607026806191893),
("Thursdayfrom|since|after <time>", -4.307743822061632),
("Thursdayat <time-of-day>", -4.403054001865957),
-5.6082500479346375),
("dayyear", -3.0959444239585228),
("Thursdaymm/dd", -6.013715156042802),
("New Year's Dayyear (latent)", -5.097424424168647),
("time-of-day (latent)Sunday", -5.6082500479346375),
("Thursdayfrom|since|after <time>", -4.308967063804377),
("Thursdayat <time-of-day>", -4.404277243608702),
("<integer> to|till|before <hour-of-day>September",
-6.012491914300058),
("Aprilyear (latent)", -6.012491914300058),
("the <day-of-month> (ordinal)July", -6.012491914300058),
("the <day-of-month> (number)July", -6.012491914300058),
("monthminute", -6.012491914300058),
("<time-of-day> am|pmtomorrow", -6.012491914300058),
("Thursdayhh:mm", -5.096201182425903),
("<day-of-month> (ordinal)Tuesday", -5.607026806191893),
("minutemonth", -3.872425750803787),
("time-of-day (latent)Friday", -5.607026806191893),
("minutehour", -6.012491914300058),
("Augustyear (latent)", -5.607026806191893),
("week-endin|during <named-month>|year", -6.012491914300058),
("time-of-day (latent)Tuesday", -5.607026806191893),
-6.013715156042802),
("Aprilyear (latent)", -6.013715156042802),
("the <day-of-month> (ordinal)July", -6.013715156042802),
("the <day-of-month> (number)July", -6.013715156042802),
("monthminute", -6.013715156042802),
("<time-of-day> am|pmtomorrow", -6.013715156042802),
("Thursdayhh:mm", -5.097424424168647),
("<day-of-month> (ordinal)Tuesday", -5.6082500479346375),
("minutemonth", -3.873648992546531),
("time-of-day (latent)Friday", -5.6082500479346375),
("minutehour", -6.013715156042802),
("Augustyear (latent)", -5.6082500479346375),
("week-endin|during <named-month>|year", -6.013715156042802),
("time-of-day (latent)Tuesday", -5.6082500479346375),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-6.012491914300058),
("Sundayyear (latent)", -5.096201182425903),
("Christmasat <time-of-day>", -6.012491914300058),
("from|since|after <time>year (latent)", -4.913879625631948),
("hhhmmon <day>", -5.096201182425903),
("yesterday<time-of-day> am|pm", -6.012491914300058),
("<day-of-month> (ordinal)July", -5.319344733740112),
-6.013715156042802),
("Sundayyear (latent)", -5.097424424168647),
("Christmasat <time-of-day>", -6.013715156042802),
("from|since|after <time>year (latent)", -4.915102867374692),
("hhhmmon <day>", -5.097424424168647),
("yesterday<time-of-day> am|pm", -6.013715156042802),
("<day-of-month> (ordinal)July", -5.320567975482857),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-6.012491914300058),
-6.013715156042802),
("Thursday<time-of-day> - <time-of-day> (interval)",
-6.012491914300058),
-6.013715156042802),
("in|during <named-month>|yearyear (latent)",
-6.012491914300058),
("at <time-of-day>intersect", -5.096201182425903),
("hh:mmyear (latent)", -4.626197553180167),
("Holiyear (latent)", -6.012491914300058),
("until <time><time-of-day> am|pm", -6.012491914300058),
-6.013715156042802),
("at <time-of-day>intersect", -5.097424424168647),
("hh:mmyear (latent)", -4.627420794922911),
("Holiyear (latent)", -6.013715156042802),
("until <time><time-of-day> am|pm", -6.013715156042802),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.607026806191893),
("dayminute", -3.1792785702438415),
("yyyy-mm-ddhh:mm", -5.607026806191893),
("intersectfrom|since|after <time>", -5.607026806191893),
("intersectSeptember", -4.140689737398466),
("minuteday", -2.855491493149944),
-5.6082500479346375),
("dayminute", -3.1805018119865855),
("yyyy-mm-ddhh:mm", -5.6082500479346375),
("intersectfrom|since|after <time>", -5.6082500479346375),
("intersectSeptember", -4.14191297914121),
("minuteday", -2.8567147348926882),
("absorption of , after named dayintersect",
-6.012491914300058),
("intersectyear (latent)", -6.012491914300058),
("Februaryin|during the <part-of-day>", -6.012491914300058),
-6.013715156042802),
("intersectyear (latent)", -6.013715156042802),
("Februaryin|during the <part-of-day>", -6.013715156042802),
("<duration> after|before|from|past <time>December",
-6.012491914300058),
("time-of-day (latent)July", -5.319344733740112),
("Saturdayyear (latent)", -6.012491914300058),
-6.013715156042802),
("time-of-day (latent)July", -5.320567975482857),
("Saturdayyear (latent)", -6.013715156042802),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-6.012491914300058),
("at <time-of-day>on <day>", -5.096201182425903),
("absorption of , after named daySeptember", -4.75972894580469),
("Naraka Chaturdashiyear (latent)", -6.012491914300058),
("from|since|after <time>on <day>", -5.096201182425903),
("dayweek", -6.012491914300058),
("Easter Sundayyear (latent)", -5.607026806191893),
("Thursday<time-of-day> am|pm", -4.75972894580469),
("weekyear", -5.607026806191893),
("time-of-day (latent)Thursday", -5.607026806191893),
-6.013715156042802),
("at <time-of-day>on <day>", -5.097424424168647),
("absorption of , after named daySeptember",
-4.760952187547434),
("Naraka Chaturdashiyear (latent)", -6.013715156042802),
("from|since|after <time>on <day>", -5.097424424168647),
("dayweek", -6.013715156042802),
("Easter Sundayyear (latent)", -5.6082500479346375),
("Thursday<time-of-day> am|pm", -4.760952187547434),
("weekyear", -5.6082500479346375),
("time-of-day (latent)Thursday", -5.6082500479346375),
("<named-month> <day-of-month> (non ordinal)until <time>",
-6.012491914300058),
("<day-of-month> (ordinal)April", -6.012491914300058),
-6.013715156042802),
("<day-of-month> (ordinal)April", -6.013715156042802),
("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-5.607026806191893),
-5.6082500479346375),
("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-5.319344733740112),
("Sundayfrom|since|after <time>", -6.012491914300058),
("absorption of , after named dayFebruary", -5.096201182425903),
-5.320567975482857),
("Sundayfrom|since|after <time>", -6.013715156042802),
("absorption of , after named dayFebruary", -5.097424424168647),
("time-of-day (latent)in|during the <part-of-day>",
-5.607026806191893),
-5.6082500479346375),
("July<integer> to|till|before <hour-of-day>",
-6.012491914300058),
("tomorrowat <time-of-day>", -6.012491914300058),
("daynograin", -5.607026806191893),
-6.013715156042802),
("tomorrowat <time-of-day>", -6.013715156042802),
("daynograin", -5.6082500479346375),
("<integer> to|till|before <hour-of-day>July",
-5.607026806191893),
("last <cycle> of <time>year (latent)", -5.607026806191893),
("tomorrow<time-of-day> am|pm", -6.012491914300058),
-5.6082500479346375),
("last <cycle> of <time>year (latent)", -5.6082500479346375),
("tomorrow<time-of-day> am|pm", -6.013715156042802),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-5.319344733740112),
("Diwaliyear (latent)", -5.607026806191893),
-5.320567975482857),
("Diwaliyear (latent)", -5.6082500479346375),
("<time-of-day> - <time-of-day> (interval)July",
-6.012491914300058),
("Fridayyear (latent)", -5.607026806191893),
("time-of-day (latent)April", -6.012491914300058),
("minuteyear", -3.815267336963838)],
-6.013715156042802),
("Fridayyear (latent)", -5.6082500479346375),
("time-of-day (latent)April", -6.013715156042802),
("minuteyear", -3.816490578706582)],
n = 270}}),
("one eleven",
Classifier{okData =
@ -1556,14 +1562,14 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -0.1494000770686605, unseen = -5.375278407684165,
ClassData{prior = -0.14874526126035031, unseen = -5.37989735354046,
likelihoods =
HashMap.fromList
[("integer (numeric)", -2.830377616285182e-2),
("intersect 2 numbers", -3.984343667007772)],
n = 211},
[("integer (numeric)", -2.8170876966696335e-2),
("intersect 2 numbers", -3.9889840465642745)],
n = 212},
koData =
ClassData{prior = -1.9748976859285656,
ClassData{prior = -1.9789710113162013,
unseen = -3.6635616461296463,
likelihoods =
HashMap.fromList

View File

@ -83,10 +83,10 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.5635043216751151, unseen = -6.091309882077698,
likelihoods = HashMap.fromList [("", 0.0)], n = 440},
ClassData{prior = -0.5625269981428811, unseen = -6.093569770045136,
likelihoods = HashMap.fromList [("", 0.0)], n = 441},
koData =
ClassData{prior = -0.8421365586069781, unseen = -5.814130531825066,
ClassData{prior = -0.8434293836092833, unseen = -5.814130531825066,
likelihoods = HashMap.fromList [("", 0.0)], n = 333}}),
("<year> (bc|ad)",
Classifier{okData =
@ -770,6 +770,13 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Ganesh Chaturthi",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("July",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.5553480614894135,
@ -858,429 +865,428 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.45941864780041747,
unseen = -7.093404625868766,
ClassData{prior = -0.4586244763882603, unseen = -7.095893221097532,
likelihoods =
HashMap.fromList
[("Navaratriyear (latent)", -6.399426535414734),
("Karva Chauthyear (latent)", -6.399426535414734),
[("Navaratriyear (latent)", -6.401917196727186),
("Karva Chauthyear (latent)", -6.401917196727186),
("<day-of-month> (ordinal)in|during the <part-of-day>",
-6.399426535414734),
("Maha Shivaratriyear (latent)", -6.399426535414734),
("Ramadanyear (latent)", -5.146663566919366),
-6.401917196727186),
("Maha Shivaratriyear (latent)", -6.401917196727186),
("Ramadanyear (latent)", -5.149154228231818),
("<datetime> - <datetime> (interval)on <day>",
-5.013132174294843),
("Bhai Doojyear (latent)", -6.399426535414734),
("hourday", -4.384523514872469),
("dayhour", -3.4549875562482932),
-5.015622835607295),
("Bhai Doojyear (latent)", -6.401917196727186),
("hourday", -4.387014176184921),
("dayhour", -3.457478217560745),
("<time-of-day> - <time-of-day> (interval)on <day>",
-5.013132174294843),
("Martin Luther King's Dayyear (latent)", -5.993961427306569),
("Shemini Atzeretyear (latent)", -6.399426535414734),
("daymonth", -4.384523514872469),
("monthday", -5.993961427306569),
("monthyear", -4.6076670661866785),
("Yom Ha'atzmautyear (latent)", -6.399426535414734),
("Vijayadashamiyear (latent)", -6.399426535414734),
("Thai Pongalyear (latent)", -5.7062793548547885),
("Thiru Onamyear (latent)", -5.7062793548547885),
("hhhmmabsorption of , after named day", -6.399426535414734),
("Tuesdaythe <day-of-month> (ordinal)", -6.399426535414734),
-5.015622835607295),
("Martin Luther King's Dayyear (latent)", -5.996452088619021),
("Shemini Atzeretyear (latent)", -6.401917196727186),
("daymonth", -4.387014176184921),
("monthday", -5.996452088619021),
("monthyear", -4.61015772749913),
("Yom Ha'atzmautyear (latent)", -6.401917196727186),
("Vijayadashamiyear (latent)", -6.401917196727186),
("Thai Pongalyear (latent)", -5.70877001616724),
("Thiru Onamyear (latent)", -5.70877001616724),
("hhhmmabsorption of , after named day", -6.401917196727186),
("Tuesdaythe <day-of-month> (ordinal)", -6.401917196727186),
("from <datetime> - <datetime> (interval)July",
-5.483135803540579),
("<day-of-month> (ordinal)Wednesday", -6.399426535414734),
("Krishna Janmashtamiyear (latent)", -5.993961427306569),
("Guru Gobind Singh Jayantiyear (latent)", -6.399426535414734),
("houryear", -5.483135803540579),
-5.485626464853031),
("<day-of-month> (ordinal)Wednesday", -6.401917196727186),
("Krishna Janmashtamiyear (latent)", -5.996452088619021),
("Guru Gobind Singh Jayantiyear (latent)", -6.401917196727186),
("houryear", -5.485626464853031),
("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-6.399426535414734),
("Christmas<time-of-day> am|pm", -6.399426535414734),
-6.401917196727186),
("Christmas<time-of-day> am|pm", -6.401917196727186),
("last <day-of-week> of <time>year (latent)",
-6.399426535414734),
-6.401917196727186),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.7062793548547885),
("intersectin|during <named-month>|year", -6.399426535414734),
("<time-of-day> am|pmintersect", -5.146663566919366),
("Earth Houryear (latent)", -6.399426535414734),
("Octoberyear (latent)", -4.895349138638459),
("intersect<time-of-day> am|pm", -6.399426535414734),
("Mattu Pongalyear (latent)", -6.399426535414734),
("Shavuotyear (latent)", -6.399426535414734),
("Parsi New Yearyear (latent)", -5.483135803540579),
-5.70877001616724),
("intersectin|during <named-month>|year", -6.401917196727186),
("<time-of-day> am|pmintersect", -5.149154228231818),
("Earth Houryear (latent)", -6.401917196727186),
("Ganesh Chaturthiyear (latent)", -6.401917196727186),
("Octoberyear (latent)", -4.897839799950911),
("intersect<time-of-day> am|pm", -6.401917196727186),
("Mattu Pongalyear (latent)", -6.401917196727186),
("Shavuotyear (latent)", -6.401917196727186),
("Parsi New Yearyear (latent)", -5.485626464853031),
("at <time-of-day>in|within|after <duration>",
-6.399426535414734),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.399426535414734),
("todayin|within|after <duration>", -6.399426535414734),
-6.401917196727186),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.401917196727186),
("todayin|within|after <duration>", -6.401917196727186),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.993961427306569),
("Marchyear (latent)", -6.399426535414734),
-5.996452088619021),
("Marchyear (latent)", -6.401917196727186),
("intersect by \",\", \"of\", \"from\", \"'s\"hhhmm",
-5.993961427306569),
("Sukkotyear (latent)", -5.993961427306569),
("hhhmmintersect", -5.993961427306569),
-5.996452088619021),
("Sukkotyear (latent)", -5.996452088619021),
("hhhmmintersect", -5.996452088619021),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-5.993961427306569),
("Clean Mondayyear (latent)", -5.993961427306569),
("monthhour", -5.993961427306569),
-5.996452088619021),
("Clean Mondayyear (latent)", -5.996452088619021),
("monthhour", -5.996452088619021),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.7062793548547885),
("todayat <time-of-day>", -6.399426535414734),
("Thursday<time> timezone", -4.001531262616363),
("time-of-day (latent)tonight", -5.993961427306569),
("from|since|after <time>December", -6.399426535414734),
("<time-of-day> am|pmon <day>", -4.384523514872469),
-5.70877001616724),
("todayat <time-of-day>", -6.401917196727186),
("Thursday<time> timezone", -4.004021923928815),
("time-of-day (latent)tonight", -5.996452088619021),
("from|since|after <time>December", -6.401917196727186),
("<time-of-day> am|pmon <day>", -4.387014176184921),
("this <time>hh(:mm) - <time-of-day> am|pm",
-6.399426535414734),
("yyyy-mm-ddhh:mm:ss", -5.993961427306569),
("dayday", -3.6913763343125234),
("<time> <part-of-day>at <time-of-day>", -6.399426535414734),
("tonightat <time-of-day>", -6.399426535414734),
-6.401917196727186),
("yyyy-mm-ddhh:mm:ss", -5.996452088619021),
("dayday", -3.6938669956249752),
("<time> <part-of-day>at <time-of-day>", -6.401917196727186),
("tonightat <time-of-day>", -6.401917196727186),
("<time-of-day> am|pmabsorption of , after named day",
-5.7062793548547885),
-5.70877001616724),
("Dayananda Saraswati Jayantiyear (latent)",
-6.399426535414734),
("today<time-of-day> am|pm", -6.399426535414734),
("Februarythe <day-of-month> (ordinal)", -5.993961427306569),
("at <time-of-day><time> <part-of-day>", -6.399426535414734),
("<day-of-month> (ordinal)intersect", -5.993961427306569),
("hourhour", -4.319984993734898),
("Mahavir Jayantiyear (latent)", -5.993961427306569),
("Navaratriin|during <named-month>|year", -6.399426535414734),
("Wednesdaythis|last|next <cycle>", -6.399426535414734),
("Lentyear (latent)", -6.399426535414734),
-6.401917196727186),
("today<time-of-day> am|pm", -6.401917196727186),
("Februarythe <day-of-month> (ordinal)", -5.996452088619021),
("at <time-of-day><time> <part-of-day>", -6.401917196727186),
("<day-of-month> (ordinal)intersect", -5.996452088619021),
("hourhour", -4.3224756550473495),
("Mahavir Jayantiyear (latent)", -5.996452088619021),
("Navaratriin|during <named-month>|year", -6.401917196727186),
("Wednesdaythis|last|next <cycle>", -6.401917196727186),
("Lentyear (latent)", -6.401917196727186),
("intersect<named-month> <day-of-month> (non ordinal)",
-4.527624358513142),
("Boghiyear (latent)", -6.399426535414734),
("dayyear", -1.8776379583656932),
-4.530115019825594),
("Boghiyear (latent)", -6.401917196727186),
("dayyear", -1.874708552208806),
("Karva Chauthin|during <named-month>|year",
-6.399426535414734),
("Thursdayfrom|since|after <time>", -5.993961427306569),
-6.401917196727186),
("Thursdayfrom|since|after <time>", -5.996452088619021),
("<time-of-day> o'clockin|during the <part-of-day>",
-6.399426535414734),
("Thursdayat <time-of-day>", -5.7062793548547885),
("Islamic New Yearyear (latent)", -5.993961427306569),
("Laylat al-Qadryear (latent)", -5.483135803540579),
("Shrove Tuesdayyear (latent)", -6.399426535414734),
-6.401917196727186),
("Thursdayat <time-of-day>", -5.70877001616724),
("Islamic New Yearyear (latent)", -5.996452088619021),
("Laylat al-Qadryear (latent)", -5.485626464853031),
("Shrove Tuesdayyear (latent)", -6.401917196727186),
("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-5.7062793548547885),
("<time-of-day> am|pmtomorrow", -5.7062793548547885),
("Yom Kippuryear (latent)", -6.399426535414734),
("<day-of-month> (ordinal)Tuesday", -5.993961427306569),
("<part-of-day> of <time>year (latent)", -6.399426535414734),
("minutehour", -5.146663566919366),
("Kaanum Pongalyear (latent)", -5.993961427306569),
("Maha Saptamiyear (latent)", -6.399426535414734),
-5.70877001616724),
("<time-of-day> am|pmtomorrow", -5.70877001616724),
("Yom Kippuryear (latent)", -6.401917196727186),
("<day-of-month> (ordinal)Tuesday", -5.996452088619021),
("<part-of-day> of <time>year (latent)", -6.401917196727186),
("minutehour", -5.149154228231818),
("Kaanum Pongalyear (latent)", -5.996452088619021),
("Maha Saptamiyear (latent)", -6.401917196727186),
("at <time-of-day>in|during the <part-of-day>",
-5.993961427306569),
("time-of-day (latent)tomorrow", -5.483135803540579),
("part of daysat <time-of-day>", -5.993961427306569),
-5.996452088619021),
("time-of-day (latent)tomorrow", -5.485626464853031),
("part of daysat <time-of-day>", -5.996452088619021),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-4.384523514872469),
("for <duration> from <time>December", -6.399426535414734),
("tomorrow<time-of-day> sharp|exactly", -6.399426535414734),
-4.387014176184921),
("for <duration> from <time>December", -6.401917196727186),
("tomorrow<time-of-day> sharp|exactly", -6.401917196727186),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.146663566919366),
-5.149154228231818),
("intersect by \",\", \"of\", \"from\" for yearhhhmm",
-5.146663566919366),
("time-of-day (latent)this <part-of-day>", -6.399426535414734),
("Pentecostyear (latent)", -6.399426535414734),
-5.149154228231818),
("time-of-day (latent)this <part-of-day>", -6.401917196727186),
("Pentecostyear (latent)", -6.401917196727186),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.146663566919366),
("<day-of-month> (ordinal)February", -6.399426535414734),
("Eid al-Fitryear (latent)", -5.013132174294843),
-5.149154228231818),
("<day-of-month> (ordinal)February", -6.401917196727186),
("Eid al-Fitryear (latent)", -5.015622835607295),
("Vasant Panchamiin|during <named-month>|year",
-6.399426535414734),
("Mondayin|during the <part-of-day>", -6.399426535414734),
("Chhathin|during <named-month>|year", -6.399426535414734),
("Diwaliin|during <named-month>|year", -6.399426535414734),
("Vaisakhiin|during <named-month>|year", -6.399426535414734),
("Guru Ravidass Jayantiyear (latent)", -5.146663566919366),
("Raksha Bandhanyear (latent)", -6.399426535414734),
("daysecond", -5.993961427306569),
-6.401917196727186),
("Mondayin|during the <part-of-day>", -6.401917196727186),
("Chhathin|during <named-month>|year", -6.401917196727186),
("Diwaliin|during <named-month>|year", -6.401917196727186),
("Vaisakhiin|during <named-month>|year", -6.401917196727186),
("Guru Ravidass Jayantiyear (latent)", -5.149154228231818),
("Raksha Bandhanyear (latent)", -6.401917196727186),
("daysecond", -5.996452088619021),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-5.993961427306569),
("Ratha-Yatrayear (latent)", -6.399426535414734),
("Ashurayear (latent)", -6.399426535414734),
("Tuesdayin|during <named-month>|year", -6.399426535414734),
("Chinese New Yearyear (latent)", -6.399426535414734),
("tomorrowintersect", -6.399426535414734),
("Lag BaOmeryear (latent)", -6.399426535414734),
-5.996452088619021),
("Ratha-Yatrayear (latent)", -6.401917196727186),
("Ashurayear (latent)", -6.401917196727186),
("Tuesdayin|during <named-month>|year", -6.401917196727186),
("Chinese New Yearyear (latent)", -6.401917196727186),
("tomorrowintersect", -6.401917196727186),
("Lag BaOmeryear (latent)", -6.401917196727186),
("last weekend of <named-month>year (latent)",
-6.399426535414734),
("Eid al-Adhayear (latent)", -4.259360371918463),
("intersectin|during the <part-of-day>", -6.399426535414734),
("Palm Sundayyear (latent)", -6.399426535414734),
("Christmasat <time-of-day>", -6.399426535414734),
("Passoveryear (latent)", -6.399426535414734),
("Lazarus Saturdayyear (latent)", -6.399426535414734),
-6.401917196727186),
("Eid al-Adhayear (latent)", -4.261851033230915),
("intersectin|during the <part-of-day>", -6.401917196727186),
("Palm Sundayyear (latent)", -6.401917196727186),
("Christmasat <time-of-day>", -6.401917196727186),
("Passoveryear (latent)", -6.401917196727186),
("Lazarus Saturdayyear (latent)", -6.401917196727186),
("<day-of-month> (ordinal or number) <named-month>year (latent)",
-6.399426535414734),
("hhhmmon <day>", -5.483135803540579),
("Yom HaShoahyear (latent)", -5.993961427306569),
-6.401917196727186),
("hhhmmon <day>", -5.485626464853031),
("Yom HaShoahyear (latent)", -5.996452088619021),
("Thursday<datetime> - <datetime> (interval)",
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-5.996452088619021),
("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
-6.399426535414734),
("Septemberyear (latent)", -5.993961427306569),
-6.401917196727186),
("Septemberyear (latent)", -5.996452088619021),
("Thursday<time-of-day> - <time-of-day> (interval)",
-4.895349138638459),
("Halloweenyear (latent)", -6.399426535414734),
-4.897839799950911),
("Halloweenyear (latent)", -6.401917196727186),
("<ordinal> last <cycle> of <time>year (latent)",
-5.993961427306569),
-5.996452088619021),
("from <time-of-day> - <time-of-day> (interval)on <day>",
-5.7062793548547885),
-5.70877001616724),
("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
-6.399426535414734),
("at <time-of-day>intersect", -5.483135803540579),
("Rosh Hashanahyear (latent)", -5.7062793548547885),
("Dhanterasyear (latent)", -6.399426535414734),
("Tu BiShvatyear (latent)", -6.399426535414734),
("<day-of-month> (ordinal)December", -5.7062793548547885),
("Holiyear (latent)", -5.7062793548547885),
-6.401917196727186),
("at <time-of-day>intersect", -5.485626464853031),
("Rosh Hashanahyear (latent)", -5.70877001616724),
("Dhanterasyear (latent)", -6.401917196727186),
("Tu BiShvatyear (latent)", -6.401917196727186),
("<day-of-month> (ordinal)December", -5.70877001616724),
("Holiyear (latent)", -5.70877001616724),
("<time-of-day> - <time-of-day> (interval)tomorrow",
-6.399426535414734),
("Holika Dahanyear (latent)", -5.7062793548547885),
-6.401917196727186),
("Holika Dahanyear (latent)", -5.70877001616724),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.993961427306569),
("dayminute", -3.0852405307422077),
("Mawlidyear (latent)", -6.399426535414734),
-5.996452088619021),
("dayminute", -3.08773119205466),
("Mawlidyear (latent)", -6.401917196727186),
("from <datetime> - <datetime> (interval)on <day>",
-5.993961427306569),
-5.996452088619021),
("<datetime> - <datetime> (interval)tomorrow",
-6.399426535414734),
("Jumu'atul-Widayear (latent)", -5.483135803540579),
("minuteday", -2.6617569171313655),
("absorption of , after named dayintersect",
-5.7062793548547885),
("intersectyear (latent)", -6.399426535414734),
("Orthodox Easter Sundayyear (latent)", -6.399426535414734),
-6.401917196727186),
("Jumu'atul-Widayear (latent)", -5.485626464853031),
("minuteday", -2.6642475784438173),
("absorption of , after named dayintersect", -5.70877001616724),
("intersectyear (latent)", -6.401917196727186),
("Orthodox Easter Sundayyear (latent)", -6.401917196727186),
("time-of-day (latent)in|within|after <duration>",
-6.399426535414734),
-6.401917196727186),
("<ordinal> <cycle> of <time>year (latent)",
-6.399426535414734),
("intersecthhhmm", -5.993961427306569),
-6.401917196727186),
("intersecthhhmm", -5.996452088619021),
("the <day-of-month> (ordinal)in|during the <part-of-day>",
-6.399426535414734),
("Boss's Dayyear (latent)", -5.993961427306569),
-6.401917196727186),
("Boss's Dayyear (latent)", -5.996452088619021),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-6.399426535414734),
("Global Youth Service Dayyear (latent)", -6.399426535414734),
("Dhanterasin|during <named-month>|year", -6.399426535414734),
("Tisha B'Avyear (latent)", -6.399426535414734),
("Isra and Mi'rajyear (latent)", -5.483135803540579),
("at <time-of-day>on <day>", -4.789988622980633),
-6.401917196727186),
("Global Youth Service Dayyear (latent)", -6.401917196727186),
("Dhanterasin|during <named-month>|year", -6.401917196727186),
("Tisha B'Avyear (latent)", -6.401917196727186),
("Isra and Mi'rajyear (latent)", -5.485626464853031),
("at <time-of-day>on <day>", -4.792479284293085),
("at <time-of-day>absorption of , after named day",
-5.993961427306569),
("time-of-day (latent)<time> <part-of-day>",
-5.7062793548547885),
("Christmasyear (latent)", -5.993961427306569),
("Naraka Chaturdashiyear (latent)", -5.993961427306569),
("Thai Pongalin|during <named-month>|year", -6.399426535414734),
("dayweek", -6.399426535414734),
("Easter Sundayyear (latent)", -5.7062793548547885),
-5.996452088619021),
("time-of-day (latent)<time> <part-of-day>", -5.70877001616724),
("Christmasyear (latent)", -5.996452088619021),
("Naraka Chaturdashiyear (latent)", -5.996452088619021),
("Thai Pongalin|during <named-month>|year", -6.401917196727186),
("dayweek", -6.401917196727186),
("Easter Sundayyear (latent)", -5.70877001616724),
("between <time-of-day> and <time-of-day> (interval)on <day>",
-5.993961427306569),
("weekyear", -5.300814246746624),
("King's Dayyear (latent)", -4.895349138638459),
("hh:mmin|during the <part-of-day>", -5.483135803540579),
-5.996452088619021),
("weekyear", -5.303304908059076),
("King's Dayyear (latent)", -4.897839799950911),
("hh:mmin|during the <part-of-day>", -5.485626464853031),
("<cycle> after|before <time><time-of-day> am|pm",
-5.993961427306569),
("Hanukkahyear (latent)", -5.7062793548547885),
("February<time> <part-of-day>", -6.399426535414734),
-5.996452088619021),
("Hanukkahyear (latent)", -5.70877001616724),
("February<time> <part-of-day>", -6.401917196727186),
("time-of-day (latent)in|during the <part-of-day>",
-6.399426535414734),
("Great Lentyear (latent)", -6.399426535414734),
("tomorrowat <time-of-day>", -5.7062793548547885),
-6.401917196727186),
("Great Lentyear (latent)", -6.401917196727186),
("tomorrowat <time-of-day>", -5.70877001616724),
("hhmm (latent)in|during the <part-of-day>",
-6.399426535414734),
("Ugadiyear (latent)", -5.013132174294843),
("Vaisakhiyear (latent)", -5.7062793548547885),
-6.401917196727186),
("Ugadiyear (latent)", -5.015622835607295),
("Vaisakhiyear (latent)", -5.70877001616724),
("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-5.7062793548547885),
("last <cycle> of <time>year (latent)", -5.7062793548547885),
("at <time-of-day>tomorrow", -5.993961427306569),
("tomorrow<time-of-day> am|pm", -6.399426535414734),
-5.70877001616724),
("last <cycle> of <time>year (latent)", -5.70877001616724),
("at <time-of-day>tomorrow", -5.996452088619021),
("tomorrow<time-of-day> am|pm", -6.401917196727186),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-6.399426535414734),
("Diwaliyear (latent)", -6.399426535414734),
("between <time> and <time>on <day>", -5.993961427306569),
("Black Fridayyear (latent)", -5.993961427306569),
-6.401917196727186),
("Diwaliyear (latent)", -6.401917196727186),
("between <time> and <time>on <day>", -5.996452088619021),
("Black Fridayyear (latent)", -5.996452088619021),
("the <ordinal> last <cycle> of <time>year (latent)",
-6.399426535414734),
-6.401917196727186),
("in|during the <part-of-day>at <time-of-day>",
-6.399426535414734),
("Chhathyear (latent)", -5.993961427306569),
("Vasant Panchamiyear (latent)", -6.399426535414734),
("Rabindra Jayantiyear (latent)", -5.146663566919366),
("St Patrick's Dayyear (latent)", -6.399426535414734),
("Thursday<time> (timezone)", -6.399426535414734),
-6.401917196727186),
("Chhathyear (latent)", -5.996452088619021),
("Vasant Panchamiyear (latent)", -6.401917196727186),
("Rabindra Jayantiyear (latent)", -5.149154228231818),
("St Patrick's Dayyear (latent)", -6.401917196727186),
("Thursday<time> (timezone)", -6.401917196727186),
("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-6.399426535414734),
("Pargat Diwasyear (latent)", -5.146663566919366),
("<datetime> - <datetime> (interval)July", -5.993961427306569),
-6.401917196727186),
("Pargat Diwasyear (latent)", -5.149154228231818),
("<datetime> - <datetime> (interval)July", -5.996452088619021),
("on <day><named-month> <day-of-month> (non ordinal)",
-5.7062793548547885),
("Februaryintersect", -6.399426535414734),
("Simchat Torahyear (latent)", -6.399426535414734),
("minuteyear", -6.399426535414734)],
n = 463},
-5.70877001616724),
("Februaryintersect", -6.401917196727186),
("Simchat Torahyear (latent)", -6.401917196727186),
("minuteyear", -6.401917196727186)],
n = 464},
koData =
ClassData{prior = -0.9987237428882767, unseen = -6.706862336602747,
ClassData{prior = -1.0000870696161408, unseen = -6.70808408385307,
likelihoods =
HashMap.fromList
[("Thursdayhhhmm", -4.508414517523783),
("hourday", -3.614596641501687),
[("Thursdayhhhmm", -4.5096377592665275),
("hourday", -3.615819883244431),
("<hour-of-day> <integer><time-of-day> am|pm",
-6.012491914300058),
("<day-of-month> (ordinal)August", -6.012491914300058),
("dayhour", -3.447542556838521),
("<time> timezoneyear (latent)", -5.319344733740112),
-6.013715156042802),
("<day-of-month> (ordinal)August", -6.013715156042802),
("dayhour", -3.448765798581265),
("<time> timezoneyear (latent)", -5.320567975482857),
("<time-of-day> - <time-of-day> (interval)on <day>",
-5.096201182425903),
("Tuesdayfrom|since|after <time>", -5.319344733740112),
("daymonth", -3.338343264873529),
("monthyear", -4.75972894580469),
("<time-of-day> am|pmyear (latent)", -5.319344733740112),
("Thai Pongalyear (latent)", -5.319344733740112),
("intersecthh:mm", -6.012491914300058),
-5.097424424168647),
("Tuesdayfrom|since|after <time>", -5.320567975482857),
("daymonth", -3.339566506616273),
("monthyear", -4.760952187547434),
("<time-of-day> am|pmyear (latent)", -5.320567975482857),
("Thai Pongalyear (latent)", -5.320567975482857),
("intersecthh:mm", -6.013715156042802),
("from <datetime> - <datetime> (interval)July",
-5.607026806191893),
("<day-of-month> (ordinal)Wednesday", -6.012491914300058),
("houryear", -4.626197553180167),
-5.6082500479346375),
("<day-of-month> (ordinal)Wednesday", -6.013715156042802),
("houryear", -4.627420794922911),
("from <time-of-day> - <time-of-day> (interval)July",
-6.012491914300058),
("<day-of-month> (ordinal)October", -6.012491914300058),
-6.013715156042802),
("<day-of-month> (ordinal)October", -6.013715156042802),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.319344733740112),
("hournograin", -4.75972894580469),
("<time-of-day> am|pmintersect", -4.75972894580469),
("Octoberyear (latent)", -6.012491914300058),
-5.320567975482857),
("hournograin", -4.760952187547434),
("<time-of-day> am|pmintersect", -4.760952187547434),
("Octoberyear (latent)", -6.013715156042802),
("time-of-day (latent)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.607026806191893),
("until <time>on <day>", -5.319344733740112),
("time-of-day (latent)intersect", -5.319344733740112),
("todayin <number> (implicit minutes)", -6.012491914300058),
-5.6082500479346375),
("until <time>on <day>", -5.320567975482857),
("time-of-day (latent)intersect", -5.320567975482857),
("todayin <number> (implicit minutes)", -6.013715156042802),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.319344733740112),
-5.320567975482857),
("about|exactly <time-of-day>year (latent)",
-6.012491914300058),
("hh:mmon <day>", -4.75972894580469),
("hhhmmintersect", -5.607026806191893),
("absorption of , after named dayJuly", -5.096201182425903),
("from|since|after <time>July", -5.607026806191893),
-6.013715156042802),
("hh:mmon <day>", -4.760952187547434),
("hhhmmintersect", -5.6082500479346375),
("absorption of , after named dayJuly", -5.097424424168647),
("from|since|after <time>July", -5.6082500479346375),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-5.096201182425903),
("Clean Mondayyear (latent)", -6.012491914300058),
("monthhour", -6.012491914300058),
-5.097424424168647),
("Clean Mondayyear (latent)", -6.013715156042802),
("monthhour", -6.013715156042802),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.607026806191893),
("hourmonth", -4.140689737398466),
("todayat <time-of-day>", -6.012491914300058),
("hhhmmyear (latent)", -4.75972894580469),
("from|since|after <time>December", -6.012491914300058),
-5.6082500479346375),
("hourmonth", -4.14191297914121),
("todayat <time-of-day>", -6.013715156042802),
("hhhmmyear (latent)", -4.760952187547434),
("from|since|after <time>December", -6.013715156042802),
("from|since|after <time><time-of-day> am|pm",
-6.012491914300058),
("<time-of-day> am|pmon <day>", -4.75972894580469),
("Mondayyear (latent)", -5.319344733740112),
("dayday", -4.626197553180167),
("on <day>September", -5.319344733740112),
("time-of-day (latent)September", -5.607026806191893),
("hourhour", -5.607026806191893),
("time-of-day (latent)on <day>", -4.508414517523783),
("Thursdaydd/mm", -6.012491914300058),
-6.013715156042802),
("<time-of-day> am|pmon <day>", -4.760952187547434),
("Mondayyear (latent)", -5.320567975482857),
("dayday", -4.627420794922911),
("on <day>September", -5.320567975482857),
("time-of-day (latent)September", -5.6082500479346375),
("hourhour", -5.6082500479346375),
("time-of-day (latent)on <day>", -4.5096377592665275),
("Thursdaydd/mm", -6.013715156042802),
("time-of-day (latent)<cycle> after|before <time>",
-5.607026806191893),
("dayyear", -3.0947211822157783),
("New Year's Dayyear (latent)", -5.096201182425903),
("time-of-day (latent)Sunday", -5.607026806191893),
("Thursdayfrom|since|after <time>", -4.307743822061632),
("Thursdayat <time-of-day>", -4.403054001865957),
-5.6082500479346375),
("dayyear", -3.0959444239585228),
("New Year's Dayyear (latent)", -5.097424424168647),
("time-of-day (latent)Sunday", -5.6082500479346375),
("Thursdayfrom|since|after <time>", -4.308967063804377),
("Thursdayat <time-of-day>", -4.404277243608702),
("<integer> to|till|before <hour-of-day>September",
-6.012491914300058),
("Aprilyear (latent)", -6.012491914300058),
("the <day-of-month> (ordinal)July", -6.012491914300058),
("the <day-of-month> (number)July", -6.012491914300058),
("monthminute", -6.012491914300058),
("<time-of-day> am|pmtomorrow", -6.012491914300058),
("Thursdayhh:mm", -5.096201182425903),
("<day-of-month> (ordinal)Tuesday", -5.607026806191893),
("minutemonth", -3.872425750803787),
("time-of-day (latent)Friday", -5.607026806191893),
("minutehour", -6.012491914300058),
("Augustyear (latent)", -5.607026806191893),
("week-endin|during <named-month>|year", -6.012491914300058),
("time-of-day (latent)Tuesday", -5.607026806191893),
-6.013715156042802),
("Aprilyear (latent)", -6.013715156042802),
("the <day-of-month> (ordinal)July", -6.013715156042802),
("the <day-of-month> (number)July", -6.013715156042802),
("monthminute", -6.013715156042802),
("<time-of-day> am|pmtomorrow", -6.013715156042802),
("Thursdayhh:mm", -5.097424424168647),
("<day-of-month> (ordinal)Tuesday", -5.6082500479346375),
("minutemonth", -3.873648992546531),
("time-of-day (latent)Friday", -5.6082500479346375),
("minutehour", -6.013715156042802),
("Augustyear (latent)", -5.6082500479346375),
("week-endin|during <named-month>|year", -6.013715156042802),
("time-of-day (latent)Tuesday", -5.6082500479346375),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-6.012491914300058),
("Sundayyear (latent)", -5.096201182425903),
("Christmasat <time-of-day>", -6.012491914300058),
("from|since|after <time>year (latent)", -4.913879625631948),
("hhhmmon <day>", -5.096201182425903),
("yesterday<time-of-day> am|pm", -6.012491914300058),
("<day-of-month> (ordinal)July", -5.319344733740112),
-6.013715156042802),
("Sundayyear (latent)", -5.097424424168647),
("Christmasat <time-of-day>", -6.013715156042802),
("from|since|after <time>year (latent)", -4.915102867374692),
("hhhmmon <day>", -5.097424424168647),
("yesterday<time-of-day> am|pm", -6.013715156042802),
("<day-of-month> (ordinal)July", -5.320567975482857),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-6.012491914300058),
-6.013715156042802),
("Thursday<time-of-day> - <time-of-day> (interval)",
-6.012491914300058),
-6.013715156042802),
("in|during <named-month>|yearyear (latent)",
-6.012491914300058),
("at <time-of-day>intersect", -5.096201182425903),
("hh:mmyear (latent)", -4.626197553180167),
("Holiyear (latent)", -6.012491914300058),
("until <time><time-of-day> am|pm", -6.012491914300058),
-6.013715156042802),
("at <time-of-day>intersect", -5.097424424168647),
("hh:mmyear (latent)", -4.627420794922911),
("Holiyear (latent)", -6.013715156042802),
("until <time><time-of-day> am|pm", -6.013715156042802),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.607026806191893),
("dayminute", -3.1792785702438415),
("yyyy-mm-ddhh:mm", -5.607026806191893),
("intersectfrom|since|after <time>", -5.607026806191893),
("intersectSeptember", -4.140689737398466),
("minuteday", -2.855491493149944),
-5.6082500479346375),
("dayminute", -3.1805018119865855),
("yyyy-mm-ddhh:mm", -5.6082500479346375),
("intersectfrom|since|after <time>", -5.6082500479346375),
("intersectSeptember", -4.14191297914121),
("minuteday", -2.8567147348926882),
("absorption of , after named dayintersect",
-6.012491914300058),
("intersectyear (latent)", -6.012491914300058),
("Februaryin|during the <part-of-day>", -6.012491914300058),
-6.013715156042802),
("intersectyear (latent)", -6.013715156042802),
("Februaryin|during the <part-of-day>", -6.013715156042802),
("<duration> after|before|from|past <time>December",
-6.012491914300058),
("time-of-day (latent)July", -5.319344733740112),
("Saturdayyear (latent)", -6.012491914300058),
-6.013715156042802),
("time-of-day (latent)July", -5.320567975482857),
("Saturdayyear (latent)", -6.013715156042802),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-6.012491914300058),
("at <time-of-day>on <day>", -5.096201182425903),
("absorption of , after named daySeptember", -4.75972894580469),
("Naraka Chaturdashiyear (latent)", -6.012491914300058),
("from|since|after <time>on <day>", -5.096201182425903),
("dayweek", -6.012491914300058),
("Easter Sundayyear (latent)", -5.607026806191893),
("Thursday<time-of-day> am|pm", -4.75972894580469),
("weekyear", -5.607026806191893),
("time-of-day (latent)Thursday", -5.607026806191893),
-6.013715156042802),
("at <time-of-day>on <day>", -5.097424424168647),
("absorption of , after named daySeptember",
-4.760952187547434),
("Naraka Chaturdashiyear (latent)", -6.013715156042802),
("from|since|after <time>on <day>", -5.097424424168647),
("dayweek", -6.013715156042802),
("Easter Sundayyear (latent)", -5.6082500479346375),
("Thursday<time-of-day> am|pm", -4.760952187547434),
("weekyear", -5.6082500479346375),
("time-of-day (latent)Thursday", -5.6082500479346375),
("<named-month> <day-of-month> (non ordinal)until <time>",
-6.012491914300058),
("<day-of-month> (ordinal)April", -6.012491914300058),
-6.013715156042802),
("<day-of-month> (ordinal)April", -6.013715156042802),
("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-5.607026806191893),
-5.6082500479346375),
("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-5.319344733740112),
("Sundayfrom|since|after <time>", -6.012491914300058),
("absorption of , after named dayFebruary", -5.096201182425903),
-5.320567975482857),
("Sundayfrom|since|after <time>", -6.013715156042802),
("absorption of , after named dayFebruary", -5.097424424168647),
("time-of-day (latent)in|during the <part-of-day>",
-5.607026806191893),
-5.6082500479346375),
("July<integer> to|till|before <hour-of-day>",
-6.012491914300058),
("tomorrowat <time-of-day>", -6.012491914300058),
("daynograin", -5.607026806191893),
-6.013715156042802),
("tomorrowat <time-of-day>", -6.013715156042802),
("daynograin", -5.6082500479346375),
("<integer> to|till|before <hour-of-day>July",
-5.607026806191893),
("last <cycle> of <time>year (latent)", -5.607026806191893),
("tomorrow<time-of-day> am|pm", -6.012491914300058),
-5.6082500479346375),
("last <cycle> of <time>year (latent)", -5.6082500479346375),
("tomorrow<time-of-day> am|pm", -6.013715156042802),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-5.319344733740112),
("Diwaliyear (latent)", -5.607026806191893),
-5.320567975482857),
("Diwaliyear (latent)", -5.6082500479346375),
("<time-of-day> - <time-of-day> (interval)July",
-6.012491914300058),
("Fridayyear (latent)", -5.607026806191893),
("time-of-day (latent)April", -6.012491914300058),
("minuteyear", -3.815267336963838)],
-6.013715156042802),
("Fridayyear (latent)", -5.6082500479346375),
("time-of-day (latent)April", -6.013715156042802),
("minuteyear", -3.816490578706582)],
n = 270}}),
("one eleven",
Classifier{okData =
@ -1556,14 +1562,14 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -0.1494000770686605, unseen = -5.375278407684165,
ClassData{prior = -0.14874526126035031, unseen = -5.37989735354046,
likelihoods =
HashMap.fromList
[("integer (numeric)", -2.830377616285182e-2),
("intersect 2 numbers", -3.984343667007772)],
n = 211},
[("integer (numeric)", -2.8170876966696335e-2),
("intersect 2 numbers", -3.9889840465642745)],
n = 212},
koData =
ClassData{prior = -1.9748976859285656,
ClassData{prior = -1.9789710113162013,
unseen = -3.6635616461296463,
likelihoods =
HashMap.fromList

View File

@ -90,10 +90,10 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.5628910625620327, unseen = -6.175867270105761,
likelihoods = HashMap.fromList [("", 0.0)], n = 479},
ClassData{prior = -0.5619939103403901, unseen = -6.1779441140506,
likelihoods = HashMap.fromList [("", 0.0)], n = 480},
koData =
ClassData{prior = -0.8429474481471769,
ClassData{prior = -0.8441358024165557,
unseen = -5.8971538676367405,
likelihoods = HashMap.fromList [("", 0.0)], n = 362}}),
("<year> (bc|ad)",
@ -794,6 +794,13 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Ganesh Chaturthi",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("July",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.5553480614894135,
@ -890,449 +897,453 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.43870374958389813,
unseen = -7.1731917424865985,
ClassData{prior = -0.4379988817683174, unseen = -7.175489713624222,
likelihoods =
HashMap.fromList
[("Navaratriyear (latent)", -6.4792773965649),
("Father's Dayyear (latent)", -6.4792773965649),
("Karva Chauthyear (latent)", -6.4792773965649),
[("Navaratriyear (latent)", -6.481577129276431),
("Father's Dayyear (latent)", -6.481577129276431),
("Karva Chauthyear (latent)", -6.481577129276431),
("<day-of-month> (ordinal)in|during the <part-of-day>",
-6.4792773965649),
("Maha Shivaratriyear (latent)", -6.4792773965649),
("Ramadanyear (latent)", -5.226514428069532),
-6.481577129276431),
("Maha Shivaratriyear (latent)", -6.481577129276431),
("Ramadanyear (latent)", -5.228814160781063),
("<datetime> - <datetime> (interval)on <day>",
-5.092983035445009),
("Military Spouse Dayyear (latent)", -6.4792773965649),
("Bhai Doojyear (latent)", -6.4792773965649),
("hourday", -4.464374376022635),
("dayhour", -3.5348384173984595),
-5.09528276815654),
("Military Spouse Dayyear (latent)", -6.481577129276431),
("Bhai Doojyear (latent)", -6.481577129276431),
("hourday", -4.466674108734166),
("dayhour", -3.5371381501099908),
("<time-of-day> - <time-of-day> (interval)on <day>",
-5.092983035445009),
("Martin Luther King's Dayyear (latent)", -6.073812288456735),
("Shemini Atzeretyear (latent)", -6.4792773965649),
("daymonth", -4.464374376022635),
("monthday", -6.073812288456735),
("monthyear", -4.687517927336844),
("Yom Ha'atzmautyear (latent)", -6.4792773965649),
("Vijayadashamiyear (latent)", -6.4792773965649),
-5.09528276815654),
("Martin Luther King's Dayyear (latent)", -6.076112021168266),
("Shemini Atzeretyear (latent)", -6.481577129276431),
("daymonth", -4.466674108734166),
("monthday", -6.076112021168266),
("monthyear", -4.689817660048376),
("Yom Ha'atzmautyear (latent)", -6.481577129276431),
("Vijayadashamiyear (latent)", -6.481577129276431),
("Administrative Professionals' Dayyear (latent)",
-5.092983035445009),
("Thanksgiving Dayyear (latent)", -5.38066510789679),
("Thai Pongalyear (latent)", -5.786130216004954),
("Thiru Onamyear (latent)", -5.786130216004954),
("hhhmmabsorption of , after named day", -6.4792773965649),
("Tuesdaythe <day-of-month> (ordinal)", -6.4792773965649),
-5.09528276815654),
("Thanksgiving Dayyear (latent)", -5.382964840608321),
("Thai Pongalyear (latent)", -5.788429948716486),
("Thiru Onamyear (latent)", -5.788429948716486),
("hhhmmabsorption of , after named day", -6.481577129276431),
("Tuesdaythe <day-of-month> (ordinal)", -6.481577129276431),
("from <datetime> - <datetime> (interval)July",
-5.562986664690745),
("<day-of-month> (ordinal)Wednesday", -6.4792773965649),
("Krishna Janmashtamiyear (latent)", -6.073812288456735),
("Guru Gobind Singh Jayantiyear (latent)", -6.4792773965649),
("houryear", -5.562986664690745),
-5.565286397402276),
("<day-of-month> (ordinal)Wednesday", -6.481577129276431),
("Krishna Janmashtamiyear (latent)", -6.076112021168266),
("Guru Gobind Singh Jayantiyear (latent)", -6.481577129276431),
("houryear", -5.565286397402276),
("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-6.4792773965649),
("Christmas<time-of-day> am|pm", -6.4792773965649),
("last <day-of-week> of <time>year (latent)", -6.4792773965649),
-6.481577129276431),
("Christmas<time-of-day> am|pm", -6.481577129276431),
("last <day-of-week> of <time>year (latent)",
-6.481577129276431),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.786130216004954),
("intersectin|during <named-month>|year", -6.4792773965649),
("<time-of-day> am|pmintersect", -5.226514428069532),
("Earth Houryear (latent)", -6.4792773965649),
("Octoberyear (latent)", -4.975199999788626),
("intersect<time-of-day> am|pm", -6.4792773965649),
("Mattu Pongalyear (latent)", -6.4792773965649),
("Daylight Saving Start Dayyear (latent)", -5.562986664690745),
("Shavuotyear (latent)", -6.4792773965649),
("Parsi New Yearyear (latent)", -5.562986664690745),
-5.788429948716486),
("intersectin|during <named-month>|year", -6.481577129276431),
("<time-of-day> am|pmintersect", -5.228814160781063),
("Earth Houryear (latent)", -6.481577129276431),
("Ganesh Chaturthiyear (latent)", -6.481577129276431),
("Octoberyear (latent)", -4.977499732500157),
("intersect<time-of-day> am|pm", -6.481577129276431),
("Mattu Pongalyear (latent)", -6.481577129276431),
("Daylight Saving Start Dayyear (latent)", -5.565286397402276),
("Shavuotyear (latent)", -6.481577129276431),
("Parsi New Yearyear (latent)", -5.565286397402276),
("at <time-of-day>in|within|after <duration>",
-6.4792773965649),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.4792773965649),
("todayin|within|after <duration>", -6.4792773965649),
-6.481577129276431),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.481577129276431),
("todayin|within|after <duration>", -6.481577129276431),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-6.073812288456735),
("Marchyear (latent)", -6.4792773965649),
-6.076112021168266),
("Marchyear (latent)", -6.481577129276431),
("intersect by \",\", \"of\", \"from\", \"'s\"hhhmm",
-6.073812288456735),
("Sukkotyear (latent)", -6.073812288456735),
("hhhmmintersect", -6.073812288456735),
-6.076112021168266),
("Sukkotyear (latent)", -6.076112021168266),
("hhhmmintersect", -6.076112021168266),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-6.073812288456735),
("Daylight Saving End Dayyear (latent)", -5.562986664690745),
("Clean Mondayyear (latent)", -6.073812288456735),
("monthhour", -6.073812288456735),
-6.076112021168266),
("Daylight Saving End Dayyear (latent)", -5.565286397402276),
("Clean Mondayyear (latent)", -6.076112021168266),
("monthhour", -6.076112021168266),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.786130216004954),
("todayat <time-of-day>", -6.4792773965649),
("Thursday<time> timezone", -4.081382123766529),
("time-of-day (latent)tonight", -6.073812288456735),
("from|since|after <time>December", -6.4792773965649),
-5.788429948716486),
("todayat <time-of-day>", -6.481577129276431),
("Thursday<time> timezone", -4.08368185647806),
("time-of-day (latent)tonight", -6.076112021168266),
("from|since|after <time>December", -6.481577129276431),
("Emergency Medical Services for Children Dayyear (latent)",
-6.4792773965649),
("<time-of-day> am|pmon <day>", -4.464374376022635),
("this <time>hh(:mm) - <time-of-day> am|pm", -6.4792773965649),
("yyyy-mm-ddhh:mm:ss", -6.073812288456735),
("Tax Daythis|last|next <cycle>", -6.4792773965649),
("dayday", -3.7712271954626897),
("<time> <part-of-day>at <time-of-day>", -6.4792773965649),
("mm/ddat <time-of-day>", -6.4792773965649),
("tonightat <time-of-day>", -6.4792773965649),
-6.481577129276431),
("<time-of-day> am|pmon <day>", -4.466674108734166),
("this <time>hh(:mm) - <time-of-day> am|pm",
-6.481577129276431),
("yyyy-mm-ddhh:mm:ss", -6.076112021168266),
("Tax Daythis|last|next <cycle>", -6.481577129276431),
("dayday", -3.773526928174221),
("<time> <part-of-day>at <time-of-day>", -6.481577129276431),
("mm/ddat <time-of-day>", -6.481577129276431),
("tonightat <time-of-day>", -6.481577129276431),
("<time-of-day> am|pmabsorption of , after named day",
-5.786130216004954),
("Dayananda Saraswati Jayantiyear (latent)", -6.4792773965649),
("today<time-of-day> am|pm", -6.4792773965649),
("Februarythe <day-of-month> (ordinal)", -6.073812288456735),
("at <time-of-day><time> <part-of-day>", -6.4792773965649),
("<day-of-month> (ordinal)intersect", -6.073812288456735),
("mm/dd<time-of-day> am|pm", -6.4792773965649),
("hourhour", -4.399835854885064),
("Mahavir Jayantiyear (latent)", -6.073812288456735),
("Navaratriin|during <named-month>|year", -6.4792773965649),
("Wednesdaythis|last|next <cycle>", -6.4792773965649),
("Lentyear (latent)", -6.4792773965649),
-5.788429948716486),
("Dayananda Saraswati Jayantiyear (latent)",
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("today<time-of-day> am|pm", -6.481577129276431),
("Februarythe <day-of-month> (ordinal)", -6.076112021168266),
("at <time-of-day><time> <part-of-day>", -6.481577129276431),
("<day-of-month> (ordinal)intersect", -6.076112021168266),
("mm/dd<time-of-day> am|pm", -6.481577129276431),
("hourhour", -4.402135587596595),
("Mahavir Jayantiyear (latent)", -6.076112021168266),
("Navaratriin|during <named-month>|year", -6.481577129276431),
("Wednesdaythis|last|next <cycle>", -6.481577129276431),
("Lentyear (latent)", -6.481577129276431),
("intersect<named-month> <day-of-month> (non ordinal)",
-4.607475219663308),
("Boghiyear (latent)", -6.4792773965649),
("dayyear", -1.7697471952525656),
("Karva Chauthin|during <named-month>|year", -6.4792773965649),
("Thursdayfrom|since|after <time>", -6.073812288456735),
-4.609774952374839),
("Boghiyear (latent)", -6.481577129276431),
("dayyear", -1.7675525383762576),
("Karva Chauthin|during <named-month>|year",
-6.481577129276431),
("Thursdayfrom|since|after <time>", -6.076112021168266),
("<time-of-day> o'clockin|during the <part-of-day>",
-6.4792773965649),
("Thursdayat <time-of-day>", -5.786130216004954),
("Islamic New Yearyear (latent)", -6.073812288456735),
("Laylat al-Qadryear (latent)", -5.562986664690745),
("Shrove Tuesdayyear (latent)", -6.4792773965649),
-6.481577129276431),
("Thursdayat <time-of-day>", -5.788429948716486),
("Islamic New Yearyear (latent)", -6.076112021168266),
("Laylat al-Qadryear (latent)", -5.565286397402276),
("Shrove Tuesdayyear (latent)", -6.481577129276431),
("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-5.786130216004954),
("<time-of-day> am|pmtomorrow", -5.786130216004954),
("Yom Kippuryear (latent)", -6.4792773965649),
("<day-of-month> (ordinal)Tuesday", -6.073812288456735),
("<part-of-day> of <time>year (latent)", -6.4792773965649),
("minutehour", -5.226514428069532),
("Kaanum Pongalyear (latent)", -6.073812288456735),
("Maha Saptamiyear (latent)", -6.4792773965649),
-5.788429948716486),
("<time-of-day> am|pmtomorrow", -5.788429948716486),
("Yom Kippuryear (latent)", -6.481577129276431),
("<day-of-month> (ordinal)Tuesday", -6.076112021168266),
("<part-of-day> of <time>year (latent)", -6.481577129276431),
("minutehour", -5.228814160781063),
("Kaanum Pongalyear (latent)", -6.076112021168266),
("Maha Saptamiyear (latent)", -6.481577129276431),
("at <time-of-day>in|during the <part-of-day>",
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("time-of-day (latent)tomorrow", -5.562986664690745),
("part of daysat <time-of-day>", -6.073812288456735),
-6.076112021168266),
("time-of-day (latent)tomorrow", -5.565286397402276),
("part of daysat <time-of-day>", -6.076112021168266),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-4.464374376022635),
("for <duration> from <time>December", -6.4792773965649),
("tomorrow<time-of-day> sharp|exactly", -6.4792773965649),
-4.466674108734166),
("for <duration> from <time>December", -6.481577129276431),
("tomorrow<time-of-day> sharp|exactly", -6.481577129276431),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.226514428069532),
-5.228814160781063),
("intersect by \",\", \"of\", \"from\" for yearhhhmm",
-5.226514428069532),
("time-of-day (latent)this <part-of-day>", -6.4792773965649),
("Pentecostyear (latent)", -6.4792773965649),
-5.228814160781063),
("time-of-day (latent)this <part-of-day>", -6.481577129276431),
("Pentecostyear (latent)", -6.481577129276431),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.226514428069532),
("<day-of-month> (ordinal)February", -6.4792773965649),
("Eid al-Fitryear (latent)", -5.092983035445009),
-5.228814160781063),
("<day-of-month> (ordinal)February", -6.481577129276431),
("Eid al-Fitryear (latent)", -5.09528276815654),
("Vasant Panchamiin|during <named-month>|year",
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("Mondayin|during the <part-of-day>", -6.4792773965649),
("Chhathin|during <named-month>|year", -6.4792773965649),
("Diwaliin|during <named-month>|year", -6.4792773965649),
("Vaisakhiin|during <named-month>|year", -6.4792773965649),
("Guru Ravidass Jayantiyear (latent)", -5.226514428069532),
("Raksha Bandhanyear (latent)", -6.4792773965649),
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-6.481577129276431),
("Mondayin|during the <part-of-day>", -6.481577129276431),
("Chhathin|during <named-month>|year", -6.481577129276431),
("Diwaliin|during <named-month>|year", -6.481577129276431),
("Vaisakhiin|during <named-month>|year", -6.481577129276431),
("Guru Ravidass Jayantiyear (latent)", -5.228814160781063),
("Raksha Bandhanyear (latent)", -6.481577129276431),
("daysecond", -6.076112021168266),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-6.073812288456735),
("Emancipation Dayyear (latent)", -5.786130216004954),
("Ratha-Yatrayear (latent)", -6.4792773965649),
("Ashurayear (latent)", -6.4792773965649),
("Tuesdayin|during <named-month>|year", -6.4792773965649),
("Chinese New Yearyear (latent)", -6.4792773965649),
("tomorrowintersect", -6.4792773965649),
("Lag BaOmeryear (latent)", -6.4792773965649),
-6.076112021168266),
("Emancipation Dayyear (latent)", -5.788429948716486),
("Ratha-Yatrayear (latent)", -6.481577129276431),
("Ashurayear (latent)", -6.481577129276431),
("Tuesdayin|during <named-month>|year", -6.481577129276431),
("Chinese New Yearyear (latent)", -6.481577129276431),
("tomorrowintersect", -6.481577129276431),
("Lag BaOmeryear (latent)", -6.481577129276431),
("last weekend of <named-month>year (latent)",
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("Eid al-Adhayear (latent)", -4.339211233068629),
("intersectin|during the <part-of-day>", -6.4792773965649),
("Palm Sundayyear (latent)", -6.4792773965649),
("Christmasat <time-of-day>", -6.4792773965649),
("Passoveryear (latent)", -6.4792773965649),
("Lazarus Saturdayyear (latent)", -6.4792773965649),
-6.481577129276431),
("Eid al-Adhayear (latent)", -4.34151096578016),
("intersectin|during the <part-of-day>", -6.481577129276431),
("Palm Sundayyear (latent)", -6.481577129276431),
("Christmasat <time-of-day>", -6.481577129276431),
("Passoveryear (latent)", -6.481577129276431),
("Lazarus Saturdayyear (latent)", -6.481577129276431),
("<day-of-month> (ordinal or number) <named-month>year (latent)",
-6.4792773965649),
("Cyber Mondayyear (latent)", -6.073812288456735),
("hhhmmon <day>", -5.562986664690745),
("Yom HaShoahyear (latent)", -6.073812288456735),
-6.481577129276431),
("Cyber Mondayyear (latent)", -6.076112021168266),
("hhhmmon <day>", -5.565286397402276),
("Yom HaShoahyear (latent)", -6.076112021168266),
("Thursday<datetime> - <datetime> (interval)",
-6.073812288456735),
-6.076112021168266),
("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
-6.4792773965649),
("Septemberyear (latent)", -6.073812288456735),
-6.481577129276431),
("Septemberyear (latent)", -6.076112021168266),
("Thursday<time-of-day> - <time-of-day> (interval)",
-4.975199999788626),
("Halloweenyear (latent)", -6.4792773965649),
-4.977499732500157),
("Halloweenyear (latent)", -6.481577129276431),
("<ordinal> last <cycle> of <time>year (latent)",
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-6.076112021168266),
("from <time-of-day> - <time-of-day> (interval)on <day>",
-5.786130216004954),
-5.788429948716486),
("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
-6.4792773965649),
("at <time-of-day>intersect", -5.562986664690745),
("Rosh Hashanahyear (latent)", -5.786130216004954),
("Dhanterasyear (latent)", -6.4792773965649),
("Tu BiShvatyear (latent)", -6.4792773965649),
("<day-of-month> (ordinal)December", -5.786130216004954),
("Holiyear (latent)", -5.786130216004954),
-6.481577129276431),
("at <time-of-day>intersect", -5.565286397402276),
("Rosh Hashanahyear (latent)", -5.788429948716486),
("Dhanterasyear (latent)", -6.481577129276431),
("Tu BiShvatyear (latent)", -6.481577129276431),
("<day-of-month> (ordinal)December", -5.788429948716486),
("Holiyear (latent)", -5.788429948716486),
("<time-of-day> - <time-of-day> (interval)tomorrow",
-6.4792773965649),
("Holika Dahanyear (latent)", -5.786130216004954),
-6.481577129276431),
("Holika Dahanyear (latent)", -5.788429948716486),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-6.073812288456735),
("dayminute", -3.129373309290295),
("Mawlidyear (latent)", -6.4792773965649),
-6.076112021168266),
("dayminute", -3.131673042001826),
("Mawlidyear (latent)", -6.481577129276431),
("from <datetime> - <datetime> (interval)on <day>",
-6.073812288456735),
-6.076112021168266),
("<datetime> - <datetime> (interval)tomorrow",
-6.4792773965649),
("Jumu'atul-Widayear (latent)", -5.562986664690745),
("minuteday", -2.7416077782815313),
-6.481577129276431),
("Jumu'atul-Widayear (latent)", -5.565286397402276),
("minuteday", -2.7439075109930626),
("absorption of , after named dayintersect",
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("intersectyear (latent)", -6.4792773965649),
("Orthodox Easter Sundayyear (latent)", -6.4792773965649),
-5.788429948716486),
("intersectyear (latent)", -6.481577129276431),
("Orthodox Easter Sundayyear (latent)", -6.481577129276431),
("time-of-day (latent)in|within|after <duration>",
-6.4792773965649),
("<ordinal> <cycle> of <time>year (latent)", -6.4792773965649),
("intersecthhhmm", -6.073812288456735),
-6.481577129276431),
("<ordinal> <cycle> of <time>year (latent)",
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("intersecthhhmm", -6.076112021168266),
("the <day-of-month> (ordinal)in|during the <part-of-day>",
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("Boss's Dayyear (latent)", -6.073812288456735),
-6.481577129276431),
("Boss's Dayyear (latent)", -6.076112021168266),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-6.4792773965649),
("Global Youth Service Dayyear (latent)", -6.4792773965649),
("Dhanterasin|during <named-month>|year", -6.4792773965649),
("Tisha B'Avyear (latent)", -6.4792773965649),
("Isra and Mi'rajyear (latent)", -5.562986664690745),
("at <time-of-day>on <day>", -4.869839484130799),
-6.481577129276431),
("Global Youth Service Dayyear (latent)", -6.481577129276431),
("Dhanterasin|during <named-month>|year", -6.481577129276431),
("Tisha B'Avyear (latent)", -6.481577129276431),
("Isra and Mi'rajyear (latent)", -5.565286397402276),
("at <time-of-day>on <day>", -4.8721392168423305),
("at <time-of-day>absorption of , after named day",
-6.073812288456735),
-6.076112021168266),
("time-of-day (latent)<time> <part-of-day>",
-5.786130216004954),
("Christmasyear (latent)", -6.073812288456735),
("Naraka Chaturdashiyear (latent)", -6.073812288456735),
("Thai Pongalin|during <named-month>|year", -6.4792773965649),
-5.788429948716486),
("Christmasyear (latent)", -6.076112021168266),
("Naraka Chaturdashiyear (latent)", -6.076112021168266),
("Thai Pongalin|during <named-month>|year", -6.481577129276431),
("Emergency Medical Services Weekyear (latent)",
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("dayweek", -6.4792773965649),
("Easter Sundayyear (latent)", -5.786130216004954),
-6.481577129276431),
("dayweek", -6.481577129276431),
("Easter Sundayyear (latent)", -5.788429948716486),
("between <time-of-day> and <time-of-day> (interval)on <day>",
-6.073812288456735),
("weekyear", -5.38066510789679),
("King's Dayyear (latent)", -4.975199999788626),
("hh:mmin|during the <part-of-day>", -5.562986664690745),
-6.076112021168266),
("weekyear", -5.382964840608321),
("King's Dayyear (latent)", -4.977499732500157),
("hh:mmin|during the <part-of-day>", -5.565286397402276),
("<cycle> after|before <time><time-of-day> am|pm",
-6.073812288456735),
("Hanukkahyear (latent)", -5.786130216004954),
("February<time> <part-of-day>", -6.4792773965649),
("National Grandparents Dayyear (latent)", -6.4792773965649),
-6.076112021168266),
("Hanukkahyear (latent)", -5.788429948716486),
("February<time> <part-of-day>", -6.481577129276431),
("National Grandparents Dayyear (latent)", -6.481577129276431),
("time-of-day (latent)in|during the <part-of-day>",
-6.4792773965649),
("Great Lentyear (latent)", -6.4792773965649),
("tomorrowat <time-of-day>", -5.786130216004954),
("hhmm (latent)in|during the <part-of-day>", -6.4792773965649),
("Labor Dayyear (latent)", -6.4792773965649),
("Ugadiyear (latent)", -5.092983035445009),
("Vaisakhiyear (latent)", -5.786130216004954),
-6.481577129276431),
("Great Lentyear (latent)", -6.481577129276431),
("tomorrowat <time-of-day>", -5.788429948716486),
("hhmm (latent)in|during the <part-of-day>",
-6.481577129276431),
("Labor Dayyear (latent)", -6.481577129276431),
("Ugadiyear (latent)", -5.09528276815654),
("Vaisakhiyear (latent)", -5.788429948716486),
("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-5.786130216004954),
("last <cycle> of <time>year (latent)", -5.786130216004954),
("at <time-of-day>tomorrow", -6.073812288456735),
("tomorrow<time-of-day> am|pm", -6.4792773965649),
("President's Dayyear (latent)", -6.4792773965649),
-5.788429948716486),
("last <cycle> of <time>year (latent)", -5.788429948716486),
("at <time-of-day>tomorrow", -6.076112021168266),
("tomorrow<time-of-day> am|pm", -6.481577129276431),
("President's Dayyear (latent)", -6.481577129276431),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-6.4792773965649),
("Diwaliyear (latent)", -6.4792773965649),
("between <time> and <time>on <day>", -6.073812288456735),
("Black Fridayyear (latent)", -6.073812288456735),
-6.481577129276431),
("Diwaliyear (latent)", -6.481577129276431),
("between <time> and <time>on <day>", -6.076112021168266),
("Black Fridayyear (latent)", -6.076112021168266),
("the <ordinal> last <cycle> of <time>year (latent)",
-6.4792773965649),
-6.481577129276431),
("in|during the <part-of-day>at <time-of-day>",
-6.4792773965649),
("Chhathyear (latent)", -6.073812288456735),
("Vasant Panchamiyear (latent)", -6.4792773965649),
("Tax Dayyear (latent)", -5.562986664690745),
("Rabindra Jayantiyear (latent)", -5.226514428069532),
("St Patrick's Dayyear (latent)", -6.4792773965649),
("Thursday<time> (timezone)", -6.4792773965649),
-6.481577129276431),
("Chhathyear (latent)", -6.076112021168266),
("Vasant Panchamiyear (latent)", -6.481577129276431),
("Tax Dayyear (latent)", -5.565286397402276),
("Rabindra Jayantiyear (latent)", -5.228814160781063),
("St Patrick's Dayyear (latent)", -6.481577129276431),
("Thursday<time> (timezone)", -6.481577129276431),
("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-6.4792773965649),
("Pargat Diwasyear (latent)", -5.226514428069532),
("<datetime> - <datetime> (interval)July", -6.073812288456735),
-6.481577129276431),
("Pargat Diwasyear (latent)", -5.228814160781063),
("<datetime> - <datetime> (interval)July", -6.076112021168266),
("on <day><named-month> <day-of-month> (non ordinal)",
-5.786130216004954),
("Februaryintersect", -6.4792773965649),
("Mother's Dayyear (latent)", -6.4792773965649),
("Simchat Torahyear (latent)", -6.4792773965649),
("minuteyear", -6.4792773965649)],
n = 503},
-5.788429948716486),
("Februaryintersect", -6.481577129276431),
("Mother's Dayyear (latent)", -6.481577129276431),
("Simchat Torahyear (latent)", -6.481577129276431),
("minuteyear", -6.481577129276431)],
n = 504},
koData =
ClassData{prior = -1.0352764134962988, unseen = -6.747586526829315,
ClassData{prior = -1.0365576436523476, unseen = -6.748759547491679,
likelihoods =
HashMap.fromList
[("Thursdayhhhmm", -4.5491875512371545),
("hourday", -3.6553696752150584),
[("Thursdayhhhmm", -4.550361949493096),
("hourday", -3.6565440734709997),
("<hour-of-day> <integer><time-of-day> am|pm",
-6.053264948013429),
("<day-of-month> (ordinal)August", -6.053264948013429),
("dayhour", -3.3791162985869003),
("<time> timezoneyear (latent)", -5.360117767453484),
-6.05443934626937),
("<day-of-month> (ordinal)August", -6.05443934626937),
("dayhour", -3.3802906968428417),
("<time> timezoneyear (latent)", -5.3612921657094255),
("<time-of-day> - <time-of-day> (interval)on <day>",
-5.136974216139274),
("Tuesdayfrom|since|after <time>", -5.360117767453484),
("daymonth", -3.3791162985869003),
("monthyear", -4.800501979518061),
("<time-of-day> am|pmyear (latent)", -5.360117767453484),
("Thai Pongalyear (latent)", -5.360117767453484),
("intersecthh:mm", -6.053264948013429),
-5.138148614395216),
("Tuesdayfrom|since|after <time>", -5.3612921657094255),
("daymonth", -3.3802906968428417),
("monthyear", -4.801676377774002),
("<time-of-day> am|pmyear (latent)", -5.3612921657094255),
("Thai Pongalyear (latent)", -5.3612921657094255),
("intersecthh:mm", -6.05443934626937),
("from <datetime> - <datetime> (interval)July",
-5.6477998399052645),
("<day-of-month> (ordinal)Wednesday", -6.053264948013429),
("houryear", -4.666970586893538),
-5.648974238161206),
("<day-of-month> (ordinal)Wednesday", -6.05443934626937),
("houryear", -4.66814498514948),
("from <time-of-day> - <time-of-day> (interval)July",
-6.053264948013429),
("<day-of-month> (ordinal)October", -6.053264948013429),
-6.05443934626937),
("<day-of-month> (ordinal)October", -6.05443934626937),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.360117767453484),
("hournograin", -4.800501979518061),
("<time-of-day> am|pmintersect", -4.800501979518061),
("Octoberyear (latent)", -6.053264948013429),
-5.3612921657094255),
("hournograin", -4.801676377774002),
("<time-of-day> am|pmintersect", -4.801676377774002),
("Octoberyear (latent)", -6.05443934626937),
("time-of-day (latent)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.6477998399052645),
("until <time>on <day>", -5.360117767453484),
("time-of-day (latent)intersect", -5.360117767453484),
("todayin <number> (implicit minutes)", -6.053264948013429),
-5.648974238161206),
("until <time>on <day>", -5.3612921657094255),
("time-of-day (latent)intersect", -5.3612921657094255),
("todayin <number> (implicit minutes)", -6.05443934626937),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.360117767453484),
("about|exactly <time-of-day>year (latent)",
-6.053264948013429),
("hh:mmon <day>", -4.800501979518061),
("hhhmmintersect", -5.6477998399052645),
("absorption of , after named dayJuly", -5.136974216139274),
("from|since|after <time>July", -5.6477998399052645),
-5.3612921657094255),
("about|exactly <time-of-day>year (latent)", -6.05443934626937),
("hh:mmon <day>", -4.801676377774002),
("hhhmmintersect", -5.648974238161206),
("absorption of , after named dayJuly", -5.138148614395216),
("from|since|after <time>July", -5.648974238161206),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-5.136974216139274),
("Clean Mondayyear (latent)", -6.053264948013429),
("monthhour", -6.053264948013429),
-5.138148614395216),
("Clean Mondayyear (latent)", -6.05443934626937),
("monthhour", -6.05443934626937),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.6477998399052645),
("hourmonth", -4.181462771111837),
("todayat <time-of-day>", -6.053264948013429),
("hhhmmyear (latent)", -4.800501979518061),
("from|since|after <time>December", -6.053264948013429),
-5.648974238161206),
("hourmonth", -4.182637169367779),
("todayat <time-of-day>", -6.05443934626937),
("hhhmmyear (latent)", -4.801676377774002),
("from|since|after <time>December", -6.05443934626937),
("from|since|after <time><time-of-day> am|pm",
-6.053264948013429),
("<time-of-day> am|pmon <day>", -4.800501979518061),
("Mondayyear (latent)", -4.954652659345319),
("dayday", -4.666970586893538),
("mm/ddat <time-of-day>", -5.6477998399052645),
("on <day>September", -5.360117767453484),
("time-of-day (latent)September", -5.6477998399052645),
("hourhour", -5.6477998399052645),
("time-of-day (latent)on <day>", -4.5491875512371545),
-6.05443934626937),
("<time-of-day> am|pmon <day>", -4.801676377774002),
("Mondayyear (latent)", -4.955827057601261),
("dayday", -4.66814498514948),
("mm/ddat <time-of-day>", -5.648974238161206),
("on <day>September", -5.3612921657094255),
("time-of-day (latent)September", -5.648974238161206),
("hourhour", -5.648974238161206),
("time-of-day (latent)on <day>", -4.550361949493096),
("time-of-day (latent)<cycle> after|before <time>",
-5.6477998399052645),
("dayyear", -3.0575326744594378),
("Thursdaymm/dd", -6.053264948013429),
("New Year's Dayyear (latent)", -5.136974216139274),
("time-of-day (latent)Sunday", -5.6477998399052645),
("Thursdayfrom|since|after <time>", -4.348516855775004),
("Thursdayat <time-of-day>", -4.443827035579329),
-5.648974238161206),
("dayyear", -3.0587070727153796),
("Thursdaymm/dd", -6.05443934626937),
("New Year's Dayyear (latent)", -5.138148614395216),
("time-of-day (latent)Sunday", -5.648974238161206),
("Thursdayfrom|since|after <time>", -4.349691254030945),
("Thursdayat <time-of-day>", -4.44500143383527),
("<integer> to|till|before <hour-of-day>September",
-6.053264948013429),
("Aprilyear (latent)", -6.053264948013429),
("the <day-of-month> (ordinal)July", -6.053264948013429),
("the <day-of-month> (number)July", -6.053264948013429),
("monthminute", -6.053264948013429),
("<time-of-day> am|pmtomorrow", -6.053264948013429),
("Thursdayhh:mm", -5.136974216139274),
("<day-of-month> (ordinal)Tuesday", -5.6477998399052645),
("minutemonth", -3.9131987845171583),
("time-of-day (latent)Friday", -5.6477998399052645),
("minutehour", -6.053264948013429),
("Augustyear (latent)", -5.6477998399052645),
("week-endin|during <named-month>|year", -6.053264948013429),
("time-of-day (latent)Tuesday", -5.6477998399052645),
-6.05443934626937),
("Aprilyear (latent)", -6.05443934626937),
("the <day-of-month> (ordinal)July", -6.05443934626937),
("the <day-of-month> (number)July", -6.05443934626937),
("monthminute", -6.05443934626937),
("<time-of-day> am|pmtomorrow", -6.05443934626937),
("Thursdayhh:mm", -5.138148614395216),
("<day-of-month> (ordinal)Tuesday", -5.648974238161206),
("minutemonth", -3.9143731827730996),
("time-of-day (latent)Friday", -5.648974238161206),
("minutehour", -6.05443934626937),
("Augustyear (latent)", -5.648974238161206),
("week-endin|during <named-month>|year", -6.05443934626937),
("time-of-day (latent)Tuesday", -5.648974238161206),
("mm/dd<time-of-day> - <time-of-day> (interval)",
-5.6477998399052645),
-5.648974238161206),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-6.053264948013429),
("Sundayyear (latent)", -5.136974216139274),
("Christmasat <time-of-day>", -6.053264948013429),
("from|since|after <time>year (latent)", -4.954652659345319),
("hhhmmon <day>", -5.136974216139274),
("yesterday<time-of-day> am|pm", -6.053264948013429),
("<day-of-month> (ordinal)July", -5.360117767453484),
-6.05443934626937),
("Sundayyear (latent)", -5.138148614395216),
("Christmasat <time-of-day>", -6.05443934626937),
("from|since|after <time>year (latent)", -4.955827057601261),
("hhhmmon <day>", -5.138148614395216),
("yesterday<time-of-day> am|pm", -6.05443934626937),
("<day-of-month> (ordinal)July", -5.3612921657094255),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-6.053264948013429),
("mm/ddyear (latent)", -6.053264948013429),
-6.05443934626937),
("mm/ddyear (latent)", -6.05443934626937),
("Thursday<time-of-day> - <time-of-day> (interval)",
-6.053264948013429),
-6.05443934626937),
("in|during <named-month>|yearyear (latent)",
-6.053264948013429),
("at <time-of-day>intersect", -5.136974216139274),
("hh:mmyear (latent)", -4.666970586893538),
("Holiyear (latent)", -6.053264948013429),
("until <time><time-of-day> am|pm", -6.053264948013429),
-6.05443934626937),
("at <time-of-day>intersect", -5.138148614395216),
("hh:mmyear (latent)", -4.66814498514948),
("Holiyear (latent)", -6.05443934626937),
("until <time><time-of-day> am|pm", -6.05443934626937),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.6477998399052645),
("dayminute", -3.1910640670839605),
("yyyy-mm-ddhh:mm", -5.6477998399052645),
("intersectfrom|since|after <time>", -5.6477998399052645),
("intersectSeptember", -4.181462771111837),
("minuteday", -2.8962645268633156),
("absorption of , after named dayintersect",
-6.053264948013429),
("intersectyear (latent)", -6.053264948013429),
("Februaryin|during the <part-of-day>", -6.053264948013429),
-5.648974238161206),
("dayminute", -3.192238465339902),
("yyyy-mm-ddhh:mm", -5.648974238161206),
("intersectfrom|since|after <time>", -5.648974238161206),
("intersectSeptember", -4.182637169367779),
("minuteday", -2.8974389251192574),
("absorption of , after named dayintersect", -6.05443934626937),
("intersectyear (latent)", -6.05443934626937),
("Februaryin|during the <part-of-day>", -6.05443934626937),
("<duration> after|before|from|past <time>December",
-6.053264948013429),
("time-of-day (latent)July", -5.360117767453484),
("Saturdayyear (latent)", -6.053264948013429),
-6.05443934626937),
("time-of-day (latent)July", -5.3612921657094255),
("Saturdayyear (latent)", -6.05443934626937),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-6.053264948013429),
("at <time-of-day>on <day>", -5.136974216139274),
-6.05443934626937),
("at <time-of-day>on <day>", -5.138148614395216),
("absorption of , after named daySeptember",
-4.800501979518061),
("Naraka Chaturdashiyear (latent)", -6.053264948013429),
("from|since|after <time>on <day>", -5.136974216139274),
("dayweek", -6.053264948013429),
("Easter Sundayyear (latent)", -5.6477998399052645),
("Thursday<time-of-day> am|pm", -4.800501979518061),
("weekyear", -5.6477998399052645),
("time-of-day (latent)Thursday", -5.6477998399052645),
-4.801676377774002),
("Naraka Chaturdashiyear (latent)", -6.05443934626937),
("from|since|after <time>on <day>", -5.138148614395216),
("dayweek", -6.05443934626937),
("Easter Sundayyear (latent)", -5.648974238161206),
("Thursday<time-of-day> am|pm", -4.801676377774002),
("weekyear", -5.648974238161206),
("time-of-day (latent)Thursday", -5.648974238161206),
("<named-month> <day-of-month> (non ordinal)until <time>",
-6.053264948013429),
("<day-of-month> (ordinal)April", -6.053264948013429),
-6.05443934626937),
("<day-of-month> (ordinal)April", -6.05443934626937),
("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-5.6477998399052645),
-5.648974238161206),
("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-5.360117767453484),
("Sundayfrom|since|after <time>", -6.053264948013429),
("absorption of , after named dayFebruary", -5.136974216139274),
-5.3612921657094255),
("Sundayfrom|since|after <time>", -6.05443934626937),
("absorption of , after named dayFebruary", -5.138148614395216),
("time-of-day (latent)in|during the <part-of-day>",
-5.6477998399052645),
-5.648974238161206),
("July<integer> to|till|before <hour-of-day>",
-6.053264948013429),
("tomorrowat <time-of-day>", -6.053264948013429),
("daynograin", -5.6477998399052645),
-6.05443934626937),
("tomorrowat <time-of-day>", -6.05443934626937),
("daynograin", -5.648974238161206),
("<integer> to|till|before <hour-of-day>July",
-5.6477998399052645),
("last <cycle> of <time>year (latent)", -5.6477998399052645),
("tomorrow<time-of-day> am|pm", -6.053264948013429),
-5.648974238161206),
("last <cycle> of <time>year (latent)", -5.648974238161206),
("tomorrow<time-of-day> am|pm", -6.05443934626937),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-5.360117767453484),
("Diwaliyear (latent)", -5.6477998399052645),
-5.3612921657094255),
("Diwaliyear (latent)", -5.648974238161206),
("<time-of-day> - <time-of-day> (interval)July",
-6.053264948013429),
("Fridayyear (latent)", -5.6477998399052645),
("time-of-day (latent)April", -6.053264948013429),
("minuteyear", -3.8560403706772095)],
-6.05443934626937),
("Fridayyear (latent)", -5.648974238161206),
("time-of-day (latent)April", -6.05443934626937),
("minuteyear", -3.857214768933151)],
n = 277}}),
("one eleven",
Classifier{okData =
@ -1608,16 +1619,15 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -0.13152134169649837,
unseen = -5.537334267018537,
ClassData{prior = -0.13102826240640414,
unseen = -5.541263545158426,
likelihoods =
HashMap.fromList
[("integer (numeric)", -2.4001152099543014e-2),
("intersect 2 numbers", -4.1470951276076295)],
n = 249},
[("integer (numeric)", -2.3905520853554366e-2),
("intersect 2 numbers", -4.151039905898646)],
n = 250},
koData =
ClassData{prior = -2.0936261766717923,
unseen = -3.6888794541139363,
ClassData{prior = -2.097141118779237, unseen = -3.6888794541139363,
likelihoods =
HashMap.fromList
[("integer (numeric)", -1.5841201044498106),

View File

@ -83,10 +83,10 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.5956221604260675, unseen = -6.118097198041348,
likelihoods = HashMap.fromList [("", 0.0)], n = 452},
ClassData{prior = -0.5946309839693943, unseen = -6.12029741895095,
likelihoods = HashMap.fromList [("", 0.0)], n = 453},
koData =
ClassData{prior = -0.8012214020893679, unseen = -5.91350300563827,
ClassData{prior = -0.8024401712834973, unseen = -5.91350300563827,
likelihoods = HashMap.fromList [("", 0.0)], n = 368}}),
("<year> (bc|ad)",
Classifier{okData =
@ -776,6 +776,13 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Ganesh Chaturthi",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("July",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.5553480614894135,
@ -867,433 +874,437 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.4578758771196149,
unseen = -7.1204443723924875,
ClassData{prior = -0.45710701675756865,
unseen = -7.122866658599083,
likelihoods =
HashMap.fromList
[("Navaratriyear (latent)", -6.42648845745769),
("Karva Chauthyear (latent)", -6.42648845745769),
[("Navaratriyear (latent)", -6.428912701069197),
("Karva Chauthyear (latent)", -6.428912701069197),
("<day-of-month> (ordinal)in|during the <part-of-day>",
-6.42648845745769),
("Maha Shivaratriyear (latent)", -6.42648845745769),
("Ramadanyear (latent)", -5.173725488962322),
-6.428912701069197),
("Maha Shivaratriyear (latent)", -6.428912701069197),
("Ramadanyear (latent)", -5.176149732573829),
("<datetime> - <datetime> (interval)on <day>",
-5.0401940963378005),
("Bhai Doojyear (latent)", -6.42648845745769),
("hourday", -4.411585436915426),
("dayhour", -3.4820494782912506),
-5.042618339949307),
("Bhai Doojyear (latent)", -6.428912701069197),
("hourday", -4.414009680526933),
("dayhour", -3.4844737219027566),
("<time-of-day> - <time-of-day> (interval)on <day>",
-5.0401940963378005),
("Martin Luther King's Dayyear (latent)", -6.021023349349527),
("Shemini Atzeretyear (latent)", -6.42648845745769),
("daymonth", -4.28642229396142),
("monthday", -6.021023349349527),
("monthyear", -4.5546862805560995),
("Yom Ha'atzmautyear (latent)", -6.42648845745769),
("Vijayadashamiyear (latent)", -6.42648845745769),
("Thanksgiving Dayyear (latent)", -5.327876168789581),
("Thai Pongalyear (latent)", -5.733341276897745),
("Thiru Onamyear (latent)", -5.733341276897745),
("hhhmmabsorption of , after named day", -6.42648845745769),
("Tuesdaythe <day-of-month> (ordinal)", -6.42648845745769),
-5.042618339949307),
("Martin Luther King's Dayyear (latent)", -6.023447592961032),
("Shemini Atzeretyear (latent)", -6.428912701069197),
("daymonth", -4.288846537572926),
("monthday", -6.023447592961032),
("monthyear", -4.557110524167606),
("Yom Ha'atzmautyear (latent)", -6.428912701069197),
("Vijayadashamiyear (latent)", -6.428912701069197),
("Thanksgiving Dayyear (latent)", -5.330300412401088),
("Thai Pongalyear (latent)", -5.7357655205092515),
("Thiru Onamyear (latent)", -5.7357655205092515),
("hhhmmabsorption of , after named day", -6.428912701069197),
("Tuesdaythe <day-of-month> (ordinal)", -6.428912701069197),
("from <datetime> - <datetime> (interval)July",
-5.510197725583536),
("<day-of-month> (ordinal)Wednesday", -6.42648845745769),
("Krishna Janmashtamiyear (latent)", -6.021023349349527),
("Guru Gobind Singh Jayantiyear (latent)", -6.42648845745769),
("houryear", -5.510197725583536),
-5.512621969195042),
("<day-of-month> (ordinal)Wednesday", -6.428912701069197),
("Krishna Janmashtamiyear (latent)", -6.023447592961032),
("Guru Gobind Singh Jayantiyear (latent)", -6.428912701069197),
("houryear", -5.512621969195042),
("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-6.42648845745769),
("Christmas<time-of-day> am|pm", -6.42648845745769),
("<day-of-month> (ordinal)October", -6.42648845745769),
-6.428912701069197),
("Christmas<time-of-day> am|pm", -6.428912701069197),
("<day-of-month> (ordinal)October", -6.428912701069197),
("last <day-of-week> of <time>year (latent)",
-6.42648845745769),
-6.428912701069197),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.733341276897745),
("intersectin|during <named-month>|year", -6.42648845745769),
("<time-of-day> am|pmintersect", -5.173725488962322),
("Earth Houryear (latent)", -6.42648845745769),
("Octoberyear (latent)", -4.817050545023591),
("intersect<time-of-day> am|pm", -6.42648845745769),
("Mattu Pongalyear (latent)", -6.42648845745769),
("Shavuotyear (latent)", -6.42648845745769),
("Parsi New Yearyear (latent)", -5.510197725583536),
-5.7357655205092515),
("intersectin|during <named-month>|year", -6.428912701069197),
("<time-of-day> am|pmintersect", -5.176149732573829),
("Earth Houryear (latent)", -6.428912701069197),
("Ganesh Chaturthiyear (latent)", -6.428912701069197),
("Octoberyear (latent)", -4.819474788635097),
("intersect<time-of-day> am|pm", -6.428912701069197),
("Mattu Pongalyear (latent)", -6.428912701069197),
("Shavuotyear (latent)", -6.428912701069197),
("Parsi New Yearyear (latent)", -5.512621969195042),
("at <time-of-day>in|within|after <duration>",
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("Thursdayhh(:mm) - <time-of-day> am|pm", -6.42648845745769),
("todayin|within|after <duration>", -6.42648845745769),
-6.428912701069197),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.428912701069197),
("todayin|within|after <duration>", -6.428912701069197),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
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("Marchyear (latent)", -6.42648845745769),
-6.023447592961032),
("Marchyear (latent)", -6.428912701069197),
("intersect by \",\", \"of\", \"from\", \"'s\"hhhmm",
-6.021023349349527),
("Sukkotyear (latent)", -6.021023349349527),
("hhhmmintersect", -6.021023349349527),
-6.023447592961032),
("Sukkotyear (latent)", -6.023447592961032),
("hhhmmintersect", -6.023447592961032),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-6.021023349349527),
("Clean Mondayyear (latent)", -6.021023349349527),
("monthhour", -6.021023349349527),
-6.023447592961032),
("Clean Mondayyear (latent)", -6.023447592961032),
("monthhour", -6.023447592961032),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.733341276897745),
("todayat <time-of-day>", -6.42648845745769),
("Thursday<time> timezone", -4.028593184659321),
("time-of-day (latent)tonight", -6.021023349349527),
("from|since|after <time>December", -6.42648845745769),
("<time-of-day> am|pmon <day>", -4.411585436915426),
("this <time>hh(:mm) - <time-of-day> am|pm", -6.42648845745769),
("yyyy-mm-ddhh:mm:ss", -6.021023349349527),
("dayday", -3.7184382563554808),
("<time> <part-of-day>at <time-of-day>", -6.42648845745769),
("mm/ddat <time-of-day>", -5.733341276897745),
("tonightat <time-of-day>", -6.42648845745769),
-5.7357655205092515),
("todayat <time-of-day>", -6.428912701069197),
("Thursday<time> timezone", -4.031017428270826),
("time-of-day (latent)tonight", -6.023447592961032),
("from|since|after <time>December", -6.428912701069197),
("<time-of-day> am|pmon <day>", -4.414009680526933),
("this <time>hh(:mm) - <time-of-day> am|pm",
-6.428912701069197),
("yyyy-mm-ddhh:mm:ss", -6.023447592961032),
("dayday", -3.7208624999669873),
("<time> <part-of-day>at <time-of-day>", -6.428912701069197),
("mm/ddat <time-of-day>", -5.7357655205092515),
("tonightat <time-of-day>", -6.428912701069197),
("<time-of-day> am|pmabsorption of , after named day",
-5.733341276897745),
("Dayananda Saraswati Jayantiyear (latent)", -6.42648845745769),
("today<time-of-day> am|pm", -6.42648845745769),
("Februarythe <day-of-month> (ordinal)", -6.021023349349527),
("at <time-of-day><time> <part-of-day>", -6.42648845745769),
("<day-of-month> (ordinal)intersect", -5.733341276897745),
("mm/dd<time-of-day> am|pm", -6.42648845745769),
("hourhour", -4.347046915777855),
("Mahavir Jayantiyear (latent)", -6.021023349349527),
("Navaratriin|during <named-month>|year", -6.42648845745769),
("Wednesdaythis|last|next <cycle>", -6.42648845745769),
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-5.7357655205092515),
("Dayananda Saraswati Jayantiyear (latent)",
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("today<time-of-day> am|pm", -6.428912701069197),
("Februarythe <day-of-month> (ordinal)", -6.023447592961032),
("at <time-of-day><time> <part-of-day>", -6.428912701069197),
("<day-of-month> (ordinal)intersect", -5.7357655205092515),
("mm/dd<time-of-day> am|pm", -6.428912701069197),
("hourhour", -4.349471159389362),
("Mahavir Jayantiyear (latent)", -6.023447592961032),
("Navaratriin|during <named-month>|year", -6.428912701069197),
("Wednesdaythis|last|next <cycle>", -6.428912701069197),
("Lentyear (latent)", -6.428912701069197),
("intersect<named-month> <day-of-month> (non ordinal)",
-4.5546862805560995),
("Boghiyear (latent)", -6.42648845745769),
("dayyear", -1.8673622099710063),
("Karva Chauthin|during <named-month>|year", -6.42648845745769),
("Thursdayfrom|since|after <time>", -6.021023349349527),
-4.557110524167606),
("Boghiyear (latent)", -6.428912701069197),
("dayyear", -1.8645645096013608),
("Karva Chauthin|during <named-month>|year",
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("Thursdayfrom|since|after <time>", -6.023447592961032),
("<time-of-day> o'clockin|during the <part-of-day>",
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("Thursdayat <time-of-day>", -5.733341276897745),
("Islamic New Yearyear (latent)", -6.021023349349527),
("Laylat al-Qadryear (latent)", -5.510197725583536),
("Shrove Tuesdayyear (latent)", -6.42648845745769),
-6.428912701069197),
("Thursdayat <time-of-day>", -5.7357655205092515),
("Islamic New Yearyear (latent)", -6.023447592961032),
("Laylat al-Qadryear (latent)", -5.512621969195042),
("Shrove Tuesdayyear (latent)", -6.428912701069197),
("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-5.733341276897745),
("<time-of-day> am|pmtomorrow", -5.733341276897745),
("Yom Kippuryear (latent)", -6.42648845745769),
("<day-of-month> (ordinal)Tuesday", -6.021023349349527),
("<part-of-day> of <time>year (latent)", -6.42648845745769),
("minutehour", -5.173725488962322),
("Kaanum Pongalyear (latent)", -6.021023349349527),
("Maha Saptamiyear (latent)", -6.42648845745769),
-5.7357655205092515),
("<time-of-day> am|pmtomorrow", -5.7357655205092515),
("Yom Kippuryear (latent)", -6.428912701069197),
("<day-of-month> (ordinal)Tuesday", -6.023447592961032),
("<part-of-day> of <time>year (latent)", -6.428912701069197),
("minutehour", -5.176149732573829),
("Kaanum Pongalyear (latent)", -6.023447592961032),
("Maha Saptamiyear (latent)", -6.428912701069197),
("at <time-of-day>in|during the <part-of-day>",
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("time-of-day (latent)tomorrow", -5.510197725583536),
("part of daysat <time-of-day>", -6.021023349349527),
-6.023447592961032),
("time-of-day (latent)tomorrow", -5.512621969195042),
("part of daysat <time-of-day>", -6.023447592961032),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
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("for <duration> from <time>December", -6.42648845745769),
("tomorrow<time-of-day> sharp|exactly", -6.42648845745769),
-4.414009680526933),
("for <duration> from <time>December", -6.428912701069197),
("tomorrow<time-of-day> sharp|exactly", -6.428912701069197),
("Thursdayfrom <datetime> - <datetime> (interval)",
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-5.176149732573829),
("intersect by \",\", \"of\", \"from\" for yearhhhmm",
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("time-of-day (latent)this <part-of-day>", -6.42648845745769),
("Pentecostyear (latent)", -6.42648845745769),
-5.176149732573829),
("time-of-day (latent)this <part-of-day>", -6.428912701069197),
("Pentecostyear (latent)", -6.428912701069197),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
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("<day-of-month> (ordinal)February", -6.42648845745769),
("Eid al-Fitryear (latent)", -5.0401940963378005),
-5.176149732573829),
("<day-of-month> (ordinal)February", -6.428912701069197),
("Eid al-Fitryear (latent)", -5.042618339949307),
("Vasant Panchamiin|during <named-month>|year",
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("Mondayin|during the <part-of-day>", -6.42648845745769),
("Chhathin|during <named-month>|year", -6.42648845745769),
("Diwaliin|during <named-month>|year", -6.42648845745769),
("Vaisakhiin|during <named-month>|year", -6.42648845745769),
("Guru Ravidass Jayantiyear (latent)", -5.173725488962322),
("Raksha Bandhanyear (latent)", -6.42648845745769),
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-6.428912701069197),
("Mondayin|during the <part-of-day>", -6.428912701069197),
("Chhathin|during <named-month>|year", -6.428912701069197),
("Diwaliin|during <named-month>|year", -6.428912701069197),
("Vaisakhiin|during <named-month>|year", -6.428912701069197),
("Guru Ravidass Jayantiyear (latent)", -5.176149732573829),
("Raksha Bandhanyear (latent)", -6.428912701069197),
("daysecond", -6.023447592961032),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-6.021023349349527),
("Ratha-Yatrayear (latent)", -6.42648845745769),
("Ashurayear (latent)", -6.42648845745769),
("Tuesdayin|during <named-month>|year", -6.42648845745769),
("Chinese New Yearyear (latent)", -6.42648845745769),
("tomorrowintersect", -6.42648845745769),
("Lag BaOmeryear (latent)", -6.42648845745769),
-6.023447592961032),
("Ratha-Yatrayear (latent)", -6.428912701069197),
("Ashurayear (latent)", -6.428912701069197),
("Tuesdayin|during <named-month>|year", -6.428912701069197),
("Chinese New Yearyear (latent)", -6.428912701069197),
("tomorrowintersect", -6.428912701069197),
("Lag BaOmeryear (latent)", -6.428912701069197),
("last weekend of <named-month>year (latent)",
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("Eid al-Adhayear (latent)", -4.28642229396142),
("intersectin|during the <part-of-day>", -6.42648845745769),
("Palm Sundayyear (latent)", -6.42648845745769),
("Christmasat <time-of-day>", -6.42648845745769),
("Passoveryear (latent)", -6.42648845745769),
("Lazarus Saturdayyear (latent)", -6.42648845745769),
-6.428912701069197),
("Eid al-Adhayear (latent)", -4.288846537572926),
("intersectin|during the <part-of-day>", -6.428912701069197),
("Palm Sundayyear (latent)", -6.428912701069197),
("Christmasat <time-of-day>", -6.428912701069197),
("Passoveryear (latent)", -6.428912701069197),
("Lazarus Saturdayyear (latent)", -6.428912701069197),
("<day-of-month> (ordinal or number) <named-month>year (latent)",
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("hhhmmon <day>", -5.510197725583536),
("Yom HaShoahyear (latent)", -6.021023349349527),
-6.023447592961032),
("hhhmmon <day>", -5.512621969195042),
("Yom HaShoahyear (latent)", -6.023447592961032),
("Thursday<datetime> - <datetime> (interval)",
-6.021023349349527),
-6.023447592961032),
("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
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("Septemberyear (latent)", -6.021023349349527),
-6.428912701069197),
("Septemberyear (latent)", -6.023447592961032),
("Thursday<time-of-day> - <time-of-day> (interval)",
-4.922411060681417),
("Halloweenyear (latent)", -6.42648845745769),
-4.924835304292923),
("Halloweenyear (latent)", -6.428912701069197),
("<ordinal> last <cycle> of <time>year (latent)",
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-6.023447592961032),
("from <time-of-day> - <time-of-day> (interval)on <day>",
-5.733341276897745),
-5.7357655205092515),
("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
-6.42648845745769),
("at <time-of-day>intersect", -5.510197725583536),
("Rosh Hashanahyear (latent)", -5.733341276897745),
("Dhanterasyear (latent)", -6.42648845745769),
("Tu BiShvatyear (latent)", -6.42648845745769),
("<day-of-month> (ordinal)December", -5.733341276897745),
("Holiyear (latent)", -5.733341276897745),
-6.428912701069197),
("at <time-of-day>intersect", -5.512621969195042),
("Rosh Hashanahyear (latent)", -5.7357655205092515),
("Dhanterasyear (latent)", -6.428912701069197),
("Tu BiShvatyear (latent)", -6.428912701069197),
("<day-of-month> (ordinal)December", -5.7357655205092515),
("Holiyear (latent)", -5.7357655205092515),
("<time-of-day> - <time-of-day> (interval)tomorrow",
-6.42648845745769),
("Holika Dahanyear (latent)", -5.733341276897745),
-6.428912701069197),
("Holika Dahanyear (latent)", -5.7357655205092515),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-6.021023349349527),
("dayminute", -3.0420981941119165),
("Mawlidyear (latent)", -6.42648845745769),
-6.023447592961032),
("dayminute", -3.044522437723423),
("Mawlidyear (latent)", -6.428912701069197),
("from <datetime> - <datetime> (interval)on <day>",
-6.021023349349527),
-6.023447592961032),
("<datetime> - <datetime> (interval)tomorrow",
-6.42648845745769),
("Jumu'atul-Widayear (latent)", -5.510197725583536),
("minuteday", -2.6888188391743224),
-6.428912701069197),
("Jumu'atul-Widayear (latent)", -5.512621969195042),
("minuteday", -2.691243082785829),
("absorption of , after named dayintersect",
-5.733341276897745),
("intersectyear (latent)", -6.021023349349527),
("Orthodox Easter Sundayyear (latent)", -6.42648845745769),
-5.7357655205092515),
("intersectyear (latent)", -6.023447592961032),
("Orthodox Easter Sundayyear (latent)", -6.428912701069197),
("time-of-day (latent)in|within|after <duration>",
-6.42648845745769),
("<ordinal> <cycle> of <time>year (latent)", -6.42648845745769),
("intersecthhhmm", -6.021023349349527),
-6.428912701069197),
("<ordinal> <cycle> of <time>year (latent)",
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("intersecthhhmm", -6.023447592961032),
("the <day-of-month> (ordinal)in|during the <part-of-day>",
-6.42648845745769),
("Boss's Dayyear (latent)", -6.021023349349527),
-6.428912701069197),
("Boss's Dayyear (latent)", -6.023447592961032),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-6.42648845745769),
("Global Youth Service Dayyear (latent)", -6.42648845745769),
("Dhanterasin|during <named-month>|year", -6.42648845745769),
("Tisha B'Avyear (latent)", -6.42648845745769),
("Isra and Mi'rajyear (latent)", -5.510197725583536),
("at <time-of-day>on <day>", -4.817050545023591),
-6.428912701069197),
("Global Youth Service Dayyear (latent)", -6.428912701069197),
("Dhanterasin|during <named-month>|year", -6.428912701069197),
("Tisha B'Avyear (latent)", -6.428912701069197),
("Isra and Mi'rajyear (latent)", -5.512621969195042),
("at <time-of-day>on <day>", -4.819474788635097),
("at <time-of-day>absorption of , after named day",
-6.021023349349527),
-6.023447592961032),
("time-of-day (latent)<time> <part-of-day>",
-5.733341276897745),
("Christmasyear (latent)", -6.021023349349527),
("Naraka Chaturdashiyear (latent)", -6.021023349349527),
("Thai Pongalin|during <named-month>|year", -6.42648845745769),
("dayweek", -6.42648845745769),
("Easter Sundayyear (latent)", -5.733341276897745),
-5.7357655205092515),
("Christmasyear (latent)", -6.023447592961032),
("Naraka Chaturdashiyear (latent)", -6.023447592961032),
("Thai Pongalin|during <named-month>|year", -6.428912701069197),
("dayweek", -6.428912701069197),
("Easter Sundayyear (latent)", -5.7357655205092515),
("between <time-of-day> and <time-of-day> (interval)on <day>",
-6.021023349349527),
("weekyear", -5.327876168789581),
("King's Dayyear (latent)", -4.922411060681417),
("hh:mmin|during the <part-of-day>", -5.510197725583536),
-6.023447592961032),
("weekyear", -5.330300412401088),
("King's Dayyear (latent)", -4.924835304292923),
("hh:mmin|during the <part-of-day>", -5.512621969195042),
("<cycle> after|before <time><time-of-day> am|pm",
-6.021023349349527),
("Hanukkahyear (latent)", -5.733341276897745),
("February<time> <part-of-day>", -6.42648845745769),
-6.023447592961032),
("Hanukkahyear (latent)", -5.7357655205092515),
("February<time> <part-of-day>", -6.428912701069197),
("time-of-day (latent)in|during the <part-of-day>",
-6.42648845745769),
("Great Lentyear (latent)", -6.42648845745769),
("tomorrowat <time-of-day>", -5.733341276897745),
("hhmm (latent)in|during the <part-of-day>", -6.42648845745769),
("Ugadiyear (latent)", -5.0401940963378005),
("Vaisakhiyear (latent)", -5.733341276897745),
-6.428912701069197),
("Great Lentyear (latent)", -6.428912701069197),
("tomorrowat <time-of-day>", -5.7357655205092515),
("hhmm (latent)in|during the <part-of-day>",
-6.428912701069197),
("Ugadiyear (latent)", -5.042618339949307),
("Vaisakhiyear (latent)", -5.7357655205092515),
("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-5.733341276897745),
("last <cycle> of <time>year (latent)", -5.733341276897745),
("at <time-of-day>tomorrow", -6.021023349349527),
("tomorrow<time-of-day> am|pm", -6.42648845745769),
-5.7357655205092515),
("last <cycle> of <time>year (latent)", -5.7357655205092515),
("at <time-of-day>tomorrow", -6.023447592961032),
("tomorrow<time-of-day> am|pm", -6.428912701069197),
("<named-month> <day-of-month> (non ordinal)year (latent)",
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("Diwaliyear (latent)", -6.42648845745769),
("between <time> and <time>on <day>", -6.021023349349527),
("Black Fridayyear (latent)", -6.021023349349527),
-6.428912701069197),
("Diwaliyear (latent)", -6.428912701069197),
("between <time> and <time>on <day>", -6.023447592961032),
("Black Fridayyear (latent)", -6.023447592961032),
("the <ordinal> last <cycle> of <time>year (latent)",
-6.42648845745769),
-6.428912701069197),
("in|during the <part-of-day>at <time-of-day>",
-6.42648845745769),
("Chhathyear (latent)", -6.021023349349527),
("Vasant Panchamiyear (latent)", -6.42648845745769),
("Rabindra Jayantiyear (latent)", -5.173725488962322),
("St Patrick's Dayyear (latent)", -6.42648845745769),
("Thursday<time> (timezone)", -6.42648845745769),
-6.428912701069197),
("Chhathyear (latent)", -6.023447592961032),
("Vasant Panchamiyear (latent)", -6.428912701069197),
("Rabindra Jayantiyear (latent)", -5.176149732573829),
("St Patrick's Dayyear (latent)", -6.428912701069197),
("Thursday<time> (timezone)", -6.428912701069197),
("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-6.42648845745769),
("Pargat Diwasyear (latent)", -5.173725488962322),
("<datetime> - <datetime> (interval)July", -6.021023349349527),
-6.428912701069197),
("Pargat Diwasyear (latent)", -5.176149732573829),
("<datetime> - <datetime> (interval)July", -6.023447592961032),
("on <day><named-month> <day-of-month> (non ordinal)",
-5.733341276897745),
("Februaryintersect", -6.42648845745769),
("Simchat Torahyear (latent)", -6.42648845745769),
("minuteyear", -6.42648845745769)],
n = 477},
-5.7357655205092515),
("Februaryintersect", -6.428912701069197),
("Simchat Torahyear (latent)", -6.428912701069197),
("minuteyear", -6.428912701069197)],
n = 478},
koData =
ClassData{prior = -1.0013748618206175, unseen = -6.729824070489475,
ClassData{prior = -1.0027002430616863, unseen = -6.731018100482083,
likelihoods =
HashMap.fromList
[("Thursdayhhhmm", -4.531404035748483),
("hourday", -3.6375861597263857),
[("Thursdayhhhmm", -4.532599493153256),
("hourday", -3.6387816171311593),
("<hour-of-day> <integer><time-of-day> am|pm",
-6.035481432524756),
("<day-of-month> (ordinal)August", -6.035481432524756),
("dayhour", -3.2946414085995555),
("<time> timezoneyear (latent)", -5.342334251964811),
-6.03667688992953),
("<day-of-month> (ordinal)August", -6.03667688992953),
("dayhour", -3.295836866004329),
("<time> timezoneyear (latent)", -5.343529709369585),
("<time-of-day> - <time-of-day> (interval)on <day>",
-5.119190700650601),
("Tuesdayfrom|since|after <time>", -5.342334251964811),
("daymonth", -3.3613327830982276),
("monthyear", -4.782718464029388),
("<time-of-day> am|pmyear (latent)", -5.342334251964811),
("Thai Pongalyear (latent)", -5.342334251964811),
("intersecthh:mm", -6.035481432524756),
-5.120386158055375),
("Tuesdayfrom|since|after <time>", -5.343529709369585),
("daymonth", -3.3625282405030013),
("monthyear", -4.783913921434162),
("<time-of-day> am|pmyear (latent)", -5.343529709369585),
("Thai Pongalyear (latent)", -5.343529709369585),
("intersecthh:mm", -6.03667688992953),
("from <datetime> - <datetime> (interval)July",
-5.630016324416592),
("<day-of-month> (ordinal)Wednesday", -6.035481432524756),
("houryear", -4.6491870714048655),
-5.631211781821365),
("<day-of-month> (ordinal)Wednesday", -6.03667688992953),
("houryear", -4.650382528809639),
("from <time-of-day> - <time-of-day> (interval)July",
-6.035481432524756),
("<day-of-month> (ordinal)October", -6.035481432524756),
-6.03667688992953),
("<day-of-month> (ordinal)October", -6.03667688992953),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.342334251964811),
("hournograin", -4.782718464029388),
("<time-of-day> am|pmintersect", -4.782718464029388),
("Octoberyear (latent)", -6.035481432524756),
-5.343529709369585),
("hournograin", -4.783913921434162),
("<time-of-day> am|pmintersect", -4.783913921434162),
("Octoberyear (latent)", -6.03667688992953),
("time-of-day (latent)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.630016324416592),
("until <time>on <day>", -5.342334251964811),
("time-of-day (latent)intersect", -5.342334251964811),
("todayin <number> (implicit minutes)", -6.035481432524756),
-5.631211781821365),
("until <time>on <day>", -5.343529709369585),
("time-of-day (latent)intersect", -5.343529709369585),
("todayin <number> (implicit minutes)", -6.03667688992953),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.342334251964811),
("about|exactly <time-of-day>year (latent)",
-6.035481432524756),
("hh:mmon <day>", -4.782718464029388),
("hhhmmintersect", -5.630016324416592),
("absorption of , after named dayJuly", -5.119190700650601),
("from|since|after <time>July", -5.630016324416592),
-5.343529709369585),
("about|exactly <time-of-day>year (latent)", -6.03667688992953),
("hh:mmon <day>", -4.783913921434162),
("hhhmmintersect", -5.631211781821365),
("absorption of , after named dayJuly", -5.120386158055375),
("from|since|after <time>July", -5.631211781821365),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-5.119190700650601),
("Clean Mondayyear (latent)", -6.035481432524756),
("monthhour", -6.035481432524756),
-5.120386158055375),
("Clean Mondayyear (latent)", -6.03667688992953),
("monthhour", -6.03667688992953),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.630016324416592),
("hourmonth", -4.1636792556231645),
("todayat <time-of-day>", -6.035481432524756),
("hhhmmyear (latent)", -4.782718464029388),
("from|since|after <time>December", -6.035481432524756),
-5.631211781821365),
("hourmonth", -4.164874713027938),
("todayat <time-of-day>", -6.03667688992953),
("hhhmmyear (latent)", -4.783913921434162),
("from|since|after <time>December", -6.03667688992953),
("from|since|after <time><time-of-day> am|pm",
-6.035481432524756),
("<time-of-day> am|pmon <day>", -4.782718464029388),
("Mondayyear (latent)", -5.342334251964811),
("dayday", -4.6491870714048655),
("mm/ddat <time-of-day>", -5.119190700650601),
("on <day>September", -5.342334251964811),
("time-of-day (latent)September", -5.630016324416592),
("hourhour", -5.630016324416592),
("time-of-day (latent)on <day>", -4.531404035748483),
-6.03667688992953),
("<time-of-day> am|pmon <day>", -4.783913921434162),
("Mondayyear (latent)", -5.343529709369585),
("dayday", -4.650382528809639),
("mm/ddat <time-of-day>", -5.120386158055375),
("on <day>September", -5.343529709369585),
("time-of-day (latent)September", -5.631211781821365),
("hourhour", -5.631211781821365),
("time-of-day (latent)on <day>", -4.532599493153256),
("time-of-day (latent)<cycle> after|before <time>",
-5.630016324416592),
("dayyear", -3.0910424533583156),
("Thursdaymm/dd", -6.035481432524756),
("New Year's Dayyear (latent)", -5.119190700650601),
("time-of-day (latent)Sunday", -5.630016324416592),
("Thursdayfrom|since|after <time>", -4.330733340286331),
("Thursdayat <time-of-day>", -4.426043520090656),
-5.631211781821365),
("dayyear", -3.0922379107630893),
("Thursdaymm/dd", -6.03667688992953),
("New Year's Dayyear (latent)", -5.120386158055375),
("time-of-day (latent)Sunday", -5.631211781821365),
("Thursdayfrom|since|after <time>", -4.331928797691105),
("Thursdayat <time-of-day>", -4.4272389774954295),
("<integer> to|till|before <hour-of-day>September",
-6.035481432524756),
("Aprilyear (latent)", -6.035481432524756),
("the <day-of-month> (ordinal)July", -6.035481432524756),
("the <day-of-month> (number)July", -6.035481432524756),
("monthminute", -6.035481432524756),
("<time-of-day> am|pmtomorrow", -6.035481432524756),
("Thursdayhh:mm", -5.119190700650601),
("<day-of-month> (ordinal)Tuesday", -5.630016324416592),
("minutemonth", -3.8954152690284856),
("time-of-day (latent)Friday", -5.630016324416592),
("minutehour", -6.035481432524756),
("Augustyear (latent)", -5.630016324416592),
("week-endin|during <named-month>|year", -6.035481432524756),
("time-of-day (latent)Tuesday", -5.630016324416592),
-6.03667688992953),
("Aprilyear (latent)", -6.03667688992953),
("the <day-of-month> (ordinal)July", -6.03667688992953),
("the <day-of-month> (number)July", -6.03667688992953),
("monthminute", -6.03667688992953),
("<time-of-day> am|pmtomorrow", -6.03667688992953),
("Thursdayhh:mm", -5.120386158055375),
("<day-of-month> (ordinal)Tuesday", -5.631211781821365),
("minutemonth", -3.8966107264332592),
("time-of-day (latent)Friday", -5.631211781821365),
("minutehour", -6.03667688992953),
("Augustyear (latent)", -5.631211781821365),
("week-endin|during <named-month>|year", -6.03667688992953),
("time-of-day (latent)Tuesday", -5.631211781821365),
("mm/dd<time-of-day> - <time-of-day> (interval)",
-5.630016324416592),
-5.631211781821365),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-6.035481432524756),
("Sundayyear (latent)", -5.119190700650601),
("Christmasat <time-of-day>", -6.035481432524756),
("from|since|after <time>year (latent)", -4.936869143856646),
("hhhmmon <day>", -5.119190700650601),
("yesterday<time-of-day> am|pm", -6.035481432524756),
("<day-of-month> (ordinal)July", -5.342334251964811),
-6.03667688992953),
("Sundayyear (latent)", -5.120386158055375),
("Christmasat <time-of-day>", -6.03667688992953),
("from|since|after <time>year (latent)", -4.93806460126142),
("hhhmmon <day>", -5.120386158055375),
("yesterday<time-of-day> am|pm", -6.03667688992953),
("<day-of-month> (ordinal)July", -5.343529709369585),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-6.035481432524756),
("mm/ddyear (latent)", -6.035481432524756),
-6.03667688992953),
("mm/ddyear (latent)", -6.03667688992953),
("Thursday<time-of-day> - <time-of-day> (interval)",
-6.035481432524756),
-6.03667688992953),
("in|during <named-month>|yearyear (latent)",
-6.035481432524756),
("at <time-of-day>intersect", -5.119190700650601),
("hh:mmyear (latent)", -4.6491870714048655),
("Holiyear (latent)", -6.035481432524756),
("until <time><time-of-day> am|pm", -6.035481432524756),
-6.03667688992953),
("at <time-of-day>intersect", -5.120386158055375),
("hh:mmyear (latent)", -4.650382528809639),
("Holiyear (latent)", -6.03667688992953),
("until <time><time-of-day> am|pm", -6.03667688992953),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.630016324416592),
("dayminute", -3.1732805515952878),
("yyyy-mm-ddhh:mm", -5.630016324416592),
("intersectfrom|since|after <time>", -5.630016324416592),
("intersectSeptember", -4.1636792556231645),
("minuteday", -2.878481011374643),
("absorption of , after named dayintersect",
-6.035481432524756),
("intersectyear (latent)", -6.035481432524756),
("Februaryin|during the <part-of-day>", -6.035481432524756),
-5.631211781821365),
("dayminute", -3.174476009000062),
("yyyy-mm-ddhh:mm", -5.631211781821365),
("intersectfrom|since|after <time>", -5.631211781821365),
("intersectSeptember", -4.164874713027938),
("minuteday", -2.8796764687794165),
("absorption of , after named dayintersect", -6.03667688992953),
("intersectyear (latent)", -6.03667688992953),
("Februaryin|during the <part-of-day>", -6.03667688992953),
("<duration> after|before|from|past <time>December",
-6.035481432524756),
("time-of-day (latent)July", -5.342334251964811),
("Saturdayyear (latent)", -6.035481432524756),
-6.03667688992953),
("time-of-day (latent)July", -5.343529709369585),
("Saturdayyear (latent)", -6.03667688992953),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-6.035481432524756),
("at <time-of-day>on <day>", -5.119190700650601),
-6.03667688992953),
("at <time-of-day>on <day>", -5.120386158055375),
("absorption of , after named daySeptember",
-4.782718464029388),
("Naraka Chaturdashiyear (latent)", -6.035481432524756),
("from|since|after <time>on <day>", -5.119190700650601),
("dayweek", -6.035481432524756),
("Easter Sundayyear (latent)", -5.630016324416592),
("Thursday<time-of-day> am|pm", -4.782718464029388),
("weekyear", -5.630016324416592),
("time-of-day (latent)Thursday", -5.630016324416592),
-4.783913921434162),
("Naraka Chaturdashiyear (latent)", -6.03667688992953),
("from|since|after <time>on <day>", -5.120386158055375),
("dayweek", -6.03667688992953),
("Easter Sundayyear (latent)", -5.631211781821365),
("Thursday<time-of-day> am|pm", -4.783913921434162),
("weekyear", -5.631211781821365),
("time-of-day (latent)Thursday", -5.631211781821365),
("<named-month> <day-of-month> (non ordinal)until <time>",
-6.035481432524756),
("<day-of-month> (ordinal)April", -6.035481432524756),
-6.03667688992953),
("<day-of-month> (ordinal)April", -6.03667688992953),
("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-5.630016324416592),
-5.631211781821365),
("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-5.342334251964811),
("Sundayfrom|since|after <time>", -6.035481432524756),
("absorption of , after named dayFebruary", -5.119190700650601),
-5.343529709369585),
("Sundayfrom|since|after <time>", -6.03667688992953),
("absorption of , after named dayFebruary", -5.120386158055375),
("time-of-day (latent)in|during the <part-of-day>",
-5.630016324416592),
-5.631211781821365),
("July<integer> to|till|before <hour-of-day>",
-6.035481432524756),
("tomorrowat <time-of-day>", -6.035481432524756),
("daynograin", -5.630016324416592),
-6.03667688992953),
("tomorrowat <time-of-day>", -6.03667688992953),
("daynograin", -5.631211781821365),
("<integer> to|till|before <hour-of-day>July",
-5.630016324416592),
("last <cycle> of <time>year (latent)", -5.630016324416592),
("tomorrow<time-of-day> am|pm", -6.035481432524756),
-5.631211781821365),
("last <cycle> of <time>year (latent)", -5.631211781821365),
("tomorrow<time-of-day> am|pm", -6.03667688992953),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-5.342334251964811),
("Diwaliyear (latent)", -5.630016324416592),
-5.343529709369585),
("Diwaliyear (latent)", -5.631211781821365),
("<time-of-day> - <time-of-day> (interval)July",
-6.035481432524756),
("Fridayyear (latent)", -5.630016324416592),
("time-of-day (latent)April", -6.035481432524756),
("minuteyear", -3.8382568551885368)],
-6.03667688992953),
("Fridayyear (latent)", -5.631211781821365),
("time-of-day (latent)April", -6.03667688992953),
("minuteyear", -3.8394523125933104)],
n = 277}}),
("one eleven",
Classifier{okData =
@ -1570,14 +1581,14 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -0.1495317339709637, unseen = -5.402677381872279,
ClassData{prior = -0.1488944259384312, unseen = -5.407171771460119,
likelihoods =
HashMap.fromList
[("integer (numeric)", -2.7524673390090033e-2),
("intersect 2 numbers", -4.011868340397862)],
n = 217},
[("integer (numeric)", -2.7398974188114388e-2),
("intersect 2 numbers", -4.0163830207523885)],
n = 218},
koData =
ClassData{prior = -1.9740810260220096,
ClassData{prior = -1.9780414272381066,
unseen = -3.6888794541139363,
likelihoods =
HashMap.fromList

View File

@ -83,10 +83,10 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.5635043216751151, unseen = -6.091309882077698,
likelihoods = HashMap.fromList [("", 0.0)], n = 440},
ClassData{prior = -0.5625269981428811, unseen = -6.093569770045136,
likelihoods = HashMap.fromList [("", 0.0)], n = 441},
koData =
ClassData{prior = -0.8421365586069781, unseen = -5.814130531825066,
ClassData{prior = -0.8434293836092833, unseen = -5.814130531825066,
likelihoods = HashMap.fromList [("", 0.0)], n = 333}}),
("<year> (bc|ad)",
Classifier{okData =
@ -770,6 +770,13 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Ganesh Chaturthi",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("July",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.5553480614894135,
@ -858,429 +865,428 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.45941864780041747,
unseen = -7.093404625868766,
ClassData{prior = -0.4586244763882603, unseen = -7.095893221097532,
likelihoods =
HashMap.fromList
[("Navaratriyear (latent)", -6.399426535414734),
("Karva Chauthyear (latent)", -6.399426535414734),
[("Navaratriyear (latent)", -6.401917196727186),
("Karva Chauthyear (latent)", -6.401917196727186),
("<day-of-month> (ordinal)in|during the <part-of-day>",
-6.399426535414734),
("Maha Shivaratriyear (latent)", -6.399426535414734),
("Ramadanyear (latent)", -5.146663566919366),
-6.401917196727186),
("Maha Shivaratriyear (latent)", -6.401917196727186),
("Ramadanyear (latent)", -5.149154228231818),
("<datetime> - <datetime> (interval)on <day>",
-5.013132174294843),
("Bhai Doojyear (latent)", -6.399426535414734),
("hourday", -4.384523514872469),
("dayhour", -3.4549875562482932),
-5.015622835607295),
("Bhai Doojyear (latent)", -6.401917196727186),
("hourday", -4.387014176184921),
("dayhour", -3.457478217560745),
("<time-of-day> - <time-of-day> (interval)on <day>",
-5.013132174294843),
("Martin Luther King's Dayyear (latent)", -5.993961427306569),
("Shemini Atzeretyear (latent)", -6.399426535414734),
("daymonth", -4.384523514872469),
("monthday", -5.993961427306569),
("monthyear", -4.6076670661866785),
("Yom Ha'atzmautyear (latent)", -6.399426535414734),
("Vijayadashamiyear (latent)", -6.399426535414734),
("Thai Pongalyear (latent)", -5.7062793548547885),
("Thiru Onamyear (latent)", -5.7062793548547885),
("hhhmmabsorption of , after named day", -6.399426535414734),
("Tuesdaythe <day-of-month> (ordinal)", -6.399426535414734),
-5.015622835607295),
("Martin Luther King's Dayyear (latent)", -5.996452088619021),
("Shemini Atzeretyear (latent)", -6.401917196727186),
("daymonth", -4.387014176184921),
("monthday", -5.996452088619021),
("monthyear", -4.61015772749913),
("Yom Ha'atzmautyear (latent)", -6.401917196727186),
("Vijayadashamiyear (latent)", -6.401917196727186),
("Thai Pongalyear (latent)", -5.70877001616724),
("Thiru Onamyear (latent)", -5.70877001616724),
("hhhmmabsorption of , after named day", -6.401917196727186),
("Tuesdaythe <day-of-month> (ordinal)", -6.401917196727186),
("from <datetime> - <datetime> (interval)July",
-5.483135803540579),
("<day-of-month> (ordinal)Wednesday", -6.399426535414734),
("Krishna Janmashtamiyear (latent)", -5.993961427306569),
("Guru Gobind Singh Jayantiyear (latent)", -6.399426535414734),
("houryear", -5.483135803540579),
-5.485626464853031),
("<day-of-month> (ordinal)Wednesday", -6.401917196727186),
("Krishna Janmashtamiyear (latent)", -5.996452088619021),
("Guru Gobind Singh Jayantiyear (latent)", -6.401917196727186),
("houryear", -5.485626464853031),
("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-6.399426535414734),
("Christmas<time-of-day> am|pm", -6.399426535414734),
-6.401917196727186),
("Christmas<time-of-day> am|pm", -6.401917196727186),
("last <day-of-week> of <time>year (latent)",
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-6.401917196727186),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.7062793548547885),
("intersectin|during <named-month>|year", -6.399426535414734),
("<time-of-day> am|pmintersect", -5.146663566919366),
("Earth Houryear (latent)", -6.399426535414734),
("Octoberyear (latent)", -4.895349138638459),
("intersect<time-of-day> am|pm", -6.399426535414734),
("Mattu Pongalyear (latent)", -6.399426535414734),
("Shavuotyear (latent)", -6.399426535414734),
("Parsi New Yearyear (latent)", -5.483135803540579),
-5.70877001616724),
("intersectin|during <named-month>|year", -6.401917196727186),
("<time-of-day> am|pmintersect", -5.149154228231818),
("Earth Houryear (latent)", -6.401917196727186),
("Ganesh Chaturthiyear (latent)", -6.401917196727186),
("Octoberyear (latent)", -4.897839799950911),
("intersect<time-of-day> am|pm", -6.401917196727186),
("Mattu Pongalyear (latent)", -6.401917196727186),
("Shavuotyear (latent)", -6.401917196727186),
("Parsi New Yearyear (latent)", -5.485626464853031),
("at <time-of-day>in|within|after <duration>",
-6.399426535414734),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.399426535414734),
("todayin|within|after <duration>", -6.399426535414734),
-6.401917196727186),
("Thursdayhh(:mm) - <time-of-day> am|pm", -6.401917196727186),
("todayin|within|after <duration>", -6.401917196727186),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.993961427306569),
("Marchyear (latent)", -6.399426535414734),
-5.996452088619021),
("Marchyear (latent)", -6.401917196727186),
("intersect by \",\", \"of\", \"from\", \"'s\"hhhmm",
-5.993961427306569),
("Sukkotyear (latent)", -5.993961427306569),
("hhhmmintersect", -5.993961427306569),
-5.996452088619021),
("Sukkotyear (latent)", -5.996452088619021),
("hhhmmintersect", -5.996452088619021),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-5.993961427306569),
("Clean Mondayyear (latent)", -5.993961427306569),
("monthhour", -5.993961427306569),
-5.996452088619021),
("Clean Mondayyear (latent)", -5.996452088619021),
("monthhour", -5.996452088619021),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.7062793548547885),
("todayat <time-of-day>", -6.399426535414734),
("Thursday<time> timezone", -4.001531262616363),
("time-of-day (latent)tonight", -5.993961427306569),
("from|since|after <time>December", -6.399426535414734),
("<time-of-day> am|pmon <day>", -4.384523514872469),
-5.70877001616724),
("todayat <time-of-day>", -6.401917196727186),
("Thursday<time> timezone", -4.004021923928815),
("time-of-day (latent)tonight", -5.996452088619021),
("from|since|after <time>December", -6.401917196727186),
("<time-of-day> am|pmon <day>", -4.387014176184921),
("this <time>hh(:mm) - <time-of-day> am|pm",
-6.399426535414734),
("yyyy-mm-ddhh:mm:ss", -5.993961427306569),
("dayday", -3.6913763343125234),
("<time> <part-of-day>at <time-of-day>", -6.399426535414734),
("tonightat <time-of-day>", -6.399426535414734),
-6.401917196727186),
("yyyy-mm-ddhh:mm:ss", -5.996452088619021),
("dayday", -3.6938669956249752),
("<time> <part-of-day>at <time-of-day>", -6.401917196727186),
("tonightat <time-of-day>", -6.401917196727186),
("<time-of-day> am|pmabsorption of , after named day",
-5.7062793548547885),
-5.70877001616724),
("Dayananda Saraswati Jayantiyear (latent)",
-6.399426535414734),
("today<time-of-day> am|pm", -6.399426535414734),
("Februarythe <day-of-month> (ordinal)", -5.993961427306569),
("at <time-of-day><time> <part-of-day>", -6.399426535414734),
("<day-of-month> (ordinal)intersect", -5.993961427306569),
("hourhour", -4.319984993734898),
("Mahavir Jayantiyear (latent)", -5.993961427306569),
("Navaratriin|during <named-month>|year", -6.399426535414734),
("Wednesdaythis|last|next <cycle>", -6.399426535414734),
("Lentyear (latent)", -6.399426535414734),
-6.401917196727186),
("today<time-of-day> am|pm", -6.401917196727186),
("Februarythe <day-of-month> (ordinal)", -5.996452088619021),
("at <time-of-day><time> <part-of-day>", -6.401917196727186),
("<day-of-month> (ordinal)intersect", -5.996452088619021),
("hourhour", -4.3224756550473495),
("Mahavir Jayantiyear (latent)", -5.996452088619021),
("Navaratriin|during <named-month>|year", -6.401917196727186),
("Wednesdaythis|last|next <cycle>", -6.401917196727186),
("Lentyear (latent)", -6.401917196727186),
("intersect<named-month> <day-of-month> (non ordinal)",
-4.527624358513142),
("Boghiyear (latent)", -6.399426535414734),
("dayyear", -1.8776379583656932),
-4.530115019825594),
("Boghiyear (latent)", -6.401917196727186),
("dayyear", -1.874708552208806),
("Karva Chauthin|during <named-month>|year",
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("Thursdayfrom|since|after <time>", -5.993961427306569),
-6.401917196727186),
("Thursdayfrom|since|after <time>", -5.996452088619021),
("<time-of-day> o'clockin|during the <part-of-day>",
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("Thursdayat <time-of-day>", -5.7062793548547885),
("Islamic New Yearyear (latent)", -5.993961427306569),
("Laylat al-Qadryear (latent)", -5.483135803540579),
("Shrove Tuesdayyear (latent)", -6.399426535414734),
-6.401917196727186),
("Thursdayat <time-of-day>", -5.70877001616724),
("Islamic New Yearyear (latent)", -5.996452088619021),
("Laylat al-Qadryear (latent)", -5.485626464853031),
("Shrove Tuesdayyear (latent)", -6.401917196727186),
("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-5.7062793548547885),
("<time-of-day> am|pmtomorrow", -5.7062793548547885),
("Yom Kippuryear (latent)", -6.399426535414734),
("<day-of-month> (ordinal)Tuesday", -5.993961427306569),
("<part-of-day> of <time>year (latent)", -6.399426535414734),
("minutehour", -5.146663566919366),
("Kaanum Pongalyear (latent)", -5.993961427306569),
("Maha Saptamiyear (latent)", -6.399426535414734),
-5.70877001616724),
("<time-of-day> am|pmtomorrow", -5.70877001616724),
("Yom Kippuryear (latent)", -6.401917196727186),
("<day-of-month> (ordinal)Tuesday", -5.996452088619021),
("<part-of-day> of <time>year (latent)", -6.401917196727186),
("minutehour", -5.149154228231818),
("Kaanum Pongalyear (latent)", -5.996452088619021),
("Maha Saptamiyear (latent)", -6.401917196727186),
("at <time-of-day>in|during the <part-of-day>",
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("time-of-day (latent)tomorrow", -5.483135803540579),
("part of daysat <time-of-day>", -5.993961427306569),
-5.996452088619021),
("time-of-day (latent)tomorrow", -5.485626464853031),
("part of daysat <time-of-day>", -5.996452088619021),
("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-4.384523514872469),
("for <duration> from <time>December", -6.399426535414734),
("tomorrow<time-of-day> sharp|exactly", -6.399426535414734),
-4.387014176184921),
("for <duration> from <time>December", -6.401917196727186),
("tomorrow<time-of-day> sharp|exactly", -6.401917196727186),
("Thursdayfrom <datetime> - <datetime> (interval)",
-5.146663566919366),
-5.149154228231818),
("intersect by \",\", \"of\", \"from\" for yearhhhmm",
-5.146663566919366),
("time-of-day (latent)this <part-of-day>", -6.399426535414734),
("Pentecostyear (latent)", -6.399426535414734),
-5.149154228231818),
("time-of-day (latent)this <part-of-day>", -6.401917196727186),
("Pentecostyear (latent)", -6.401917196727186),
("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-5.146663566919366),
("<day-of-month> (ordinal)February", -6.399426535414734),
("Eid al-Fitryear (latent)", -5.013132174294843),
-5.149154228231818),
("<day-of-month> (ordinal)February", -6.401917196727186),
("Eid al-Fitryear (latent)", -5.015622835607295),
("Vasant Panchamiin|during <named-month>|year",
-6.399426535414734),
("Mondayin|during the <part-of-day>", -6.399426535414734),
("Chhathin|during <named-month>|year", -6.399426535414734),
("Diwaliin|during <named-month>|year", -6.399426535414734),
("Vaisakhiin|during <named-month>|year", -6.399426535414734),
("Guru Ravidass Jayantiyear (latent)", -5.146663566919366),
("Raksha Bandhanyear (latent)", -6.399426535414734),
("daysecond", -5.993961427306569),
-6.401917196727186),
("Mondayin|during the <part-of-day>", -6.401917196727186),
("Chhathin|during <named-month>|year", -6.401917196727186),
("Diwaliin|during <named-month>|year", -6.401917196727186),
("Vaisakhiin|during <named-month>|year", -6.401917196727186),
("Guru Ravidass Jayantiyear (latent)", -5.149154228231818),
("Raksha Bandhanyear (latent)", -6.401917196727186),
("daysecond", -5.996452088619021),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-5.993961427306569),
("Ratha-Yatrayear (latent)", -6.399426535414734),
("Ashurayear (latent)", -6.399426535414734),
("Tuesdayin|during <named-month>|year", -6.399426535414734),
("Chinese New Yearyear (latent)", -6.399426535414734),
("tomorrowintersect", -6.399426535414734),
("Lag BaOmeryear (latent)", -6.399426535414734),
-5.996452088619021),
("Ratha-Yatrayear (latent)", -6.401917196727186),
("Ashurayear (latent)", -6.401917196727186),
("Tuesdayin|during <named-month>|year", -6.401917196727186),
("Chinese New Yearyear (latent)", -6.401917196727186),
("tomorrowintersect", -6.401917196727186),
("Lag BaOmeryear (latent)", -6.401917196727186),
("last weekend of <named-month>year (latent)",
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("Eid al-Adhayear (latent)", -4.259360371918463),
("intersectin|during the <part-of-day>", -6.399426535414734),
("Palm Sundayyear (latent)", -6.399426535414734),
("Christmasat <time-of-day>", -6.399426535414734),
("Passoveryear (latent)", -6.399426535414734),
("Lazarus Saturdayyear (latent)", -6.399426535414734),
-6.401917196727186),
("Eid al-Adhayear (latent)", -4.261851033230915),
("intersectin|during the <part-of-day>", -6.401917196727186),
("Palm Sundayyear (latent)", -6.401917196727186),
("Christmasat <time-of-day>", -6.401917196727186),
("Passoveryear (latent)", -6.401917196727186),
("Lazarus Saturdayyear (latent)", -6.401917196727186),
("<day-of-month> (ordinal or number) <named-month>year (latent)",
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("hhhmmon <day>", -5.483135803540579),
("Yom HaShoahyear (latent)", -5.993961427306569),
-6.401917196727186),
("hhhmmon <day>", -5.485626464853031),
("Yom HaShoahyear (latent)", -5.996452088619021),
("Thursday<datetime> - <datetime> (interval)",
-5.993961427306569),
-5.996452088619021),
("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
-6.399426535414734),
("Septemberyear (latent)", -5.993961427306569),
-6.401917196727186),
("Septemberyear (latent)", -5.996452088619021),
("Thursday<time-of-day> - <time-of-day> (interval)",
-4.895349138638459),
("Halloweenyear (latent)", -6.399426535414734),
-4.897839799950911),
("Halloweenyear (latent)", -6.401917196727186),
("<ordinal> last <cycle> of <time>year (latent)",
-5.993961427306569),
-5.996452088619021),
("from <time-of-day> - <time-of-day> (interval)on <day>",
-5.7062793548547885),
-5.70877001616724),
("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
-6.399426535414734),
("at <time-of-day>intersect", -5.483135803540579),
("Rosh Hashanahyear (latent)", -5.7062793548547885),
("Dhanterasyear (latent)", -6.399426535414734),
("Tu BiShvatyear (latent)", -6.399426535414734),
("<day-of-month> (ordinal)December", -5.7062793548547885),
("Holiyear (latent)", -5.7062793548547885),
-6.401917196727186),
("at <time-of-day>intersect", -5.485626464853031),
("Rosh Hashanahyear (latent)", -5.70877001616724),
("Dhanterasyear (latent)", -6.401917196727186),
("Tu BiShvatyear (latent)", -6.401917196727186),
("<day-of-month> (ordinal)December", -5.70877001616724),
("Holiyear (latent)", -5.70877001616724),
("<time-of-day> - <time-of-day> (interval)tomorrow",
-6.399426535414734),
("Holika Dahanyear (latent)", -5.7062793548547885),
-6.401917196727186),
("Holika Dahanyear (latent)", -5.70877001616724),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.993961427306569),
("dayminute", -3.0852405307422077),
("Mawlidyear (latent)", -6.399426535414734),
-5.996452088619021),
("dayminute", -3.08773119205466),
("Mawlidyear (latent)", -6.401917196727186),
("from <datetime> - <datetime> (interval)on <day>",
-5.993961427306569),
-5.996452088619021),
("<datetime> - <datetime> (interval)tomorrow",
-6.399426535414734),
("Jumu'atul-Widayear (latent)", -5.483135803540579),
("minuteday", -2.6617569171313655),
("absorption of , after named dayintersect",
-5.7062793548547885),
("intersectyear (latent)", -6.399426535414734),
("Orthodox Easter Sundayyear (latent)", -6.399426535414734),
-6.401917196727186),
("Jumu'atul-Widayear (latent)", -5.485626464853031),
("minuteday", -2.6642475784438173),
("absorption of , after named dayintersect", -5.70877001616724),
("intersectyear (latent)", -6.401917196727186),
("Orthodox Easter Sundayyear (latent)", -6.401917196727186),
("time-of-day (latent)in|within|after <duration>",
-6.399426535414734),
-6.401917196727186),
("<ordinal> <cycle> of <time>year (latent)",
-6.399426535414734),
("intersecthhhmm", -5.993961427306569),
-6.401917196727186),
("intersecthhhmm", -5.996452088619021),
("the <day-of-month> (ordinal)in|during the <part-of-day>",
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("Boss's Dayyear (latent)", -5.993961427306569),
-6.401917196727186),
("Boss's Dayyear (latent)", -5.996452088619021),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-6.399426535414734),
("Global Youth Service Dayyear (latent)", -6.399426535414734),
("Dhanterasin|during <named-month>|year", -6.399426535414734),
("Tisha B'Avyear (latent)", -6.399426535414734),
("Isra and Mi'rajyear (latent)", -5.483135803540579),
("at <time-of-day>on <day>", -4.789988622980633),
-6.401917196727186),
("Global Youth Service Dayyear (latent)", -6.401917196727186),
("Dhanterasin|during <named-month>|year", -6.401917196727186),
("Tisha B'Avyear (latent)", -6.401917196727186),
("Isra and Mi'rajyear (latent)", -5.485626464853031),
("at <time-of-day>on <day>", -4.792479284293085),
("at <time-of-day>absorption of , after named day",
-5.993961427306569),
("time-of-day (latent)<time> <part-of-day>",
-5.7062793548547885),
("Christmasyear (latent)", -5.993961427306569),
("Naraka Chaturdashiyear (latent)", -5.993961427306569),
("Thai Pongalin|during <named-month>|year", -6.399426535414734),
("dayweek", -6.399426535414734),
("Easter Sundayyear (latent)", -5.7062793548547885),
-5.996452088619021),
("time-of-day (latent)<time> <part-of-day>", -5.70877001616724),
("Christmasyear (latent)", -5.996452088619021),
("Naraka Chaturdashiyear (latent)", -5.996452088619021),
("Thai Pongalin|during <named-month>|year", -6.401917196727186),
("dayweek", -6.401917196727186),
("Easter Sundayyear (latent)", -5.70877001616724),
("between <time-of-day> and <time-of-day> (interval)on <day>",
-5.993961427306569),
("weekyear", -5.300814246746624),
("King's Dayyear (latent)", -4.895349138638459),
("hh:mmin|during the <part-of-day>", -5.483135803540579),
-5.996452088619021),
("weekyear", -5.303304908059076),
("King's Dayyear (latent)", -4.897839799950911),
("hh:mmin|during the <part-of-day>", -5.485626464853031),
("<cycle> after|before <time><time-of-day> am|pm",
-5.993961427306569),
("Hanukkahyear (latent)", -5.7062793548547885),
("February<time> <part-of-day>", -6.399426535414734),
-5.996452088619021),
("Hanukkahyear (latent)", -5.70877001616724),
("February<time> <part-of-day>", -6.401917196727186),
("time-of-day (latent)in|during the <part-of-day>",
-6.399426535414734),
("Great Lentyear (latent)", -6.399426535414734),
("tomorrowat <time-of-day>", -5.7062793548547885),
-6.401917196727186),
("Great Lentyear (latent)", -6.401917196727186),
("tomorrowat <time-of-day>", -5.70877001616724),
("hhmm (latent)in|during the <part-of-day>",
-6.399426535414734),
("Ugadiyear (latent)", -5.013132174294843),
("Vaisakhiyear (latent)", -5.7062793548547885),
-6.401917196727186),
("Ugadiyear (latent)", -5.015622835607295),
("Vaisakhiyear (latent)", -5.70877001616724),
("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-5.7062793548547885),
("last <cycle> of <time>year (latent)", -5.7062793548547885),
("at <time-of-day>tomorrow", -5.993961427306569),
("tomorrow<time-of-day> am|pm", -6.399426535414734),
-5.70877001616724),
("last <cycle> of <time>year (latent)", -5.70877001616724),
("at <time-of-day>tomorrow", -5.996452088619021),
("tomorrow<time-of-day> am|pm", -6.401917196727186),
("<named-month> <day-of-month> (non ordinal)year (latent)",
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("Diwaliyear (latent)", -6.399426535414734),
("between <time> and <time>on <day>", -5.993961427306569),
("Black Fridayyear (latent)", -5.993961427306569),
-6.401917196727186),
("Diwaliyear (latent)", -6.401917196727186),
("between <time> and <time>on <day>", -5.996452088619021),
("Black Fridayyear (latent)", -5.996452088619021),
("the <ordinal> last <cycle> of <time>year (latent)",
-6.399426535414734),
-6.401917196727186),
("in|during the <part-of-day>at <time-of-day>",
-6.399426535414734),
("Chhathyear (latent)", -5.993961427306569),
("Vasant Panchamiyear (latent)", -6.399426535414734),
("Rabindra Jayantiyear (latent)", -5.146663566919366),
("St Patrick's Dayyear (latent)", -6.399426535414734),
("Thursday<time> (timezone)", -6.399426535414734),
-6.401917196727186),
("Chhathyear (latent)", -5.996452088619021),
("Vasant Panchamiyear (latent)", -6.401917196727186),
("Rabindra Jayantiyear (latent)", -5.149154228231818),
("St Patrick's Dayyear (latent)", -6.401917196727186),
("Thursday<time> (timezone)", -6.401917196727186),
("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-6.399426535414734),
("Pargat Diwasyear (latent)", -5.146663566919366),
("<datetime> - <datetime> (interval)July", -5.993961427306569),
-6.401917196727186),
("Pargat Diwasyear (latent)", -5.149154228231818),
("<datetime> - <datetime> (interval)July", -5.996452088619021),
("on <day><named-month> <day-of-month> (non ordinal)",
-5.7062793548547885),
("Februaryintersect", -6.399426535414734),
("Simchat Torahyear (latent)", -6.399426535414734),
("minuteyear", -6.399426535414734)],
n = 463},
-5.70877001616724),
("Februaryintersect", -6.401917196727186),
("Simchat Torahyear (latent)", -6.401917196727186),
("minuteyear", -6.401917196727186)],
n = 464},
koData =
ClassData{prior = -0.9987237428882767, unseen = -6.706862336602747,
ClassData{prior = -1.0000870696161408, unseen = -6.70808408385307,
likelihoods =
HashMap.fromList
[("Thursdayhhhmm", -4.508414517523783),
("hourday", -3.614596641501687),
[("Thursdayhhhmm", -4.5096377592665275),
("hourday", -3.615819883244431),
("<hour-of-day> <integer><time-of-day> am|pm",
-6.012491914300058),
("<day-of-month> (ordinal)August", -6.012491914300058),
("dayhour", -3.447542556838521),
("<time> timezoneyear (latent)", -5.319344733740112),
-6.013715156042802),
("<day-of-month> (ordinal)August", -6.013715156042802),
("dayhour", -3.448765798581265),
("<time> timezoneyear (latent)", -5.320567975482857),
("<time-of-day> - <time-of-day> (interval)on <day>",
-5.096201182425903),
("Tuesdayfrom|since|after <time>", -5.319344733740112),
("daymonth", -3.338343264873529),
("monthyear", -4.75972894580469),
("<time-of-day> am|pmyear (latent)", -5.319344733740112),
("Thai Pongalyear (latent)", -5.319344733740112),
("intersecthh:mm", -6.012491914300058),
-5.097424424168647),
("Tuesdayfrom|since|after <time>", -5.320567975482857),
("daymonth", -3.339566506616273),
("monthyear", -4.760952187547434),
("<time-of-day> am|pmyear (latent)", -5.320567975482857),
("Thai Pongalyear (latent)", -5.320567975482857),
("intersecthh:mm", -6.013715156042802),
("from <datetime> - <datetime> (interval)July",
-5.607026806191893),
("<day-of-month> (ordinal)Wednesday", -6.012491914300058),
("houryear", -4.626197553180167),
-5.6082500479346375),
("<day-of-month> (ordinal)Wednesday", -6.013715156042802),
("houryear", -4.627420794922911),
("from <time-of-day> - <time-of-day> (interval)July",
-6.012491914300058),
("<day-of-month> (ordinal)October", -6.012491914300058),
-6.013715156042802),
("<day-of-month> (ordinal)October", -6.013715156042802),
("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-5.319344733740112),
("hournograin", -4.75972894580469),
("<time-of-day> am|pmintersect", -4.75972894580469),
("Octoberyear (latent)", -6.012491914300058),
-5.320567975482857),
("hournograin", -4.760952187547434),
("<time-of-day> am|pmintersect", -4.760952187547434),
("Octoberyear (latent)", -6.013715156042802),
("time-of-day (latent)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.607026806191893),
("until <time>on <day>", -5.319344733740112),
("time-of-day (latent)intersect", -5.319344733740112),
("todayin <number> (implicit minutes)", -6.012491914300058),
-5.6082500479346375),
("until <time>on <day>", -5.320567975482857),
("time-of-day (latent)intersect", -5.320567975482857),
("todayin <number> (implicit minutes)", -6.013715156042802),
("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-5.319344733740112),
-5.320567975482857),
("about|exactly <time-of-day>year (latent)",
-6.012491914300058),
("hh:mmon <day>", -4.75972894580469),
("hhhmmintersect", -5.607026806191893),
("absorption of , after named dayJuly", -5.096201182425903),
("from|since|after <time>July", -5.607026806191893),
-6.013715156042802),
("hh:mmon <day>", -4.760952187547434),
("hhhmmintersect", -5.6082500479346375),
("absorption of , after named dayJuly", -5.097424424168647),
("from|since|after <time>July", -5.6082500479346375),
("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-5.096201182425903),
("Clean Mondayyear (latent)", -6.012491914300058),
("monthhour", -6.012491914300058),
-5.097424424168647),
("Clean Mondayyear (latent)", -6.013715156042802),
("monthhour", -6.013715156042802),
("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-5.607026806191893),
("hourmonth", -4.140689737398466),
("todayat <time-of-day>", -6.012491914300058),
("hhhmmyear (latent)", -4.75972894580469),
("from|since|after <time>December", -6.012491914300058),
-5.6082500479346375),
("hourmonth", -4.14191297914121),
("todayat <time-of-day>", -6.013715156042802),
("hhhmmyear (latent)", -4.760952187547434),
("from|since|after <time>December", -6.013715156042802),
("from|since|after <time><time-of-day> am|pm",
-6.012491914300058),
("<time-of-day> am|pmon <day>", -4.75972894580469),
("Mondayyear (latent)", -5.319344733740112),
("dayday", -4.626197553180167),
("on <day>September", -5.319344733740112),
("time-of-day (latent)September", -5.607026806191893),
("hourhour", -5.607026806191893),
("time-of-day (latent)on <day>", -4.508414517523783),
-6.013715156042802),
("<time-of-day> am|pmon <day>", -4.760952187547434),
("Mondayyear (latent)", -5.320567975482857),
("dayday", -4.627420794922911),
("on <day>September", -5.320567975482857),
("time-of-day (latent)September", -5.6082500479346375),
("hourhour", -5.6082500479346375),
("time-of-day (latent)on <day>", -4.5096377592665275),
("time-of-day (latent)<cycle> after|before <time>",
-5.607026806191893),
("dayyear", -3.0947211822157783),
("Thursdaymm/dd", -6.012491914300058),
("New Year's Dayyear (latent)", -5.096201182425903),
("time-of-day (latent)Sunday", -5.607026806191893),
("Thursdayfrom|since|after <time>", -4.307743822061632),
("Thursdayat <time-of-day>", -4.403054001865957),
-5.6082500479346375),
("dayyear", -3.0959444239585228),
("Thursdaymm/dd", -6.013715156042802),
("New Year's Dayyear (latent)", -5.097424424168647),
("time-of-day (latent)Sunday", -5.6082500479346375),
("Thursdayfrom|since|after <time>", -4.308967063804377),
("Thursdayat <time-of-day>", -4.404277243608702),
("<integer> to|till|before <hour-of-day>September",
-6.012491914300058),
("Aprilyear (latent)", -6.012491914300058),
("the <day-of-month> (ordinal)July", -6.012491914300058),
("the <day-of-month> (number)July", -6.012491914300058),
("monthminute", -6.012491914300058),
("<time-of-day> am|pmtomorrow", -6.012491914300058),
("Thursdayhh:mm", -5.096201182425903),
("<day-of-month> (ordinal)Tuesday", -5.607026806191893),
("minutemonth", -3.872425750803787),
("time-of-day (latent)Friday", -5.607026806191893),
("minutehour", -6.012491914300058),
("Augustyear (latent)", -5.607026806191893),
("week-endin|during <named-month>|year", -6.012491914300058),
("time-of-day (latent)Tuesday", -5.607026806191893),
-6.013715156042802),
("Aprilyear (latent)", -6.013715156042802),
("the <day-of-month> (ordinal)July", -6.013715156042802),
("the <day-of-month> (number)July", -6.013715156042802),
("monthminute", -6.013715156042802),
("<time-of-day> am|pmtomorrow", -6.013715156042802),
("Thursdayhh:mm", -5.097424424168647),
("<day-of-month> (ordinal)Tuesday", -5.6082500479346375),
("minutemonth", -3.873648992546531),
("time-of-day (latent)Friday", -5.6082500479346375),
("minutehour", -6.013715156042802),
("Augustyear (latent)", -5.6082500479346375),
("week-endin|during <named-month>|year", -6.013715156042802),
("time-of-day (latent)Tuesday", -5.6082500479346375),
("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-6.012491914300058),
("Sundayyear (latent)", -5.096201182425903),
("Christmasat <time-of-day>", -6.012491914300058),
("from|since|after <time>year (latent)", -4.913879625631948),
("hhhmmon <day>", -5.096201182425903),
("yesterday<time-of-day> am|pm", -6.012491914300058),
("<day-of-month> (ordinal)July", -5.319344733740112),
-6.013715156042802),
("Sundayyear (latent)", -5.097424424168647),
("Christmasat <time-of-day>", -6.013715156042802),
("from|since|after <time>year (latent)", -4.915102867374692),
("hhhmmon <day>", -5.097424424168647),
("yesterday<time-of-day> am|pm", -6.013715156042802),
("<day-of-month> (ordinal)July", -5.320567975482857),
("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-6.012491914300058),
-6.013715156042802),
("Thursday<time-of-day> - <time-of-day> (interval)",
-6.012491914300058),
-6.013715156042802),
("in|during <named-month>|yearyear (latent)",
-6.012491914300058),
("at <time-of-day>intersect", -5.096201182425903),
("hh:mmyear (latent)", -4.626197553180167),
("Holiyear (latent)", -6.012491914300058),
("until <time><time-of-day> am|pm", -6.012491914300058),
-6.013715156042802),
("at <time-of-day>intersect", -5.097424424168647),
("hh:mmyear (latent)", -4.627420794922911),
("Holiyear (latent)", -6.013715156042802),
("until <time><time-of-day> am|pm", -6.013715156042802),
("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-5.607026806191893),
("dayminute", -3.1792785702438415),
("yyyy-mm-ddhh:mm", -5.607026806191893),
("intersectfrom|since|after <time>", -5.607026806191893),
("intersectSeptember", -4.140689737398466),
("minuteday", -2.855491493149944),
-5.6082500479346375),
("dayminute", -3.1805018119865855),
("yyyy-mm-ddhh:mm", -5.6082500479346375),
("intersectfrom|since|after <time>", -5.6082500479346375),
("intersectSeptember", -4.14191297914121),
("minuteday", -2.8567147348926882),
("absorption of , after named dayintersect",
-6.012491914300058),
("intersectyear (latent)", -6.012491914300058),
("Februaryin|during the <part-of-day>", -6.012491914300058),
-6.013715156042802),
("intersectyear (latent)", -6.013715156042802),
("Februaryin|during the <part-of-day>", -6.013715156042802),
("<duration> after|before|from|past <time>December",
-6.012491914300058),
("time-of-day (latent)July", -5.319344733740112),
("Saturdayyear (latent)", -6.012491914300058),
-6.013715156042802),
("time-of-day (latent)July", -5.320567975482857),
("Saturdayyear (latent)", -6.013715156042802),
("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-6.012491914300058),
("at <time-of-day>on <day>", -5.096201182425903),
("absorption of , after named daySeptember", -4.75972894580469),
("Naraka Chaturdashiyear (latent)", -6.012491914300058),
("from|since|after <time>on <day>", -5.096201182425903),
("dayweek", -6.012491914300058),
("Easter Sundayyear (latent)", -5.607026806191893),
("Thursday<time-of-day> am|pm", -4.75972894580469),
("weekyear", -5.607026806191893),
("time-of-day (latent)Thursday", -5.607026806191893),
-6.013715156042802),
("at <time-of-day>on <day>", -5.097424424168647),
("absorption of , after named daySeptember",
-4.760952187547434),
("Naraka Chaturdashiyear (latent)", -6.013715156042802),
("from|since|after <time>on <day>", -5.097424424168647),
("dayweek", -6.013715156042802),
("Easter Sundayyear (latent)", -5.6082500479346375),
("Thursday<time-of-day> am|pm", -4.760952187547434),
("weekyear", -5.6082500479346375),
("time-of-day (latent)Thursday", -5.6082500479346375),
("<named-month> <day-of-month> (non ordinal)until <time>",
-6.012491914300058),
("<day-of-month> (ordinal)April", -6.012491914300058),
-6.013715156042802),
("<day-of-month> (ordinal)April", -6.013715156042802),
("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-5.607026806191893),
-5.6082500479346375),
("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-5.319344733740112),
("Sundayfrom|since|after <time>", -6.012491914300058),
("absorption of , after named dayFebruary", -5.096201182425903),
-5.320567975482857),
("Sundayfrom|since|after <time>", -6.013715156042802),
("absorption of , after named dayFebruary", -5.097424424168647),
("time-of-day (latent)in|during the <part-of-day>",
-5.607026806191893),
-5.6082500479346375),
("July<integer> to|till|before <hour-of-day>",
-6.012491914300058),
("tomorrowat <time-of-day>", -6.012491914300058),
("daynograin", -5.607026806191893),
-6.013715156042802),
("tomorrowat <time-of-day>", -6.013715156042802),
("daynograin", -5.6082500479346375),
("<integer> to|till|before <hour-of-day>July",
-5.607026806191893),
("last <cycle> of <time>year (latent)", -5.607026806191893),
("tomorrow<time-of-day> am|pm", -6.012491914300058),
-5.6082500479346375),
("last <cycle> of <time>year (latent)", -5.6082500479346375),
("tomorrow<time-of-day> am|pm", -6.013715156042802),
("<named-month> <day-of-month> (non ordinal)year (latent)",
-5.319344733740112),
("Diwaliyear (latent)", -5.607026806191893),
-5.320567975482857),
("Diwaliyear (latent)", -5.6082500479346375),
("<time-of-day> - <time-of-day> (interval)July",
-6.012491914300058),
("Fridayyear (latent)", -5.607026806191893),
("time-of-day (latent)April", -6.012491914300058),
("minuteyear", -3.815267336963838)],
-6.013715156042802),
("Fridayyear (latent)", -5.6082500479346375),
("time-of-day (latent)April", -6.013715156042802),
("minuteyear", -3.816490578706582)],
n = 270}}),
("one eleven",
Classifier{okData =
@ -1556,14 +1562,14 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -0.1494000770686605, unseen = -5.375278407684165,
ClassData{prior = -0.14874526126035031, unseen = -5.37989735354046,
likelihoods =
HashMap.fromList
[("integer (numeric)", -2.830377616285182e-2),
("intersect 2 numbers", -3.984343667007772)],
n = 211},
[("integer (numeric)", -2.8170876966696335e-2),
("intersect 2 numbers", -3.9889840465642745)],
n = 212},
koData =
ClassData{prior = -1.9748976859285656,
ClassData{prior = -1.9789710113162013,
unseen = -3.6635616461296463,
likelihoods =
HashMap.fromList

View File

@ -37,11 +37,11 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("integer (numeric)",
Classifier{okData =
ClassData{prior = -0.5616840409994818, unseen = -4.941642422609305,
ClassData{prior = -0.5658077581833438, unseen = -4.941642422609305,
likelihoods = HashMap.fromList [("", 0.0)], n = 138},
koData =
ClassData{prior = -0.8445468270153137, unseen = -4.663439094112067,
likelihoods = HashMap.fromList [("", 0.0)], n = 104}}),
ClassData{prior = -0.8391010931830252, unseen = -4.672828834461907,
likelihoods = HashMap.fromList [("", 0.0)], n = 105}}),
("exactly <time-of-day>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.5649493574615367,
@ -92,6 +92,20 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -2.3025850929940455,
likelihoods = HashMap.fromList [], n = 0}}),
("Easter Monday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("zima",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<time> <part-of-day>",
Classifier{okData =
ClassData{prior = -0.7922380832041762,
@ -269,6 +283,13 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Good Friday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("October",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.772588722239781,
@ -438,11 +459,12 @@ classifiers
n = 1}}),
("May",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
ClassData{prior = -0.5108256237659907,
unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
ClassData{prior = -0.916290731874155, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),
("intersect",
Classifier{okData =
ClassData{prior = -0.29394383367575705,
@ -699,21 +721,14 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("season",
Classifier{okData =
ClassData{prior = -1.0116009116784799, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [("", 0.0)], n = 4},
koData =
ClassData{prior = -0.45198512374305727,
unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [("", 0.0)], n = 7}}),
("year (grain)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.890371757896165,
ClassData{prior = -6.0624621816434854e-2,
unseen = -2.890371757896165,
likelihoods = HashMap.fromList [("", 0.0)], n = 16},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
ClassData{prior = -2.833213344056216, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("from <datetime> - <datetime> (interval)",
Classifier{okData =
ClassData{prior = -0.4700036292457356,
@ -740,11 +755,13 @@ classifiers
n = 3}}),
("Saturday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.1972245773362196,
ClassData{prior = -0.13353139262452263,
unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [("", 0.0)], n = 7},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
ClassData{prior = -2.0794415416798357,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("from <hour-of-day> - <hour-of-day> (interval)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
@ -802,6 +819,13 @@ classifiers
[("minutehour", -1.5040773967762742),
("hh:mm<integer> (latent time-of-day)", -1.5040773967762742)],
n = 1}}),
("Three Kings' Day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("yyyy-mm-dd",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
@ -811,15 +835,12 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("year (latent)",
Classifier{okData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0},
koData =
ClassData{prior = 0.0, unseen = -3.295836866004329,
likelihoods =
HashMap.fromList
[("integer (numeric)", -8.004270767353637e-2),
("one", -2.5649493574615367)],
n = 24}}),
ClassData{prior = 0.0, unseen = -3.0910424533583156,
likelihoods = HashMap.fromList [("integer (numeric)", 0.0)],
n = 20}}),
("mm/dd/yyyy",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.9459101490553135,
@ -836,18 +857,28 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("third ordinal",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.044522437723423,
ClassData{prior = -5.129329438755058e-2,
unseen = -3.044522437723423,
likelihoods = HashMap.fromList [("", 0.0)], n = 19},
koData =
ClassData{prior = -2.995732273553991, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("All Saints' Day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Monday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.995732273553991,
ClassData{prior = -5.406722127027582e-2,
unseen = -2.995732273553991,
likelihoods = HashMap.fromList [("", 0.0)], n = 18},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
ClassData{prior = -2.9444389791664407,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("yesterday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
@ -866,6 +897,13 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [], n = 0}}),
("Saint Nicholas Day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("hh:mm:ss",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
@ -894,19 +932,27 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("<integer> (latent time-of-day)",
Classifier{okData =
ClassData{prior = -0.3541718137206139, unseen = -3.784189633918261,
ClassData{prior = -0.3184537311185346, unseen = -3.784189633918261,
likelihoods =
HashMap.fromList
[("integer (numeric)", -7.232066157962613e-2),
("fifteen", -3.068052935133617)],
n = 40},
koData =
ClassData{prior = -1.209837923778334, unseen = -3.044522437723423,
ClassData{prior = -1.2992829841302609,
unseen = -2.9444389791664407,
likelihoods =
HashMap.fromList
[("integer (numeric)", -0.16251892949777494),
("one", -2.3025850929940455)],
n = 17}}),
[("integer (numeric)", -0.1823215567939546),
("one", -2.1972245773362196)],
n = 15}}),
("Labour Day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("nth <time> of <time>",
Classifier{okData =
ClassData{prior = -0.5596157879354228, unseen = -2.833213344056216,
@ -927,6 +973,13 @@ classifiers
("second ordinalWednesdayOctober", -1.9459101490553135),
("first ordinalWednesdayOctober", -1.9459101490553135)],
n = 3}}),
("Valentine's Day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("April",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.1972245773362196,
@ -934,6 +987,13 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("St Stephen's Day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("18th ordinal",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
@ -955,7 +1015,7 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("valentine's day",
("Corpus Christi",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
@ -984,9 +1044,16 @@ classifiers
koData =
ClassData{prior = -0.916290731874155, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),
("Christmas Eve",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<unit-of-duration> as a duration",
Classifier{okData =
ClassData{prior = -2.1226137135450447,
ClassData{prior = -2.1435203983643585,
unseen = -3.9318256327243257,
likelihoods =
HashMap.fromList
@ -1001,24 +1068,24 @@ classifiers
("day (grain)", -2.5257286443082556)],
n = 17},
koData =
ClassData{prior = -0.12751332029895956, unseen = -5.58724865840025,
ClassData{prior = -0.12470347850095725, unseen = -5.60947179518496,
likelihoods =
HashMap.fromList
[("week", -2.0281482472922856),
("month (grain)", -3.0985896589936988),
("hour (grain)", -2.5877640352277083),
("year (grain)", -2.750282964725483),
("second", -3.9740583963475986),
("week (grain)", -2.0281482472922856),
("day", -2.4480020928525494), ("quarter", -3.3862717314454795),
("minute (grain)", -3.0985896589936988),
("year", -2.750282964725483),
("second (grain)", -3.9740583963475986),
("hour", -2.5877640352277083), ("month", -3.0985896589936988),
("quarter (grain)", -3.3862717314454795),
("minute", -3.0985896589936988),
("day (grain)", -2.4480020928525494)],
n = 125}}),
[("week", -2.050454004806584),
("month (grain)", -3.120895416507997),
("hour (grain)", -2.6100697927420065),
("year (grain)", -2.715430308399833),
("second", -3.996364153861897),
("week (grain)", -2.050454004806584),
("day", -2.3869262414277963), ("quarter", -3.4085774889597777),
("minute (grain)", -3.120895416507997),
("year", -2.715430308399833),
("second (grain)", -3.996364153861897),
("hour", -2.6100697927420065), ("month", -3.120895416507997),
("quarter (grain)", -3.4085774889597777),
("minute", -3.120895416507997),
("day (grain)", -2.3869262414277963)],
n = 128}}),
("this <part-of-day>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3025850929940455,
@ -1031,35 +1098,29 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [], n = 0}}),
("christmas eve",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<day-of-month>(ordinal) <named-month>",
Classifier{okData =
ClassData{prior = -0.19671029424605427, unseen = -4.04305126783455,
ClassData{prior = -0.2318016140573243, unseen = -4.060443010546419,
likelihoods =
HashMap.fromList
[("15th ordinalFebruary", -2.9267394020670396),
("8th ordinalAugust", -2.9267394020670396),
("13th ordinalFebruary", -3.332204510175204),
("first ordinalMarch", -2.9267394020670396),
("ordinal (digits)February", -1.540445040947149),
("third ordinalMarch", -3.332204510175204),
("month", -0.8472978603872037),
("ordinal (digits)March", -2.4159137783010487)],
[("15th ordinalFebruary", -2.9444389791664407),
("8th ordinalAugust", -2.9444389791664407),
("13th ordinalFebruary", -3.349904087274605),
("first ordinalMarch", -2.9444389791664407),
("ordinal (digits)February", -1.55814461804655),
("third ordinalMarch", -3.349904087274605),
("month", -0.8649974374866046),
("ordinal (digits)March", -2.4336133554004498)],
n = 23},
koData =
ClassData{prior = -1.7227665977411035, unseen = -3.044522437723423,
ClassData{prior = -1.575536360758419, unseen = -3.1780538303479458,
likelihoods =
HashMap.fromList
[("14th ordinalApril", -1.8971199848858813),
("ordinal (digits)April", -1.6094379124341003),
("month", -1.2039728043259361)],
n = 5}}),
[("14th ordinalApril", -2.03688192726104),
("third ordinalMay", -2.4423470353692043),
("ordinal (digits)April", -1.749199854809259),
("month", -1.1895840668738362)],
n = 6}}),
("<duration> hence",
Classifier{okData =
ClassData{prior = -0.40546510810816444,
@ -1091,18 +1152,13 @@ classifiers
n = 11}}),
("Friday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.3978952727983707,
ClassData{prior = -0.10536051565782628,
unseen = -2.3978952727983707,
likelihoods = HashMap.fromList [("", 0.0)], n = 9},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("new year's eve",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
ClassData{prior = -2.3025850929940455,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("tomorrow",
Classifier{okData =
ClassData{prior = -0.2876820724517809,
@ -1130,6 +1186,20 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Assumption Day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("New Year's Eve",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("half to|till|before <integer> (hour-of-day)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
@ -1159,6 +1229,13 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Palm Sunday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("by <time>",
Classifier{okData =
ClassData{prior = -infinity, unseen = -2.4849066497880004,
@ -1209,11 +1286,13 @@ classifiers
likelihoods = HashMap.fromList [("", 0.0)], n = 8}}),
("Sunday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.044522437723423,
ClassData{prior = -0.10008345855698253,
unseen = -3.044522437723423,
likelihoods = HashMap.fromList [("", 0.0)], n = 19},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
ClassData{prior = -2.3513752571634776,
unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),
("afternoon",
Classifier{okData =
ClassData{prior = -0.5108256237659907,
@ -1397,13 +1476,6 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("thanksgiving day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<duration> after <time>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
@ -1435,6 +1507,20 @@ classifiers
[("integer (numeric)noon", -1.0986122886681098),
("hour", -1.0986122886681098)],
n = 2}}),
("Holy Saturday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Thanksgiving Day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("intersect by \",\"",
Classifier{okData =
ClassData{prior = -0.2282586519809802, unseen = -4.727387818712341,
@ -1592,28 +1678,30 @@ classifiers
("day", -1.6739764335716716), ("year", -2.0794415416798357),
("month", -2.0794415416798357)],
n = 5}}),
("Constitution Day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("last <time>",
Classifier{okData =
ClassData{prior = -1.6094379124341003,
unseen = -2.9444389791664407,
ClassData{prior = -0.5596157879354228,
unseen = -2.5649493574615367,
likelihoods =
HashMap.fromList
[("day", -1.2809338454620642), ("Sunday", -1.791759469228055),
("Tuesday", -1.791759469228055)],
[("day", -0.8754687373538999), ("Sunday", -1.3862943611198906),
("Tuesday", -1.3862943611198906)],
n = 4},
koData =
ClassData{prior = -0.2231435513142097,
unseen = -3.7612001156935624,
ClassData{prior = -0.8472978603872037,
unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("<time-of-day> o'clock", -2.639057329615259),
("intersect", -2.3513752571634776),
("year (latent)", -2.128231705849268),
("Monday", -3.044522437723423),
("<integer> (latent time-of-day)", -2.128231705849268),
("day", -1.791759469228055), ("Sunday", -2.639057329615259),
("year", -2.128231705849268), ("hour", -1.791759469228055)],
n = 16}}),
[("Monday", -1.6094379124341003), ("day", -0.916290731874155),
("Sunday", -1.2039728043259361)],
n = 3}}),
("March",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.995732273553991,
@ -1645,6 +1733,13 @@ classifiers
("10th ordinal", -1.7227665977411035),
("9th ordinal", -1.7227665977411035)],
n = 20}}),
("Easter Sunday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("noon",
Classifier{okData =
ClassData{prior = -1.791759469228055, unseen = -1.3862943611198906,
@ -1653,6 +1748,15 @@ classifiers
ClassData{prior = -0.1823215567939546,
unseen = -2.4849066497880004,
likelihoods = HashMap.fromList [("", 0.0)], n = 10}}),
("Christmas",
Classifier{okData =
ClassData{prior = -0.6931471805599453,
unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -0.6931471805599453,
unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),
("until <time-of-day>",
Classifier{okData =
ClassData{prior = -0.8873031950009028,
@ -1684,6 +1788,13 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Ash Wednesday",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("<time-of-day> rano",
Classifier{okData =
ClassData{prior = -0.10008345855698253,
@ -1758,15 +1869,6 @@ classifiers
("day", -1.6739764335716716),
("day (grain)", -1.6739764335716716)],
n = 4}}),
("christmas",
Classifier{okData =
ClassData{prior = -0.40546510810816444,
unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -1.0986122886681098,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("next n <cycle>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.912023005428146,
@ -1802,7 +1904,7 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("halloween day",
("Halloween Day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
@ -1887,13 +1989,22 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("second ordinal",
("New Year's Day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.639057329615259,
likelihoods = HashMap.fromList [("", 0.0)], n = 12},
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("second ordinal",
Classifier{okData =
ClassData{prior = -8.004270767353637e-2,
unseen = -2.639057329615259,
likelihoods = HashMap.fromList [("", 0.0)], n = 12},
koData =
ClassData{prior = -2.5649493574615367,
unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1}}),
("<time-of-day> popo\322udniu/wieczorem/w nocy",
Classifier{okData =
ClassData{prior = -1.5037877364540559e-2,
@ -2033,7 +2144,8 @@ classifiers
n = 8}}),
("<day-of-month> (non ordinal) <named-month>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.891820298110627,
ClassData{prior = -4.8790164169432056e-2,
unseen = -3.891820298110627,
likelihoods =
HashMap.fromList
[("integer (numeric)September", -3.1780538303479458),
@ -2046,8 +2158,12 @@ classifiers
("integer (numeric)March", -3.1780538303479458)],
n = 20},
koData =
ClassData{prior = -infinity, unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [], n = 0}}),
ClassData{prior = -3.044522437723423, unseen = -2.3978952727983707,
likelihoods =
HashMap.fromList
[("integer (numeric)May", -1.6094379124341003),
("month", -1.6094379124341003)],
n = 1}}),
("this|next <day-of-week>",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.1354942159291497,
@ -2062,11 +2178,13 @@ classifiers
likelihoods = HashMap.fromList [], n = 0}}),
("three",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.5649493574615367,
ClassData{prior = -0.1670540846631662,
unseen = -2.5649493574615367,
likelihoods = HashMap.fromList [("", 0.0)], n = 11},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
ClassData{prior = -1.8718021769015913,
unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2}}),
("ordinal (digits)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -3.4011973816621555,
@ -2110,6 +2228,15 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -1.791759469228055,
likelihoods = HashMap.fromList [], n = 0}}),
("lato",
Classifier{okData =
ClassData{prior = -1.5040773967762742,
unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -0.25131442828090605,
unseen = -2.1972245773362196,
likelihoods = HashMap.fromList [("", 0.0)], n = 7}}),
("morning",
Classifier{okData =
ClassData{prior = -0.7731898882334817,
@ -2131,6 +2258,13 @@ classifiers
-0.6931471805599453),
("hour", -0.6931471805599453)],
n = 2}}),
("Women's Day",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.0986122886681098,
likelihoods = HashMap.fromList [("", 0.0)], n = 1},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("week-end",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.6094379124341003,
@ -2173,12 +2307,13 @@ classifiers
n = 22}}),
("day (grain)",
Classifier{okData =
ClassData{prior = -0.12783337150988489,
ClassData{prior = -0.20479441264601328,
unseen = -3.1780538303479458,
likelihoods = HashMap.fromList [("", 0.0)], n = 22},
koData =
ClassData{prior = -2.120263536200091, unseen = -1.6094379124341003,
likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
ClassData{prior = -1.6863989535702288,
unseen = -1.9459101490553135,
likelihoods = HashMap.fromList [("", 0.0)], n = 5}}),
("9th ordinal",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.1972245773362196,
@ -2240,35 +2375,34 @@ classifiers
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("Pentecost",
Classifier{okData =
ClassData{prior = 0.0, unseen = -1.3862943611198906,
likelihoods = HashMap.fromList [("", 0.0)], n = 2},
koData =
ClassData{prior = -infinity, unseen = -0.6931471805599453,
likelihoods = HashMap.fromList [], n = 0}}),
("this <time>",
Classifier{okData =
ClassData{prior = -0.6286086594223742, unseen = -3.912023005428146,
ClassData{prior = -0.5389965007326869, unseen = -3.784189633918261,
likelihoods =
HashMap.fromList
[("Thursday", -3.1986731175506815),
("on <date>", -3.1986731175506815),
("Wednesday", -3.1986731175506815),
("season", -2.2823823856765264),
("Saturday", -3.1986731175506815),
("evening|night", -3.1986731175506815),
("Monday", -3.1986731175506815),
("Friday", -3.1986731175506815), ("day", -1.4069136483226263),
("Sunday", -3.1986731175506815), ("hour", -2.1000608288825715),
("Tuesday", -3.1986731175506815),
("week-end", -2.505525936990736)],
n = 16},
[("Thursday", -3.068052935133617), ("zima", -2.662587827025453),
("Wednesday", -3.068052935133617),
("Saturday", -3.068052935133617),
("Monday", -3.068052935133617), ("Friday", -3.068052935133617),
("day", -1.276293465905562), ("Sunday", -3.068052935133617),
("hour", -2.374905754573672), ("Tuesday", -3.068052935133617),
("lato", -2.662587827025453), ("week-end", -2.374905754573672)],
n = 14},
koData =
ClassData{prior = -0.7621400520468967, unseen = -3.828641396489095,
ClassData{prior = -0.8754687373538999, unseen = -3.58351893845611,
likelihoods =
HashMap.fromList
[("on <date>", -3.1135153092103742),
("evening|night", -3.1135153092103742),
("April", -2.70805020110221), ("day", -2.70805020110221),
("February", -1.6094379124341003), ("hour", -2.70805020110221),
("month", -1.4087672169719492),
("<named-month> <day-of-month> (non ordinal)",
-2.70805020110221)],
n = 14}}),
[("April", -2.456735772821304),
("February", -1.3581234841531944),
("month", -1.157452788691043)],
n = 10}}),
("<named-month> <day-of-month> (ordinal)",
Classifier{okData =
ClassData{prior = 0.0, unseen = -2.5649493574615367,

View File

@ -12,7 +12,7 @@ module Duckling.Time.Computed
, ramadan, rathaYatra, roshHashana, thaiPongal, thiruOnam
, tishaBAv, tuBishvat, vasantPanchami, vesak
, yomHaatzmaut, vaisakhi, purim, saraswatiJayanti, rabindraJayanti
, ravidassJayanti, pargatDiwas, ugadi
, ravidassJayanti, pargatDiwas, ugadi, ganeshChaturthi
) where
import Data.Maybe
@ -1697,6 +1697,44 @@ rakshaBandhan' = mapMaybe toTimeObjectM
, (2030, 8, 13)
]
ganeshChaturthi :: TimeData
ganeshChaturthi = computedDays ganeshChaturthi'
ganeshChaturthi' :: [TimeObject]
ganeshChaturthi' = mapMaybe toTimeObjectM
[ (2000, 9, 1)
, (2001, 8, 22)
, (2002, 9, 10)
, (2003, 8, 31)
, (2004, 9, 18)
, (2005, 9, 7)
, (2006, 8, 27)
, (2007, 9, 15)
, (2008, 9, 3)
, (2009, 8, 23)
, (2010, 9, 11)
, (2011, 9, 1)
, (2012, 9, 19)
, (2013, 9, 9)
, (2014, 8, 29)
, (2015, 9, 17)
, (2016, 9, 5)
, (2017, 8, 25)
, (2018, 9, 13)
, (2019, 9, 2)
, (2020, 8, 22)
, (2021, 9, 9)
, (2022, 8, 30)
, (2023, 9, 18)
, (2024, 9, 6)
, (2025, 8, 26)
, (2026, 9, 14)
, (2027, 9, 3)
, (2028, 8, 23)
, (2029, 9, 11)
, (2030, 9, 1)
]
mahavirJayanti :: TimeData
mahavirJayanti = computedDays mahavirJayanti'

View File

@ -1773,6 +1773,9 @@ allExamples = concat
, "pargat diwas 2018"
, "Pargat Diwas 2018"
]
, examples (datetimeHoliday (2019, 9, 2, 0, 0, 0) Day "Ganesh Chaturthi")
[ "ganesh chaturthi 2019"
]
, examples (datetimeHoliday (2018, 3, 18, 0, 0, 0) Day "Ugadi")
[ "Ugadi 2018"
, "ugadi 2018"

View File

@ -1824,6 +1824,7 @@ ruleComputedHolidays = mkRuleHolidays
, cycleNthAfter False TG.Day 49 easterSunday )
, ( "Purim", "purim", purim )
, ( "Raksha Bandhan", "raksha(\\s+)?bandhan|rakhi", rakshaBandhan )
, ( "Ganesh Chaturthi", "(ganesh|vinayaka)\\s+chaturthi", ganeshChaturthi )
, ( "Ratha-Yatra", "ratha(\\-|\\s+)?yatra|rathjatra|chariot\\s+festival"
, rathaYatra )
, ( "Pargat Diwas", "pargat diwas|(maharishi )?valmiki jayanti", pargatDiwas )