From 1fa17b01d4a446f476166dcc110009be6e8d1cb2 Mon Sep 17 00:00:00 2001
From: Michael LeMay <mjlemay@fb.com>
Date: Mon, 16 Sep 2019 14:01:53 -0700
Subject: [PATCH] Time/EN: Added Ratha-Yatra holiday

Summary:
Added dates for Ratha-Yatra

I double checked the dates, but still could have messed something up.

Reviewed By: patapizza

Differential Revision: D17358944

fbshipit-source-id: bf7c5f81c83c312166c5e3c960534606b95f0c2e
---
 Duckling/Ranking/Classifiers/EN_AU.hs | 692 ++++++++++++------------
 Duckling/Ranking/Classifiers/EN_BZ.hs | 692 ++++++++++++------------
 Duckling/Ranking/Classifiers/EN_CA.hs | 720 ++++++++++++-------------
 Duckling/Ranking/Classifiers/EN_GB.hs | 719 ++++++++++++-------------
 Duckling/Ranking/Classifiers/EN_IE.hs | 692 ++++++++++++------------
 Duckling/Ranking/Classifiers/EN_IN.hs | 692 ++++++++++++------------
 Duckling/Ranking/Classifiers/EN_JM.hs | 692 ++++++++++++------------
 Duckling/Ranking/Classifiers/EN_NZ.hs | 692 ++++++++++++------------
 Duckling/Ranking/Classifiers/EN_PH.hs | 692 ++++++++++++------------
 Duckling/Ranking/Classifiers/EN_TT.hs | 692 ++++++++++++------------
 Duckling/Ranking/Classifiers/EN_US.hs | 738 +++++++++++++-------------
 Duckling/Ranking/Classifiers/EN_XX.hs | 710 +++++++++++++------------
 Duckling/Ranking/Classifiers/EN_ZA.hs | 692 ++++++++++++------------
 Duckling/Time/Computed.hs             |  43 +-
 Duckling/Time/EN/Corpus.hs            |   3 +
 Duckling/Time/EN/Rules.hs             |   8 +-
 16 files changed, 4645 insertions(+), 4524 deletions(-)

diff --git a/Duckling/Ranking/Classifiers/EN_AU.hs b/Duckling/Ranking/Classifiers/EN_AU.hs
index f72f267f..77bf2d7d 100644
--- a/Duckling/Ranking/Classifiers/EN_AU.hs
+++ b/Duckling/Ranking/Classifiers/EN_AU.hs
@@ -83,10 +83,10 @@ classifiers
                                likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
        ("integer (numeric)",
         Classifier{okData =
-                     ClassData{prior = -0.5644851369496048, unseen = -6.089044875446846,
-                               likelihoods = HashMap.fromList [("", 0.0)], n = 439},
+                     ClassData{prior = -0.5635043216751151, unseen = -6.091309882077698,
+                               likelihoods = HashMap.fromList [("", 0.0)], n = 440},
                    koData =
-                     ClassData{prior = -0.8408420600443324, unseen = -5.814130531825066,
+                     ClassData{prior = -0.8421365586069781, unseen = -5.814130531825066,
                                likelihoods = HashMap.fromList [("", 0.0)], n = 333}}),
        ("<year> (bc|ad)",
         Classifier{okData =
@@ -858,429 +858,429 @@ classifiers
                                likelihoods = HashMap.fromList [], n = 0}}),
        ("intersect",
         Classifier{okData =
-                     ClassData{prior = -0.46021562287957263,
-                               unseen = -7.0909098220799835,
+                     ClassData{prior = -0.45941864780041747,
+                               unseen = -7.093404625868766,
                                likelihoods =
                                  HashMap.fromList
-                                   [("Navaratriyear (latent)", -6.396929655216146),
-                                    ("Karva Chauthyear (latent)", -6.396929655216146),
+                                   [("Navaratriyear (latent)", -6.399426535414734),
+                                    ("Karva Chauthyear (latent)", -6.399426535414734),
                                     ("<day-of-month> (ordinal)in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Maha Shivaratriyear (latent)", -6.396929655216146),
-                                    ("Ramadanyear (latent)", -5.144166686720778),
+                                     -6.399426535414734),
+                                    ("Maha Shivaratriyear (latent)", -6.399426535414734),
+                                    ("Ramadanyear (latent)", -5.146663566919366),
                                     ("<datetime> - <datetime> (interval)on <day>",
-                                     -5.0106352940962555),
-                                    ("Bhai Doojyear (latent)", -6.396929655216146),
-                                    ("hourday", -4.382026634673881),
-                                    ("dayhour", -3.4524906760497056),
+                                     -5.013132174294843),
+                                    ("Bhai Doojyear (latent)", -6.399426535414734),
+                                    ("hourday", -4.384523514872469),
+                                    ("dayhour", -3.4549875562482932),
                                     ("<time-of-day> - <time-of-day> (interval)on <day>",
-                                     -5.0106352940962555),
-                                    ("Martin Luther King's Dayyear (latent)", -5.991464547107982),
-                                    ("Shemini Atzeretyear (latent)", -6.396929655216146),
-                                    ("daymonth", -4.382026634673881),
-                                    ("monthday", -5.991464547107982),
-                                    ("monthyear", -4.605170185988091),
-                                    ("Yom Ha'atzmautyear (latent)", -6.396929655216146),
-                                    ("Vijayadashamiyear (latent)", -6.396929655216146),
-                                    ("Thai Pongalyear (latent)", -5.703782474656201),
-                                    ("Thiru Onamyear (latent)", -5.703782474656201),
-                                    ("hhhmmabsorption of , after named day", -6.396929655216146),
-                                    ("Tuesdaythe <day-of-month> (ordinal)", -6.396929655216146),
+                                     -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),
                                     ("from <datetime> - <datetime> (interval)July",
-                                     -5.480638923341991),
-                                    ("<day-of-month> (ordinal)Wednesday", -6.396929655216146),
-                                    ("Krishna Janmashtamiyear (latent)", -5.991464547107982),
-                                    ("Guru Gobind Singh Jayantiyear (latent)", -6.396929655216146),
-                                    ("houryear", -5.480638923341991),
+                                     -5.483135803540579),
+                                    ("<day-of-month> (ordinal)Wednesday", -6.399426535414734),
+                                    ("Krishna Janmashtamiyear (latent)", -5.993961427306569),
+                                    ("Guru Gobind Singh Jayantiyear (latent)", -6.399426535414734),
+                                    ("houryear", -5.483135803540579),
                                     ("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-                                     -6.396929655216146),
-                                    ("Christmas<time-of-day> am|pm", -6.396929655216146),
+                                     -6.399426535414734),
+                                    ("Christmas<time-of-day> am|pm", -6.399426535414734),
                                     ("last <day-of-week> of <time>year (latent)",
-                                     -6.396929655216146),
+                                     -6.399426535414734),
                                     ("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.703782474656201),
-                                    ("intersectin|during <named-month>|year", -6.396929655216146),
-                                    ("<time-of-day> am|pmintersect", -5.144166686720778),
-                                    ("Earth Houryear (latent)", -6.396929655216146),
-                                    ("Octoberyear (latent)", -4.892852258439873),
-                                    ("intersect<time-of-day> am|pm", -6.396929655216146),
-                                    ("Mattu Pongalyear (latent)", -6.396929655216146),
-                                    ("Shavuotyear (latent)", -6.396929655216146),
-                                    ("Parsi New Yearyear (latent)", -5.480638923341991),
+                                     -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),
                                     ("at <time-of-day>in|within|after <duration>",
-                                     -6.396929655216146),
-                                    ("Thursdayhh(:mm) - <time-of-day> am|pm", -6.396929655216146),
-                                    ("todayin|within|after <duration>", -6.396929655216146),
+                                     -6.399426535414734),
+                                    ("Thursdayhh(:mm) - <time-of-day> am|pm", -6.399426535414734),
+                                    ("todayin|within|after <duration>", -6.399426535414734),
                                     ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-                                     -5.991464547107982),
-                                    ("Marchyear (latent)", -6.396929655216146),
+                                     -5.993961427306569),
+                                    ("Marchyear (latent)", -6.399426535414734),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"hhhmm",
-                                     -5.991464547107982),
-                                    ("Sukkotyear (latent)", -5.991464547107982),
-                                    ("hhhmmintersect", -5.991464547107982),
+                                     -5.993961427306569),
+                                    ("Sukkotyear (latent)", -5.993961427306569),
+                                    ("hhhmmintersect", -5.993961427306569),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-                                     -5.991464547107982),
-                                    ("Clean Mondayyear (latent)", -5.991464547107982),
-                                    ("monthhour", -5.991464547107982),
+                                     -5.993961427306569),
+                                    ("Clean Mondayyear (latent)", -5.993961427306569),
+                                    ("monthhour", -5.993961427306569),
                                     ("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.703782474656201),
-                                    ("todayat <time-of-day>", -6.396929655216146),
-                                    ("Thursday<time> timezone", -3.9990343824177756),
-                                    ("time-of-day (latent)tonight", -5.991464547107982),
-                                    ("from|since|after <time>December", -6.396929655216146),
-                                    ("<time-of-day> am|pmon <day>", -4.382026634673881),
+                                     -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),
                                     ("this <time>hh(:mm) - <time-of-day> am|pm",
-                                     -6.396929655216146),
-                                    ("yyyy-mm-ddhh:mm:ss", -5.991464547107982),
-                                    ("dayday", -3.6888794541139363),
-                                    ("<time> <part-of-day>at <time-of-day>", -6.396929655216146),
-                                    ("tonightat <time-of-day>", -6.396929655216146),
+                                     -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),
                                     ("<time-of-day> am|pmabsorption of , after named day",
-                                     -5.703782474656201),
+                                     -5.7062793548547885),
                                     ("Dayananda Saraswati Jayantiyear (latent)",
-                                     -6.396929655216146),
-                                    ("today<time-of-day> am|pm", -6.396929655216146),
-                                    ("Februarythe <day-of-month> (ordinal)", -5.991464547107982),
-                                    ("at <time-of-day><time> <part-of-day>", -6.396929655216146),
-                                    ("<day-of-month> (ordinal)intersect", -5.991464547107982),
-                                    ("hourhour", -4.31748811353631),
-                                    ("Mahavir Jayantiyear (latent)", -5.991464547107982),
-                                    ("Navaratriin|during <named-month>|year", -6.396929655216146),
-                                    ("Wednesdaythis|last|next <cycle>", -6.396929655216146),
-                                    ("Lentyear (latent)", -6.396929655216146),
+                                     -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),
                                     ("intersect<named-month> <day-of-month> (non ordinal)",
-                                     -4.5251274783145545),
-                                    ("Boghiyear (latent)", -6.396929655216146),
-                                    ("dayyear", -1.8805906829346708),
+                                     -4.527624358513142),
+                                    ("Boghiyear (latent)", -6.399426535414734),
+                                    ("dayyear", -1.8776379583656932),
                                     ("Karva Chauthin|during <named-month>|year",
-                                     -6.396929655216146),
-                                    ("Thursdayfrom|since|after <time>", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("Thursdayfrom|since|after <time>", -5.993961427306569),
                                     ("<time-of-day> o'clockin|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Thursdayat <time-of-day>", -5.703782474656201),
-                                    ("Islamic New Yearyear (latent)", -5.991464547107982),
-                                    ("Laylat al-Qadryear (latent)", -5.480638923341991),
-                                    ("Shrove Tuesdayyear (latent)", -6.396929655216146),
+                                     -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),
                                     ("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-                                     -5.703782474656201),
-                                    ("<time-of-day> am|pmtomorrow", -5.703782474656201),
-                                    ("Yom Kippuryear (latent)", -6.396929655216146),
-                                    ("<day-of-month> (ordinal)Tuesday", -5.991464547107982),
-                                    ("<part-of-day> of <time>year (latent)", -6.396929655216146),
-                                    ("minutehour", -5.144166686720778),
-                                    ("Kaanum Pongalyear (latent)", -5.991464547107982),
-                                    ("Maha Saptamiyear (latent)", -6.396929655216146),
+                                     -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),
                                     ("at <time-of-day>in|during the <part-of-day>",
-                                     -5.991464547107982),
-                                    ("time-of-day (latent)tomorrow", -5.480638923341991),
-                                    ("part of daysat <time-of-day>", -5.991464547107982),
+                                     -5.993961427306569),
+                                    ("time-of-day (latent)tomorrow", -5.483135803540579),
+                                    ("part of daysat <time-of-day>", -5.993961427306569),
                                     ("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-                                     -4.382026634673881),
-                                    ("for <duration> from <time>December", -6.396929655216146),
-                                    ("tomorrow<time-of-day> sharp|exactly", -6.396929655216146),
+                                     -4.384523514872469),
+                                    ("for <duration> from <time>December", -6.399426535414734),
+                                    ("tomorrow<time-of-day> sharp|exactly", -6.399426535414734),
                                     ("Thursdayfrom <datetime> - <datetime> (interval)",
-                                     -5.144166686720778),
+                                     -5.146663566919366),
                                     ("intersect by \",\", \"of\", \"from\" for yearhhhmm",
-                                     -5.144166686720778),
-                                    ("time-of-day (latent)this <part-of-day>", -6.396929655216146),
-                                    ("Pentecostyear (latent)", -6.396929655216146),
+                                     -5.146663566919366),
+                                    ("time-of-day (latent)this <part-of-day>", -6.399426535414734),
+                                    ("Pentecostyear (latent)", -6.399426535414734),
                                     ("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-                                     -5.144166686720778),
-                                    ("<day-of-month> (ordinal)February", -6.396929655216146),
-                                    ("Eid al-Fitryear (latent)", -5.0106352940962555),
+                                     -5.146663566919366),
+                                    ("<day-of-month> (ordinal)February", -6.399426535414734),
+                                    ("Eid al-Fitryear (latent)", -5.013132174294843),
                                     ("Vasant Panchamiin|during <named-month>|year",
-                                     -6.396929655216146),
-                                    ("Mondayin|during the <part-of-day>", -6.396929655216146),
-                                    ("Chhathin|during <named-month>|year", -6.396929655216146),
-                                    ("Diwaliin|during <named-month>|year", -6.396929655216146),
-                                    ("Vaisakhiin|during <named-month>|year", -6.396929655216146),
-                                    ("Guru Ravidass Jayantiyear (latent)", -5.144166686720778),
-                                    ("Raksha Bandhanyear (latent)", -6.396929655216146),
-                                    ("daysecond", -5.991464547107982),
+                                     -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),
                                     ("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-                                     -5.991464547107982),
-                                    ("Ashurayear (latent)", -6.396929655216146),
-                                    ("Tuesdayin|during <named-month>|year", -6.396929655216146),
-                                    ("Chinese New Yearyear (latent)", -6.396929655216146),
-                                    ("tomorrowintersect", -6.396929655216146),
-                                    ("Lag BaOmeryear (latent)", -6.396929655216146),
+                                     -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),
                                     ("last weekend of <named-month>year (latent)",
-                                     -6.396929655216146),
-                                    ("Eid al-Adhayear (latent)", -4.2568634917198755),
-                                    ("intersectin|during the <part-of-day>", -6.396929655216146),
-                                    ("Palm Sundayyear (latent)", -6.396929655216146),
-                                    ("Christmasat <time-of-day>", -6.396929655216146),
-                                    ("Passoveryear (latent)", -6.396929655216146),
-                                    ("Lazarus Saturdayyear (latent)", -6.396929655216146),
+                                     -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),
                                     ("<day-of-month> (ordinal or number) <named-month>year (latent)",
-                                     -6.396929655216146),
-                                    ("hhhmmon <day>", -5.480638923341991),
-                                    ("Yom HaShoahyear (latent)", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("hhhmmon <day>", -5.483135803540579),
+                                    ("Yom HaShoahyear (latent)", -5.993961427306569),
                                     ("Thursday<datetime> - <datetime> (interval)",
-                                     -5.991464547107982),
+                                     -5.993961427306569),
                                     ("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Septemberyear (latent)", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("Septemberyear (latent)", -5.993961427306569),
                                     ("Thursday<time-of-day> - <time-of-day> (interval)",
-                                     -4.892852258439873),
-                                    ("Halloweenyear (latent)", -6.396929655216146),
+                                     -4.895349138638459),
+                                    ("Halloweenyear (latent)", -6.399426535414734),
                                     ("<ordinal> last <cycle> of <time>year (latent)",
-                                     -5.991464547107982),
+                                     -5.993961427306569),
                                     ("from <time-of-day> - <time-of-day> (interval)on <day>",
-                                     -5.703782474656201),
+                                     -5.7062793548547885),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
-                                     -6.396929655216146),
-                                    ("at <time-of-day>intersect", -5.480638923341991),
-                                    ("Rosh Hashanahyear (latent)", -5.703782474656201),
-                                    ("Dhanterasyear (latent)", -6.396929655216146),
-                                    ("Tu BiShvatyear (latent)", -6.396929655216146),
-                                    ("<day-of-month> (ordinal)December", -5.703782474656201),
-                                    ("Holiyear (latent)", -5.703782474656201),
+                                     -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),
                                     ("<time-of-day> - <time-of-day> (interval)tomorrow",
-                                     -6.396929655216146),
-                                    ("Holika Dahanyear (latent)", -5.703782474656201),
+                                     -6.399426535414734),
+                                    ("Holika Dahanyear (latent)", -5.7062793548547885),
                                     ("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.991464547107982),
-                                    ("dayminute", -3.082743650543621),
-                                    ("Mawlidyear (latent)", -6.396929655216146),
+                                     -5.993961427306569),
+                                    ("dayminute", -3.0852405307422077),
+                                    ("Mawlidyear (latent)", -6.399426535414734),
                                     ("from <datetime> - <datetime> (interval)on <day>",
-                                     -5.991464547107982),
+                                     -5.993961427306569),
                                     ("<datetime> - <datetime> (interval)tomorrow",
-                                     -6.396929655216146),
-                                    ("Jumu'atul-Widayear (latent)", -5.480638923341991),
-                                    ("minuteday", -2.659260036932778),
+                                     -6.399426535414734),
+                                    ("Jumu'atul-Widayear (latent)", -5.483135803540579),
+                                    ("minuteday", -2.6617569171313655),
                                     ("absorption of , after named dayintersect",
-                                     -5.703782474656201),
-                                    ("intersectyear (latent)", -6.396929655216146),
-                                    ("Orthodox Easter Sundayyear (latent)", -6.396929655216146),
+                                     -5.7062793548547885),
+                                    ("intersectyear (latent)", -6.399426535414734),
+                                    ("Orthodox Easter Sundayyear (latent)", -6.399426535414734),
                                     ("time-of-day (latent)in|within|after <duration>",
-                                     -6.396929655216146),
+                                     -6.399426535414734),
                                     ("<ordinal> <cycle> of <time>year (latent)",
-                                     -6.396929655216146),
-                                    ("intersecthhhmm", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("intersecthhhmm", -5.993961427306569),
                                     ("the <day-of-month> (ordinal)in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Boss's Dayyear (latent)", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("Boss's Dayyear (latent)", -5.993961427306569),
                                     ("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -6.396929655216146),
-                                    ("Global Youth Service Dayyear (latent)", -6.396929655216146),
-                                    ("Dhanterasin|during <named-month>|year", -6.396929655216146),
-                                    ("Tisha B'Avyear (latent)", -6.396929655216146),
-                                    ("Isra and Mi'rajyear (latent)", -5.480638923341991),
-                                    ("at <time-of-day>on <day>", -4.787491742782046),
+                                     -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),
                                     ("at <time-of-day>absorption of , after named day",
-                                     -5.991464547107982),
+                                     -5.993961427306569),
                                     ("time-of-day (latent)<time> <part-of-day>",
-                                     -5.703782474656201),
-                                    ("Christmasyear (latent)", -5.991464547107982),
-                                    ("Naraka Chaturdashiyear (latent)", -5.991464547107982),
-                                    ("Thai Pongalin|during <named-month>|year", -6.396929655216146),
-                                    ("dayweek", -6.396929655216146),
-                                    ("Easter Sundayyear (latent)", -5.703782474656201),
+                                     -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),
                                     ("between <time-of-day> and <time-of-day> (interval)on <day>",
-                                     -5.991464547107982),
-                                    ("weekyear", -5.298317366548036),
-                                    ("King's Dayyear (latent)", -4.892852258439873),
-                                    ("hh:mmin|during the <part-of-day>", -5.480638923341991),
+                                     -5.993961427306569),
+                                    ("weekyear", -5.300814246746624),
+                                    ("King's Dayyear (latent)", -4.895349138638459),
+                                    ("hh:mmin|during the <part-of-day>", -5.483135803540579),
                                     ("<cycle> after|before <time><time-of-day> am|pm",
-                                     -5.991464547107982),
-                                    ("Hanukkahyear (latent)", -5.703782474656201),
-                                    ("February<time> <part-of-day>", -6.396929655216146),
+                                     -5.993961427306569),
+                                    ("Hanukkahyear (latent)", -5.7062793548547885),
+                                    ("February<time> <part-of-day>", -6.399426535414734),
                                     ("time-of-day (latent)in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Great Lentyear (latent)", -6.396929655216146),
-                                    ("tomorrowat <time-of-day>", -5.703782474656201),
+                                     -6.399426535414734),
+                                    ("Great Lentyear (latent)", -6.399426535414734),
+                                    ("tomorrowat <time-of-day>", -5.7062793548547885),
                                     ("hhmm (latent)in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Ugadiyear (latent)", -5.0106352940962555),
-                                    ("Vaisakhiyear (latent)", -5.703782474656201),
+                                     -6.399426535414734),
+                                    ("Ugadiyear (latent)", -5.013132174294843),
+                                    ("Vaisakhiyear (latent)", -5.7062793548547885),
                                     ("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-                                     -5.703782474656201),
-                                    ("last <cycle> of <time>year (latent)", -5.703782474656201),
-                                    ("at <time-of-day>tomorrow", -5.991464547107982),
-                                    ("tomorrow<time-of-day> am|pm", -6.396929655216146),
+                                     -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),
                                     ("<named-month> <day-of-month> (non ordinal)year (latent)",
-                                     -6.396929655216146),
-                                    ("Diwaliyear (latent)", -6.396929655216146),
-                                    ("between <time> and <time>on <day>", -5.991464547107982),
-                                    ("Black Fridayyear (latent)", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("Diwaliyear (latent)", -6.399426535414734),
+                                    ("between <time> and <time>on <day>", -5.993961427306569),
+                                    ("Black Fridayyear (latent)", -5.993961427306569),
                                     ("the <ordinal> last <cycle> of <time>year (latent)",
-                                     -6.396929655216146),
+                                     -6.399426535414734),
                                     ("in|during the <part-of-day>at <time-of-day>",
-                                     -6.396929655216146),
-                                    ("Chhathyear (latent)", -5.991464547107982),
-                                    ("Vasant Panchamiyear (latent)", -6.396929655216146),
-                                    ("Rabindra Jayantiyear (latent)", -5.144166686720778),
-                                    ("St Patrick's Dayyear (latent)", -6.396929655216146),
-                                    ("Thursday<time> (timezone)", -6.396929655216146),
+                                     -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),
                                     ("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Pargat Diwasyear (latent)", -5.144166686720778),
-                                    ("<datetime> - <datetime> (interval)July", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("Pargat Diwasyear (latent)", -5.146663566919366),
+                                    ("<datetime> - <datetime> (interval)July", -5.993961427306569),
                                     ("on <day><named-month> <day-of-month> (non ordinal)",
-                                     -5.703782474656201),
-                                    ("Februaryintersect", -6.396929655216146),
-                                    ("Simchat Torahyear (latent)", -6.396929655216146),
-                                    ("minuteyear", -6.396929655216146)],
-                               n = 462},
+                                     -5.7062793548547885),
+                                    ("Februaryintersect", -6.399426535414734),
+                                    ("Simchat Torahyear (latent)", -6.399426535414734),
+                                    ("minuteyear", -6.399426535414734)],
+                               n = 463},
                    koData =
-                     ClassData{prior = -0.9973585549629368, unseen = -6.705639094860003,
+                     ClassData{prior = -0.9987237428882767, unseen = -6.706862336602747,
                                likelihoods =
                                  HashMap.fromList
-                                   [("Thursdayhhhmm", -4.507189777627888),
-                                    ("hourday", -3.6133719016057912),
+                                   [("Thursdayhhhmm", -4.508414517523783),
+                                    ("hourday", -3.614596641501687),
                                     ("<hour-of-day> <integer><time-of-day> am|pm",
-                                     -6.0112671744041615),
-                                    ("<day-of-month> (ordinal)August", -6.0112671744041615),
-                                    ("dayhour", -3.446317816942625),
-                                    ("<time> timezoneyear (latent)", -5.318119993844216),
+                                     -6.012491914300058),
+                                    ("<day-of-month> (ordinal)August", -6.012491914300058),
+                                    ("dayhour", -3.447542556838521),
+                                    ("<time> timezoneyear (latent)", -5.319344733740112),
                                     ("<time-of-day> - <time-of-day> (interval)on <day>",
-                                     -5.094976442530006),
-                                    ("Tuesdayfrom|since|after <time>", -5.318119993844216),
-                                    ("daymonth", -3.337118524977633),
-                                    ("monthyear", -4.758504205908793),
-                                    ("<time-of-day> am|pmyear (latent)", -5.318119993844216),
-                                    ("Thai Pongalyear (latent)", -5.318119993844216),
-                                    ("intersecthh:mm", -6.0112671744041615),
+                                     -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),
                                     ("from <datetime> - <datetime> (interval)July",
-                                     -5.605802066295998),
-                                    ("<day-of-month> (ordinal)Wednesday", -6.0112671744041615),
-                                    ("houryear", -4.624972813284271),
+                                     -5.607026806191893),
+                                    ("<day-of-month> (ordinal)Wednesday", -6.012491914300058),
+                                    ("houryear", -4.626197553180167),
                                     ("from <time-of-day> - <time-of-day> (interval)July",
-                                     -6.0112671744041615),
-                                    ("<day-of-month> (ordinal)October", -6.0112671744041615),
+                                     -6.012491914300058),
+                                    ("<day-of-month> (ordinal)October", -6.012491914300058),
                                     ("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.318119993844216),
-                                    ("hournograin", -4.758504205908793),
-                                    ("<time-of-day> am|pmintersect", -4.758504205908793),
-                                    ("Octoberyear (latent)", -6.0112671744041615),
+                                     -5.319344733740112),
+                                    ("hournograin", -4.75972894580469),
+                                    ("<time-of-day> am|pmintersect", -4.75972894580469),
+                                    ("Octoberyear (latent)", -6.012491914300058),
                                     ("time-of-day (latent)intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.605802066295998),
-                                    ("until <time>on <day>", -5.318119993844216),
-                                    ("time-of-day (latent)intersect", -5.318119993844216),
-                                    ("todayin <number> (implicit minutes)", -6.0112671744041615),
+                                     -5.607026806191893),
+                                    ("until <time>on <day>", -5.319344733740112),
+                                    ("time-of-day (latent)intersect", -5.319344733740112),
+                                    ("todayin <number> (implicit minutes)", -6.012491914300058),
                                     ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-                                     -5.318119993844216),
+                                     -5.319344733740112),
                                     ("about|exactly <time-of-day>year (latent)",
-                                     -6.0112671744041615),
-                                    ("hh:mmon <day>", -4.758504205908793),
-                                    ("hhhmmintersect", -5.605802066295998),
-                                    ("absorption of , after named dayJuly", -5.094976442530006),
-                                    ("from|since|after <time>July", -5.605802066295998),
+                                     -6.012491914300058),
+                                    ("hh:mmon <day>", -4.75972894580469),
+                                    ("hhhmmintersect", -5.607026806191893),
+                                    ("absorption of , after named dayJuly", -5.096201182425903),
+                                    ("from|since|after <time>July", -5.607026806191893),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-                                     -5.094976442530006),
-                                    ("Clean Mondayyear (latent)", -6.0112671744041615),
-                                    ("monthhour", -6.0112671744041615),
+                                     -5.096201182425903),
+                                    ("Clean Mondayyear (latent)", -6.012491914300058),
+                                    ("monthhour", -6.012491914300058),
                                     ("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.605802066295998),
-                                    ("hourmonth", -4.139464997502571),
-                                    ("todayat <time-of-day>", -6.0112671744041615),
-                                    ("hhhmmyear (latent)", -4.758504205908793),
-                                    ("from|since|after <time>December", -6.0112671744041615),
+                                     -5.607026806191893),
+                                    ("hourmonth", -4.140689737398466),
+                                    ("todayat <time-of-day>", -6.012491914300058),
+                                    ("hhhmmyear (latent)", -4.75972894580469),
+                                    ("from|since|after <time>December", -6.012491914300058),
                                     ("from|since|after <time><time-of-day> am|pm",
-                                     -6.0112671744041615),
-                                    ("<time-of-day> am|pmon <day>", -4.758504205908793),
-                                    ("Mondayyear (latent)", -5.318119993844216),
-                                    ("dayday", -4.624972813284271),
-                                    ("on <day>September", -5.318119993844216),
-                                    ("time-of-day (latent)September", -5.605802066295998),
-                                    ("hourhour", -5.605802066295998),
-                                    ("time-of-day (latent)on <day>", -4.507189777627888),
-                                    ("Thursdaydd/mm", -6.0112671744041615),
+                                     -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),
                                     ("time-of-day (latent)<cycle> after|before <time>",
-                                     -5.605802066295998),
-                                    ("dayyear", -3.0934964423198825),
-                                    ("New Year's Dayyear (latent)", -5.094976442530006),
-                                    ("time-of-day (latent)Sunday", -5.605802066295998),
-                                    ("Thursdayfrom|since|after <time>", -4.306519082165736),
-                                    ("Thursdayat <time-of-day>", -4.401829261970061),
+                                     -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),
                                     ("<integer> to|till|before <hour-of-day>September",
-                                     -6.0112671744041615),
-                                    ("Aprilyear (latent)", -6.0112671744041615),
-                                    ("the <day-of-month> (ordinal)July", -6.0112671744041615),
-                                    ("the <day-of-month> (number)July", -6.0112671744041615),
-                                    ("monthminute", -6.0112671744041615),
-                                    ("<time-of-day> am|pmtomorrow", -6.0112671744041615),
-                                    ("Thursdayhh:mm", -5.094976442530006),
-                                    ("<day-of-month> (ordinal)Tuesday", -5.605802066295998),
-                                    ("minutemonth", -3.871201010907891),
-                                    ("time-of-day (latent)Friday", -5.605802066295998),
-                                    ("minutehour", -6.0112671744041615),
-                                    ("Augustyear (latent)", -5.605802066295998),
-                                    ("week-endin|during <named-month>|year", -6.0112671744041615),
-                                    ("time-of-day (latent)Tuesday", -5.605802066295998),
+                                     -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),
                                     ("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-                                     -6.0112671744041615),
-                                    ("Sundayyear (latent)", -5.094976442530006),
-                                    ("Christmasat <time-of-day>", -6.0112671744041615),
-                                    ("from|since|after <time>year (latent)", -4.912654885736052),
-                                    ("hhhmmon <day>", -5.094976442530006),
-                                    ("yesterday<time-of-day> am|pm", -6.0112671744041615),
-                                    ("<day-of-month> (ordinal)July", -5.318119993844216),
+                                     -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),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-                                     -6.0112671744041615),
+                                     -6.012491914300058),
                                     ("Thursday<time-of-day> - <time-of-day> (interval)",
-                                     -6.0112671744041615),
+                                     -6.012491914300058),
                                     ("in|during <named-month>|yearyear (latent)",
-                                     -6.0112671744041615),
-                                    ("at <time-of-day>intersect", -5.094976442530006),
-                                    ("hh:mmyear (latent)", -4.624972813284271),
-                                    ("Holiyear (latent)", -6.0112671744041615),
-                                    ("until <time><time-of-day> am|pm", -6.0112671744041615),
+                                     -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),
                                     ("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.605802066295998),
-                                    ("dayminute", -3.1780538303479458),
-                                    ("yyyy-mm-ddhh:mm", -5.605802066295998),
-                                    ("intersectfrom|since|after <time>", -5.605802066295998),
-                                    ("intersectSeptember", -4.139464997502571),
-                                    ("minuteday", -2.8542667532540484),
+                                     -5.607026806191893),
+                                    ("dayminute", -3.1792785702438415),
+                                    ("yyyy-mm-ddhh:mm", -5.607026806191893),
+                                    ("intersectfrom|since|after <time>", -5.607026806191893),
+                                    ("intersectSeptember", -4.140689737398466),
+                                    ("minuteday", -2.855491493149944),
                                     ("absorption of , after named dayintersect",
-                                     -6.0112671744041615),
-                                    ("intersectyear (latent)", -6.0112671744041615),
-                                    ("Februaryin|during the <part-of-day>", -6.0112671744041615),
+                                     -6.012491914300058),
+                                    ("intersectyear (latent)", -6.012491914300058),
+                                    ("Februaryin|during the <part-of-day>", -6.012491914300058),
                                     ("<duration> after|before|from|past <time>December",
-                                     -6.0112671744041615),
-                                    ("time-of-day (latent)July", -5.318119993844216),
-                                    ("Saturdayyear (latent)", -6.0112671744041615),
+                                     -6.012491914300058),
+                                    ("time-of-day (latent)July", -5.319344733740112),
+                                    ("Saturdayyear (latent)", -6.012491914300058),
                                     ("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -6.0112671744041615),
-                                    ("at <time-of-day>on <day>", -5.094976442530006),
-                                    ("absorption of , after named daySeptember",
-                                     -4.758504205908793),
-                                    ("Naraka Chaturdashiyear (latent)", -6.0112671744041615),
-                                    ("from|since|after <time>on <day>", -5.094976442530006),
-                                    ("dayweek", -6.0112671744041615),
-                                    ("Easter Sundayyear (latent)", -5.605802066295998),
-                                    ("Thursday<time-of-day> am|pm", -4.758504205908793),
-                                    ("weekyear", -5.605802066295998),
-                                    ("time-of-day (latent)Thursday", -5.605802066295998),
+                                     -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),
                                     ("<named-month> <day-of-month> (non ordinal)until <time>",
-                                     -6.0112671744041615),
-                                    ("<day-of-month> (ordinal)April", -6.0112671744041615),
+                                     -6.012491914300058),
+                                    ("<day-of-month> (ordinal)April", -6.012491914300058),
                                     ("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-                                     -5.605802066295998),
+                                     -5.607026806191893),
                                     ("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-                                     -5.318119993844216),
-                                    ("Sundayfrom|since|after <time>", -6.0112671744041615),
-                                    ("absorption of , after named dayFebruary", -5.094976442530006),
+                                     -5.319344733740112),
+                                    ("Sundayfrom|since|after <time>", -6.012491914300058),
+                                    ("absorption of , after named dayFebruary", -5.096201182425903),
                                     ("time-of-day (latent)in|during the <part-of-day>",
-                                     -5.605802066295998),
+                                     -5.607026806191893),
                                     ("July<integer> to|till|before <hour-of-day>",
-                                     -6.0112671744041615),
-                                    ("tomorrowat <time-of-day>", -6.0112671744041615),
-                                    ("daynograin", -5.605802066295998),
+                                     -6.012491914300058),
+                                    ("tomorrowat <time-of-day>", -6.012491914300058),
+                                    ("daynograin", -5.607026806191893),
                                     ("<integer> to|till|before <hour-of-day>July",
-                                     -5.605802066295998),
-                                    ("last <cycle> of <time>year (latent)", -5.605802066295998),
-                                    ("tomorrow<time-of-day> am|pm", -6.0112671744041615),
+                                     -5.607026806191893),
+                                    ("last <cycle> of <time>year (latent)", -5.607026806191893),
+                                    ("tomorrow<time-of-day> am|pm", -6.012491914300058),
                                     ("<named-month> <day-of-month> (non ordinal)year (latent)",
-                                     -5.318119993844216),
-                                    ("Diwaliyear (latent)", -5.605802066295998),
+                                     -5.319344733740112),
+                                    ("Diwaliyear (latent)", -5.607026806191893),
                                     ("<time-of-day> - <time-of-day> (interval)July",
-                                     -6.0112671744041615),
-                                    ("Fridayyear (latent)", -5.605802066295998),
-                                    ("time-of-day (latent)April", -6.0112671744041615),
-                                    ("minuteyear", -3.8140425970679424)],
+                                     -6.012491914300058),
+                                    ("Fridayyear (latent)", -5.607026806191893),
+                                    ("time-of-day (latent)April", -6.012491914300058),
+                                    ("minuteyear", -3.815267336963838)],
                                n = 270}}),
        ("one eleven",
         Classifier{okData =
@@ -1556,15 +1556,14 @@ classifiers
                                likelihoods = HashMap.fromList [], n = 0}}),
        ("year (latent)",
         Classifier{okData =
-                     ClassData{prior = -0.15006069457573323,
-                               unseen = -5.3706380281276624,
+                     ClassData{prior = -0.1494000770686605, unseen = -5.375278407684165,
                                likelihoods =
                                  HashMap.fromList
-                                   [("integer (numeric)", -2.8437935320533514e-2),
-                                    ("intersect 2 numbers", -3.979681653901961)],
-                               n = 210},
+                                   [("integer (numeric)", -2.830377616285182e-2),
+                                    ("intersect 2 numbers", -3.984343667007772)],
+                               n = 211},
                    koData =
-                     ClassData{prior = -1.9708077006770406,
+                     ClassData{prior = -1.9748976859285656,
                                unseen = -3.6635616461296463,
                                likelihoods =
                                  HashMap.fromList
@@ -2059,6 +2058,13 @@ classifiers
                    koData =
                      ClassData{prior = -infinity, unseen = -0.6931471805599453,
                                likelihoods = HashMap.fromList [], n = 0}}),
+       ("Ratha-Yatra",
+        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}}),
        ("Palm Sunday",
         Classifier{okData =
                      ClassData{prior = 0.0, unseen = -1.3862943611198906,
diff --git a/Duckling/Ranking/Classifiers/EN_BZ.hs b/Duckling/Ranking/Classifiers/EN_BZ.hs
index 0e2d4ba3..3c877934 100644
--- a/Duckling/Ranking/Classifiers/EN_BZ.hs
+++ b/Duckling/Ranking/Classifiers/EN_BZ.hs
@@ -83,10 +83,10 @@ classifiers
                                likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
        ("integer (numeric)",
         Classifier{okData =
-                     ClassData{prior = -0.5644851369496048, unseen = -6.089044875446846,
-                               likelihoods = HashMap.fromList [("", 0.0)], n = 439},
+                     ClassData{prior = -0.5635043216751151, unseen = -6.091309882077698,
+                               likelihoods = HashMap.fromList [("", 0.0)], n = 440},
                    koData =
-                     ClassData{prior = -0.8408420600443324, unseen = -5.814130531825066,
+                     ClassData{prior = -0.8421365586069781, unseen = -5.814130531825066,
                                likelihoods = HashMap.fromList [("", 0.0)], n = 333}}),
        ("<year> (bc|ad)",
         Classifier{okData =
@@ -858,429 +858,429 @@ classifiers
                                likelihoods = HashMap.fromList [], n = 0}}),
        ("intersect",
         Classifier{okData =
-                     ClassData{prior = -0.46021562287957263,
-                               unseen = -7.0909098220799835,
+                     ClassData{prior = -0.45941864780041747,
+                               unseen = -7.093404625868766,
                                likelihoods =
                                  HashMap.fromList
-                                   [("Navaratriyear (latent)", -6.396929655216146),
-                                    ("Karva Chauthyear (latent)", -6.396929655216146),
+                                   [("Navaratriyear (latent)", -6.399426535414734),
+                                    ("Karva Chauthyear (latent)", -6.399426535414734),
                                     ("<day-of-month> (ordinal)in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Maha Shivaratriyear (latent)", -6.396929655216146),
-                                    ("Ramadanyear (latent)", -5.144166686720778),
+                                     -6.399426535414734),
+                                    ("Maha Shivaratriyear (latent)", -6.399426535414734),
+                                    ("Ramadanyear (latent)", -5.146663566919366),
                                     ("<datetime> - <datetime> (interval)on <day>",
-                                     -5.0106352940962555),
-                                    ("Bhai Doojyear (latent)", -6.396929655216146),
-                                    ("hourday", -4.382026634673881),
-                                    ("dayhour", -3.4524906760497056),
+                                     -5.013132174294843),
+                                    ("Bhai Doojyear (latent)", -6.399426535414734),
+                                    ("hourday", -4.384523514872469),
+                                    ("dayhour", -3.4549875562482932),
                                     ("<time-of-day> - <time-of-day> (interval)on <day>",
-                                     -5.0106352940962555),
-                                    ("Martin Luther King's Dayyear (latent)", -5.991464547107982),
-                                    ("Shemini Atzeretyear (latent)", -6.396929655216146),
-                                    ("daymonth", -4.382026634673881),
-                                    ("monthday", -5.991464547107982),
-                                    ("monthyear", -4.605170185988091),
-                                    ("Yom Ha'atzmautyear (latent)", -6.396929655216146),
-                                    ("Vijayadashamiyear (latent)", -6.396929655216146),
-                                    ("Thai Pongalyear (latent)", -5.703782474656201),
-                                    ("Thiru Onamyear (latent)", -5.703782474656201),
-                                    ("hhhmmabsorption of , after named day", -6.396929655216146),
-                                    ("Tuesdaythe <day-of-month> (ordinal)", -6.396929655216146),
+                                     -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),
                                     ("from <datetime> - <datetime> (interval)July",
-                                     -5.480638923341991),
-                                    ("<day-of-month> (ordinal)Wednesday", -6.396929655216146),
-                                    ("Krishna Janmashtamiyear (latent)", -5.991464547107982),
-                                    ("Guru Gobind Singh Jayantiyear (latent)", -6.396929655216146),
-                                    ("houryear", -5.480638923341991),
+                                     -5.483135803540579),
+                                    ("<day-of-month> (ordinal)Wednesday", -6.399426535414734),
+                                    ("Krishna Janmashtamiyear (latent)", -5.993961427306569),
+                                    ("Guru Gobind Singh Jayantiyear (latent)", -6.399426535414734),
+                                    ("houryear", -5.483135803540579),
                                     ("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-                                     -6.396929655216146),
-                                    ("Christmas<time-of-day> am|pm", -6.396929655216146),
+                                     -6.399426535414734),
+                                    ("Christmas<time-of-day> am|pm", -6.399426535414734),
                                     ("last <day-of-week> of <time>year (latent)",
-                                     -6.396929655216146),
+                                     -6.399426535414734),
                                     ("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.703782474656201),
-                                    ("intersectin|during <named-month>|year", -6.396929655216146),
-                                    ("<time-of-day> am|pmintersect", -5.144166686720778),
-                                    ("Earth Houryear (latent)", -6.396929655216146),
-                                    ("Octoberyear (latent)", -4.892852258439873),
-                                    ("intersect<time-of-day> am|pm", -6.396929655216146),
-                                    ("Mattu Pongalyear (latent)", -6.396929655216146),
-                                    ("Shavuotyear (latent)", -6.396929655216146),
-                                    ("Parsi New Yearyear (latent)", -5.480638923341991),
+                                     -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),
                                     ("at <time-of-day>in|within|after <duration>",
-                                     -6.396929655216146),
-                                    ("Thursdayhh(:mm) - <time-of-day> am|pm", -6.396929655216146),
-                                    ("todayin|within|after <duration>", -6.396929655216146),
+                                     -6.399426535414734),
+                                    ("Thursdayhh(:mm) - <time-of-day> am|pm", -6.399426535414734),
+                                    ("todayin|within|after <duration>", -6.399426535414734),
                                     ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-                                     -5.991464547107982),
-                                    ("Marchyear (latent)", -6.396929655216146),
+                                     -5.993961427306569),
+                                    ("Marchyear (latent)", -6.399426535414734),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"hhhmm",
-                                     -5.991464547107982),
-                                    ("Sukkotyear (latent)", -5.991464547107982),
-                                    ("hhhmmintersect", -5.991464547107982),
+                                     -5.993961427306569),
+                                    ("Sukkotyear (latent)", -5.993961427306569),
+                                    ("hhhmmintersect", -5.993961427306569),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-                                     -5.991464547107982),
-                                    ("Clean Mondayyear (latent)", -5.991464547107982),
-                                    ("monthhour", -5.991464547107982),
+                                     -5.993961427306569),
+                                    ("Clean Mondayyear (latent)", -5.993961427306569),
+                                    ("monthhour", -5.993961427306569),
                                     ("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.703782474656201),
-                                    ("todayat <time-of-day>", -6.396929655216146),
-                                    ("Thursday<time> timezone", -3.9990343824177756),
-                                    ("time-of-day (latent)tonight", -5.991464547107982),
-                                    ("from|since|after <time>December", -6.396929655216146),
-                                    ("<time-of-day> am|pmon <day>", -4.382026634673881),
+                                     -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),
                                     ("this <time>hh(:mm) - <time-of-day> am|pm",
-                                     -6.396929655216146),
-                                    ("yyyy-mm-ddhh:mm:ss", -5.991464547107982),
-                                    ("dayday", -3.6888794541139363),
-                                    ("<time> <part-of-day>at <time-of-day>", -6.396929655216146),
-                                    ("tonightat <time-of-day>", -6.396929655216146),
+                                     -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),
                                     ("<time-of-day> am|pmabsorption of , after named day",
-                                     -5.703782474656201),
+                                     -5.7062793548547885),
                                     ("Dayananda Saraswati Jayantiyear (latent)",
-                                     -6.396929655216146),
-                                    ("today<time-of-day> am|pm", -6.396929655216146),
-                                    ("Februarythe <day-of-month> (ordinal)", -5.991464547107982),
-                                    ("at <time-of-day><time> <part-of-day>", -6.396929655216146),
-                                    ("<day-of-month> (ordinal)intersect", -5.991464547107982),
-                                    ("hourhour", -4.31748811353631),
-                                    ("Mahavir Jayantiyear (latent)", -5.991464547107982),
-                                    ("Navaratriin|during <named-month>|year", -6.396929655216146),
-                                    ("Wednesdaythis|last|next <cycle>", -6.396929655216146),
-                                    ("Lentyear (latent)", -6.396929655216146),
+                                     -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),
                                     ("intersect<named-month> <day-of-month> (non ordinal)",
-                                     -4.5251274783145545),
-                                    ("Boghiyear (latent)", -6.396929655216146),
-                                    ("dayyear", -1.8805906829346708),
+                                     -4.527624358513142),
+                                    ("Boghiyear (latent)", -6.399426535414734),
+                                    ("dayyear", -1.8776379583656932),
                                     ("Karva Chauthin|during <named-month>|year",
-                                     -6.396929655216146),
-                                    ("Thursdayfrom|since|after <time>", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("Thursdayfrom|since|after <time>", -5.993961427306569),
                                     ("<time-of-day> o'clockin|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Thursdayat <time-of-day>", -5.703782474656201),
-                                    ("Islamic New Yearyear (latent)", -5.991464547107982),
-                                    ("Laylat al-Qadryear (latent)", -5.480638923341991),
-                                    ("Shrove Tuesdayyear (latent)", -6.396929655216146),
+                                     -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),
                                     ("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-                                     -5.703782474656201),
-                                    ("<time-of-day> am|pmtomorrow", -5.703782474656201),
-                                    ("Yom Kippuryear (latent)", -6.396929655216146),
-                                    ("<day-of-month> (ordinal)Tuesday", -5.991464547107982),
-                                    ("<part-of-day> of <time>year (latent)", -6.396929655216146),
-                                    ("minutehour", -5.144166686720778),
-                                    ("Kaanum Pongalyear (latent)", -5.991464547107982),
-                                    ("Maha Saptamiyear (latent)", -6.396929655216146),
+                                     -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),
                                     ("at <time-of-day>in|during the <part-of-day>",
-                                     -5.991464547107982),
-                                    ("time-of-day (latent)tomorrow", -5.480638923341991),
-                                    ("part of daysat <time-of-day>", -5.991464547107982),
+                                     -5.993961427306569),
+                                    ("time-of-day (latent)tomorrow", -5.483135803540579),
+                                    ("part of daysat <time-of-day>", -5.993961427306569),
                                     ("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-                                     -4.382026634673881),
-                                    ("for <duration> from <time>December", -6.396929655216146),
-                                    ("tomorrow<time-of-day> sharp|exactly", -6.396929655216146),
+                                     -4.384523514872469),
+                                    ("for <duration> from <time>December", -6.399426535414734),
+                                    ("tomorrow<time-of-day> sharp|exactly", -6.399426535414734),
                                     ("Thursdayfrom <datetime> - <datetime> (interval)",
-                                     -5.144166686720778),
+                                     -5.146663566919366),
                                     ("intersect by \",\", \"of\", \"from\" for yearhhhmm",
-                                     -5.144166686720778),
-                                    ("time-of-day (latent)this <part-of-day>", -6.396929655216146),
-                                    ("Pentecostyear (latent)", -6.396929655216146),
+                                     -5.146663566919366),
+                                    ("time-of-day (latent)this <part-of-day>", -6.399426535414734),
+                                    ("Pentecostyear (latent)", -6.399426535414734),
                                     ("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-                                     -5.144166686720778),
-                                    ("<day-of-month> (ordinal)February", -6.396929655216146),
-                                    ("Eid al-Fitryear (latent)", -5.0106352940962555),
+                                     -5.146663566919366),
+                                    ("<day-of-month> (ordinal)February", -6.399426535414734),
+                                    ("Eid al-Fitryear (latent)", -5.013132174294843),
                                     ("Vasant Panchamiin|during <named-month>|year",
-                                     -6.396929655216146),
-                                    ("Mondayin|during the <part-of-day>", -6.396929655216146),
-                                    ("Chhathin|during <named-month>|year", -6.396929655216146),
-                                    ("Diwaliin|during <named-month>|year", -6.396929655216146),
-                                    ("Vaisakhiin|during <named-month>|year", -6.396929655216146),
-                                    ("Guru Ravidass Jayantiyear (latent)", -5.144166686720778),
-                                    ("Raksha Bandhanyear (latent)", -6.396929655216146),
-                                    ("daysecond", -5.991464547107982),
+                                     -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),
                                     ("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-                                     -5.991464547107982),
-                                    ("Ashurayear (latent)", -6.396929655216146),
-                                    ("Tuesdayin|during <named-month>|year", -6.396929655216146),
-                                    ("Chinese New Yearyear (latent)", -6.396929655216146),
-                                    ("tomorrowintersect", -6.396929655216146),
-                                    ("Lag BaOmeryear (latent)", -6.396929655216146),
+                                     -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),
                                     ("last weekend of <named-month>year (latent)",
-                                     -6.396929655216146),
-                                    ("Eid al-Adhayear (latent)", -4.2568634917198755),
-                                    ("intersectin|during the <part-of-day>", -6.396929655216146),
-                                    ("Palm Sundayyear (latent)", -6.396929655216146),
-                                    ("Christmasat <time-of-day>", -6.396929655216146),
-                                    ("Passoveryear (latent)", -6.396929655216146),
-                                    ("Lazarus Saturdayyear (latent)", -6.396929655216146),
+                                     -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),
                                     ("<day-of-month> (ordinal or number) <named-month>year (latent)",
-                                     -6.396929655216146),
-                                    ("hhhmmon <day>", -5.480638923341991),
-                                    ("Yom HaShoahyear (latent)", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("hhhmmon <day>", -5.483135803540579),
+                                    ("Yom HaShoahyear (latent)", -5.993961427306569),
                                     ("Thursday<datetime> - <datetime> (interval)",
-                                     -5.991464547107982),
+                                     -5.993961427306569),
                                     ("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Septemberyear (latent)", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("Septemberyear (latent)", -5.993961427306569),
                                     ("Thursday<time-of-day> - <time-of-day> (interval)",
-                                     -4.892852258439873),
-                                    ("Halloweenyear (latent)", -6.396929655216146),
+                                     -4.895349138638459),
+                                    ("Halloweenyear (latent)", -6.399426535414734),
                                     ("<ordinal> last <cycle> of <time>year (latent)",
-                                     -5.991464547107982),
+                                     -5.993961427306569),
                                     ("from <time-of-day> - <time-of-day> (interval)on <day>",
-                                     -5.703782474656201),
+                                     -5.7062793548547885),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
-                                     -6.396929655216146),
-                                    ("at <time-of-day>intersect", -5.480638923341991),
-                                    ("Rosh Hashanahyear (latent)", -5.703782474656201),
-                                    ("Dhanterasyear (latent)", -6.396929655216146),
-                                    ("Tu BiShvatyear (latent)", -6.396929655216146),
-                                    ("<day-of-month> (ordinal)December", -5.703782474656201),
-                                    ("Holiyear (latent)", -5.703782474656201),
+                                     -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),
                                     ("<time-of-day> - <time-of-day> (interval)tomorrow",
-                                     -6.396929655216146),
-                                    ("Holika Dahanyear (latent)", -5.703782474656201),
+                                     -6.399426535414734),
+                                    ("Holika Dahanyear (latent)", -5.7062793548547885),
                                     ("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.991464547107982),
-                                    ("dayminute", -3.082743650543621),
-                                    ("Mawlidyear (latent)", -6.396929655216146),
+                                     -5.993961427306569),
+                                    ("dayminute", -3.0852405307422077),
+                                    ("Mawlidyear (latent)", -6.399426535414734),
                                     ("from <datetime> - <datetime> (interval)on <day>",
-                                     -5.991464547107982),
+                                     -5.993961427306569),
                                     ("<datetime> - <datetime> (interval)tomorrow",
-                                     -6.396929655216146),
-                                    ("Jumu'atul-Widayear (latent)", -5.480638923341991),
-                                    ("minuteday", -2.659260036932778),
+                                     -6.399426535414734),
+                                    ("Jumu'atul-Widayear (latent)", -5.483135803540579),
+                                    ("minuteday", -2.6617569171313655),
                                     ("absorption of , after named dayintersect",
-                                     -5.703782474656201),
-                                    ("intersectyear (latent)", -6.396929655216146),
-                                    ("Orthodox Easter Sundayyear (latent)", -6.396929655216146),
+                                     -5.7062793548547885),
+                                    ("intersectyear (latent)", -6.399426535414734),
+                                    ("Orthodox Easter Sundayyear (latent)", -6.399426535414734),
                                     ("time-of-day (latent)in|within|after <duration>",
-                                     -6.396929655216146),
+                                     -6.399426535414734),
                                     ("<ordinal> <cycle> of <time>year (latent)",
-                                     -6.396929655216146),
-                                    ("intersecthhhmm", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("intersecthhhmm", -5.993961427306569),
                                     ("the <day-of-month> (ordinal)in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Boss's Dayyear (latent)", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("Boss's Dayyear (latent)", -5.993961427306569),
                                     ("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -6.396929655216146),
-                                    ("Global Youth Service Dayyear (latent)", -6.396929655216146),
-                                    ("Dhanterasin|during <named-month>|year", -6.396929655216146),
-                                    ("Tisha B'Avyear (latent)", -6.396929655216146),
-                                    ("Isra and Mi'rajyear (latent)", -5.480638923341991),
-                                    ("at <time-of-day>on <day>", -4.787491742782046),
+                                     -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),
                                     ("at <time-of-day>absorption of , after named day",
-                                     -5.991464547107982),
+                                     -5.993961427306569),
                                     ("time-of-day (latent)<time> <part-of-day>",
-                                     -5.703782474656201),
-                                    ("Christmasyear (latent)", -5.991464547107982),
-                                    ("Naraka Chaturdashiyear (latent)", -5.991464547107982),
-                                    ("Thai Pongalin|during <named-month>|year", -6.396929655216146),
-                                    ("dayweek", -6.396929655216146),
-                                    ("Easter Sundayyear (latent)", -5.703782474656201),
+                                     -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),
                                     ("between <time-of-day> and <time-of-day> (interval)on <day>",
-                                     -5.991464547107982),
-                                    ("weekyear", -5.298317366548036),
-                                    ("King's Dayyear (latent)", -4.892852258439873),
-                                    ("hh:mmin|during the <part-of-day>", -5.480638923341991),
+                                     -5.993961427306569),
+                                    ("weekyear", -5.300814246746624),
+                                    ("King's Dayyear (latent)", -4.895349138638459),
+                                    ("hh:mmin|during the <part-of-day>", -5.483135803540579),
                                     ("<cycle> after|before <time><time-of-day> am|pm",
-                                     -5.991464547107982),
-                                    ("Hanukkahyear (latent)", -5.703782474656201),
-                                    ("February<time> <part-of-day>", -6.396929655216146),
+                                     -5.993961427306569),
+                                    ("Hanukkahyear (latent)", -5.7062793548547885),
+                                    ("February<time> <part-of-day>", -6.399426535414734),
                                     ("time-of-day (latent)in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Great Lentyear (latent)", -6.396929655216146),
-                                    ("tomorrowat <time-of-day>", -5.703782474656201),
+                                     -6.399426535414734),
+                                    ("Great Lentyear (latent)", -6.399426535414734),
+                                    ("tomorrowat <time-of-day>", -5.7062793548547885),
                                     ("hhmm (latent)in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Ugadiyear (latent)", -5.0106352940962555),
-                                    ("Vaisakhiyear (latent)", -5.703782474656201),
+                                     -6.399426535414734),
+                                    ("Ugadiyear (latent)", -5.013132174294843),
+                                    ("Vaisakhiyear (latent)", -5.7062793548547885),
                                     ("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-                                     -5.703782474656201),
-                                    ("last <cycle> of <time>year (latent)", -5.703782474656201),
-                                    ("at <time-of-day>tomorrow", -5.991464547107982),
-                                    ("tomorrow<time-of-day> am|pm", -6.396929655216146),
+                                     -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),
                                     ("<named-month> <day-of-month> (non ordinal)year (latent)",
-                                     -6.396929655216146),
-                                    ("Diwaliyear (latent)", -6.396929655216146),
-                                    ("between <time> and <time>on <day>", -5.991464547107982),
-                                    ("Black Fridayyear (latent)", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("Diwaliyear (latent)", -6.399426535414734),
+                                    ("between <time> and <time>on <day>", -5.993961427306569),
+                                    ("Black Fridayyear (latent)", -5.993961427306569),
                                     ("the <ordinal> last <cycle> of <time>year (latent)",
-                                     -6.396929655216146),
+                                     -6.399426535414734),
                                     ("in|during the <part-of-day>at <time-of-day>",
-                                     -6.396929655216146),
-                                    ("Chhathyear (latent)", -5.991464547107982),
-                                    ("Vasant Panchamiyear (latent)", -6.396929655216146),
-                                    ("Rabindra Jayantiyear (latent)", -5.144166686720778),
-                                    ("St Patrick's Dayyear (latent)", -6.396929655216146),
-                                    ("Thursday<time> (timezone)", -6.396929655216146),
+                                     -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),
                                     ("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Pargat Diwasyear (latent)", -5.144166686720778),
-                                    ("<datetime> - <datetime> (interval)July", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("Pargat Diwasyear (latent)", -5.146663566919366),
+                                    ("<datetime> - <datetime> (interval)July", -5.993961427306569),
                                     ("on <day><named-month> <day-of-month> (non ordinal)",
-                                     -5.703782474656201),
-                                    ("Februaryintersect", -6.396929655216146),
-                                    ("Simchat Torahyear (latent)", -6.396929655216146),
-                                    ("minuteyear", -6.396929655216146)],
-                               n = 462},
+                                     -5.7062793548547885),
+                                    ("Februaryintersect", -6.399426535414734),
+                                    ("Simchat Torahyear (latent)", -6.399426535414734),
+                                    ("minuteyear", -6.399426535414734)],
+                               n = 463},
                    koData =
-                     ClassData{prior = -0.9973585549629368, unseen = -6.705639094860003,
+                     ClassData{prior = -0.9987237428882767, unseen = -6.706862336602747,
                                likelihoods =
                                  HashMap.fromList
-                                   [("Thursdayhhhmm", -4.507189777627888),
-                                    ("hourday", -3.6133719016057912),
+                                   [("Thursdayhhhmm", -4.508414517523783),
+                                    ("hourday", -3.614596641501687),
                                     ("<hour-of-day> <integer><time-of-day> am|pm",
-                                     -6.0112671744041615),
-                                    ("<day-of-month> (ordinal)August", -6.0112671744041615),
-                                    ("dayhour", -3.446317816942625),
-                                    ("<time> timezoneyear (latent)", -5.318119993844216),
+                                     -6.012491914300058),
+                                    ("<day-of-month> (ordinal)August", -6.012491914300058),
+                                    ("dayhour", -3.447542556838521),
+                                    ("<time> timezoneyear (latent)", -5.319344733740112),
                                     ("<time-of-day> - <time-of-day> (interval)on <day>",
-                                     -5.094976442530006),
-                                    ("Tuesdayfrom|since|after <time>", -5.318119993844216),
-                                    ("daymonth", -3.337118524977633),
-                                    ("monthyear", -4.758504205908793),
-                                    ("<time-of-day> am|pmyear (latent)", -5.318119993844216),
-                                    ("Thai Pongalyear (latent)", -5.318119993844216),
-                                    ("intersecthh:mm", -6.0112671744041615),
+                                     -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),
                                     ("from <datetime> - <datetime> (interval)July",
-                                     -5.605802066295998),
-                                    ("<day-of-month> (ordinal)Wednesday", -6.0112671744041615),
-                                    ("houryear", -4.624972813284271),
+                                     -5.607026806191893),
+                                    ("<day-of-month> (ordinal)Wednesday", -6.012491914300058),
+                                    ("houryear", -4.626197553180167),
                                     ("from <time-of-day> - <time-of-day> (interval)July",
-                                     -6.0112671744041615),
-                                    ("<day-of-month> (ordinal)October", -6.0112671744041615),
+                                     -6.012491914300058),
+                                    ("<day-of-month> (ordinal)October", -6.012491914300058),
                                     ("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.318119993844216),
-                                    ("hournograin", -4.758504205908793),
-                                    ("<time-of-day> am|pmintersect", -4.758504205908793),
-                                    ("Octoberyear (latent)", -6.0112671744041615),
+                                     -5.319344733740112),
+                                    ("hournograin", -4.75972894580469),
+                                    ("<time-of-day> am|pmintersect", -4.75972894580469),
+                                    ("Octoberyear (latent)", -6.012491914300058),
                                     ("time-of-day (latent)intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.605802066295998),
-                                    ("until <time>on <day>", -5.318119993844216),
-                                    ("time-of-day (latent)intersect", -5.318119993844216),
-                                    ("todayin <number> (implicit minutes)", -6.0112671744041615),
+                                     -5.607026806191893),
+                                    ("until <time>on <day>", -5.319344733740112),
+                                    ("time-of-day (latent)intersect", -5.319344733740112),
+                                    ("todayin <number> (implicit minutes)", -6.012491914300058),
                                     ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-                                     -5.318119993844216),
+                                     -5.319344733740112),
                                     ("about|exactly <time-of-day>year (latent)",
-                                     -6.0112671744041615),
-                                    ("hh:mmon <day>", -4.758504205908793),
-                                    ("hhhmmintersect", -5.605802066295998),
-                                    ("absorption of , after named dayJuly", -5.094976442530006),
-                                    ("from|since|after <time>July", -5.605802066295998),
+                                     -6.012491914300058),
+                                    ("hh:mmon <day>", -4.75972894580469),
+                                    ("hhhmmintersect", -5.607026806191893),
+                                    ("absorption of , after named dayJuly", -5.096201182425903),
+                                    ("from|since|after <time>July", -5.607026806191893),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-                                     -5.094976442530006),
-                                    ("Clean Mondayyear (latent)", -6.0112671744041615),
-                                    ("monthhour", -6.0112671744041615),
+                                     -5.096201182425903),
+                                    ("Clean Mondayyear (latent)", -6.012491914300058),
+                                    ("monthhour", -6.012491914300058),
                                     ("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.605802066295998),
-                                    ("hourmonth", -4.139464997502571),
-                                    ("todayat <time-of-day>", -6.0112671744041615),
-                                    ("hhhmmyear (latent)", -4.758504205908793),
-                                    ("from|since|after <time>December", -6.0112671744041615),
+                                     -5.607026806191893),
+                                    ("hourmonth", -4.140689737398466),
+                                    ("todayat <time-of-day>", -6.012491914300058),
+                                    ("hhhmmyear (latent)", -4.75972894580469),
+                                    ("from|since|after <time>December", -6.012491914300058),
                                     ("from|since|after <time><time-of-day> am|pm",
-                                     -6.0112671744041615),
-                                    ("<time-of-day> am|pmon <day>", -4.758504205908793),
-                                    ("Mondayyear (latent)", -5.318119993844216),
-                                    ("dayday", -4.624972813284271),
-                                    ("on <day>September", -5.318119993844216),
-                                    ("time-of-day (latent)September", -5.605802066295998),
-                                    ("hourhour", -5.605802066295998),
-                                    ("time-of-day (latent)on <day>", -4.507189777627888),
-                                    ("Thursdaydd/mm", -6.0112671744041615),
+                                     -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),
                                     ("time-of-day (latent)<cycle> after|before <time>",
-                                     -5.605802066295998),
-                                    ("dayyear", -3.0934964423198825),
-                                    ("New Year's Dayyear (latent)", -5.094976442530006),
-                                    ("time-of-day (latent)Sunday", -5.605802066295998),
-                                    ("Thursdayfrom|since|after <time>", -4.306519082165736),
-                                    ("Thursdayat <time-of-day>", -4.401829261970061),
+                                     -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),
                                     ("<integer> to|till|before <hour-of-day>September",
-                                     -6.0112671744041615),
-                                    ("Aprilyear (latent)", -6.0112671744041615),
-                                    ("the <day-of-month> (ordinal)July", -6.0112671744041615),
-                                    ("the <day-of-month> (number)July", -6.0112671744041615),
-                                    ("monthminute", -6.0112671744041615),
-                                    ("<time-of-day> am|pmtomorrow", -6.0112671744041615),
-                                    ("Thursdayhh:mm", -5.094976442530006),
-                                    ("<day-of-month> (ordinal)Tuesday", -5.605802066295998),
-                                    ("minutemonth", -3.871201010907891),
-                                    ("time-of-day (latent)Friday", -5.605802066295998),
-                                    ("minutehour", -6.0112671744041615),
-                                    ("Augustyear (latent)", -5.605802066295998),
-                                    ("week-endin|during <named-month>|year", -6.0112671744041615),
-                                    ("time-of-day (latent)Tuesday", -5.605802066295998),
+                                     -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),
                                     ("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-                                     -6.0112671744041615),
-                                    ("Sundayyear (latent)", -5.094976442530006),
-                                    ("Christmasat <time-of-day>", -6.0112671744041615),
-                                    ("from|since|after <time>year (latent)", -4.912654885736052),
-                                    ("hhhmmon <day>", -5.094976442530006),
-                                    ("yesterday<time-of-day> am|pm", -6.0112671744041615),
-                                    ("<day-of-month> (ordinal)July", -5.318119993844216),
+                                     -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),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-                                     -6.0112671744041615),
+                                     -6.012491914300058),
                                     ("Thursday<time-of-day> - <time-of-day> (interval)",
-                                     -6.0112671744041615),
+                                     -6.012491914300058),
                                     ("in|during <named-month>|yearyear (latent)",
-                                     -6.0112671744041615),
-                                    ("at <time-of-day>intersect", -5.094976442530006),
-                                    ("hh:mmyear (latent)", -4.624972813284271),
-                                    ("Holiyear (latent)", -6.0112671744041615),
-                                    ("until <time><time-of-day> am|pm", -6.0112671744041615),
+                                     -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),
                                     ("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.605802066295998),
-                                    ("dayminute", -3.1780538303479458),
-                                    ("yyyy-mm-ddhh:mm", -5.605802066295998),
-                                    ("intersectfrom|since|after <time>", -5.605802066295998),
-                                    ("intersectSeptember", -4.139464997502571),
-                                    ("minuteday", -2.8542667532540484),
+                                     -5.607026806191893),
+                                    ("dayminute", -3.1792785702438415),
+                                    ("yyyy-mm-ddhh:mm", -5.607026806191893),
+                                    ("intersectfrom|since|after <time>", -5.607026806191893),
+                                    ("intersectSeptember", -4.140689737398466),
+                                    ("minuteday", -2.855491493149944),
                                     ("absorption of , after named dayintersect",
-                                     -6.0112671744041615),
-                                    ("intersectyear (latent)", -6.0112671744041615),
-                                    ("Februaryin|during the <part-of-day>", -6.0112671744041615),
+                                     -6.012491914300058),
+                                    ("intersectyear (latent)", -6.012491914300058),
+                                    ("Februaryin|during the <part-of-day>", -6.012491914300058),
                                     ("<duration> after|before|from|past <time>December",
-                                     -6.0112671744041615),
-                                    ("time-of-day (latent)July", -5.318119993844216),
-                                    ("Saturdayyear (latent)", -6.0112671744041615),
+                                     -6.012491914300058),
+                                    ("time-of-day (latent)July", -5.319344733740112),
+                                    ("Saturdayyear (latent)", -6.012491914300058),
                                     ("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -6.0112671744041615),
-                                    ("at <time-of-day>on <day>", -5.094976442530006),
-                                    ("absorption of , after named daySeptember",
-                                     -4.758504205908793),
-                                    ("Naraka Chaturdashiyear (latent)", -6.0112671744041615),
-                                    ("from|since|after <time>on <day>", -5.094976442530006),
-                                    ("dayweek", -6.0112671744041615),
-                                    ("Easter Sundayyear (latent)", -5.605802066295998),
-                                    ("Thursday<time-of-day> am|pm", -4.758504205908793),
-                                    ("weekyear", -5.605802066295998),
-                                    ("time-of-day (latent)Thursday", -5.605802066295998),
+                                     -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),
                                     ("<named-month> <day-of-month> (non ordinal)until <time>",
-                                     -6.0112671744041615),
-                                    ("<day-of-month> (ordinal)April", -6.0112671744041615),
+                                     -6.012491914300058),
+                                    ("<day-of-month> (ordinal)April", -6.012491914300058),
                                     ("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-                                     -5.605802066295998),
+                                     -5.607026806191893),
                                     ("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-                                     -5.318119993844216),
-                                    ("Sundayfrom|since|after <time>", -6.0112671744041615),
-                                    ("absorption of , after named dayFebruary", -5.094976442530006),
+                                     -5.319344733740112),
+                                    ("Sundayfrom|since|after <time>", -6.012491914300058),
+                                    ("absorption of , after named dayFebruary", -5.096201182425903),
                                     ("time-of-day (latent)in|during the <part-of-day>",
-                                     -5.605802066295998),
+                                     -5.607026806191893),
                                     ("July<integer> to|till|before <hour-of-day>",
-                                     -6.0112671744041615),
-                                    ("tomorrowat <time-of-day>", -6.0112671744041615),
-                                    ("daynograin", -5.605802066295998),
+                                     -6.012491914300058),
+                                    ("tomorrowat <time-of-day>", -6.012491914300058),
+                                    ("daynograin", -5.607026806191893),
                                     ("<integer> to|till|before <hour-of-day>July",
-                                     -5.605802066295998),
-                                    ("last <cycle> of <time>year (latent)", -5.605802066295998),
-                                    ("tomorrow<time-of-day> am|pm", -6.0112671744041615),
+                                     -5.607026806191893),
+                                    ("last <cycle> of <time>year (latent)", -5.607026806191893),
+                                    ("tomorrow<time-of-day> am|pm", -6.012491914300058),
                                     ("<named-month> <day-of-month> (non ordinal)year (latent)",
-                                     -5.318119993844216),
-                                    ("Diwaliyear (latent)", -5.605802066295998),
+                                     -5.319344733740112),
+                                    ("Diwaliyear (latent)", -5.607026806191893),
                                     ("<time-of-day> - <time-of-day> (interval)July",
-                                     -6.0112671744041615),
-                                    ("Fridayyear (latent)", -5.605802066295998),
-                                    ("time-of-day (latent)April", -6.0112671744041615),
-                                    ("minuteyear", -3.8140425970679424)],
+                                     -6.012491914300058),
+                                    ("Fridayyear (latent)", -5.607026806191893),
+                                    ("time-of-day (latent)April", -6.012491914300058),
+                                    ("minuteyear", -3.815267336963838)],
                                n = 270}}),
        ("one eleven",
         Classifier{okData =
@@ -1556,15 +1556,14 @@ classifiers
                                likelihoods = HashMap.fromList [], n = 0}}),
        ("year (latent)",
         Classifier{okData =
-                     ClassData{prior = -0.15006069457573323,
-                               unseen = -5.3706380281276624,
+                     ClassData{prior = -0.1494000770686605, unseen = -5.375278407684165,
                                likelihoods =
                                  HashMap.fromList
-                                   [("integer (numeric)", -2.8437935320533514e-2),
-                                    ("intersect 2 numbers", -3.979681653901961)],
-                               n = 210},
+                                   [("integer (numeric)", -2.830377616285182e-2),
+                                    ("intersect 2 numbers", -3.984343667007772)],
+                               n = 211},
                    koData =
-                     ClassData{prior = -1.9708077006770406,
+                     ClassData{prior = -1.9748976859285656,
                                unseen = -3.6635616461296463,
                                likelihoods =
                                  HashMap.fromList
@@ -2059,6 +2058,13 @@ classifiers
                    koData =
                      ClassData{prior = -infinity, unseen = -0.6931471805599453,
                                likelihoods = HashMap.fromList [], n = 0}}),
+       ("Ratha-Yatra",
+        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}}),
        ("Palm Sunday",
         Classifier{okData =
                      ClassData{prior = 0.0, unseen = -1.3862943611198906,
diff --git a/Duckling/Ranking/Classifiers/EN_CA.hs b/Duckling/Ranking/Classifiers/EN_CA.hs
index 17d07b46..7e959c91 100644
--- a/Duckling/Ranking/Classifiers/EN_CA.hs
+++ b/Duckling/Ranking/Classifiers/EN_CA.hs
@@ -83,10 +83,10 @@ classifiers
                                likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
        ("integer (numeric)",
         Classifier{okData =
-                     ClassData{prior = -0.5805139055730393, unseen = -6.135564891081739,
-                               likelihoods = HashMap.fromList [("", 0.0)], n = 460},
+                     ClassData{prior = -0.5795581576804214, unseen = -6.137727054086234,
+                               likelihoods = HashMap.fromList [("", 0.0)], n = 461},
                    koData =
-                     ClassData{prior = -0.8200961832304088,
+                     ClassData{prior = -0.8213119888512987,
                                unseen = -5.8971538676367405,
                                likelihoods = HashMap.fromList [("", 0.0)], n = 362}}),
        ("<year> (bc|ad)",
@@ -882,444 +882,446 @@ classifiers
                                likelihoods = HashMap.fromList [], n = 0}}),
        ("intersect",
         Classifier{okData =
-                     ClassData{prior = -0.4491695423428935, unseen = -7.138866999945524,
+                     ClassData{prior = -0.44842473396119215,
+                               unseen = -7.141245122350491,
                                likelihoods =
                                  HashMap.fromList
-                                   [("Navaratriyear (latent)", -6.444925853484402),
-                                    ("Father's Dayyear (latent)", -6.444925853484402),
-                                    ("Karva Chauthyear (latent)", -6.444925853484402),
+                                   [("Navaratriyear (latent)", -6.447305862541213),
+                                    ("Father's Dayyear (latent)", -6.447305862541213),
+                                    ("Karva Chauthyear (latent)", -6.447305862541213),
                                     ("<day-of-month> (ordinal)in|during the <part-of-day>",
-                                     -6.444925853484402),
-                                    ("Maha Shivaratriyear (latent)", -6.444925853484402),
-                                    ("Ramadanyear (latent)", -5.192162884989034),
+                                     -6.447305862541213),
+                                    ("Maha Shivaratriyear (latent)", -6.447305862541213),
+                                    ("Ramadanyear (latent)", -5.194542894045845),
                                     ("<datetime> - <datetime> (interval)on <day>",
-                                     -5.058631492364511),
-                                    ("Bhai Doojyear (latent)", -6.444925853484402),
-                                    ("hourday", -4.430022832942137),
-                                    ("dayhour", -3.500486874317961),
+                                     -5.061011501421323),
+                                    ("Bhai Doojyear (latent)", -6.447305862541213),
+                                    ("hourday", -4.4324028419989485),
+                                    ("dayhour", -3.5028668833747725),
                                     ("<time-of-day> - <time-of-day> (interval)on <day>",
-                                     -5.058631492364511),
-                                    ("Martin Luther King's Dayyear (latent)", -6.039460745376237),
-                                    ("Shemini Atzeretyear (latent)", -6.444925853484402),
-                                    ("daymonth", -4.430022832942137),
-                                    ("monthday", -6.039460745376237),
-                                    ("monthyear", -4.653166384256346),
-                                    ("Yom Ha'atzmautyear (latent)", -6.444925853484402),
-                                    ("Vijayadashamiyear (latent)", -6.444925853484402),
+                                     -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),
                                     ("Administrative Professionals' Dayyear (latent)",
-                                     -6.039460745376237),
-                                    ("Thanksgiving Dayyear (latent)", -5.346313564816292),
-                                    ("Thai Pongalyear (latent)", -5.751778672924456),
-                                    ("Thiru Onamyear (latent)", -5.751778672924456),
-                                    ("hhhmmabsorption of , after named day", -6.444925853484402),
-                                    ("Tuesdaythe <day-of-month> (ordinal)", -6.444925853484402),
+                                     -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),
                                     ("from <datetime> - <datetime> (interval)July",
-                                     -5.528635121610247),
-                                    ("<day-of-month> (ordinal)Wednesday", -6.444925853484402),
-                                    ("Krishna Janmashtamiyear (latent)", -6.039460745376237),
-                                    ("Guru Gobind Singh Jayantiyear (latent)", -6.444925853484402),
-                                    ("houryear", -5.528635121610247),
+                                     -5.531015130667058),
+                                    ("<day-of-month> (ordinal)Wednesday", -6.447305862541213),
+                                    ("Krishna Janmashtamiyear (latent)", -6.041840754433049),
+                                    ("Guru Gobind Singh Jayantiyear (latent)", -6.447305862541213),
+                                    ("houryear", -5.531015130667058),
                                     ("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-                                     -6.444925853484402),
-                                    ("Christmas<time-of-day> am|pm", -6.444925853484402),
+                                     -6.447305862541213),
+                                    ("Christmas<time-of-day> am|pm", -6.447305862541213),
                                     ("last <day-of-week> of <time>year (latent)",
-                                     -6.444925853484402),
+                                     -6.447305862541213),
                                     ("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.751778672924456),
-                                    ("intersectin|during <named-month>|year", -6.444925853484402),
-                                    ("<time-of-day> am|pmintersect", -5.192162884989034),
-                                    ("Earth Houryear (latent)", -6.444925853484402),
-                                    ("Family Dayyear (latent)", -5.528635121610247),
-                                    ("Octoberyear (latent)", -4.940848456708128),
-                                    ("intersect<time-of-day> am|pm", -6.444925853484402),
-                                    ("Mattu Pongalyear (latent)", -6.444925853484402),
-                                    ("Shavuotyear (latent)", -6.444925853484402),
-                                    ("Parsi New Yearyear (latent)", -5.528635121610247),
+                                     -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),
                                     ("at <time-of-day>in|within|after <duration>",
-                                     -6.444925853484402),
-                                    ("Thursdayhh(:mm) - <time-of-day> am|pm", -6.444925853484402),
-                                    ("todayin|within|after <duration>", -6.444925853484402),
+                                     -6.447305862541213),
+                                    ("Thursdayhh(:mm) - <time-of-day> am|pm", -6.447305862541213),
+                                    ("todayin|within|after <duration>", -6.447305862541213),
                                     ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-                                     -6.039460745376237),
-                                    ("Marchyear (latent)", -6.444925853484402),
+                                     -6.041840754433049),
+                                    ("Marchyear (latent)", -6.447305862541213),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"hhhmm",
-                                     -6.039460745376237),
-                                    ("Sukkotyear (latent)", -6.039460745376237),
-                                    ("hhhmmintersect", -6.039460745376237),
+                                     -6.041840754433049),
+                                    ("Sukkotyear (latent)", -6.041840754433049),
+                                    ("hhhmmintersect", -6.041840754433049),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-                                     -6.039460745376237),
-                                    ("Clean Mondayyear (latent)", -6.039460745376237),
-                                    ("monthhour", -6.039460745376237),
+                                     -6.041840754433049),
+                                    ("Clean Mondayyear (latent)", -6.041840754433049),
+                                    ("monthhour", -6.041840754433049),
                                     ("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.751778672924456),
-                                    ("todayat <time-of-day>", -6.444925853484402),
-                                    ("Thursday<time> timezone", -4.047030580686031),
-                                    ("time-of-day (latent)tonight", -6.039460745376237),
-                                    ("from|since|after <time>December", -6.444925853484402),
-                                    ("<time-of-day> am|pmon <day>", -4.430022832942137),
+                                     -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),
                                     ("this <time>hh(:mm) - <time-of-day> am|pm",
-                                     -6.444925853484402),
-                                    ("yyyy-mm-ddhh:mm:ss", -6.039460745376237),
-                                    ("dayday", -3.7368756523821918),
-                                    ("<time> <part-of-day>at <time-of-day>", -6.444925853484402),
-                                    ("mm/ddat <time-of-day>", -6.444925853484402),
-                                    ("tonightat <time-of-day>", -6.444925853484402),
+                                     -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),
                                     ("<time-of-day> am|pmabsorption of , after named day",
-                                     -5.751778672924456),
+                                     -5.754158681981268),
                                     ("Dayananda Saraswati Jayantiyear (latent)",
-                                     -6.444925853484402),
-                                    ("today<time-of-day> am|pm", -6.444925853484402),
-                                    ("Februarythe <day-of-month> (ordinal)", -6.039460745376237),
-                                    ("at <time-of-day><time> <part-of-day>", -6.444925853484402),
-                                    ("<day-of-month> (ordinal)intersect", -6.039460745376237),
-                                    ("mm/dd<time-of-day> am|pm", -6.444925853484402),
-                                    ("hourhour", -4.365484311804566),
-                                    ("Mahavir Jayantiyear (latent)", -6.039460745376237),
-                                    ("Navaratriin|during <named-month>|year", -6.444925853484402),
-                                    ("National Patriots' Dayyear (latent)", -5.751778672924456),
-                                    ("Wednesdaythis|last|next <cycle>", -6.444925853484402),
-                                    ("Lentyear (latent)", -6.444925853484402),
+                                     -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),
                                     ("intersect<named-month> <day-of-month> (non ordinal)",
-                                     -4.57312367658281),
-                                    ("Boghiyear (latent)", -6.444925853484402),
-                                    ("dayyear", -1.8199530402001307),
+                                     -4.575503685639622),
+                                    ("Boghiyear (latent)", -6.447305862541213),
+                                    ("dayyear", -1.8174430639627503),
                                     ("Karva Chauthin|during <named-month>|year",
-                                     -6.444925853484402),
-                                    ("Thursdayfrom|since|after <time>", -6.039460745376237),
+                                     -6.447305862541213),
+                                    ("Thursdayfrom|since|after <time>", -6.041840754433049),
                                     ("<time-of-day> o'clockin|during the <part-of-day>",
-                                     -6.444925853484402),
-                                    ("Thursdayat <time-of-day>", -5.751778672924456),
-                                    ("Islamic New Yearyear (latent)", -6.039460745376237),
-                                    ("Laylat al-Qadryear (latent)", -5.528635121610247),
-                                    ("Discovery Dayyear (latent)", -6.039460745376237),
-                                    ("Shrove Tuesdayyear (latent)", -6.444925853484402),
+                                     -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),
                                     ("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-                                     -5.751778672924456),
-                                    ("<time-of-day> am|pmtomorrow", -5.751778672924456),
-                                    ("Yom Kippuryear (latent)", -6.444925853484402),
-                                    ("<day-of-month> (ordinal)Tuesday", -6.039460745376237),
-                                    ("<part-of-day> of <time>year (latent)", -6.444925853484402),
-                                    ("minutehour", -5.192162884989034),
-                                    ("Kaanum Pongalyear (latent)", -6.039460745376237),
-                                    ("Maha Saptamiyear (latent)", -6.444925853484402),
+                                     -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),
                                     ("at <time-of-day>in|during the <part-of-day>",
-                                     -6.039460745376237),
-                                    ("time-of-day (latent)tomorrow", -5.528635121610247),
-                                    ("part of daysat <time-of-day>", -6.039460745376237),
+                                     -6.041840754433049),
+                                    ("time-of-day (latent)tomorrow", -5.531015130667058),
+                                    ("part of daysat <time-of-day>", -6.041840754433049),
                                     ("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-                                     -4.430022832942137),
-                                    ("for <duration> from <time>December", -6.444925853484402),
-                                    ("tomorrow<time-of-day> sharp|exactly", -6.444925853484402),
+                                     -4.4324028419989485),
+                                    ("for <duration> from <time>December", -6.447305862541213),
+                                    ("tomorrow<time-of-day> sharp|exactly", -6.447305862541213),
                                     ("Thursdayfrom <datetime> - <datetime> (interval)",
-                                     -5.192162884989034),
+                                     -5.194542894045845),
                                     ("intersect by \",\", \"of\", \"from\" for yearhhhmm",
-                                     -5.192162884989034),
-                                    ("time-of-day (latent)this <part-of-day>", -6.444925853484402),
-                                    ("Pentecostyear (latent)", -6.444925853484402),
+                                     -5.194542894045845),
+                                    ("time-of-day (latent)this <part-of-day>", -6.447305862541213),
+                                    ("Pentecostyear (latent)", -6.447305862541213),
                                     ("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-                                     -5.192162884989034),
-                                    ("<day-of-month> (ordinal)February", -6.444925853484402),
-                                    ("Eid al-Fitryear (latent)", -5.058631492364511),
+                                     -5.194542894045845),
+                                    ("<day-of-month> (ordinal)February", -6.447305862541213),
+                                    ("Eid al-Fitryear (latent)", -5.061011501421323),
                                     ("Vasant Panchamiin|during <named-month>|year",
-                                     -6.444925853484402),
-                                    ("Mondayin|during the <part-of-day>", -6.444925853484402),
-                                    ("Chhathin|during <named-month>|year", -6.444925853484402),
-                                    ("Diwaliin|during <named-month>|year", -6.444925853484402),
-                                    ("Vaisakhiin|during <named-month>|year", -6.444925853484402),
-                                    ("Guru Ravidass Jayantiyear (latent)", -5.192162884989034),
-                                    ("Raksha Bandhanyear (latent)", -6.444925853484402),
-                                    ("daysecond", -6.039460745376237),
+                                     -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),
                                     ("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-                                     -6.039460745376237),
-                                    ("Ashurayear (latent)", -6.444925853484402),
-                                    ("Tuesdayin|during <named-month>|year", -6.444925853484402),
-                                    ("Chinese New Yearyear (latent)", -6.444925853484402),
-                                    ("tomorrowintersect", -6.444925853484402),
-                                    ("Lag BaOmeryear (latent)", -6.444925853484402),
+                                     -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),
                                     ("last weekend of <named-month>year (latent)",
-                                     -6.444925853484402),
-                                    ("Eid al-Adhayear (latent)", -4.304859689988131),
-                                    ("intersectin|during the <part-of-day>", -6.444925853484402),
-                                    ("Palm Sundayyear (latent)", -6.444925853484402),
-                                    ("Christmasat <time-of-day>", -6.444925853484402),
-                                    ("Passoveryear (latent)", -6.444925853484402),
-                                    ("Lazarus Saturdayyear (latent)", -6.444925853484402),
+                                     -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),
                                     ("<day-of-month> (ordinal or number) <named-month>year (latent)",
-                                     -6.444925853484402),
-                                    ("hhhmmon <day>", -5.528635121610247),
-                                    ("Yom HaShoahyear (latent)", -6.039460745376237),
+                                     -6.447305862541213),
+                                    ("hhhmmon <day>", -5.531015130667058),
+                                    ("Yom HaShoahyear (latent)", -6.041840754433049),
                                     ("Thursday<datetime> - <datetime> (interval)",
-                                     -6.039460745376237),
+                                     -6.041840754433049),
                                     ("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
-                                     -6.444925853484402),
-                                    ("Septemberyear (latent)", -6.039460745376237),
+                                     -6.447305862541213),
+                                    ("Septemberyear (latent)", -6.041840754433049),
                                     ("Thursday<time-of-day> - <time-of-day> (interval)",
-                                     -4.940848456708128),
-                                    ("Halloweenyear (latent)", -6.444925853484402),
+                                     -4.943228465764939),
+                                    ("Halloweenyear (latent)", -6.447305862541213),
                                     ("<ordinal> last <cycle> of <time>year (latent)",
-                                     -6.039460745376237),
+                                     -6.041840754433049),
                                     ("from <time-of-day> - <time-of-day> (interval)on <day>",
-                                     -5.751778672924456),
+                                     -5.754158681981268),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
-                                     -6.444925853484402),
-                                    ("at <time-of-day>intersect", -5.528635121610247),
-                                    ("Rosh Hashanahyear (latent)", -5.751778672924456),
-                                    ("Dhanterasyear (latent)", -6.444925853484402),
-                                    ("Tu BiShvatyear (latent)", -6.444925853484402),
-                                    ("<day-of-month> (ordinal)December", -5.751778672924456),
-                                    ("Holiyear (latent)", -5.751778672924456),
+                                     -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),
                                     ("<time-of-day> - <time-of-day> (interval)tomorrow",
-                                     -6.444925853484402),
-                                    ("Holika Dahanyear (latent)", -5.751778672924456),
+                                     -6.447305862541213),
+                                    ("Holika Dahanyear (latent)", -5.754158681981268),
                                     ("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -6.039460745376237),
-                                    ("dayminute", -3.095021766209797),
-                                    ("Mawlidyear (latent)", -6.444925853484402),
+                                     -6.041840754433049),
+                                    ("dayminute", -3.0974017752666083),
+                                    ("Mawlidyear (latent)", -6.447305862541213),
                                     ("from <datetime> - <datetime> (interval)on <day>",
-                                     -6.039460745376237),
+                                     -6.041840754433049),
                                     ("<datetime> - <datetime> (interval)tomorrow",
-                                     -6.444925853484402),
-                                    ("Jumu'atul-Widayear (latent)", -5.528635121610247),
-                                    ("minuteday", -2.707256235201034),
+                                     -6.447305862541213),
+                                    ("Jumu'atul-Widayear (latent)", -5.531015130667058),
+                                    ("minuteday", -2.7096362442578448),
                                     ("absorption of , after named dayintersect",
-                                     -5.751778672924456),
-                                    ("intersectyear (latent)", -6.444925853484402),
-                                    ("Orthodox Easter Sundayyear (latent)", -6.444925853484402),
+                                     -5.754158681981268),
+                                    ("intersectyear (latent)", -6.447305862541213),
+                                    ("Orthodox Easter Sundayyear (latent)", -6.447305862541213),
                                     ("time-of-day (latent)in|within|after <duration>",
-                                     -6.444925853484402),
+                                     -6.447305862541213),
                                     ("<ordinal> <cycle> of <time>year (latent)",
-                                     -6.444925853484402),
-                                    ("intersecthhhmm", -6.039460745376237),
+                                     -6.447305862541213),
+                                    ("intersecthhhmm", -6.041840754433049),
                                     ("the <day-of-month> (ordinal)in|during the <part-of-day>",
-                                     -6.444925853484402),
-                                    ("Boss's Dayyear (latent)", -6.039460745376237),
+                                     -6.447305862541213),
+                                    ("Boss's Dayyear (latent)", -6.041840754433049),
                                     ("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -6.444925853484402),
-                                    ("Global Youth Service Dayyear (latent)", -6.444925853484402),
-                                    ("Dhanterasin|during <named-month>|year", -6.444925853484402),
-                                    ("Tisha B'Avyear (latent)", -6.444925853484402),
-                                    ("Isra and Mi'rajyear (latent)", -5.528635121610247),
-                                    ("at <time-of-day>on <day>", -4.835487941050301),
+                                     -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),
                                     ("at <time-of-day>absorption of , after named day",
-                                     -6.039460745376237),
+                                     -6.041840754433049),
                                     ("time-of-day (latent)<time> <part-of-day>",
-                                     -5.751778672924456),
-                                    ("Christmasyear (latent)", -6.039460745376237),
-                                    ("Naraka Chaturdashiyear (latent)", -6.039460745376237),
-                                    ("Thai Pongalin|during <named-month>|year", -6.444925853484402),
-                                    ("dayweek", -6.444925853484402),
-                                    ("Easter Sundayyear (latent)", -5.751778672924456),
+                                     -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),
                                     ("between <time-of-day> and <time-of-day> (interval)on <day>",
-                                     -6.039460745376237),
-                                    ("Labour Dayyear (latent)", -6.444925853484402),
-                                    ("weekyear", -5.346313564816292),
-                                    ("King's Dayyear (latent)", -4.940848456708128),
-                                    ("hh:mmin|during the <part-of-day>", -5.528635121610247),
+                                     -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),
                                     ("<cycle> after|before <time><time-of-day> am|pm",
-                                     -6.039460745376237),
-                                    ("Hanukkahyear (latent)", -5.751778672924456),
-                                    ("February<time> <part-of-day>", -6.444925853484402),
+                                     -6.041840754433049),
+                                    ("Hanukkahyear (latent)", -5.754158681981268),
+                                    ("February<time> <part-of-day>", -6.447305862541213),
                                     ("time-of-day (latent)in|during the <part-of-day>",
-                                     -6.444925853484402),
-                                    ("Great Lentyear (latent)", -6.444925853484402),
-                                    ("tomorrowat <time-of-day>", -5.751778672924456),
+                                     -6.447305862541213),
+                                    ("Great Lentyear (latent)", -6.447305862541213),
+                                    ("tomorrowat <time-of-day>", -5.754158681981268),
                                     ("hhmm (latent)in|during the <part-of-day>",
-                                     -6.444925853484402),
-                                    ("Ugadiyear (latent)", -5.058631492364511),
-                                    ("Vaisakhiyear (latent)", -5.751778672924456),
+                                     -6.447305862541213),
+                                    ("Ugadiyear (latent)", -5.061011501421323),
+                                    ("Vaisakhiyear (latent)", -5.754158681981268),
                                     ("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-                                     -5.751778672924456),
-                                    ("last <cycle> of <time>year (latent)", -5.751778672924456),
-                                    ("at <time-of-day>tomorrow", -6.039460745376237),
-                                    ("tomorrow<time-of-day> am|pm", -6.444925853484402),
+                                     -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),
                                     ("<named-month> <day-of-month> (non ordinal)year (latent)",
-                                     -6.444925853484402),
-                                    ("Diwaliyear (latent)", -6.444925853484402),
-                                    ("between <time> and <time>on <day>", -6.039460745376237),
-                                    ("Black Fridayyear (latent)", -6.039460745376237),
+                                     -6.447305862541213),
+                                    ("Diwaliyear (latent)", -6.447305862541213),
+                                    ("between <time> and <time>on <day>", -6.041840754433049),
+                                    ("Black Fridayyear (latent)", -6.041840754433049),
                                     ("the <ordinal> last <cycle> of <time>year (latent)",
-                                     -6.444925853484402),
+                                     -6.447305862541213),
                                     ("in|during the <part-of-day>at <time-of-day>",
-                                     -6.444925853484402),
-                                    ("Chhathyear (latent)", -6.039460745376237),
-                                    ("Vasant Panchamiyear (latent)", -6.444925853484402),
-                                    ("Rabindra Jayantiyear (latent)", -5.192162884989034),
-                                    ("St Patrick's Dayyear (latent)", -6.444925853484402),
-                                    ("Thursday<time> (timezone)", -6.444925853484402),
+                                     -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),
                                     ("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-                                     -6.444925853484402),
-                                    ("Pargat Diwasyear (latent)", -5.192162884989034),
-                                    ("<datetime> - <datetime> (interval)July", -6.039460745376237),
+                                     -6.447305862541213),
+                                    ("Pargat Diwasyear (latent)", -5.194542894045845),
+                                    ("<datetime> - <datetime> (interval)July", -6.041840754433049),
                                     ("on <day><named-month> <day-of-month> (non ordinal)",
-                                     -5.751778672924456),
-                                    ("Februaryintersect", -6.444925853484402),
-                                    ("Mother's Dayyear (latent)", -6.444925853484402),
-                                    ("Simchat Torahyear (latent)", -6.444925853484402),
-                                    ("Victoria Dayyear (latent)", -6.039460745376237),
-                                    ("minuteyear", -6.444925853484402)],
-                               n = 485},
+                                     -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},
                    koData =
-                     ClassData{prior = -1.0165473356138055, unseen = -6.733401891837359,
+                     ClassData{prior = -1.0178622601951146, unseen = -6.734591659972948,
                                likelihoods =
                                  HashMap.fromList
-                                   [("Thursdayhhhmm", -4.534986129130987),
-                                    ("hourday", -3.6411682531088903),
+                                   [("Thursdayhhhmm", -4.53617731450114),
+                                    ("hourday", -3.6423594384790436),
                                     ("<hour-of-day> <integer><time-of-day> am|pm",
-                                     -6.0390635259072605),
-                                    ("<day-of-month> (ordinal)August", -6.0390635259072605),
-                                    ("dayhour", -3.364914876480732),
-                                    ("<time> timezoneyear (latent)", -5.345916345347316),
+                                     -6.040254711277414),
+                                    ("<day-of-month> (ordinal)August", -6.040254711277414),
+                                    ("dayhour", -3.366106061850885),
+                                    ("<time> timezoneyear (latent)", -5.3471075307174685),
                                     ("<time-of-day> - <time-of-day> (interval)on <day>",
-                                     -5.122772794033106),
-                                    ("Tuesdayfrom|since|after <time>", -5.345916345347316),
-                                    ("daymonth", -3.364914876480732),
-                                    ("monthyear", -4.786300557411892),
-                                    ("<time-of-day> am|pmyear (latent)", -5.345916345347316),
-                                    ("Thai Pongalyear (latent)", -5.345916345347316),
-                                    ("intersecthh:mm", -6.0390635259072605),
+                                     -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),
                                     ("from <datetime> - <datetime> (interval)July",
-                                     -5.633598417799097),
-                                    ("<day-of-month> (ordinal)Wednesday", -6.0390635259072605),
-                                    ("houryear", -4.652769164787371),
+                                     -5.634789603169249),
+                                    ("<day-of-month> (ordinal)Wednesday", -6.040254711277414),
+                                    ("houryear", -4.653960350157523),
                                     ("from <time-of-day> - <time-of-day> (interval)July",
-                                     -6.0390635259072605),
-                                    ("<day-of-month> (ordinal)October", -6.0390635259072605),
+                                     -6.040254711277414),
+                                    ("<day-of-month> (ordinal)October", -6.040254711277414),
                                     ("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.345916345347316),
-                                    ("hournograin", -4.786300557411892),
-                                    ("<time-of-day> am|pmintersect", -4.786300557411892),
-                                    ("Octoberyear (latent)", -6.0390635259072605),
+                                     -5.3471075307174685),
+                                    ("hournograin", -4.787491742782046),
+                                    ("<time-of-day> am|pmintersect", -4.787491742782046),
+                                    ("Octoberyear (latent)", -6.040254711277414),
                                     ("time-of-day (latent)intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.633598417799097),
-                                    ("until <time>on <day>", -5.345916345347316),
-                                    ("time-of-day (latent)intersect", -5.345916345347316),
-                                    ("todayin <number> (implicit minutes)", -6.0390635259072605),
+                                     -5.634789603169249),
+                                    ("until <time>on <day>", -5.3471075307174685),
+                                    ("time-of-day (latent)intersect", -5.3471075307174685),
+                                    ("todayin <number> (implicit minutes)", -6.040254711277414),
                                     ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-                                     -5.345916345347316),
+                                     -5.3471075307174685),
                                     ("about|exactly <time-of-day>year (latent)",
-                                     -6.0390635259072605),
-                                    ("hh:mmon <day>", -4.786300557411892),
-                                    ("hhhmmintersect", -5.633598417799097),
-                                    ("absorption of , after named dayJuly", -5.122772794033106),
-                                    ("from|since|after <time>July", -5.633598417799097),
+                                     -6.040254711277414),
+                                    ("hh:mmon <day>", -4.787491742782046),
+                                    ("hhhmmintersect", -5.634789603169249),
+                                    ("absorption of , after named dayJuly", -5.123963979403259),
+                                    ("from|since|after <time>July", -5.634789603169249),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-                                     -5.122772794033106),
-                                    ("Clean Mondayyear (latent)", -6.0390635259072605),
-                                    ("monthhour", -6.0390635259072605),
+                                     -5.123963979403259),
+                                    ("Clean Mondayyear (latent)", -6.040254711277414),
+                                    ("monthhour", -6.040254711277414),
                                     ("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.633598417799097),
-                                    ("hourmonth", -4.16726134900567),
-                                    ("todayat <time-of-day>", -6.0390635259072605),
-                                    ("hhhmmyear (latent)", -4.786300557411892),
-                                    ("from|since|after <time>December", -6.0390635259072605),
+                                     -5.634789603169249),
+                                    ("hourmonth", -4.168452534375823),
+                                    ("todayat <time-of-day>", -6.040254711277414),
+                                    ("hhhmmyear (latent)", -4.787491742782046),
+                                    ("from|since|after <time>December", -6.040254711277414),
                                     ("from|since|after <time><time-of-day> am|pm",
-                                     -6.0390635259072605),
-                                    ("<time-of-day> am|pmon <day>", -4.786300557411892),
-                                    ("Mondayyear (latent)", -5.345916345347316),
-                                    ("dayday", -4.652769164787371),
-                                    ("mm/ddat <time-of-day>", -5.633598417799097),
-                                    ("on <day>September", -5.345916345347316),
-                                    ("time-of-day (latent)September", -5.633598417799097),
-                                    ("hourhour", -5.633598417799097),
-                                    ("time-of-day (latent)on <day>", -4.534986129130987),
+                                     -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),
                                     ("time-of-day (latent)<cycle> after|before <time>",
-                                     -5.633598417799097),
-                                    ("dayyear", -3.09462454674082),
-                                    ("Thursdaymm/dd", -6.0390635259072605),
-                                    ("New Year's Dayyear (latent)", -5.122772794033106),
-                                    ("time-of-day (latent)Sunday", -5.633598417799097),
-                                    ("Thursdayfrom|since|after <time>", -4.334315433668835),
-                                    ("Thursdayat <time-of-day>", -4.429625613473161),
+                                     -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),
                                     ("<integer> to|till|before <hour-of-day>September",
-                                     -6.0390635259072605),
-                                    ("Aprilyear (latent)", -6.0390635259072605),
-                                    ("the <day-of-month> (ordinal)July", -6.0390635259072605),
-                                    ("the <day-of-month> (number)July", -6.0390635259072605),
-                                    ("monthminute", -6.0390635259072605),
-                                    ("<time-of-day> am|pmtomorrow", -6.0390635259072605),
-                                    ("Thursdayhh:mm", -5.122772794033106),
-                                    ("<day-of-month> (ordinal)Tuesday", -5.633598417799097),
-                                    ("minutemonth", -3.89899736241099),
-                                    ("time-of-day (latent)Friday", -5.633598417799097),
-                                    ("minutehour", -6.0390635259072605),
-                                    ("Augustyear (latent)", -5.633598417799097),
-                                    ("week-endin|during <named-month>|year", -6.0390635259072605),
-                                    ("time-of-day (latent)Tuesday", -5.633598417799097),
+                                     -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),
                                     ("mm/dd<time-of-day> - <time-of-day> (interval)",
-                                     -5.633598417799097),
+                                     -5.634789603169249),
                                     ("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-                                     -6.0390635259072605),
-                                    ("Sundayyear (latent)", -5.122772794033106),
-                                    ("Christmasat <time-of-day>", -6.0390635259072605),
-                                    ("from|since|after <time>year (latent)", -4.940451237239151),
-                                    ("hhhmmon <day>", -5.122772794033106),
-                                    ("yesterday<time-of-day> am|pm", -6.0390635259072605),
-                                    ("<day-of-month> (ordinal)July", -5.345916345347316),
+                                     -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),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-                                     -6.0390635259072605),
-                                    ("mm/ddyear (latent)", -6.0390635259072605),
+                                     -6.040254711277414),
+                                    ("mm/ddyear (latent)", -6.040254711277414),
                                     ("Thursday<time-of-day> - <time-of-day> (interval)",
-                                     -6.0390635259072605),
+                                     -6.040254711277414),
                                     ("in|during <named-month>|yearyear (latent)",
-                                     -6.0390635259072605),
-                                    ("at <time-of-day>intersect", -5.122772794033106),
-                                    ("hh:mmyear (latent)", -4.652769164787371),
-                                    ("Holiyear (latent)", -6.0390635259072605),
-                                    ("until <time><time-of-day> am|pm", -6.0390635259072605),
+                                     -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),
                                     ("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.633598417799097),
-                                    ("dayminute", -3.1768626449777924),
-                                    ("yyyy-mm-ddhh:mm", -5.633598417799097),
-                                    ("intersectfrom|since|after <time>", -5.633598417799097),
-                                    ("intersectSeptember", -4.16726134900567),
-                                    ("minuteday", -2.8820631047571474),
+                                     -5.634789603169249),
+                                    ("dayminute", -3.1780538303479458),
+                                    ("yyyy-mm-ddhh:mm", -5.634789603169249),
+                                    ("intersectfrom|since|after <time>", -5.634789603169249),
+                                    ("intersectSeptember", -4.168452534375823),
+                                    ("minuteday", -2.883254290127301),
                                     ("absorption of , after named dayintersect",
-                                     -6.0390635259072605),
-                                    ("intersectyear (latent)", -6.0390635259072605),
-                                    ("Februaryin|during the <part-of-day>", -6.0390635259072605),
+                                     -6.040254711277414),
+                                    ("intersectyear (latent)", -6.040254711277414),
+                                    ("Februaryin|during the <part-of-day>", -6.040254711277414),
                                     ("<duration> after|before|from|past <time>December",
-                                     -6.0390635259072605),
-                                    ("time-of-day (latent)July", -5.345916345347316),
-                                    ("Saturdayyear (latent)", -6.0390635259072605),
+                                     -6.040254711277414),
+                                    ("time-of-day (latent)July", -5.3471075307174685),
+                                    ("Saturdayyear (latent)", -6.040254711277414),
                                     ("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -6.0390635259072605),
-                                    ("at <time-of-day>on <day>", -5.122772794033106),
+                                     -6.040254711277414),
+                                    ("at <time-of-day>on <day>", -5.123963979403259),
                                     ("absorption of , after named daySeptember",
-                                     -4.786300557411892),
-                                    ("Naraka Chaturdashiyear (latent)", -6.0390635259072605),
-                                    ("from|since|after <time>on <day>", -5.122772794033106),
-                                    ("dayweek", -6.0390635259072605),
-                                    ("Easter Sundayyear (latent)", -5.633598417799097),
-                                    ("Thursday<time-of-day> am|pm", -4.786300557411892),
-                                    ("weekyear", -5.633598417799097),
-                                    ("time-of-day (latent)Thursday", -5.633598417799097),
+                                     -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),
                                     ("<named-month> <day-of-month> (non ordinal)until <time>",
-                                     -6.0390635259072605),
-                                    ("<day-of-month> (ordinal)April", -6.0390635259072605),
+                                     -6.040254711277414),
+                                    ("<day-of-month> (ordinal)April", -6.040254711277414),
                                     ("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-                                     -5.633598417799097),
+                                     -5.634789603169249),
                                     ("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-                                     -5.345916345347316),
-                                    ("Sundayfrom|since|after <time>", -6.0390635259072605),
-                                    ("absorption of , after named dayFebruary", -5.122772794033106),
+                                     -5.3471075307174685),
+                                    ("Sundayfrom|since|after <time>", -6.040254711277414),
+                                    ("absorption of , after named dayFebruary", -5.123963979403259),
                                     ("time-of-day (latent)in|during the <part-of-day>",
-                                     -5.633598417799097),
+                                     -5.634789603169249),
                                     ("July<integer> to|till|before <hour-of-day>",
-                                     -6.0390635259072605),
-                                    ("tomorrowat <time-of-day>", -6.0390635259072605),
-                                    ("daynograin", -5.633598417799097),
+                                     -6.040254711277414),
+                                    ("tomorrowat <time-of-day>", -6.040254711277414),
+                                    ("daynograin", -5.634789603169249),
                                     ("<integer> to|till|before <hour-of-day>July",
-                                     -5.633598417799097),
-                                    ("last <cycle> of <time>year (latent)", -5.633598417799097),
-                                    ("tomorrow<time-of-day> am|pm", -6.0390635259072605),
+                                     -5.634789603169249),
+                                    ("last <cycle> of <time>year (latent)", -5.634789603169249),
+                                    ("tomorrow<time-of-day> am|pm", -6.040254711277414),
                                     ("<named-month> <day-of-month> (non ordinal)year (latent)",
-                                     -5.345916345347316),
-                                    ("Diwaliyear (latent)", -5.633598417799097),
+                                     -5.3471075307174685),
+                                    ("Diwaliyear (latent)", -5.634789603169249),
                                     ("<time-of-day> - <time-of-day> (interval)July",
-                                     -6.0390635259072605),
-                                    ("Fridayyear (latent)", -5.633598417799097),
-                                    ("time-of-day (latent)April", -6.0390635259072605),
-                                    ("minuteyear", -3.8418389485710414)],
+                                     -6.040254711277414),
+                                    ("Fridayyear (latent)", -5.634789603169249),
+                                    ("time-of-day (latent)April", -6.040254711277414),
+                                    ("minuteyear", -3.8430301339411947)],
                                n = 275}}),
        ("one eleven",
         Classifier{okData =
@@ -1595,16 +1597,15 @@ classifiers
                                likelihoods = HashMap.fromList [], n = 0}}),
        ("year (latent)",
         Classifier{okData =
-                     ClassData{prior = -0.14107859825990549,
-                               unseen = -5.4638318050256105,
+                     ClassData{prior = -0.14051128673393956,
+                               unseen = -5.4680601411351315,
                                likelihoods =
                                  HashMap.fromList
-                                   [("integer (numeric)", -2.5863510589919352e-2),
-                                    ("intersect 2 numbers", -4.073291153024268)],
-                               n = 231},
+                                   [("integer (numeric)", -2.575249610241474e-2),
+                                    ("intersect 2 numbers", -4.07753744390572)],
+                               n = 232},
                    koData =
-                     ClassData{prior = -2.0281482472922856,
-                               unseen = -3.6888794541139363,
+                     ClassData{prior = -2.031900596910836, unseen = -3.6888794541139363,
                                likelihoods =
                                  HashMap.fromList
                                    [("integer (numeric)", -1.5841201044498106),
@@ -2155,6 +2156,13 @@ classifiers
                    koData =
                      ClassData{prior = -infinity, unseen = -0.6931471805599453,
                                likelihoods = HashMap.fromList [], n = 0}}),
+       ("Ratha-Yatra",
+        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}}),
        ("Palm Sunday",
         Classifier{okData =
                      ClassData{prior = 0.0, unseen = -1.3862943611198906,
diff --git a/Duckling/Ranking/Classifiers/EN_GB.hs b/Duckling/Ranking/Classifiers/EN_GB.hs
index 45309c50..b8dd9bda 100644
--- a/Duckling/Ranking/Classifiers/EN_GB.hs
+++ b/Duckling/Ranking/Classifiers/EN_GB.hs
@@ -83,10 +83,10 @@ classifiers
                                likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
        ("integer (numeric)",
         Classifier{okData =
-                     ClassData{prior = -0.5963915120956376, unseen = -6.113682179832232,
-                               likelihoods = HashMap.fromList [("", 0.0)], n = 450},
+                     ClassData{prior = -0.5953949971000688, unseen = -6.115892125483034,
+                               likelihoods = HashMap.fromList [("", 0.0)], n = 451},
                    koData =
-                     ClassData{prior = -0.8002772468054327, unseen = -5.910796644040527,
+                     ClassData{prior = -0.8015004885481768, unseen = -5.910796644040527,
                                likelihoods = HashMap.fromList [("", 0.0)], n = 367}}),
        ("<year> (bc|ad)",
         Classifier{okData =
@@ -868,445 +868,446 @@ classifiers
                                likelihoods = HashMap.fromList [], n = 0}}),
        ("intersect",
         Classifier{okData =
-                     ClassData{prior = -0.4686869733609887, unseen = -7.122866658599083,
+                     ClassData{prior = -0.4679005790489568,
+                               unseen = -7.1252830915107115,
                                likelihoods =
                                  HashMap.fromList
-                                   [("Navaratriyear (latent)", -6.428912701069197),
-                                    ("Father's Dayyear (latent)", -6.428912701069197),
-                                    ("Karva Chauthyear (latent)", -6.428912701069197),
+                                   [("Navaratriyear (latent)", -6.431331081933479),
+                                    ("Father's Dayyear (latent)", -6.431331081933479),
+                                    ("Karva Chauthyear (latent)", -6.431331081933479),
                                     ("<day-of-month> (ordinal)in|during the <part-of-day>",
-                                     -6.428912701069197),
-                                    ("Maha Shivaratriyear (latent)", -6.428912701069197),
-                                    ("Ramadanyear (latent)", -5.176149732573829),
+                                     -6.431331081933479),
+                                    ("Maha Shivaratriyear (latent)", -6.431331081933479),
+                                    ("Ramadanyear (latent)", -5.178568113438111),
                                     ("<datetime> - <datetime> (interval)on <day>",
-                                     -5.042618339949307),
-                                    ("Bhai Doojyear (latent)", -6.428912701069197),
-                                    ("hourday", -4.414009680526933),
-                                    ("dayhour", -3.4844737219027566),
+                                     -5.045036720813588),
+                                    ("Bhai Doojyear (latent)", -6.431331081933479),
+                                    ("hourday", -4.416428061391214),
+                                    ("dayhour", -3.486892102767038),
                                     ("<time-of-day> - <time-of-day> (interval)on <day>",
-                                     -5.042618339949307),
-                                    ("Martin Luther King's Dayyear (latent)", -6.023447592961032),
-                                    ("Shemini Atzeretyear (latent)", -6.428912701069197),
-                                    ("daymonth", -4.414009680526933),
-                                    ("monthday", -6.023447592961032),
-                                    ("monthyear", -4.637153231841142),
-                                    ("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),
+                                     -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),
                                     ("from <datetime> - <datetime> (interval)July",
-                                     -5.512621969195042),
-                                    ("<day-of-month> (ordinal)Wednesday", -6.428912701069197),
-                                    ("Krishna Janmashtamiyear (latent)", -6.023447592961032),
-                                    ("Guru Gobind Singh Jayantiyear (latent)", -6.428912701069197),
-                                    ("houryear", -5.512621969195042),
+                                     -5.515040350059324),
+                                    ("<day-of-month> (ordinal)Wednesday", -6.431331081933479),
+                                    ("Krishna Janmashtamiyear (latent)", -6.025865973825314),
+                                    ("Guru Gobind Singh Jayantiyear (latent)", -6.431331081933479),
+                                    ("houryear", -5.515040350059324),
                                     ("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-                                     -6.428912701069197),
-                                    ("Christmas<time-of-day> am|pm", -6.428912701069197),
+                                     -6.431331081933479),
+                                    ("Christmas<time-of-day> am|pm", -6.431331081933479),
                                     ("last <day-of-week> of <time>year (latent)",
-                                     -6.428912701069197),
+                                     -6.431331081933479),
                                     ("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.7357655205092515),
-                                    ("intersectin|during <named-month>|year", -6.428912701069197),
-                                    ("<time-of-day> am|pmintersect", -5.176149732573829),
-                                    ("Earth Houryear (latent)", -6.428912701069197),
-                                    ("Octoberyear (latent)", -4.924835304292923),
-                                    ("intersect<time-of-day> am|pm", -6.428912701069197),
-                                    ("Mattu Pongalyear (latent)", -6.428912701069197),
-                                    ("Shavuotyear (latent)", -6.428912701069197),
-                                    ("Parsi New Yearyear (latent)", -5.512621969195042),
+                                     -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),
                                     ("at <time-of-day>in|within|after <duration>",
-                                     -6.428912701069197),
-                                    ("Thursdayhh(:mm) - <time-of-day> am|pm", -6.428912701069197),
-                                    ("todayin|within|after <duration>", -6.428912701069197),
+                                     -6.431331081933479),
+                                    ("Thursdayhh(:mm) - <time-of-day> am|pm", -6.431331081933479),
+                                    ("todayin|within|after <duration>", -6.431331081933479),
                                     ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-                                     -6.023447592961032),
-                                    ("Marchyear (latent)", -6.428912701069197),
+                                     -6.025865973825314),
+                                    ("Marchyear (latent)", -6.431331081933479),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"hhhmm",
-                                     -6.023447592961032),
-                                    ("Sukkotyear (latent)", -6.023447592961032),
-                                    ("hhhmmintersect", -6.023447592961032),
+                                     -6.025865973825314),
+                                    ("Sukkotyear (latent)", -6.025865973825314),
+                                    ("hhhmmintersect", -6.025865973825314),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-                                     -6.023447592961032),
-                                    ("Clean Mondayyear (latent)", -6.023447592961032),
-                                    ("monthhour", -6.023447592961032),
+                                     -6.025865973825314),
+                                    ("Clean Mondayyear (latent)", -6.025865973825314),
+                                    ("monthhour", -6.025865973825314),
                                     ("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -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),
-                                    ("dd/mm<time-of-day> am|pm", -6.428912701069197),
-                                    ("<time-of-day> am|pmon <day>", -4.414009680526933),
+                                     -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),
                                     ("this <time>hh(:mm) - <time-of-day> am|pm",
-                                     -6.428912701069197),
-                                    ("yyyy-mm-ddhh:mm:ss", -6.023447592961032),
-                                    ("dayday", -3.7208624999669873),
-                                    ("dd/mmat <time-of-day>", -6.428912701069197),
-                                    ("<time> <part-of-day>at <time-of-day>", -6.428912701069197),
-                                    ("tonightat <time-of-day>", -6.428912701069197),
+                                     -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),
                                     ("<time-of-day> am|pmabsorption of , after named day",
-                                     -5.7357655205092515),
+                                     -5.738183901373533),
                                     ("Dayananda Saraswati Jayantiyear (latent)",
-                                     -6.428912701069197),
-                                    ("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", -6.023447592961032),
-                                    ("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),
+                                     -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),
                                     ("intersect<named-month> <day-of-month> (non ordinal)",
-                                     -4.557110524167606),
-                                    ("Boghiyear (latent)", -6.428912701069197),
-                                    ("dayyear", -1.8542017225658143),
+                                     -4.559528905031887),
+                                    ("Boghiyear (latent)", -6.431331081933479),
+                                    ("dayyear", -1.8514787039296772),
                                     ("Karva Chauthin|during <named-month>|year",
-                                     -6.428912701069197),
-                                    ("Thursdayfrom|since|after <time>", -6.023447592961032),
+                                     -6.431331081933479),
+                                    ("Thursdayfrom|since|after <time>", -6.025865973825314),
                                     ("<time-of-day> o'clockin|during the <part-of-day>",
-                                     -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),
+                                     -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),
                                     ("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-                                     -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),
+                                     -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),
                                     ("at <time-of-day>in|during the <part-of-day>",
-                                     -6.023447592961032),
-                                    ("time-of-day (latent)tomorrow", -5.512621969195042),
-                                    ("part of daysat <time-of-day>", -6.023447592961032),
+                                     -6.025865973825314),
+                                    ("time-of-day (latent)tomorrow", -5.515040350059324),
+                                    ("part of daysat <time-of-day>", -6.025865973825314),
                                     ("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-                                     -4.414009680526933),
-                                    ("for <duration> from <time>December", -6.428912701069197),
-                                    ("tomorrow<time-of-day> sharp|exactly", -6.428912701069197),
+                                     -4.416428061391214),
+                                    ("for <duration> from <time>December", -6.431331081933479),
+                                    ("tomorrow<time-of-day> sharp|exactly", -6.431331081933479),
                                     ("Thursdayfrom <datetime> - <datetime> (interval)",
-                                     -5.176149732573829),
+                                     -5.178568113438111),
                                     ("intersect by \",\", \"of\", \"from\" for yearhhhmm",
-                                     -5.176149732573829),
-                                    ("time-of-day (latent)this <part-of-day>", -6.428912701069197),
-                                    ("Pentecostyear (latent)", -6.428912701069197),
+                                     -5.178568113438111),
+                                    ("time-of-day (latent)this <part-of-day>", -6.431331081933479),
+                                    ("Pentecostyear (latent)", -6.431331081933479),
                                     ("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-                                     -5.176149732573829),
-                                    ("<day-of-month> (ordinal)February", -6.428912701069197),
-                                    ("Eid al-Fitryear (latent)", -5.042618339949307),
+                                     -5.178568113438111),
+                                    ("<day-of-month> (ordinal)February", -6.431331081933479),
+                                    ("Eid al-Fitryear (latent)", -5.045036720813588),
                                     ("Vasant Panchamiin|during <named-month>|year",
-                                     -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),
+                                     -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),
                                     ("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-                                     -6.023447592961032),
-                                    ("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),
+                                     -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),
                                     ("last weekend of <named-month>year (latent)",
-                                     -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),
+                                     -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),
                                     ("<day-of-month> (ordinal or number) <named-month>year (latent)",
-                                     -6.428912701069197),
-                                    ("hhhmmon <day>", -5.512621969195042),
-                                    ("Yom HaShoahyear (latent)", -6.023447592961032),
+                                     -6.431331081933479),
+                                    ("hhhmmon <day>", -5.515040350059324),
+                                    ("Yom HaShoahyear (latent)", -6.025865973825314),
                                     ("Thursday<datetime> - <datetime> (interval)",
-                                     -6.023447592961032),
+                                     -6.025865973825314),
                                     ("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
-                                     -6.428912701069197),
-                                    ("Septemberyear (latent)", -6.023447592961032),
+                                     -6.431331081933479),
+                                    ("Septemberyear (latent)", -6.025865973825314),
                                     ("Thursday<time-of-day> - <time-of-day> (interval)",
-                                     -4.924835304292923),
-                                    ("Halloweenyear (latent)", -6.428912701069197),
+                                     -4.927253685157205),
+                                    ("Halloweenyear (latent)", -6.431331081933479),
                                     ("<ordinal> last <cycle> of <time>year (latent)",
-                                     -6.023447592961032),
+                                     -6.025865973825314),
                                     ("from <time-of-day> - <time-of-day> (interval)on <day>",
-                                     -5.7357655205092515),
+                                     -5.738183901373533),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
-                                     -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),
+                                     -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),
                                     ("<time-of-day> - <time-of-day> (interval)tomorrow",
-                                     -6.428912701069197),
-                                    ("Holika Dahanyear (latent)", -5.7357655205092515),
+                                     -6.431331081933479),
+                                    ("Holika Dahanyear (latent)", -5.738183901373533),
                                     ("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -6.023447592961032),
-                                    ("dayminute", -3.0790086137945925),
-                                    ("Mawlidyear (latent)", -6.428912701069197),
+                                     -6.025865973825314),
+                                    ("dayminute", -3.081426994658874),
+                                    ("Mawlidyear (latent)", -6.431331081933479),
                                     ("from <datetime> - <datetime> (interval)on <day>",
-                                     -6.023447592961032),
+                                     -6.025865973825314),
                                     ("<datetime> - <datetime> (interval)tomorrow",
-                                     -6.428912701069197),
-                                    ("Jumu'atul-Widayear (latent)", -5.512621969195042),
-                                    ("minuteday", -2.691243082785829),
+                                     -6.431331081933479),
+                                    ("Jumu'atul-Widayear (latent)", -5.515040350059324),
+                                    ("minuteday", -2.6936614636501104),
                                     ("absorption of , after named dayintersect",
-                                     -5.7357655205092515),
-                                    ("intersectyear (latent)", -6.428912701069197),
-                                    ("Orthodox Easter Sundayyear (latent)", -6.428912701069197),
+                                     -5.738183901373533),
+                                    ("intersectyear (latent)", -6.431331081933479),
+                                    ("Orthodox Easter Sundayyear (latent)", -6.431331081933479),
                                     ("time-of-day (latent)in|within|after <duration>",
-                                     -6.428912701069197),
+                                     -6.431331081933479),
                                     ("<ordinal> <cycle> of <time>year (latent)",
-                                     -6.428912701069197),
-                                    ("intersecthhhmm", -6.023447592961032),
+                                     -6.431331081933479),
+                                    ("intersecthhhmm", -6.025865973825314),
                                     ("the <day-of-month> (ordinal)in|during the <part-of-day>",
-                                     -6.428912701069197),
-                                    ("Mothering Sundayyear (latent)", -6.023447592961032),
-                                    ("Boss's Dayyear (latent)", -6.023447592961032),
+                                     -6.431331081933479),
+                                    ("Mothering Sundayyear (latent)", -6.025865973825314),
+                                    ("Boss's Dayyear (latent)", -6.025865973825314),
                                     ("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -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),
+                                     -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),
                                     ("at <time-of-day>absorption of , after named day",
-                                     -6.023447592961032),
+                                     -6.025865973825314),
                                     ("time-of-day (latent)<time> <part-of-day>",
-                                     -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),
+                                     -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),
                                     ("between <time-of-day> and <time-of-day> (interval)on <day>",
-                                     -6.023447592961032),
-                                    ("weekyear", -5.330300412401088),
-                                    ("King's Dayyear (latent)", -4.924835304292923),
-                                    ("hh:mmin|during the <part-of-day>", -5.512621969195042),
+                                     -6.025865973825314),
+                                    ("weekyear", -5.332718793265369),
+                                    ("King's Dayyear (latent)", -4.927253685157205),
+                                    ("hh:mmin|during the <part-of-day>", -5.515040350059324),
                                     ("<cycle> after|before <time><time-of-day> am|pm",
-                                     -6.023447592961032),
-                                    ("Hanukkahyear (latent)", -5.7357655205092515),
-                                    ("February<time> <part-of-day>", -6.428912701069197),
+                                     -6.025865973825314),
+                                    ("Hanukkahyear (latent)", -5.738183901373533),
+                                    ("February<time> <part-of-day>", -6.431331081933479),
                                     ("time-of-day (latent)in|during the <part-of-day>",
-                                     -6.428912701069197),
-                                    ("Great Lentyear (latent)", -6.428912701069197),
-                                    ("tomorrowat <time-of-day>", -5.7357655205092515),
+                                     -6.431331081933479),
+                                    ("Great Lentyear (latent)", -6.431331081933479),
+                                    ("tomorrowat <time-of-day>", -5.738183901373533),
                                     ("hhmm (latent)in|during the <part-of-day>",
-                                     -6.428912701069197),
-                                    ("Ugadiyear (latent)", -5.042618339949307),
-                                    ("Vaisakhiyear (latent)", -5.7357655205092515),
+                                     -6.431331081933479),
+                                    ("Ugadiyear (latent)", -5.045036720813588),
+                                    ("Vaisakhiyear (latent)", -5.738183901373533),
                                     ("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-                                     -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),
+                                     -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),
                                     ("<named-month> <day-of-month> (non ordinal)year (latent)",
-                                     -6.428912701069197),
-                                    ("Diwaliyear (latent)", -6.428912701069197),
-                                    ("between <time> and <time>on <day>", -6.023447592961032),
-                                    ("Black Fridayyear (latent)", -6.023447592961032),
+                                     -6.431331081933479),
+                                    ("Diwaliyear (latent)", -6.431331081933479),
+                                    ("between <time> and <time>on <day>", -6.025865973825314),
+                                    ("Black Fridayyear (latent)", -6.025865973825314),
                                     ("the <ordinal> last <cycle> of <time>year (latent)",
-                                     -6.428912701069197),
+                                     -6.431331081933479),
                                     ("in|during the <part-of-day>at <time-of-day>",
-                                     -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),
+                                     -6.431331081933479),
+                                    ("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),
                                     ("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-                                     -6.428912701069197),
-                                    ("Pargat Diwasyear (latent)", -5.176149732573829),
-                                    ("August Bank Holidayyear (latent)", -5.7357655205092515),
-                                    ("<datetime> - <datetime> (interval)July", -6.023447592961032),
+                                     -6.431331081933479),
+                                    ("Pargat Diwasyear (latent)", -5.178568113438111),
+                                    ("August Bank Holidayyear (latent)", -5.738183901373533),
+                                    ("<datetime> - <datetime> (interval)July", -6.025865973825314),
                                     ("on <day><named-month> <day-of-month> (non ordinal)",
-                                     -5.7357655205092515),
-                                    ("Februaryintersect", -6.428912701069197),
-                                    ("Simchat Torahyear (latent)", -6.428912701069197),
-                                    ("minuteyear", -6.428912701069197)],
-                               n = 475},
+                                     -5.738183901373533),
+                                    ("Februaryintersect", -6.431331081933479),
+                                    ("Simchat Torahyear (latent)", -6.431331081933479),
+                                    ("minuteyear", -6.431331081933479)],
+                               n = 476},
                    koData =
-                     ClassData{prior = -0.9830275392344239, unseen = -6.754604099487962,
+                     ClassData{prior = -0.9843441951191707, unseen = -6.755768921984256,
                                likelihoods =
                                  HashMap.fromList
-                                   [("Thursdayhhhmm", -4.55621334126156),
+                                   [("Thursdayhhhmm", -4.557379522151743),
                                     ("time-of-day (latent)<time-of-day> - <time-of-day> (interval)",
-                                     -5.65482562992967),
-                                    ("hourday", -3.662395465239464),
+                                     -5.655991810819852),
+                                    ("hourday", -3.6635616461296463),
                                     ("<hour-of-day> <integer><time-of-day> am|pm",
-                                     -6.060290738037835),
-                                    ("<day-of-month> (ordinal)August", -6.060290738037835),
-                                    ("dayhour", -3.386142088611306),
-                                    ("<time> timezoneyear (latent)", -5.367143557477889),
+                                     -6.061456918928017),
+                                    ("<day-of-month> (ordinal)August", -6.061456918928017),
+                                    ("dayhour", -3.3873082695014882),
+                                    ("<time> timezoneyear (latent)", -5.368309738368072),
                                     ("<time-of-day> - <time-of-day> (interval)on <day>",
-                                     -5.1440000061636795),
-                                    ("Tuesdayfrom|since|after <time>", -5.367143557477889),
-                                    ("daymonth", -3.386142088611306),
-                                    ("monthyear", -4.8075277695424665),
-                                    ("<time-of-day> am|pmyear (latent)", -5.367143557477889),
-                                    ("Thai Pongalyear (latent)", -5.367143557477889),
-                                    ("intersecthh:mm", -6.060290738037835),
+                                     -5.145166187053862),
+                                    ("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),
                                     ("from <datetime> - <datetime> (interval)July",
-                                     -5.65482562992967),
-                                    ("<day-of-month> (ordinal)Wednesday", -6.060290738037835),
-                                    ("houryear", -4.673996376917944),
+                                     -5.655991810819852),
+                                    ("<day-of-month> (ordinal)Wednesday", -6.061456918928017),
+                                    ("houryear", -4.675162557808126),
                                     ("from <time-of-day> - <time-of-day> (interval)July",
-                                     -6.060290738037835),
-                                    ("<day-of-month> (ordinal)October", -6.060290738037835),
+                                     -6.061456918928017),
+                                    ("<day-of-month> (ordinal)October", -6.061456918928017),
                                     ("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.367143557477889),
-                                    ("hournograin", -4.8075277695424665),
-                                    ("<time-of-day> am|pmintersect", -4.8075277695424665),
-                                    ("Octoberyear (latent)", -6.060290738037835),
+                                     -5.368309738368072),
+                                    ("hournograin", -4.808693950432649),
+                                    ("<time-of-day> am|pmintersect", -4.808693950432649),
+                                    ("Octoberyear (latent)", -6.061456918928017),
                                     ("time-of-day (latent)intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.65482562992967),
-                                    ("until <time>on <day>", -5.367143557477889),
-                                    ("time-of-day (latent)intersect", -5.367143557477889),
-                                    ("todayin <number> (implicit minutes)", -6.060290738037835),
+                                     -5.655991810819852),
+                                    ("until <time>on <day>", -5.368309738368072),
+                                    ("time-of-day (latent)intersect", -5.368309738368072),
+                                    ("todayin <number> (implicit minutes)", -6.061456918928017),
                                     ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-                                     -5.367143557477889),
+                                     -5.368309738368072),
                                     ("about|exactly <time-of-day>year (latent)",
-                                     -6.060290738037835),
-                                    ("hh:mmon <day>", -4.8075277695424665),
-                                    ("hhhmmintersect", -5.65482562992967),
-                                    ("absorption of , after named dayJuly", -5.1440000061636795),
-                                    ("from|since|after <time>July", -5.65482562992967),
+                                     -6.061456918928017),
+                                    ("hh:mmon <day>", -4.808693950432649),
+                                    ("hhhmmintersect", -5.655991810819852),
+                                    ("absorption of , after named dayJuly", -5.145166187053862),
+                                    ("from|since|after <time>July", -5.655991810819852),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-                                     -5.1440000061636795),
-                                    ("Clean Mondayyear (latent)", -6.060290738037835),
-                                    ("monthhour", -6.060290738037835),
+                                     -5.145166187053862),
+                                    ("Clean Mondayyear (latent)", -6.061456918928017),
+                                    ("monthhour", -6.061456918928017),
                                     ("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.65482562992967),
-                                    ("hourmonth", -4.188488561136243),
-                                    ("todayat <time-of-day>", -6.060290738037835),
-                                    ("Bank Holidayyear (latent)", -5.367143557477889),
-                                    ("hhhmmyear (latent)", -4.8075277695424665),
-                                    ("from|since|after <time>December", -6.060290738037835),
+                                     -5.655991810819852),
+                                    ("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),
                                     ("from|since|after <time><time-of-day> am|pm",
-                                     -6.060290738037835),
-                                    ("<time-of-day> am|pmon <day>", -4.8075277695424665),
-                                    ("Mondayyear (latent)", -5.367143557477889),
-                                    ("dayday", -4.673996376917944),
-                                    ("dd/mmat <time-of-day>", -5.65482562992967),
-                                    ("on <day>September", -5.367143557477889),
-                                    ("time-of-day (latent)September", -5.65482562992967),
-                                    ("hourhour", -4.961678449369725),
-                                    ("time-of-day (latent)on <day>", -4.55621334126156),
-                                    ("Thursdaydd/mm", -6.060290738037835),
+                                     -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),
                                     ("time-of-day (latent)<cycle> after|before <time>",
-                                     -5.65482562992967),
-                                    ("dayyear", -3.039865851893472),
-                                    ("New Year's Dayyear (latent)", -5.1440000061636795),
-                                    ("time-of-day (latent)Sunday", -5.65482562992967),
-                                    ("Thursdayfrom|since|after <time>", -4.355542645799409),
-                                    ("Thursdayat <time-of-day>", -4.450852825603734),
+                                     -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),
                                     ("<integer> to|till|before <hour-of-day>September",
-                                     -6.060290738037835),
-                                    ("Aprilyear (latent)", -6.060290738037835),
-                                    ("the <day-of-month> (ordinal)July", -6.060290738037835),
-                                    ("the <day-of-month> (number)July", -6.060290738037835),
-                                    ("monthminute", -6.060290738037835),
-                                    ("hourminute", -5.367143557477889),
-                                    ("<time-of-day> am|pmtomorrow", -6.060290738037835),
-                                    ("Thursdayhh:mm", -5.1440000061636795),
-                                    ("<day-of-month> (ordinal)Tuesday", -5.65482562992967),
-                                    ("minutemonth", -3.920224574541564),
-                                    ("time-of-day (latent)Friday", -5.65482562992967),
-                                    ("minutehour", -6.060290738037835),
-                                    ("Augustyear (latent)", -5.65482562992967),
-                                    ("week-endin|during <named-month>|year", -6.060290738037835),
-                                    ("time-of-day (latent)Tuesday", -5.65482562992967),
+                                     -6.061456918928017),
+                                    ("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),
                                     ("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-                                     -6.060290738037835),
+                                     -6.061456918928017),
                                     ("dd/mm<time-of-day> - <time-of-day> (interval)",
-                                     -5.65482562992967),
-                                    ("Sundayyear (latent)", -5.1440000061636795),
-                                    ("Christmasat <time-of-day>", -6.060290738037835),
-                                    ("from|since|after <time>year (latent)", -4.961678449369725),
-                                    ("dd/mmyear (latent)", -6.060290738037835),
-                                    ("hhhmmon <day>", -5.1440000061636795),
-                                    ("yesterday<time-of-day> am|pm", -6.060290738037835),
-                                    ("<day-of-month> (ordinal)July", -5.367143557477889),
+                                     -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),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-                                     -6.060290738037835),
+                                     -6.061456918928017),
                                     ("Thursday<time-of-day> - <time-of-day> (interval)",
-                                     -6.060290738037835),
+                                     -6.061456918928017),
                                     ("in|during <named-month>|yearyear (latent)",
-                                     -6.060290738037835),
-                                    ("at <time-of-day>intersect", -5.1440000061636795),
-                                    ("hh:mmyear (latent)", -4.673996376917944),
-                                    ("Holiyear (latent)", -6.060290738037835),
-                                    ("until <time><time-of-day> am|pm", -6.060290738037835),
+                                     -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),
                                     ("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.65482562992967),
-                                    ("dayminute", -3.198089857108366),
-                                    ("yyyy-mm-ddhh:mm", -5.65482562992967),
-                                    ("intersectfrom|since|after <time>", -5.65482562992967),
-                                    ("intersectSeptember", -4.188488561136243),
-                                    ("minuteday", -2.903290316887721),
+                                     -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",
-                                     -6.060290738037835),
-                                    ("intersectyear (latent)", -6.060290738037835),
-                                    ("Februaryin|during the <part-of-day>", -6.060290738037835),
+                                     -6.061456918928017),
+                                    ("intersectyear (latent)", -6.061456918928017),
+                                    ("Februaryin|during the <part-of-day>", -6.061456918928017),
                                     ("<duration> after|before|from|past <time>December",
-                                     -6.060290738037835),
-                                    ("time-of-day (latent)July", -5.367143557477889),
-                                    ("Saturdayyear (latent)", -6.060290738037835),
+                                     -6.061456918928017),
+                                    ("time-of-day (latent)July", -5.368309738368072),
+                                    ("Saturdayyear (latent)", -6.061456918928017),
                                     ("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -6.060290738037835),
-                                    ("at <time-of-day>on <day>", -5.1440000061636795),
-                                    ("time-of-day (latent)<time-of-day> am|pm", -6.060290738037835),
+                                     -6.061456918928017),
+                                    ("at <time-of-day>on <day>", -5.145166187053862),
+                                    ("time-of-day (latent)<time-of-day> am|pm", -6.061456918928017),
                                     ("absorption of , after named daySeptember",
-                                     -4.8075277695424665),
-                                    ("Naraka Chaturdashiyear (latent)", -6.060290738037835),
-                                    ("from|since|after <time>on <day>", -5.1440000061636795),
-                                    ("dayweek", -6.060290738037835),
-                                    ("Easter Sundayyear (latent)", -5.65482562992967),
-                                    ("time-of-day (latent)at <time-of-day>", -5.367143557477889),
-                                    ("Thursday<time-of-day> am|pm", -4.8075277695424665),
-                                    ("weekyear", -5.65482562992967),
-                                    ("time-of-day (latent)Thursday", -5.65482562992967),
+                                     -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),
                                     ("<named-month> <day-of-month> (non ordinal)until <time>",
-                                     -6.060290738037835),
-                                    ("<day-of-month> (ordinal)April", -6.060290738037835),
+                                     -6.061456918928017),
+                                    ("<day-of-month> (ordinal)April", -6.061456918928017),
                                     ("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-                                     -5.65482562992967),
+                                     -5.655991810819852),
                                     ("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-                                     -5.367143557477889),
-                                    ("Sundayfrom|since|after <time>", -6.060290738037835),
-                                    ("absorption of , after named dayFebruary",
-                                     -5.1440000061636795),
+                                     -5.368309738368072),
+                                    ("Sundayfrom|since|after <time>", -6.061456918928017),
+                                    ("absorption of , after named dayFebruary", -5.145166187053862),
                                     ("time-of-day (latent)in|during the <part-of-day>",
-                                     -5.65482562992967),
+                                     -5.655991810819852),
                                     ("July<integer> to|till|before <hour-of-day>",
-                                     -6.060290738037835),
-                                    ("tomorrowat <time-of-day>", -6.060290738037835),
-                                    ("daynograin", -5.65482562992967),
+                                     -6.061456918928017),
+                                    ("tomorrowat <time-of-day>", -6.061456918928017),
+                                    ("daynograin", -5.655991810819852),
                                     ("<integer> to|till|before <hour-of-day>July",
-                                     -5.65482562992967),
-                                    ("last <cycle> of <time>year (latent)", -5.65482562992967),
-                                    ("tomorrow<time-of-day> am|pm", -6.060290738037835),
+                                     -5.655991810819852),
+                                    ("last <cycle> of <time>year (latent)", -5.655991810819852),
+                                    ("tomorrow<time-of-day> am|pm", -6.061456918928017),
                                     ("<named-month> <day-of-month> (non ordinal)year (latent)",
-                                     -5.367143557477889),
-                                    ("Diwaliyear (latent)", -5.65482562992967),
+                                     -5.368309738368072),
+                                    ("Diwaliyear (latent)", -5.655991810819852),
                                     ("<time-of-day> - <time-of-day> (interval)July",
-                                     -6.060290738037835),
-                                    ("Fridayyear (latent)", -5.65482562992967),
-                                    ("time-of-day (latent)April", -6.060290738037835),
-                                    ("minuteyear", -3.863066160701615)],
+                                     -6.061456918928017),
+                                    ("Fridayyear (latent)", -5.655991810819852),
+                                    ("time-of-day (latent)April", -6.061456918928017),
+                                    ("minuteyear", -3.8642323415917974)],
                                n = 284}}),
        ("one eleven",
         Classifier{okData =
@@ -1589,15 +1590,14 @@ classifiers
                                likelihoods = HashMap.fromList [], n = 0}}),
        ("year (latent)",
         Classifier{okData =
-                     ClassData{prior = -0.14701474296180966,
-                               unseen = -5.420534999272286,
+                     ClassData{prior = -0.1463987030229403, unseen = -5.424950017481403,
                                likelihoods =
                                  HashMap.fromList
-                                   [("integer (numeric)", -2.702867238791926e-2),
-                                    ("intersect 2 numbers", -4.029806041084529)],
-                               n = 221},
+                                   [("integer (numeric)", -2.690745291992438e-2),
+                                    ("intersect 2 numbers", -4.034240638152395)],
+                               n = 222},
                    koData =
-                     ClassData{prior = -1.9898293829901488,
+                     ClassData{prior = -1.9937280234058061,
                                unseen = -3.6888794541139363,
                                likelihoods =
                                  HashMap.fromList
@@ -2106,6 +2106,13 @@ classifiers
                    koData =
                      ClassData{prior = -infinity, unseen = -0.6931471805599453,
                                likelihoods = HashMap.fromList [], n = 0}}),
+       ("Ratha-Yatra",
+        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}}),
        ("Palm Sunday",
         Classifier{okData =
                      ClassData{prior = 0.0, unseen = -1.3862943611198906,
diff --git a/Duckling/Ranking/Classifiers/EN_IE.hs b/Duckling/Ranking/Classifiers/EN_IE.hs
index b65f8929..866c036f 100644
--- a/Duckling/Ranking/Classifiers/EN_IE.hs
+++ b/Duckling/Ranking/Classifiers/EN_IE.hs
@@ -83,10 +83,10 @@ classifiers
                                likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
        ("integer (numeric)",
         Classifier{okData =
-                     ClassData{prior = -0.5644851369496048, unseen = -6.089044875446846,
-                               likelihoods = HashMap.fromList [("", 0.0)], n = 439},
+                     ClassData{prior = -0.5635043216751151, unseen = -6.091309882077698,
+                               likelihoods = HashMap.fromList [("", 0.0)], n = 440},
                    koData =
-                     ClassData{prior = -0.8408420600443324, unseen = -5.814130531825066,
+                     ClassData{prior = -0.8421365586069781, unseen = -5.814130531825066,
                                likelihoods = HashMap.fromList [("", 0.0)], n = 333}}),
        ("<year> (bc|ad)",
         Classifier{okData =
@@ -858,429 +858,429 @@ classifiers
                                likelihoods = HashMap.fromList [], n = 0}}),
        ("intersect",
         Classifier{okData =
-                     ClassData{prior = -0.46021562287957263,
-                               unseen = -7.0909098220799835,
+                     ClassData{prior = -0.45941864780041747,
+                               unseen = -7.093404625868766,
                                likelihoods =
                                  HashMap.fromList
-                                   [("Navaratriyear (latent)", -6.396929655216146),
-                                    ("Karva Chauthyear (latent)", -6.396929655216146),
+                                   [("Navaratriyear (latent)", -6.399426535414734),
+                                    ("Karva Chauthyear (latent)", -6.399426535414734),
                                     ("<day-of-month> (ordinal)in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Maha Shivaratriyear (latent)", -6.396929655216146),
-                                    ("Ramadanyear (latent)", -5.144166686720778),
+                                     -6.399426535414734),
+                                    ("Maha Shivaratriyear (latent)", -6.399426535414734),
+                                    ("Ramadanyear (latent)", -5.146663566919366),
                                     ("<datetime> - <datetime> (interval)on <day>",
-                                     -5.0106352940962555),
-                                    ("Bhai Doojyear (latent)", -6.396929655216146),
-                                    ("hourday", -4.382026634673881),
-                                    ("dayhour", -3.4524906760497056),
+                                     -5.013132174294843),
+                                    ("Bhai Doojyear (latent)", -6.399426535414734),
+                                    ("hourday", -4.384523514872469),
+                                    ("dayhour", -3.4549875562482932),
                                     ("<time-of-day> - <time-of-day> (interval)on <day>",
-                                     -5.0106352940962555),
-                                    ("Martin Luther King's Dayyear (latent)", -5.991464547107982),
-                                    ("Shemini Atzeretyear (latent)", -6.396929655216146),
-                                    ("daymonth", -4.382026634673881),
-                                    ("monthday", -5.991464547107982),
-                                    ("monthyear", -4.605170185988091),
-                                    ("Yom Ha'atzmautyear (latent)", -6.396929655216146),
-                                    ("Vijayadashamiyear (latent)", -6.396929655216146),
-                                    ("Thai Pongalyear (latent)", -5.703782474656201),
-                                    ("Thiru Onamyear (latent)", -5.703782474656201),
-                                    ("hhhmmabsorption of , after named day", -6.396929655216146),
-                                    ("Tuesdaythe <day-of-month> (ordinal)", -6.396929655216146),
+                                     -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),
                                     ("from <datetime> - <datetime> (interval)July",
-                                     -5.480638923341991),
-                                    ("<day-of-month> (ordinal)Wednesday", -6.396929655216146),
-                                    ("Krishna Janmashtamiyear (latent)", -5.991464547107982),
-                                    ("Guru Gobind Singh Jayantiyear (latent)", -6.396929655216146),
-                                    ("houryear", -5.480638923341991),
+                                     -5.483135803540579),
+                                    ("<day-of-month> (ordinal)Wednesday", -6.399426535414734),
+                                    ("Krishna Janmashtamiyear (latent)", -5.993961427306569),
+                                    ("Guru Gobind Singh Jayantiyear (latent)", -6.399426535414734),
+                                    ("houryear", -5.483135803540579),
                                     ("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-                                     -6.396929655216146),
-                                    ("Christmas<time-of-day> am|pm", -6.396929655216146),
+                                     -6.399426535414734),
+                                    ("Christmas<time-of-day> am|pm", -6.399426535414734),
                                     ("last <day-of-week> of <time>year (latent)",
-                                     -6.396929655216146),
+                                     -6.399426535414734),
                                     ("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.703782474656201),
-                                    ("intersectin|during <named-month>|year", -6.396929655216146),
-                                    ("<time-of-day> am|pmintersect", -5.144166686720778),
-                                    ("Earth Houryear (latent)", -6.396929655216146),
-                                    ("Octoberyear (latent)", -4.892852258439873),
-                                    ("intersect<time-of-day> am|pm", -6.396929655216146),
-                                    ("Mattu Pongalyear (latent)", -6.396929655216146),
-                                    ("Shavuotyear (latent)", -6.396929655216146),
-                                    ("Parsi New Yearyear (latent)", -5.480638923341991),
+                                     -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),
                                     ("at <time-of-day>in|within|after <duration>",
-                                     -6.396929655216146),
-                                    ("Thursdayhh(:mm) - <time-of-day> am|pm", -6.396929655216146),
-                                    ("todayin|within|after <duration>", -6.396929655216146),
+                                     -6.399426535414734),
+                                    ("Thursdayhh(:mm) - <time-of-day> am|pm", -6.399426535414734),
+                                    ("todayin|within|after <duration>", -6.399426535414734),
                                     ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-                                     -5.991464547107982),
-                                    ("Marchyear (latent)", -6.396929655216146),
+                                     -5.993961427306569),
+                                    ("Marchyear (latent)", -6.399426535414734),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"hhhmm",
-                                     -5.991464547107982),
-                                    ("Sukkotyear (latent)", -5.991464547107982),
-                                    ("hhhmmintersect", -5.991464547107982),
+                                     -5.993961427306569),
+                                    ("Sukkotyear (latent)", -5.993961427306569),
+                                    ("hhhmmintersect", -5.993961427306569),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-                                     -5.991464547107982),
-                                    ("Clean Mondayyear (latent)", -5.991464547107982),
-                                    ("monthhour", -5.991464547107982),
+                                     -5.993961427306569),
+                                    ("Clean Mondayyear (latent)", -5.993961427306569),
+                                    ("monthhour", -5.993961427306569),
                                     ("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.703782474656201),
-                                    ("todayat <time-of-day>", -6.396929655216146),
-                                    ("Thursday<time> timezone", -3.9990343824177756),
-                                    ("time-of-day (latent)tonight", -5.991464547107982),
-                                    ("from|since|after <time>December", -6.396929655216146),
-                                    ("<time-of-day> am|pmon <day>", -4.382026634673881),
+                                     -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),
                                     ("this <time>hh(:mm) - <time-of-day> am|pm",
-                                     -6.396929655216146),
-                                    ("yyyy-mm-ddhh:mm:ss", -5.991464547107982),
-                                    ("dayday", -3.6888794541139363),
-                                    ("<time> <part-of-day>at <time-of-day>", -6.396929655216146),
-                                    ("tonightat <time-of-day>", -6.396929655216146),
+                                     -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),
                                     ("<time-of-day> am|pmabsorption of , after named day",
-                                     -5.703782474656201),
+                                     -5.7062793548547885),
                                     ("Dayananda Saraswati Jayantiyear (latent)",
-                                     -6.396929655216146),
-                                    ("today<time-of-day> am|pm", -6.396929655216146),
-                                    ("Februarythe <day-of-month> (ordinal)", -5.991464547107982),
-                                    ("at <time-of-day><time> <part-of-day>", -6.396929655216146),
-                                    ("<day-of-month> (ordinal)intersect", -5.991464547107982),
-                                    ("hourhour", -4.31748811353631),
-                                    ("Mahavir Jayantiyear (latent)", -5.991464547107982),
-                                    ("Navaratriin|during <named-month>|year", -6.396929655216146),
-                                    ("Wednesdaythis|last|next <cycle>", -6.396929655216146),
-                                    ("Lentyear (latent)", -6.396929655216146),
+                                     -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),
                                     ("intersect<named-month> <day-of-month> (non ordinal)",
-                                     -4.5251274783145545),
-                                    ("Boghiyear (latent)", -6.396929655216146),
-                                    ("dayyear", -1.8805906829346708),
+                                     -4.527624358513142),
+                                    ("Boghiyear (latent)", -6.399426535414734),
+                                    ("dayyear", -1.8776379583656932),
                                     ("Karva Chauthin|during <named-month>|year",
-                                     -6.396929655216146),
-                                    ("Thursdayfrom|since|after <time>", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("Thursdayfrom|since|after <time>", -5.993961427306569),
                                     ("<time-of-day> o'clockin|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Thursdayat <time-of-day>", -5.703782474656201),
-                                    ("Islamic New Yearyear (latent)", -5.991464547107982),
-                                    ("Laylat al-Qadryear (latent)", -5.480638923341991),
-                                    ("Shrove Tuesdayyear (latent)", -6.396929655216146),
+                                     -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),
                                     ("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-                                     -5.703782474656201),
-                                    ("<time-of-day> am|pmtomorrow", -5.703782474656201),
-                                    ("Yom Kippuryear (latent)", -6.396929655216146),
-                                    ("<day-of-month> (ordinal)Tuesday", -5.991464547107982),
-                                    ("<part-of-day> of <time>year (latent)", -6.396929655216146),
-                                    ("minutehour", -5.144166686720778),
-                                    ("Kaanum Pongalyear (latent)", -5.991464547107982),
-                                    ("Maha Saptamiyear (latent)", -6.396929655216146),
+                                     -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),
                                     ("at <time-of-day>in|during the <part-of-day>",
-                                     -5.991464547107982),
-                                    ("time-of-day (latent)tomorrow", -5.480638923341991),
-                                    ("part of daysat <time-of-day>", -5.991464547107982),
+                                     -5.993961427306569),
+                                    ("time-of-day (latent)tomorrow", -5.483135803540579),
+                                    ("part of daysat <time-of-day>", -5.993961427306569),
                                     ("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-                                     -4.382026634673881),
-                                    ("for <duration> from <time>December", -6.396929655216146),
-                                    ("tomorrow<time-of-day> sharp|exactly", -6.396929655216146),
+                                     -4.384523514872469),
+                                    ("for <duration> from <time>December", -6.399426535414734),
+                                    ("tomorrow<time-of-day> sharp|exactly", -6.399426535414734),
                                     ("Thursdayfrom <datetime> - <datetime> (interval)",
-                                     -5.144166686720778),
+                                     -5.146663566919366),
                                     ("intersect by \",\", \"of\", \"from\" for yearhhhmm",
-                                     -5.144166686720778),
-                                    ("time-of-day (latent)this <part-of-day>", -6.396929655216146),
-                                    ("Pentecostyear (latent)", -6.396929655216146),
+                                     -5.146663566919366),
+                                    ("time-of-day (latent)this <part-of-day>", -6.399426535414734),
+                                    ("Pentecostyear (latent)", -6.399426535414734),
                                     ("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-                                     -5.144166686720778),
-                                    ("<day-of-month> (ordinal)February", -6.396929655216146),
-                                    ("Eid al-Fitryear (latent)", -5.0106352940962555),
+                                     -5.146663566919366),
+                                    ("<day-of-month> (ordinal)February", -6.399426535414734),
+                                    ("Eid al-Fitryear (latent)", -5.013132174294843),
                                     ("Vasant Panchamiin|during <named-month>|year",
-                                     -6.396929655216146),
-                                    ("Mondayin|during the <part-of-day>", -6.396929655216146),
-                                    ("Chhathin|during <named-month>|year", -6.396929655216146),
-                                    ("Diwaliin|during <named-month>|year", -6.396929655216146),
-                                    ("Vaisakhiin|during <named-month>|year", -6.396929655216146),
-                                    ("Guru Ravidass Jayantiyear (latent)", -5.144166686720778),
-                                    ("Raksha Bandhanyear (latent)", -6.396929655216146),
-                                    ("daysecond", -5.991464547107982),
+                                     -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),
                                     ("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-                                     -5.991464547107982),
-                                    ("Ashurayear (latent)", -6.396929655216146),
-                                    ("Tuesdayin|during <named-month>|year", -6.396929655216146),
-                                    ("Chinese New Yearyear (latent)", -6.396929655216146),
-                                    ("tomorrowintersect", -6.396929655216146),
-                                    ("Lag BaOmeryear (latent)", -6.396929655216146),
+                                     -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),
                                     ("last weekend of <named-month>year (latent)",
-                                     -6.396929655216146),
-                                    ("Eid al-Adhayear (latent)", -4.2568634917198755),
-                                    ("intersectin|during the <part-of-day>", -6.396929655216146),
-                                    ("Palm Sundayyear (latent)", -6.396929655216146),
-                                    ("Christmasat <time-of-day>", -6.396929655216146),
-                                    ("Passoveryear (latent)", -6.396929655216146),
-                                    ("Lazarus Saturdayyear (latent)", -6.396929655216146),
+                                     -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),
                                     ("<day-of-month> (ordinal or number) <named-month>year (latent)",
-                                     -6.396929655216146),
-                                    ("hhhmmon <day>", -5.480638923341991),
-                                    ("Yom HaShoahyear (latent)", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("hhhmmon <day>", -5.483135803540579),
+                                    ("Yom HaShoahyear (latent)", -5.993961427306569),
                                     ("Thursday<datetime> - <datetime> (interval)",
-                                     -5.991464547107982),
+                                     -5.993961427306569),
                                     ("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Septemberyear (latent)", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("Septemberyear (latent)", -5.993961427306569),
                                     ("Thursday<time-of-day> - <time-of-day> (interval)",
-                                     -4.892852258439873),
-                                    ("Halloweenyear (latent)", -6.396929655216146),
+                                     -4.895349138638459),
+                                    ("Halloweenyear (latent)", -6.399426535414734),
                                     ("<ordinal> last <cycle> of <time>year (latent)",
-                                     -5.991464547107982),
+                                     -5.993961427306569),
                                     ("from <time-of-day> - <time-of-day> (interval)on <day>",
-                                     -5.703782474656201),
+                                     -5.7062793548547885),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
-                                     -6.396929655216146),
-                                    ("at <time-of-day>intersect", -5.480638923341991),
-                                    ("Rosh Hashanahyear (latent)", -5.703782474656201),
-                                    ("Dhanterasyear (latent)", -6.396929655216146),
-                                    ("Tu BiShvatyear (latent)", -6.396929655216146),
-                                    ("<day-of-month> (ordinal)December", -5.703782474656201),
-                                    ("Holiyear (latent)", -5.703782474656201),
+                                     -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),
                                     ("<time-of-day> - <time-of-day> (interval)tomorrow",
-                                     -6.396929655216146),
-                                    ("Holika Dahanyear (latent)", -5.703782474656201),
+                                     -6.399426535414734),
+                                    ("Holika Dahanyear (latent)", -5.7062793548547885),
                                     ("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.991464547107982),
-                                    ("dayminute", -3.082743650543621),
-                                    ("Mawlidyear (latent)", -6.396929655216146),
+                                     -5.993961427306569),
+                                    ("dayminute", -3.0852405307422077),
+                                    ("Mawlidyear (latent)", -6.399426535414734),
                                     ("from <datetime> - <datetime> (interval)on <day>",
-                                     -5.991464547107982),
+                                     -5.993961427306569),
                                     ("<datetime> - <datetime> (interval)tomorrow",
-                                     -6.396929655216146),
-                                    ("Jumu'atul-Widayear (latent)", -5.480638923341991),
-                                    ("minuteday", -2.659260036932778),
+                                     -6.399426535414734),
+                                    ("Jumu'atul-Widayear (latent)", -5.483135803540579),
+                                    ("minuteday", -2.6617569171313655),
                                     ("absorption of , after named dayintersect",
-                                     -5.703782474656201),
-                                    ("intersectyear (latent)", -6.396929655216146),
-                                    ("Orthodox Easter Sundayyear (latent)", -6.396929655216146),
+                                     -5.7062793548547885),
+                                    ("intersectyear (latent)", -6.399426535414734),
+                                    ("Orthodox Easter Sundayyear (latent)", -6.399426535414734),
                                     ("time-of-day (latent)in|within|after <duration>",
-                                     -6.396929655216146),
+                                     -6.399426535414734),
                                     ("<ordinal> <cycle> of <time>year (latent)",
-                                     -6.396929655216146),
-                                    ("intersecthhhmm", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("intersecthhhmm", -5.993961427306569),
                                     ("the <day-of-month> (ordinal)in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Boss's Dayyear (latent)", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("Boss's Dayyear (latent)", -5.993961427306569),
                                     ("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -6.396929655216146),
-                                    ("Global Youth Service Dayyear (latent)", -6.396929655216146),
-                                    ("Dhanterasin|during <named-month>|year", -6.396929655216146),
-                                    ("Tisha B'Avyear (latent)", -6.396929655216146),
-                                    ("Isra and Mi'rajyear (latent)", -5.480638923341991),
-                                    ("at <time-of-day>on <day>", -4.787491742782046),
+                                     -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),
                                     ("at <time-of-day>absorption of , after named day",
-                                     -5.991464547107982),
+                                     -5.993961427306569),
                                     ("time-of-day (latent)<time> <part-of-day>",
-                                     -5.703782474656201),
-                                    ("Christmasyear (latent)", -5.991464547107982),
-                                    ("Naraka Chaturdashiyear (latent)", -5.991464547107982),
-                                    ("Thai Pongalin|during <named-month>|year", -6.396929655216146),
-                                    ("dayweek", -6.396929655216146),
-                                    ("Easter Sundayyear (latent)", -5.703782474656201),
+                                     -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),
                                     ("between <time-of-day> and <time-of-day> (interval)on <day>",
-                                     -5.991464547107982),
-                                    ("weekyear", -5.298317366548036),
-                                    ("King's Dayyear (latent)", -4.892852258439873),
-                                    ("hh:mmin|during the <part-of-day>", -5.480638923341991),
+                                     -5.993961427306569),
+                                    ("weekyear", -5.300814246746624),
+                                    ("King's Dayyear (latent)", -4.895349138638459),
+                                    ("hh:mmin|during the <part-of-day>", -5.483135803540579),
                                     ("<cycle> after|before <time><time-of-day> am|pm",
-                                     -5.991464547107982),
-                                    ("Hanukkahyear (latent)", -5.703782474656201),
-                                    ("February<time> <part-of-day>", -6.396929655216146),
+                                     -5.993961427306569),
+                                    ("Hanukkahyear (latent)", -5.7062793548547885),
+                                    ("February<time> <part-of-day>", -6.399426535414734),
                                     ("time-of-day (latent)in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Great Lentyear (latent)", -6.396929655216146),
-                                    ("tomorrowat <time-of-day>", -5.703782474656201),
+                                     -6.399426535414734),
+                                    ("Great Lentyear (latent)", -6.399426535414734),
+                                    ("tomorrowat <time-of-day>", -5.7062793548547885),
                                     ("hhmm (latent)in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Ugadiyear (latent)", -5.0106352940962555),
-                                    ("Vaisakhiyear (latent)", -5.703782474656201),
+                                     -6.399426535414734),
+                                    ("Ugadiyear (latent)", -5.013132174294843),
+                                    ("Vaisakhiyear (latent)", -5.7062793548547885),
                                     ("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-                                     -5.703782474656201),
-                                    ("last <cycle> of <time>year (latent)", -5.703782474656201),
-                                    ("at <time-of-day>tomorrow", -5.991464547107982),
-                                    ("tomorrow<time-of-day> am|pm", -6.396929655216146),
+                                     -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),
                                     ("<named-month> <day-of-month> (non ordinal)year (latent)",
-                                     -6.396929655216146),
-                                    ("Diwaliyear (latent)", -6.396929655216146),
-                                    ("between <time> and <time>on <day>", -5.991464547107982),
-                                    ("Black Fridayyear (latent)", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("Diwaliyear (latent)", -6.399426535414734),
+                                    ("between <time> and <time>on <day>", -5.993961427306569),
+                                    ("Black Fridayyear (latent)", -5.993961427306569),
                                     ("the <ordinal> last <cycle> of <time>year (latent)",
-                                     -6.396929655216146),
+                                     -6.399426535414734),
                                     ("in|during the <part-of-day>at <time-of-day>",
-                                     -6.396929655216146),
-                                    ("Chhathyear (latent)", -5.991464547107982),
-                                    ("Vasant Panchamiyear (latent)", -6.396929655216146),
-                                    ("Rabindra Jayantiyear (latent)", -5.144166686720778),
-                                    ("St Patrick's Dayyear (latent)", -6.396929655216146),
-                                    ("Thursday<time> (timezone)", -6.396929655216146),
+                                     -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),
                                     ("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Pargat Diwasyear (latent)", -5.144166686720778),
-                                    ("<datetime> - <datetime> (interval)July", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("Pargat Diwasyear (latent)", -5.146663566919366),
+                                    ("<datetime> - <datetime> (interval)July", -5.993961427306569),
                                     ("on <day><named-month> <day-of-month> (non ordinal)",
-                                     -5.703782474656201),
-                                    ("Februaryintersect", -6.396929655216146),
-                                    ("Simchat Torahyear (latent)", -6.396929655216146),
-                                    ("minuteyear", -6.396929655216146)],
-                               n = 462},
+                                     -5.7062793548547885),
+                                    ("Februaryintersect", -6.399426535414734),
+                                    ("Simchat Torahyear (latent)", -6.399426535414734),
+                                    ("minuteyear", -6.399426535414734)],
+                               n = 463},
                    koData =
-                     ClassData{prior = -0.9973585549629368, unseen = -6.705639094860003,
+                     ClassData{prior = -0.9987237428882767, unseen = -6.706862336602747,
                                likelihoods =
                                  HashMap.fromList
-                                   [("Thursdayhhhmm", -4.507189777627888),
-                                    ("hourday", -3.6133719016057912),
+                                   [("Thursdayhhhmm", -4.508414517523783),
+                                    ("hourday", -3.614596641501687),
                                     ("<hour-of-day> <integer><time-of-day> am|pm",
-                                     -6.0112671744041615),
-                                    ("<day-of-month> (ordinal)August", -6.0112671744041615),
-                                    ("dayhour", -3.446317816942625),
-                                    ("<time> timezoneyear (latent)", -5.318119993844216),
+                                     -6.012491914300058),
+                                    ("<day-of-month> (ordinal)August", -6.012491914300058),
+                                    ("dayhour", -3.447542556838521),
+                                    ("<time> timezoneyear (latent)", -5.319344733740112),
                                     ("<time-of-day> - <time-of-day> (interval)on <day>",
-                                     -5.094976442530006),
-                                    ("Tuesdayfrom|since|after <time>", -5.318119993844216),
-                                    ("daymonth", -3.337118524977633),
-                                    ("monthyear", -4.758504205908793),
-                                    ("<time-of-day> am|pmyear (latent)", -5.318119993844216),
-                                    ("Thai Pongalyear (latent)", -5.318119993844216),
-                                    ("intersecthh:mm", -6.0112671744041615),
+                                     -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),
                                     ("from <datetime> - <datetime> (interval)July",
-                                     -5.605802066295998),
-                                    ("<day-of-month> (ordinal)Wednesday", -6.0112671744041615),
-                                    ("houryear", -4.624972813284271),
+                                     -5.607026806191893),
+                                    ("<day-of-month> (ordinal)Wednesday", -6.012491914300058),
+                                    ("houryear", -4.626197553180167),
                                     ("from <time-of-day> - <time-of-day> (interval)July",
-                                     -6.0112671744041615),
-                                    ("<day-of-month> (ordinal)October", -6.0112671744041615),
+                                     -6.012491914300058),
+                                    ("<day-of-month> (ordinal)October", -6.012491914300058),
                                     ("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.318119993844216),
-                                    ("hournograin", -4.758504205908793),
-                                    ("<time-of-day> am|pmintersect", -4.758504205908793),
-                                    ("Octoberyear (latent)", -6.0112671744041615),
+                                     -5.319344733740112),
+                                    ("hournograin", -4.75972894580469),
+                                    ("<time-of-day> am|pmintersect", -4.75972894580469),
+                                    ("Octoberyear (latent)", -6.012491914300058),
                                     ("time-of-day (latent)intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.605802066295998),
-                                    ("until <time>on <day>", -5.318119993844216),
-                                    ("time-of-day (latent)intersect", -5.318119993844216),
-                                    ("todayin <number> (implicit minutes)", -6.0112671744041615),
+                                     -5.607026806191893),
+                                    ("until <time>on <day>", -5.319344733740112),
+                                    ("time-of-day (latent)intersect", -5.319344733740112),
+                                    ("todayin <number> (implicit minutes)", -6.012491914300058),
                                     ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-                                     -5.318119993844216),
+                                     -5.319344733740112),
                                     ("about|exactly <time-of-day>year (latent)",
-                                     -6.0112671744041615),
-                                    ("hh:mmon <day>", -4.758504205908793),
-                                    ("hhhmmintersect", -5.605802066295998),
-                                    ("absorption of , after named dayJuly", -5.094976442530006),
-                                    ("from|since|after <time>July", -5.605802066295998),
+                                     -6.012491914300058),
+                                    ("hh:mmon <day>", -4.75972894580469),
+                                    ("hhhmmintersect", -5.607026806191893),
+                                    ("absorption of , after named dayJuly", -5.096201182425903),
+                                    ("from|since|after <time>July", -5.607026806191893),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-                                     -5.094976442530006),
-                                    ("Clean Mondayyear (latent)", -6.0112671744041615),
-                                    ("monthhour", -6.0112671744041615),
+                                     -5.096201182425903),
+                                    ("Clean Mondayyear (latent)", -6.012491914300058),
+                                    ("monthhour", -6.012491914300058),
                                     ("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.605802066295998),
-                                    ("hourmonth", -4.139464997502571),
-                                    ("todayat <time-of-day>", -6.0112671744041615),
-                                    ("hhhmmyear (latent)", -4.758504205908793),
-                                    ("from|since|after <time>December", -6.0112671744041615),
+                                     -5.607026806191893),
+                                    ("hourmonth", -4.140689737398466),
+                                    ("todayat <time-of-day>", -6.012491914300058),
+                                    ("hhhmmyear (latent)", -4.75972894580469),
+                                    ("from|since|after <time>December", -6.012491914300058),
                                     ("from|since|after <time><time-of-day> am|pm",
-                                     -6.0112671744041615),
-                                    ("<time-of-day> am|pmon <day>", -4.758504205908793),
-                                    ("Mondayyear (latent)", -5.318119993844216),
-                                    ("dayday", -4.624972813284271),
-                                    ("on <day>September", -5.318119993844216),
-                                    ("time-of-day (latent)September", -5.605802066295998),
-                                    ("hourhour", -5.605802066295998),
-                                    ("time-of-day (latent)on <day>", -4.507189777627888),
-                                    ("Thursdaydd/mm", -6.0112671744041615),
+                                     -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),
                                     ("time-of-day (latent)<cycle> after|before <time>",
-                                     -5.605802066295998),
-                                    ("dayyear", -3.0934964423198825),
-                                    ("New Year's Dayyear (latent)", -5.094976442530006),
-                                    ("time-of-day (latent)Sunday", -5.605802066295998),
-                                    ("Thursdayfrom|since|after <time>", -4.306519082165736),
-                                    ("Thursdayat <time-of-day>", -4.401829261970061),
+                                     -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),
                                     ("<integer> to|till|before <hour-of-day>September",
-                                     -6.0112671744041615),
-                                    ("Aprilyear (latent)", -6.0112671744041615),
-                                    ("the <day-of-month> (ordinal)July", -6.0112671744041615),
-                                    ("the <day-of-month> (number)July", -6.0112671744041615),
-                                    ("monthminute", -6.0112671744041615),
-                                    ("<time-of-day> am|pmtomorrow", -6.0112671744041615),
-                                    ("Thursdayhh:mm", -5.094976442530006),
-                                    ("<day-of-month> (ordinal)Tuesday", -5.605802066295998),
-                                    ("minutemonth", -3.871201010907891),
-                                    ("time-of-day (latent)Friday", -5.605802066295998),
-                                    ("minutehour", -6.0112671744041615),
-                                    ("Augustyear (latent)", -5.605802066295998),
-                                    ("week-endin|during <named-month>|year", -6.0112671744041615),
-                                    ("time-of-day (latent)Tuesday", -5.605802066295998),
+                                     -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),
                                     ("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-                                     -6.0112671744041615),
-                                    ("Sundayyear (latent)", -5.094976442530006),
-                                    ("Christmasat <time-of-day>", -6.0112671744041615),
-                                    ("from|since|after <time>year (latent)", -4.912654885736052),
-                                    ("hhhmmon <day>", -5.094976442530006),
-                                    ("yesterday<time-of-day> am|pm", -6.0112671744041615),
-                                    ("<day-of-month> (ordinal)July", -5.318119993844216),
+                                     -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),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-                                     -6.0112671744041615),
+                                     -6.012491914300058),
                                     ("Thursday<time-of-day> - <time-of-day> (interval)",
-                                     -6.0112671744041615),
+                                     -6.012491914300058),
                                     ("in|during <named-month>|yearyear (latent)",
-                                     -6.0112671744041615),
-                                    ("at <time-of-day>intersect", -5.094976442530006),
-                                    ("hh:mmyear (latent)", -4.624972813284271),
-                                    ("Holiyear (latent)", -6.0112671744041615),
-                                    ("until <time><time-of-day> am|pm", -6.0112671744041615),
+                                     -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),
                                     ("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.605802066295998),
-                                    ("dayminute", -3.1780538303479458),
-                                    ("yyyy-mm-ddhh:mm", -5.605802066295998),
-                                    ("intersectfrom|since|after <time>", -5.605802066295998),
-                                    ("intersectSeptember", -4.139464997502571),
-                                    ("minuteday", -2.8542667532540484),
+                                     -5.607026806191893),
+                                    ("dayminute", -3.1792785702438415),
+                                    ("yyyy-mm-ddhh:mm", -5.607026806191893),
+                                    ("intersectfrom|since|after <time>", -5.607026806191893),
+                                    ("intersectSeptember", -4.140689737398466),
+                                    ("minuteday", -2.855491493149944),
                                     ("absorption of , after named dayintersect",
-                                     -6.0112671744041615),
-                                    ("intersectyear (latent)", -6.0112671744041615),
-                                    ("Februaryin|during the <part-of-day>", -6.0112671744041615),
+                                     -6.012491914300058),
+                                    ("intersectyear (latent)", -6.012491914300058),
+                                    ("Februaryin|during the <part-of-day>", -6.012491914300058),
                                     ("<duration> after|before|from|past <time>December",
-                                     -6.0112671744041615),
-                                    ("time-of-day (latent)July", -5.318119993844216),
-                                    ("Saturdayyear (latent)", -6.0112671744041615),
+                                     -6.012491914300058),
+                                    ("time-of-day (latent)July", -5.319344733740112),
+                                    ("Saturdayyear (latent)", -6.012491914300058),
                                     ("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -6.0112671744041615),
-                                    ("at <time-of-day>on <day>", -5.094976442530006),
-                                    ("absorption of , after named daySeptember",
-                                     -4.758504205908793),
-                                    ("Naraka Chaturdashiyear (latent)", -6.0112671744041615),
-                                    ("from|since|after <time>on <day>", -5.094976442530006),
-                                    ("dayweek", -6.0112671744041615),
-                                    ("Easter Sundayyear (latent)", -5.605802066295998),
-                                    ("Thursday<time-of-day> am|pm", -4.758504205908793),
-                                    ("weekyear", -5.605802066295998),
-                                    ("time-of-day (latent)Thursday", -5.605802066295998),
+                                     -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),
                                     ("<named-month> <day-of-month> (non ordinal)until <time>",
-                                     -6.0112671744041615),
-                                    ("<day-of-month> (ordinal)April", -6.0112671744041615),
+                                     -6.012491914300058),
+                                    ("<day-of-month> (ordinal)April", -6.012491914300058),
                                     ("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-                                     -5.605802066295998),
+                                     -5.607026806191893),
                                     ("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-                                     -5.318119993844216),
-                                    ("Sundayfrom|since|after <time>", -6.0112671744041615),
-                                    ("absorption of , after named dayFebruary", -5.094976442530006),
+                                     -5.319344733740112),
+                                    ("Sundayfrom|since|after <time>", -6.012491914300058),
+                                    ("absorption of , after named dayFebruary", -5.096201182425903),
                                     ("time-of-day (latent)in|during the <part-of-day>",
-                                     -5.605802066295998),
+                                     -5.607026806191893),
                                     ("July<integer> to|till|before <hour-of-day>",
-                                     -6.0112671744041615),
-                                    ("tomorrowat <time-of-day>", -6.0112671744041615),
-                                    ("daynograin", -5.605802066295998),
+                                     -6.012491914300058),
+                                    ("tomorrowat <time-of-day>", -6.012491914300058),
+                                    ("daynograin", -5.607026806191893),
                                     ("<integer> to|till|before <hour-of-day>July",
-                                     -5.605802066295998),
-                                    ("last <cycle> of <time>year (latent)", -5.605802066295998),
-                                    ("tomorrow<time-of-day> am|pm", -6.0112671744041615),
+                                     -5.607026806191893),
+                                    ("last <cycle> of <time>year (latent)", -5.607026806191893),
+                                    ("tomorrow<time-of-day> am|pm", -6.012491914300058),
                                     ("<named-month> <day-of-month> (non ordinal)year (latent)",
-                                     -5.318119993844216),
-                                    ("Diwaliyear (latent)", -5.605802066295998),
+                                     -5.319344733740112),
+                                    ("Diwaliyear (latent)", -5.607026806191893),
                                     ("<time-of-day> - <time-of-day> (interval)July",
-                                     -6.0112671744041615),
-                                    ("Fridayyear (latent)", -5.605802066295998),
-                                    ("time-of-day (latent)April", -6.0112671744041615),
-                                    ("minuteyear", -3.8140425970679424)],
+                                     -6.012491914300058),
+                                    ("Fridayyear (latent)", -5.607026806191893),
+                                    ("time-of-day (latent)April", -6.012491914300058),
+                                    ("minuteyear", -3.815267336963838)],
                                n = 270}}),
        ("one eleven",
         Classifier{okData =
@@ -1556,15 +1556,14 @@ classifiers
                                likelihoods = HashMap.fromList [], n = 0}}),
        ("year (latent)",
         Classifier{okData =
-                     ClassData{prior = -0.15006069457573323,
-                               unseen = -5.3706380281276624,
+                     ClassData{prior = -0.1494000770686605, unseen = -5.375278407684165,
                                likelihoods =
                                  HashMap.fromList
-                                   [("integer (numeric)", -2.8437935320533514e-2),
-                                    ("intersect 2 numbers", -3.979681653901961)],
-                               n = 210},
+                                   [("integer (numeric)", -2.830377616285182e-2),
+                                    ("intersect 2 numbers", -3.984343667007772)],
+                               n = 211},
                    koData =
-                     ClassData{prior = -1.9708077006770406,
+                     ClassData{prior = -1.9748976859285656,
                                unseen = -3.6635616461296463,
                                likelihoods =
                                  HashMap.fromList
@@ -2059,6 +2058,13 @@ classifiers
                    koData =
                      ClassData{prior = -infinity, unseen = -0.6931471805599453,
                                likelihoods = HashMap.fromList [], n = 0}}),
+       ("Ratha-Yatra",
+        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}}),
        ("Palm Sunday",
         Classifier{okData =
                      ClassData{prior = 0.0, unseen = -1.3862943611198906,
diff --git a/Duckling/Ranking/Classifiers/EN_IN.hs b/Duckling/Ranking/Classifiers/EN_IN.hs
index 3f882c86..50522172 100644
--- a/Duckling/Ranking/Classifiers/EN_IN.hs
+++ b/Duckling/Ranking/Classifiers/EN_IN.hs
@@ -83,10 +83,10 @@ classifiers
                                likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
        ("integer (numeric)",
         Classifier{okData =
-                     ClassData{prior = -0.5644851369496048, unseen = -6.089044875446846,
-                               likelihoods = HashMap.fromList [("", 0.0)], n = 439},
+                     ClassData{prior = -0.5635043216751151, unseen = -6.091309882077698,
+                               likelihoods = HashMap.fromList [("", 0.0)], n = 440},
                    koData =
-                     ClassData{prior = -0.8408420600443324, unseen = -5.814130531825066,
+                     ClassData{prior = -0.8421365586069781, unseen = -5.814130531825066,
                                likelihoods = HashMap.fromList [("", 0.0)], n = 333}}),
        ("<year> (bc|ad)",
         Classifier{okData =
@@ -858,429 +858,429 @@ classifiers
                                likelihoods = HashMap.fromList [], n = 0}}),
        ("intersect",
         Classifier{okData =
-                     ClassData{prior = -0.46021562287957263,
-                               unseen = -7.0909098220799835,
+                     ClassData{prior = -0.45941864780041747,
+                               unseen = -7.093404625868766,
                                likelihoods =
                                  HashMap.fromList
-                                   [("Navaratriyear (latent)", -6.396929655216146),
-                                    ("Karva Chauthyear (latent)", -6.396929655216146),
+                                   [("Navaratriyear (latent)", -6.399426535414734),
+                                    ("Karva Chauthyear (latent)", -6.399426535414734),
                                     ("<day-of-month> (ordinal)in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Maha Shivaratriyear (latent)", -6.396929655216146),
-                                    ("Ramadanyear (latent)", -5.144166686720778),
+                                     -6.399426535414734),
+                                    ("Maha Shivaratriyear (latent)", -6.399426535414734),
+                                    ("Ramadanyear (latent)", -5.146663566919366),
                                     ("<datetime> - <datetime> (interval)on <day>",
-                                     -5.0106352940962555),
-                                    ("Bhai Doojyear (latent)", -6.396929655216146),
-                                    ("hourday", -4.382026634673881),
-                                    ("dayhour", -3.4524906760497056),
+                                     -5.013132174294843),
+                                    ("Bhai Doojyear (latent)", -6.399426535414734),
+                                    ("hourday", -4.384523514872469),
+                                    ("dayhour", -3.4549875562482932),
                                     ("<time-of-day> - <time-of-day> (interval)on <day>",
-                                     -5.0106352940962555),
-                                    ("Martin Luther King's Dayyear (latent)", -5.991464547107982),
-                                    ("Shemini Atzeretyear (latent)", -6.396929655216146),
-                                    ("daymonth", -4.382026634673881),
-                                    ("monthday", -5.991464547107982),
-                                    ("monthyear", -4.605170185988091),
-                                    ("Yom Ha'atzmautyear (latent)", -6.396929655216146),
-                                    ("Vijayadashamiyear (latent)", -6.396929655216146),
-                                    ("Thai Pongalyear (latent)", -5.703782474656201),
-                                    ("Thiru Onamyear (latent)", -5.703782474656201),
-                                    ("hhhmmabsorption of , after named day", -6.396929655216146),
-                                    ("Tuesdaythe <day-of-month> (ordinal)", -6.396929655216146),
+                                     -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),
                                     ("from <datetime> - <datetime> (interval)July",
-                                     -5.480638923341991),
-                                    ("<day-of-month> (ordinal)Wednesday", -6.396929655216146),
-                                    ("Krishna Janmashtamiyear (latent)", -5.991464547107982),
-                                    ("Guru Gobind Singh Jayantiyear (latent)", -6.396929655216146),
-                                    ("houryear", -5.480638923341991),
+                                     -5.483135803540579),
+                                    ("<day-of-month> (ordinal)Wednesday", -6.399426535414734),
+                                    ("Krishna Janmashtamiyear (latent)", -5.993961427306569),
+                                    ("Guru Gobind Singh Jayantiyear (latent)", -6.399426535414734),
+                                    ("houryear", -5.483135803540579),
                                     ("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-                                     -6.396929655216146),
-                                    ("Christmas<time-of-day> am|pm", -6.396929655216146),
+                                     -6.399426535414734),
+                                    ("Christmas<time-of-day> am|pm", -6.399426535414734),
                                     ("last <day-of-week> of <time>year (latent)",
-                                     -6.396929655216146),
+                                     -6.399426535414734),
                                     ("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.703782474656201),
-                                    ("intersectin|during <named-month>|year", -6.396929655216146),
-                                    ("<time-of-day> am|pmintersect", -5.144166686720778),
-                                    ("Earth Houryear (latent)", -6.396929655216146),
-                                    ("Octoberyear (latent)", -4.892852258439873),
-                                    ("intersect<time-of-day> am|pm", -6.396929655216146),
-                                    ("Mattu Pongalyear (latent)", -6.396929655216146),
-                                    ("Shavuotyear (latent)", -6.396929655216146),
-                                    ("Parsi New Yearyear (latent)", -5.480638923341991),
+                                     -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),
                                     ("at <time-of-day>in|within|after <duration>",
-                                     -6.396929655216146),
-                                    ("Thursdayhh(:mm) - <time-of-day> am|pm", -6.396929655216146),
-                                    ("todayin|within|after <duration>", -6.396929655216146),
+                                     -6.399426535414734),
+                                    ("Thursdayhh(:mm) - <time-of-day> am|pm", -6.399426535414734),
+                                    ("todayin|within|after <duration>", -6.399426535414734),
                                     ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-                                     -5.991464547107982),
-                                    ("Marchyear (latent)", -6.396929655216146),
+                                     -5.993961427306569),
+                                    ("Marchyear (latent)", -6.399426535414734),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"hhhmm",
-                                     -5.991464547107982),
-                                    ("Sukkotyear (latent)", -5.991464547107982),
-                                    ("hhhmmintersect", -5.991464547107982),
+                                     -5.993961427306569),
+                                    ("Sukkotyear (latent)", -5.993961427306569),
+                                    ("hhhmmintersect", -5.993961427306569),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-                                     -5.991464547107982),
-                                    ("Clean Mondayyear (latent)", -5.991464547107982),
-                                    ("monthhour", -5.991464547107982),
+                                     -5.993961427306569),
+                                    ("Clean Mondayyear (latent)", -5.993961427306569),
+                                    ("monthhour", -5.993961427306569),
                                     ("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.703782474656201),
-                                    ("todayat <time-of-day>", -6.396929655216146),
-                                    ("Thursday<time> timezone", -3.9990343824177756),
-                                    ("time-of-day (latent)tonight", -5.991464547107982),
-                                    ("from|since|after <time>December", -6.396929655216146),
-                                    ("<time-of-day> am|pmon <day>", -4.382026634673881),
+                                     -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),
                                     ("this <time>hh(:mm) - <time-of-day> am|pm",
-                                     -6.396929655216146),
-                                    ("yyyy-mm-ddhh:mm:ss", -5.991464547107982),
-                                    ("dayday", -3.6888794541139363),
-                                    ("<time> <part-of-day>at <time-of-day>", -6.396929655216146),
-                                    ("tonightat <time-of-day>", -6.396929655216146),
+                                     -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),
                                     ("<time-of-day> am|pmabsorption of , after named day",
-                                     -5.703782474656201),
+                                     -5.7062793548547885),
                                     ("Dayananda Saraswati Jayantiyear (latent)",
-                                     -6.396929655216146),
-                                    ("today<time-of-day> am|pm", -6.396929655216146),
-                                    ("Februarythe <day-of-month> (ordinal)", -5.991464547107982),
-                                    ("at <time-of-day><time> <part-of-day>", -6.396929655216146),
-                                    ("<day-of-month> (ordinal)intersect", -5.991464547107982),
-                                    ("hourhour", -4.31748811353631),
-                                    ("Mahavir Jayantiyear (latent)", -5.991464547107982),
-                                    ("Navaratriin|during <named-month>|year", -6.396929655216146),
-                                    ("Wednesdaythis|last|next <cycle>", -6.396929655216146),
-                                    ("Lentyear (latent)", -6.396929655216146),
+                                     -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),
                                     ("intersect<named-month> <day-of-month> (non ordinal)",
-                                     -4.5251274783145545),
-                                    ("Boghiyear (latent)", -6.396929655216146),
-                                    ("dayyear", -1.8805906829346708),
+                                     -4.527624358513142),
+                                    ("Boghiyear (latent)", -6.399426535414734),
+                                    ("dayyear", -1.8776379583656932),
                                     ("Karva Chauthin|during <named-month>|year",
-                                     -6.396929655216146),
-                                    ("Thursdayfrom|since|after <time>", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("Thursdayfrom|since|after <time>", -5.993961427306569),
                                     ("<time-of-day> o'clockin|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Thursdayat <time-of-day>", -5.703782474656201),
-                                    ("Islamic New Yearyear (latent)", -5.991464547107982),
-                                    ("Laylat al-Qadryear (latent)", -5.480638923341991),
-                                    ("Shrove Tuesdayyear (latent)", -6.396929655216146),
+                                     -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),
                                     ("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-                                     -5.703782474656201),
-                                    ("<time-of-day> am|pmtomorrow", -5.703782474656201),
-                                    ("Yom Kippuryear (latent)", -6.396929655216146),
-                                    ("<day-of-month> (ordinal)Tuesday", -5.991464547107982),
-                                    ("<part-of-day> of <time>year (latent)", -6.396929655216146),
-                                    ("minutehour", -5.144166686720778),
-                                    ("Kaanum Pongalyear (latent)", -5.991464547107982),
-                                    ("Maha Saptamiyear (latent)", -6.396929655216146),
+                                     -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),
                                     ("at <time-of-day>in|during the <part-of-day>",
-                                     -5.991464547107982),
-                                    ("time-of-day (latent)tomorrow", -5.480638923341991),
-                                    ("part of daysat <time-of-day>", -5.991464547107982),
+                                     -5.993961427306569),
+                                    ("time-of-day (latent)tomorrow", -5.483135803540579),
+                                    ("part of daysat <time-of-day>", -5.993961427306569),
                                     ("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-                                     -4.382026634673881),
-                                    ("for <duration> from <time>December", -6.396929655216146),
-                                    ("tomorrow<time-of-day> sharp|exactly", -6.396929655216146),
+                                     -4.384523514872469),
+                                    ("for <duration> from <time>December", -6.399426535414734),
+                                    ("tomorrow<time-of-day> sharp|exactly", -6.399426535414734),
                                     ("Thursdayfrom <datetime> - <datetime> (interval)",
-                                     -5.144166686720778),
+                                     -5.146663566919366),
                                     ("intersect by \",\", \"of\", \"from\" for yearhhhmm",
-                                     -5.144166686720778),
-                                    ("time-of-day (latent)this <part-of-day>", -6.396929655216146),
-                                    ("Pentecostyear (latent)", -6.396929655216146),
+                                     -5.146663566919366),
+                                    ("time-of-day (latent)this <part-of-day>", -6.399426535414734),
+                                    ("Pentecostyear (latent)", -6.399426535414734),
                                     ("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-                                     -5.144166686720778),
-                                    ("<day-of-month> (ordinal)February", -6.396929655216146),
-                                    ("Eid al-Fitryear (latent)", -5.0106352940962555),
+                                     -5.146663566919366),
+                                    ("<day-of-month> (ordinal)February", -6.399426535414734),
+                                    ("Eid al-Fitryear (latent)", -5.013132174294843),
                                     ("Vasant Panchamiin|during <named-month>|year",
-                                     -6.396929655216146),
-                                    ("Mondayin|during the <part-of-day>", -6.396929655216146),
-                                    ("Chhathin|during <named-month>|year", -6.396929655216146),
-                                    ("Diwaliin|during <named-month>|year", -6.396929655216146),
-                                    ("Vaisakhiin|during <named-month>|year", -6.396929655216146),
-                                    ("Guru Ravidass Jayantiyear (latent)", -5.144166686720778),
-                                    ("Raksha Bandhanyear (latent)", -6.396929655216146),
-                                    ("daysecond", -5.991464547107982),
+                                     -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),
                                     ("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-                                     -5.991464547107982),
-                                    ("Ashurayear (latent)", -6.396929655216146),
-                                    ("Tuesdayin|during <named-month>|year", -6.396929655216146),
-                                    ("Chinese New Yearyear (latent)", -6.396929655216146),
-                                    ("tomorrowintersect", -6.396929655216146),
-                                    ("Lag BaOmeryear (latent)", -6.396929655216146),
+                                     -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),
                                     ("last weekend of <named-month>year (latent)",
-                                     -6.396929655216146),
-                                    ("Eid al-Adhayear (latent)", -4.2568634917198755),
-                                    ("intersectin|during the <part-of-day>", -6.396929655216146),
-                                    ("Palm Sundayyear (latent)", -6.396929655216146),
-                                    ("Christmasat <time-of-day>", -6.396929655216146),
-                                    ("Passoveryear (latent)", -6.396929655216146),
-                                    ("Lazarus Saturdayyear (latent)", -6.396929655216146),
+                                     -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),
                                     ("<day-of-month> (ordinal or number) <named-month>year (latent)",
-                                     -6.396929655216146),
-                                    ("hhhmmon <day>", -5.480638923341991),
-                                    ("Yom HaShoahyear (latent)", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("hhhmmon <day>", -5.483135803540579),
+                                    ("Yom HaShoahyear (latent)", -5.993961427306569),
                                     ("Thursday<datetime> - <datetime> (interval)",
-                                     -5.991464547107982),
+                                     -5.993961427306569),
                                     ("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Septemberyear (latent)", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("Septemberyear (latent)", -5.993961427306569),
                                     ("Thursday<time-of-day> - <time-of-day> (interval)",
-                                     -4.892852258439873),
-                                    ("Halloweenyear (latent)", -6.396929655216146),
+                                     -4.895349138638459),
+                                    ("Halloweenyear (latent)", -6.399426535414734),
                                     ("<ordinal> last <cycle> of <time>year (latent)",
-                                     -5.991464547107982),
+                                     -5.993961427306569),
                                     ("from <time-of-day> - <time-of-day> (interval)on <day>",
-                                     -5.703782474656201),
+                                     -5.7062793548547885),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
-                                     -6.396929655216146),
-                                    ("at <time-of-day>intersect", -5.480638923341991),
-                                    ("Rosh Hashanahyear (latent)", -5.703782474656201),
-                                    ("Dhanterasyear (latent)", -6.396929655216146),
-                                    ("Tu BiShvatyear (latent)", -6.396929655216146),
-                                    ("<day-of-month> (ordinal)December", -5.703782474656201),
-                                    ("Holiyear (latent)", -5.703782474656201),
+                                     -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),
                                     ("<time-of-day> - <time-of-day> (interval)tomorrow",
-                                     -6.396929655216146),
-                                    ("Holika Dahanyear (latent)", -5.703782474656201),
+                                     -6.399426535414734),
+                                    ("Holika Dahanyear (latent)", -5.7062793548547885),
                                     ("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.991464547107982),
-                                    ("dayminute", -3.082743650543621),
-                                    ("Mawlidyear (latent)", -6.396929655216146),
+                                     -5.993961427306569),
+                                    ("dayminute", -3.0852405307422077),
+                                    ("Mawlidyear (latent)", -6.399426535414734),
                                     ("from <datetime> - <datetime> (interval)on <day>",
-                                     -5.991464547107982),
+                                     -5.993961427306569),
                                     ("<datetime> - <datetime> (interval)tomorrow",
-                                     -6.396929655216146),
-                                    ("Jumu'atul-Widayear (latent)", -5.480638923341991),
-                                    ("minuteday", -2.659260036932778),
+                                     -6.399426535414734),
+                                    ("Jumu'atul-Widayear (latent)", -5.483135803540579),
+                                    ("minuteday", -2.6617569171313655),
                                     ("absorption of , after named dayintersect",
-                                     -5.703782474656201),
-                                    ("intersectyear (latent)", -6.396929655216146),
-                                    ("Orthodox Easter Sundayyear (latent)", -6.396929655216146),
+                                     -5.7062793548547885),
+                                    ("intersectyear (latent)", -6.399426535414734),
+                                    ("Orthodox Easter Sundayyear (latent)", -6.399426535414734),
                                     ("time-of-day (latent)in|within|after <duration>",
-                                     -6.396929655216146),
+                                     -6.399426535414734),
                                     ("<ordinal> <cycle> of <time>year (latent)",
-                                     -6.396929655216146),
-                                    ("intersecthhhmm", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("intersecthhhmm", -5.993961427306569),
                                     ("the <day-of-month> (ordinal)in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Boss's Dayyear (latent)", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("Boss's Dayyear (latent)", -5.993961427306569),
                                     ("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -6.396929655216146),
-                                    ("Global Youth Service Dayyear (latent)", -6.396929655216146),
-                                    ("Dhanterasin|during <named-month>|year", -6.396929655216146),
-                                    ("Tisha B'Avyear (latent)", -6.396929655216146),
-                                    ("Isra and Mi'rajyear (latent)", -5.480638923341991),
-                                    ("at <time-of-day>on <day>", -4.787491742782046),
+                                     -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),
                                     ("at <time-of-day>absorption of , after named day",
-                                     -5.991464547107982),
+                                     -5.993961427306569),
                                     ("time-of-day (latent)<time> <part-of-day>",
-                                     -5.703782474656201),
-                                    ("Christmasyear (latent)", -5.991464547107982),
-                                    ("Naraka Chaturdashiyear (latent)", -5.991464547107982),
-                                    ("Thai Pongalin|during <named-month>|year", -6.396929655216146),
-                                    ("dayweek", -6.396929655216146),
-                                    ("Easter Sundayyear (latent)", -5.703782474656201),
+                                     -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),
                                     ("between <time-of-day> and <time-of-day> (interval)on <day>",
-                                     -5.991464547107982),
-                                    ("weekyear", -5.298317366548036),
-                                    ("King's Dayyear (latent)", -4.892852258439873),
-                                    ("hh:mmin|during the <part-of-day>", -5.480638923341991),
+                                     -5.993961427306569),
+                                    ("weekyear", -5.300814246746624),
+                                    ("King's Dayyear (latent)", -4.895349138638459),
+                                    ("hh:mmin|during the <part-of-day>", -5.483135803540579),
                                     ("<cycle> after|before <time><time-of-day> am|pm",
-                                     -5.991464547107982),
-                                    ("Hanukkahyear (latent)", -5.703782474656201),
-                                    ("February<time> <part-of-day>", -6.396929655216146),
+                                     -5.993961427306569),
+                                    ("Hanukkahyear (latent)", -5.7062793548547885),
+                                    ("February<time> <part-of-day>", -6.399426535414734),
                                     ("time-of-day (latent)in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Great Lentyear (latent)", -6.396929655216146),
-                                    ("tomorrowat <time-of-day>", -5.703782474656201),
+                                     -6.399426535414734),
+                                    ("Great Lentyear (latent)", -6.399426535414734),
+                                    ("tomorrowat <time-of-day>", -5.7062793548547885),
                                     ("hhmm (latent)in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Ugadiyear (latent)", -5.0106352940962555),
-                                    ("Vaisakhiyear (latent)", -5.703782474656201),
+                                     -6.399426535414734),
+                                    ("Ugadiyear (latent)", -5.013132174294843),
+                                    ("Vaisakhiyear (latent)", -5.7062793548547885),
                                     ("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-                                     -5.703782474656201),
-                                    ("last <cycle> of <time>year (latent)", -5.703782474656201),
-                                    ("at <time-of-day>tomorrow", -5.991464547107982),
-                                    ("tomorrow<time-of-day> am|pm", -6.396929655216146),
+                                     -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),
                                     ("<named-month> <day-of-month> (non ordinal)year (latent)",
-                                     -6.396929655216146),
-                                    ("Diwaliyear (latent)", -6.396929655216146),
-                                    ("between <time> and <time>on <day>", -5.991464547107982),
-                                    ("Black Fridayyear (latent)", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("Diwaliyear (latent)", -6.399426535414734),
+                                    ("between <time> and <time>on <day>", -5.993961427306569),
+                                    ("Black Fridayyear (latent)", -5.993961427306569),
                                     ("the <ordinal> last <cycle> of <time>year (latent)",
-                                     -6.396929655216146),
+                                     -6.399426535414734),
                                     ("in|during the <part-of-day>at <time-of-day>",
-                                     -6.396929655216146),
-                                    ("Chhathyear (latent)", -5.991464547107982),
-                                    ("Vasant Panchamiyear (latent)", -6.396929655216146),
-                                    ("Rabindra Jayantiyear (latent)", -5.144166686720778),
-                                    ("St Patrick's Dayyear (latent)", -6.396929655216146),
-                                    ("Thursday<time> (timezone)", -6.396929655216146),
+                                     -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),
                                     ("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Pargat Diwasyear (latent)", -5.144166686720778),
-                                    ("<datetime> - <datetime> (interval)July", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("Pargat Diwasyear (latent)", -5.146663566919366),
+                                    ("<datetime> - <datetime> (interval)July", -5.993961427306569),
                                     ("on <day><named-month> <day-of-month> (non ordinal)",
-                                     -5.703782474656201),
-                                    ("Februaryintersect", -6.396929655216146),
-                                    ("Simchat Torahyear (latent)", -6.396929655216146),
-                                    ("minuteyear", -6.396929655216146)],
-                               n = 462},
+                                     -5.7062793548547885),
+                                    ("Februaryintersect", -6.399426535414734),
+                                    ("Simchat Torahyear (latent)", -6.399426535414734),
+                                    ("minuteyear", -6.399426535414734)],
+                               n = 463},
                    koData =
-                     ClassData{prior = -0.9973585549629368, unseen = -6.705639094860003,
+                     ClassData{prior = -0.9987237428882767, unseen = -6.706862336602747,
                                likelihoods =
                                  HashMap.fromList
-                                   [("Thursdayhhhmm", -4.507189777627888),
-                                    ("hourday", -3.6133719016057912),
+                                   [("Thursdayhhhmm", -4.508414517523783),
+                                    ("hourday", -3.614596641501687),
                                     ("<hour-of-day> <integer><time-of-day> am|pm",
-                                     -6.0112671744041615),
-                                    ("<day-of-month> (ordinal)August", -6.0112671744041615),
-                                    ("dayhour", -3.446317816942625),
-                                    ("<time> timezoneyear (latent)", -5.318119993844216),
+                                     -6.012491914300058),
+                                    ("<day-of-month> (ordinal)August", -6.012491914300058),
+                                    ("dayhour", -3.447542556838521),
+                                    ("<time> timezoneyear (latent)", -5.319344733740112),
                                     ("<time-of-day> - <time-of-day> (interval)on <day>",
-                                     -5.094976442530006),
-                                    ("Tuesdayfrom|since|after <time>", -5.318119993844216),
-                                    ("daymonth", -3.337118524977633),
-                                    ("monthyear", -4.758504205908793),
-                                    ("<time-of-day> am|pmyear (latent)", -5.318119993844216),
-                                    ("Thai Pongalyear (latent)", -5.318119993844216),
-                                    ("intersecthh:mm", -6.0112671744041615),
+                                     -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),
                                     ("from <datetime> - <datetime> (interval)July",
-                                     -5.605802066295998),
-                                    ("<day-of-month> (ordinal)Wednesday", -6.0112671744041615),
-                                    ("houryear", -4.624972813284271),
+                                     -5.607026806191893),
+                                    ("<day-of-month> (ordinal)Wednesday", -6.012491914300058),
+                                    ("houryear", -4.626197553180167),
                                     ("from <time-of-day> - <time-of-day> (interval)July",
-                                     -6.0112671744041615),
-                                    ("<day-of-month> (ordinal)October", -6.0112671744041615),
+                                     -6.012491914300058),
+                                    ("<day-of-month> (ordinal)October", -6.012491914300058),
                                     ("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.318119993844216),
-                                    ("hournograin", -4.758504205908793),
-                                    ("<time-of-day> am|pmintersect", -4.758504205908793),
-                                    ("Octoberyear (latent)", -6.0112671744041615),
+                                     -5.319344733740112),
+                                    ("hournograin", -4.75972894580469),
+                                    ("<time-of-day> am|pmintersect", -4.75972894580469),
+                                    ("Octoberyear (latent)", -6.012491914300058),
                                     ("time-of-day (latent)intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.605802066295998),
-                                    ("until <time>on <day>", -5.318119993844216),
-                                    ("time-of-day (latent)intersect", -5.318119993844216),
-                                    ("todayin <number> (implicit minutes)", -6.0112671744041615),
+                                     -5.607026806191893),
+                                    ("until <time>on <day>", -5.319344733740112),
+                                    ("time-of-day (latent)intersect", -5.319344733740112),
+                                    ("todayin <number> (implicit minutes)", -6.012491914300058),
                                     ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-                                     -5.318119993844216),
+                                     -5.319344733740112),
                                     ("about|exactly <time-of-day>year (latent)",
-                                     -6.0112671744041615),
-                                    ("hh:mmon <day>", -4.758504205908793),
-                                    ("hhhmmintersect", -5.605802066295998),
-                                    ("absorption of , after named dayJuly", -5.094976442530006),
-                                    ("from|since|after <time>July", -5.605802066295998),
+                                     -6.012491914300058),
+                                    ("hh:mmon <day>", -4.75972894580469),
+                                    ("hhhmmintersect", -5.607026806191893),
+                                    ("absorption of , after named dayJuly", -5.096201182425903),
+                                    ("from|since|after <time>July", -5.607026806191893),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-                                     -5.094976442530006),
-                                    ("Clean Mondayyear (latent)", -6.0112671744041615),
-                                    ("monthhour", -6.0112671744041615),
+                                     -5.096201182425903),
+                                    ("Clean Mondayyear (latent)", -6.012491914300058),
+                                    ("monthhour", -6.012491914300058),
                                     ("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.605802066295998),
-                                    ("hourmonth", -4.139464997502571),
-                                    ("todayat <time-of-day>", -6.0112671744041615),
-                                    ("hhhmmyear (latent)", -4.758504205908793),
-                                    ("from|since|after <time>December", -6.0112671744041615),
+                                     -5.607026806191893),
+                                    ("hourmonth", -4.140689737398466),
+                                    ("todayat <time-of-day>", -6.012491914300058),
+                                    ("hhhmmyear (latent)", -4.75972894580469),
+                                    ("from|since|after <time>December", -6.012491914300058),
                                     ("from|since|after <time><time-of-day> am|pm",
-                                     -6.0112671744041615),
-                                    ("<time-of-day> am|pmon <day>", -4.758504205908793),
-                                    ("Mondayyear (latent)", -5.318119993844216),
-                                    ("dayday", -4.624972813284271),
-                                    ("on <day>September", -5.318119993844216),
-                                    ("time-of-day (latent)September", -5.605802066295998),
-                                    ("hourhour", -5.605802066295998),
-                                    ("time-of-day (latent)on <day>", -4.507189777627888),
-                                    ("Thursdaydd/mm", -6.0112671744041615),
+                                     -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),
                                     ("time-of-day (latent)<cycle> after|before <time>",
-                                     -5.605802066295998),
-                                    ("dayyear", -3.0934964423198825),
-                                    ("New Year's Dayyear (latent)", -5.094976442530006),
-                                    ("time-of-day (latent)Sunday", -5.605802066295998),
-                                    ("Thursdayfrom|since|after <time>", -4.306519082165736),
-                                    ("Thursdayat <time-of-day>", -4.401829261970061),
+                                     -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),
                                     ("<integer> to|till|before <hour-of-day>September",
-                                     -6.0112671744041615),
-                                    ("Aprilyear (latent)", -6.0112671744041615),
-                                    ("the <day-of-month> (ordinal)July", -6.0112671744041615),
-                                    ("the <day-of-month> (number)July", -6.0112671744041615),
-                                    ("monthminute", -6.0112671744041615),
-                                    ("<time-of-day> am|pmtomorrow", -6.0112671744041615),
-                                    ("Thursdayhh:mm", -5.094976442530006),
-                                    ("<day-of-month> (ordinal)Tuesday", -5.605802066295998),
-                                    ("minutemonth", -3.871201010907891),
-                                    ("time-of-day (latent)Friday", -5.605802066295998),
-                                    ("minutehour", -6.0112671744041615),
-                                    ("Augustyear (latent)", -5.605802066295998),
-                                    ("week-endin|during <named-month>|year", -6.0112671744041615),
-                                    ("time-of-day (latent)Tuesday", -5.605802066295998),
+                                     -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),
                                     ("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-                                     -6.0112671744041615),
-                                    ("Sundayyear (latent)", -5.094976442530006),
-                                    ("Christmasat <time-of-day>", -6.0112671744041615),
-                                    ("from|since|after <time>year (latent)", -4.912654885736052),
-                                    ("hhhmmon <day>", -5.094976442530006),
-                                    ("yesterday<time-of-day> am|pm", -6.0112671744041615),
-                                    ("<day-of-month> (ordinal)July", -5.318119993844216),
+                                     -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),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-                                     -6.0112671744041615),
+                                     -6.012491914300058),
                                     ("Thursday<time-of-day> - <time-of-day> (interval)",
-                                     -6.0112671744041615),
+                                     -6.012491914300058),
                                     ("in|during <named-month>|yearyear (latent)",
-                                     -6.0112671744041615),
-                                    ("at <time-of-day>intersect", -5.094976442530006),
-                                    ("hh:mmyear (latent)", -4.624972813284271),
-                                    ("Holiyear (latent)", -6.0112671744041615),
-                                    ("until <time><time-of-day> am|pm", -6.0112671744041615),
+                                     -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),
                                     ("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.605802066295998),
-                                    ("dayminute", -3.1780538303479458),
-                                    ("yyyy-mm-ddhh:mm", -5.605802066295998),
-                                    ("intersectfrom|since|after <time>", -5.605802066295998),
-                                    ("intersectSeptember", -4.139464997502571),
-                                    ("minuteday", -2.8542667532540484),
+                                     -5.607026806191893),
+                                    ("dayminute", -3.1792785702438415),
+                                    ("yyyy-mm-ddhh:mm", -5.607026806191893),
+                                    ("intersectfrom|since|after <time>", -5.607026806191893),
+                                    ("intersectSeptember", -4.140689737398466),
+                                    ("minuteday", -2.855491493149944),
                                     ("absorption of , after named dayintersect",
-                                     -6.0112671744041615),
-                                    ("intersectyear (latent)", -6.0112671744041615),
-                                    ("Februaryin|during the <part-of-day>", -6.0112671744041615),
+                                     -6.012491914300058),
+                                    ("intersectyear (latent)", -6.012491914300058),
+                                    ("Februaryin|during the <part-of-day>", -6.012491914300058),
                                     ("<duration> after|before|from|past <time>December",
-                                     -6.0112671744041615),
-                                    ("time-of-day (latent)July", -5.318119993844216),
-                                    ("Saturdayyear (latent)", -6.0112671744041615),
+                                     -6.012491914300058),
+                                    ("time-of-day (latent)July", -5.319344733740112),
+                                    ("Saturdayyear (latent)", -6.012491914300058),
                                     ("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -6.0112671744041615),
-                                    ("at <time-of-day>on <day>", -5.094976442530006),
-                                    ("absorption of , after named daySeptember",
-                                     -4.758504205908793),
-                                    ("Naraka Chaturdashiyear (latent)", -6.0112671744041615),
-                                    ("from|since|after <time>on <day>", -5.094976442530006),
-                                    ("dayweek", -6.0112671744041615),
-                                    ("Easter Sundayyear (latent)", -5.605802066295998),
-                                    ("Thursday<time-of-day> am|pm", -4.758504205908793),
-                                    ("weekyear", -5.605802066295998),
-                                    ("time-of-day (latent)Thursday", -5.605802066295998),
+                                     -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),
                                     ("<named-month> <day-of-month> (non ordinal)until <time>",
-                                     -6.0112671744041615),
-                                    ("<day-of-month> (ordinal)April", -6.0112671744041615),
+                                     -6.012491914300058),
+                                    ("<day-of-month> (ordinal)April", -6.012491914300058),
                                     ("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-                                     -5.605802066295998),
+                                     -5.607026806191893),
                                     ("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-                                     -5.318119993844216),
-                                    ("Sundayfrom|since|after <time>", -6.0112671744041615),
-                                    ("absorption of , after named dayFebruary", -5.094976442530006),
+                                     -5.319344733740112),
+                                    ("Sundayfrom|since|after <time>", -6.012491914300058),
+                                    ("absorption of , after named dayFebruary", -5.096201182425903),
                                     ("time-of-day (latent)in|during the <part-of-day>",
-                                     -5.605802066295998),
+                                     -5.607026806191893),
                                     ("July<integer> to|till|before <hour-of-day>",
-                                     -6.0112671744041615),
-                                    ("tomorrowat <time-of-day>", -6.0112671744041615),
-                                    ("daynograin", -5.605802066295998),
+                                     -6.012491914300058),
+                                    ("tomorrowat <time-of-day>", -6.012491914300058),
+                                    ("daynograin", -5.607026806191893),
                                     ("<integer> to|till|before <hour-of-day>July",
-                                     -5.605802066295998),
-                                    ("last <cycle> of <time>year (latent)", -5.605802066295998),
-                                    ("tomorrow<time-of-day> am|pm", -6.0112671744041615),
+                                     -5.607026806191893),
+                                    ("last <cycle> of <time>year (latent)", -5.607026806191893),
+                                    ("tomorrow<time-of-day> am|pm", -6.012491914300058),
                                     ("<named-month> <day-of-month> (non ordinal)year (latent)",
-                                     -5.318119993844216),
-                                    ("Diwaliyear (latent)", -5.605802066295998),
+                                     -5.319344733740112),
+                                    ("Diwaliyear (latent)", -5.607026806191893),
                                     ("<time-of-day> - <time-of-day> (interval)July",
-                                     -6.0112671744041615),
-                                    ("Fridayyear (latent)", -5.605802066295998),
-                                    ("time-of-day (latent)April", -6.0112671744041615),
-                                    ("minuteyear", -3.8140425970679424)],
+                                     -6.012491914300058),
+                                    ("Fridayyear (latent)", -5.607026806191893),
+                                    ("time-of-day (latent)April", -6.012491914300058),
+                                    ("minuteyear", -3.815267336963838)],
                                n = 270}}),
        ("one eleven",
         Classifier{okData =
@@ -1556,15 +1556,14 @@ classifiers
                                likelihoods = HashMap.fromList [], n = 0}}),
        ("year (latent)",
         Classifier{okData =
-                     ClassData{prior = -0.15006069457573323,
-                               unseen = -5.3706380281276624,
+                     ClassData{prior = -0.1494000770686605, unseen = -5.375278407684165,
                                likelihoods =
                                  HashMap.fromList
-                                   [("integer (numeric)", -2.8437935320533514e-2),
-                                    ("intersect 2 numbers", -3.979681653901961)],
-                               n = 210},
+                                   [("integer (numeric)", -2.830377616285182e-2),
+                                    ("intersect 2 numbers", -3.984343667007772)],
+                               n = 211},
                    koData =
-                     ClassData{prior = -1.9708077006770406,
+                     ClassData{prior = -1.9748976859285656,
                                unseen = -3.6635616461296463,
                                likelihoods =
                                  HashMap.fromList
@@ -2059,6 +2058,13 @@ classifiers
                    koData =
                      ClassData{prior = -infinity, unseen = -0.6931471805599453,
                                likelihoods = HashMap.fromList [], n = 0}}),
+       ("Ratha-Yatra",
+        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}}),
        ("Palm Sunday",
         Classifier{okData =
                      ClassData{prior = 0.0, unseen = -1.3862943611198906,
diff --git a/Duckling/Ranking/Classifiers/EN_JM.hs b/Duckling/Ranking/Classifiers/EN_JM.hs
index 40b04a3c..d093db31 100644
--- a/Duckling/Ranking/Classifiers/EN_JM.hs
+++ b/Duckling/Ranking/Classifiers/EN_JM.hs
@@ -83,10 +83,10 @@ classifiers
                                likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
        ("integer (numeric)",
         Classifier{okData =
-                     ClassData{prior = -0.5644851369496048, unseen = -6.089044875446846,
-                               likelihoods = HashMap.fromList [("", 0.0)], n = 439},
+                     ClassData{prior = -0.5635043216751151, unseen = -6.091309882077698,
+                               likelihoods = HashMap.fromList [("", 0.0)], n = 440},
                    koData =
-                     ClassData{prior = -0.8408420600443324, unseen = -5.814130531825066,
+                     ClassData{prior = -0.8421365586069781, unseen = -5.814130531825066,
                                likelihoods = HashMap.fromList [("", 0.0)], n = 333}}),
        ("<year> (bc|ad)",
         Classifier{okData =
@@ -858,429 +858,429 @@ classifiers
                                likelihoods = HashMap.fromList [], n = 0}}),
        ("intersect",
         Classifier{okData =
-                     ClassData{prior = -0.46021562287957263,
-                               unseen = -7.0909098220799835,
+                     ClassData{prior = -0.45941864780041747,
+                               unseen = -7.093404625868766,
                                likelihoods =
                                  HashMap.fromList
-                                   [("Navaratriyear (latent)", -6.396929655216146),
-                                    ("Karva Chauthyear (latent)", -6.396929655216146),
+                                   [("Navaratriyear (latent)", -6.399426535414734),
+                                    ("Karva Chauthyear (latent)", -6.399426535414734),
                                     ("<day-of-month> (ordinal)in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Maha Shivaratriyear (latent)", -6.396929655216146),
-                                    ("Ramadanyear (latent)", -5.144166686720778),
+                                     -6.399426535414734),
+                                    ("Maha Shivaratriyear (latent)", -6.399426535414734),
+                                    ("Ramadanyear (latent)", -5.146663566919366),
                                     ("<datetime> - <datetime> (interval)on <day>",
-                                     -5.0106352940962555),
-                                    ("Bhai Doojyear (latent)", -6.396929655216146),
-                                    ("hourday", -4.382026634673881),
-                                    ("dayhour", -3.4524906760497056),
+                                     -5.013132174294843),
+                                    ("Bhai Doojyear (latent)", -6.399426535414734),
+                                    ("hourday", -4.384523514872469),
+                                    ("dayhour", -3.4549875562482932),
                                     ("<time-of-day> - <time-of-day> (interval)on <day>",
-                                     -5.0106352940962555),
-                                    ("Martin Luther King's Dayyear (latent)", -5.991464547107982),
-                                    ("Shemini Atzeretyear (latent)", -6.396929655216146),
-                                    ("daymonth", -4.382026634673881),
-                                    ("monthday", -5.991464547107982),
-                                    ("monthyear", -4.605170185988091),
-                                    ("Yom Ha'atzmautyear (latent)", -6.396929655216146),
-                                    ("Vijayadashamiyear (latent)", -6.396929655216146),
-                                    ("Thai Pongalyear (latent)", -5.703782474656201),
-                                    ("Thiru Onamyear (latent)", -5.703782474656201),
-                                    ("hhhmmabsorption of , after named day", -6.396929655216146),
-                                    ("Tuesdaythe <day-of-month> (ordinal)", -6.396929655216146),
+                                     -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),
                                     ("from <datetime> - <datetime> (interval)July",
-                                     -5.480638923341991),
-                                    ("<day-of-month> (ordinal)Wednesday", -6.396929655216146),
-                                    ("Krishna Janmashtamiyear (latent)", -5.991464547107982),
-                                    ("Guru Gobind Singh Jayantiyear (latent)", -6.396929655216146),
-                                    ("houryear", -5.480638923341991),
+                                     -5.483135803540579),
+                                    ("<day-of-month> (ordinal)Wednesday", -6.399426535414734),
+                                    ("Krishna Janmashtamiyear (latent)", -5.993961427306569),
+                                    ("Guru Gobind Singh Jayantiyear (latent)", -6.399426535414734),
+                                    ("houryear", -5.483135803540579),
                                     ("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-                                     -6.396929655216146),
-                                    ("Christmas<time-of-day> am|pm", -6.396929655216146),
+                                     -6.399426535414734),
+                                    ("Christmas<time-of-day> am|pm", -6.399426535414734),
                                     ("last <day-of-week> of <time>year (latent)",
-                                     -6.396929655216146),
+                                     -6.399426535414734),
                                     ("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.703782474656201),
-                                    ("intersectin|during <named-month>|year", -6.396929655216146),
-                                    ("<time-of-day> am|pmintersect", -5.144166686720778),
-                                    ("Earth Houryear (latent)", -6.396929655216146),
-                                    ("Octoberyear (latent)", -4.892852258439873),
-                                    ("intersect<time-of-day> am|pm", -6.396929655216146),
-                                    ("Mattu Pongalyear (latent)", -6.396929655216146),
-                                    ("Shavuotyear (latent)", -6.396929655216146),
-                                    ("Parsi New Yearyear (latent)", -5.480638923341991),
+                                     -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),
                                     ("at <time-of-day>in|within|after <duration>",
-                                     -6.396929655216146),
-                                    ("Thursdayhh(:mm) - <time-of-day> am|pm", -6.396929655216146),
-                                    ("todayin|within|after <duration>", -6.396929655216146),
+                                     -6.399426535414734),
+                                    ("Thursdayhh(:mm) - <time-of-day> am|pm", -6.399426535414734),
+                                    ("todayin|within|after <duration>", -6.399426535414734),
                                     ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-                                     -5.991464547107982),
-                                    ("Marchyear (latent)", -6.396929655216146),
+                                     -5.993961427306569),
+                                    ("Marchyear (latent)", -6.399426535414734),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"hhhmm",
-                                     -5.991464547107982),
-                                    ("Sukkotyear (latent)", -5.991464547107982),
-                                    ("hhhmmintersect", -5.991464547107982),
+                                     -5.993961427306569),
+                                    ("Sukkotyear (latent)", -5.993961427306569),
+                                    ("hhhmmintersect", -5.993961427306569),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-                                     -5.991464547107982),
-                                    ("Clean Mondayyear (latent)", -5.991464547107982),
-                                    ("monthhour", -5.991464547107982),
+                                     -5.993961427306569),
+                                    ("Clean Mondayyear (latent)", -5.993961427306569),
+                                    ("monthhour", -5.993961427306569),
                                     ("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.703782474656201),
-                                    ("todayat <time-of-day>", -6.396929655216146),
-                                    ("Thursday<time> timezone", -3.9990343824177756),
-                                    ("time-of-day (latent)tonight", -5.991464547107982),
-                                    ("from|since|after <time>December", -6.396929655216146),
-                                    ("<time-of-day> am|pmon <day>", -4.382026634673881),
+                                     -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),
                                     ("this <time>hh(:mm) - <time-of-day> am|pm",
-                                     -6.396929655216146),
-                                    ("yyyy-mm-ddhh:mm:ss", -5.991464547107982),
-                                    ("dayday", -3.6888794541139363),
-                                    ("<time> <part-of-day>at <time-of-day>", -6.396929655216146),
-                                    ("tonightat <time-of-day>", -6.396929655216146),
+                                     -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),
                                     ("<time-of-day> am|pmabsorption of , after named day",
-                                     -5.703782474656201),
+                                     -5.7062793548547885),
                                     ("Dayananda Saraswati Jayantiyear (latent)",
-                                     -6.396929655216146),
-                                    ("today<time-of-day> am|pm", -6.396929655216146),
-                                    ("Februarythe <day-of-month> (ordinal)", -5.991464547107982),
-                                    ("at <time-of-day><time> <part-of-day>", -6.396929655216146),
-                                    ("<day-of-month> (ordinal)intersect", -5.991464547107982),
-                                    ("hourhour", -4.31748811353631),
-                                    ("Mahavir Jayantiyear (latent)", -5.991464547107982),
-                                    ("Navaratriin|during <named-month>|year", -6.396929655216146),
-                                    ("Wednesdaythis|last|next <cycle>", -6.396929655216146),
-                                    ("Lentyear (latent)", -6.396929655216146),
+                                     -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),
                                     ("intersect<named-month> <day-of-month> (non ordinal)",
-                                     -4.5251274783145545),
-                                    ("Boghiyear (latent)", -6.396929655216146),
-                                    ("dayyear", -1.8805906829346708),
+                                     -4.527624358513142),
+                                    ("Boghiyear (latent)", -6.399426535414734),
+                                    ("dayyear", -1.8776379583656932),
                                     ("Karva Chauthin|during <named-month>|year",
-                                     -6.396929655216146),
-                                    ("Thursdayfrom|since|after <time>", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("Thursdayfrom|since|after <time>", -5.993961427306569),
                                     ("<time-of-day> o'clockin|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Thursdayat <time-of-day>", -5.703782474656201),
-                                    ("Islamic New Yearyear (latent)", -5.991464547107982),
-                                    ("Laylat al-Qadryear (latent)", -5.480638923341991),
-                                    ("Shrove Tuesdayyear (latent)", -6.396929655216146),
+                                     -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),
                                     ("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-                                     -5.703782474656201),
-                                    ("<time-of-day> am|pmtomorrow", -5.703782474656201),
-                                    ("Yom Kippuryear (latent)", -6.396929655216146),
-                                    ("<day-of-month> (ordinal)Tuesday", -5.991464547107982),
-                                    ("<part-of-day> of <time>year (latent)", -6.396929655216146),
-                                    ("minutehour", -5.144166686720778),
-                                    ("Kaanum Pongalyear (latent)", -5.991464547107982),
-                                    ("Maha Saptamiyear (latent)", -6.396929655216146),
+                                     -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),
                                     ("at <time-of-day>in|during the <part-of-day>",
-                                     -5.991464547107982),
-                                    ("time-of-day (latent)tomorrow", -5.480638923341991),
-                                    ("part of daysat <time-of-day>", -5.991464547107982),
+                                     -5.993961427306569),
+                                    ("time-of-day (latent)tomorrow", -5.483135803540579),
+                                    ("part of daysat <time-of-day>", -5.993961427306569),
                                     ("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-                                     -4.382026634673881),
-                                    ("for <duration> from <time>December", -6.396929655216146),
-                                    ("tomorrow<time-of-day> sharp|exactly", -6.396929655216146),
+                                     -4.384523514872469),
+                                    ("for <duration> from <time>December", -6.399426535414734),
+                                    ("tomorrow<time-of-day> sharp|exactly", -6.399426535414734),
                                     ("Thursdayfrom <datetime> - <datetime> (interval)",
-                                     -5.144166686720778),
+                                     -5.146663566919366),
                                     ("intersect by \",\", \"of\", \"from\" for yearhhhmm",
-                                     -5.144166686720778),
-                                    ("time-of-day (latent)this <part-of-day>", -6.396929655216146),
-                                    ("Pentecostyear (latent)", -6.396929655216146),
+                                     -5.146663566919366),
+                                    ("time-of-day (latent)this <part-of-day>", -6.399426535414734),
+                                    ("Pentecostyear (latent)", -6.399426535414734),
                                     ("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-                                     -5.144166686720778),
-                                    ("<day-of-month> (ordinal)February", -6.396929655216146),
-                                    ("Eid al-Fitryear (latent)", -5.0106352940962555),
+                                     -5.146663566919366),
+                                    ("<day-of-month> (ordinal)February", -6.399426535414734),
+                                    ("Eid al-Fitryear (latent)", -5.013132174294843),
                                     ("Vasant Panchamiin|during <named-month>|year",
-                                     -6.396929655216146),
-                                    ("Mondayin|during the <part-of-day>", -6.396929655216146),
-                                    ("Chhathin|during <named-month>|year", -6.396929655216146),
-                                    ("Diwaliin|during <named-month>|year", -6.396929655216146),
-                                    ("Vaisakhiin|during <named-month>|year", -6.396929655216146),
-                                    ("Guru Ravidass Jayantiyear (latent)", -5.144166686720778),
-                                    ("Raksha Bandhanyear (latent)", -6.396929655216146),
-                                    ("daysecond", -5.991464547107982),
+                                     -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),
                                     ("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-                                     -5.991464547107982),
-                                    ("Ashurayear (latent)", -6.396929655216146),
-                                    ("Tuesdayin|during <named-month>|year", -6.396929655216146),
-                                    ("Chinese New Yearyear (latent)", -6.396929655216146),
-                                    ("tomorrowintersect", -6.396929655216146),
-                                    ("Lag BaOmeryear (latent)", -6.396929655216146),
+                                     -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),
                                     ("last weekend of <named-month>year (latent)",
-                                     -6.396929655216146),
-                                    ("Eid al-Adhayear (latent)", -4.2568634917198755),
-                                    ("intersectin|during the <part-of-day>", -6.396929655216146),
-                                    ("Palm Sundayyear (latent)", -6.396929655216146),
-                                    ("Christmasat <time-of-day>", -6.396929655216146),
-                                    ("Passoveryear (latent)", -6.396929655216146),
-                                    ("Lazarus Saturdayyear (latent)", -6.396929655216146),
+                                     -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),
                                     ("<day-of-month> (ordinal or number) <named-month>year (latent)",
-                                     -6.396929655216146),
-                                    ("hhhmmon <day>", -5.480638923341991),
-                                    ("Yom HaShoahyear (latent)", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("hhhmmon <day>", -5.483135803540579),
+                                    ("Yom HaShoahyear (latent)", -5.993961427306569),
                                     ("Thursday<datetime> - <datetime> (interval)",
-                                     -5.991464547107982),
+                                     -5.993961427306569),
                                     ("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Septemberyear (latent)", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("Septemberyear (latent)", -5.993961427306569),
                                     ("Thursday<time-of-day> - <time-of-day> (interval)",
-                                     -4.892852258439873),
-                                    ("Halloweenyear (latent)", -6.396929655216146),
+                                     -4.895349138638459),
+                                    ("Halloweenyear (latent)", -6.399426535414734),
                                     ("<ordinal> last <cycle> of <time>year (latent)",
-                                     -5.991464547107982),
+                                     -5.993961427306569),
                                     ("from <time-of-day> - <time-of-day> (interval)on <day>",
-                                     -5.703782474656201),
+                                     -5.7062793548547885),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
-                                     -6.396929655216146),
-                                    ("at <time-of-day>intersect", -5.480638923341991),
-                                    ("Rosh Hashanahyear (latent)", -5.703782474656201),
-                                    ("Dhanterasyear (latent)", -6.396929655216146),
-                                    ("Tu BiShvatyear (latent)", -6.396929655216146),
-                                    ("<day-of-month> (ordinal)December", -5.703782474656201),
-                                    ("Holiyear (latent)", -5.703782474656201),
+                                     -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),
                                     ("<time-of-day> - <time-of-day> (interval)tomorrow",
-                                     -6.396929655216146),
-                                    ("Holika Dahanyear (latent)", -5.703782474656201),
+                                     -6.399426535414734),
+                                    ("Holika Dahanyear (latent)", -5.7062793548547885),
                                     ("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.991464547107982),
-                                    ("dayminute", -3.082743650543621),
-                                    ("Mawlidyear (latent)", -6.396929655216146),
+                                     -5.993961427306569),
+                                    ("dayminute", -3.0852405307422077),
+                                    ("Mawlidyear (latent)", -6.399426535414734),
                                     ("from <datetime> - <datetime> (interval)on <day>",
-                                     -5.991464547107982),
+                                     -5.993961427306569),
                                     ("<datetime> - <datetime> (interval)tomorrow",
-                                     -6.396929655216146),
-                                    ("Jumu'atul-Widayear (latent)", -5.480638923341991),
-                                    ("minuteday", -2.659260036932778),
+                                     -6.399426535414734),
+                                    ("Jumu'atul-Widayear (latent)", -5.483135803540579),
+                                    ("minuteday", -2.6617569171313655),
                                     ("absorption of , after named dayintersect",
-                                     -5.703782474656201),
-                                    ("intersectyear (latent)", -6.396929655216146),
-                                    ("Orthodox Easter Sundayyear (latent)", -6.396929655216146),
+                                     -5.7062793548547885),
+                                    ("intersectyear (latent)", -6.399426535414734),
+                                    ("Orthodox Easter Sundayyear (latent)", -6.399426535414734),
                                     ("time-of-day (latent)in|within|after <duration>",
-                                     -6.396929655216146),
+                                     -6.399426535414734),
                                     ("<ordinal> <cycle> of <time>year (latent)",
-                                     -6.396929655216146),
-                                    ("intersecthhhmm", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("intersecthhhmm", -5.993961427306569),
                                     ("the <day-of-month> (ordinal)in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Boss's Dayyear (latent)", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("Boss's Dayyear (latent)", -5.993961427306569),
                                     ("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -6.396929655216146),
-                                    ("Global Youth Service Dayyear (latent)", -6.396929655216146),
-                                    ("Dhanterasin|during <named-month>|year", -6.396929655216146),
-                                    ("Tisha B'Avyear (latent)", -6.396929655216146),
-                                    ("Isra and Mi'rajyear (latent)", -5.480638923341991),
-                                    ("at <time-of-day>on <day>", -4.787491742782046),
+                                     -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),
                                     ("at <time-of-day>absorption of , after named day",
-                                     -5.991464547107982),
+                                     -5.993961427306569),
                                     ("time-of-day (latent)<time> <part-of-day>",
-                                     -5.703782474656201),
-                                    ("Christmasyear (latent)", -5.991464547107982),
-                                    ("Naraka Chaturdashiyear (latent)", -5.991464547107982),
-                                    ("Thai Pongalin|during <named-month>|year", -6.396929655216146),
-                                    ("dayweek", -6.396929655216146),
-                                    ("Easter Sundayyear (latent)", -5.703782474656201),
+                                     -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),
                                     ("between <time-of-day> and <time-of-day> (interval)on <day>",
-                                     -5.991464547107982),
-                                    ("weekyear", -5.298317366548036),
-                                    ("King's Dayyear (latent)", -4.892852258439873),
-                                    ("hh:mmin|during the <part-of-day>", -5.480638923341991),
+                                     -5.993961427306569),
+                                    ("weekyear", -5.300814246746624),
+                                    ("King's Dayyear (latent)", -4.895349138638459),
+                                    ("hh:mmin|during the <part-of-day>", -5.483135803540579),
                                     ("<cycle> after|before <time><time-of-day> am|pm",
-                                     -5.991464547107982),
-                                    ("Hanukkahyear (latent)", -5.703782474656201),
-                                    ("February<time> <part-of-day>", -6.396929655216146),
+                                     -5.993961427306569),
+                                    ("Hanukkahyear (latent)", -5.7062793548547885),
+                                    ("February<time> <part-of-day>", -6.399426535414734),
                                     ("time-of-day (latent)in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Great Lentyear (latent)", -6.396929655216146),
-                                    ("tomorrowat <time-of-day>", -5.703782474656201),
+                                     -6.399426535414734),
+                                    ("Great Lentyear (latent)", -6.399426535414734),
+                                    ("tomorrowat <time-of-day>", -5.7062793548547885),
                                     ("hhmm (latent)in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Ugadiyear (latent)", -5.0106352940962555),
-                                    ("Vaisakhiyear (latent)", -5.703782474656201),
+                                     -6.399426535414734),
+                                    ("Ugadiyear (latent)", -5.013132174294843),
+                                    ("Vaisakhiyear (latent)", -5.7062793548547885),
                                     ("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-                                     -5.703782474656201),
-                                    ("last <cycle> of <time>year (latent)", -5.703782474656201),
-                                    ("at <time-of-day>tomorrow", -5.991464547107982),
-                                    ("tomorrow<time-of-day> am|pm", -6.396929655216146),
+                                     -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),
                                     ("<named-month> <day-of-month> (non ordinal)year (latent)",
-                                     -6.396929655216146),
-                                    ("Diwaliyear (latent)", -6.396929655216146),
-                                    ("between <time> and <time>on <day>", -5.991464547107982),
-                                    ("Black Fridayyear (latent)", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("Diwaliyear (latent)", -6.399426535414734),
+                                    ("between <time> and <time>on <day>", -5.993961427306569),
+                                    ("Black Fridayyear (latent)", -5.993961427306569),
                                     ("the <ordinal> last <cycle> of <time>year (latent)",
-                                     -6.396929655216146),
+                                     -6.399426535414734),
                                     ("in|during the <part-of-day>at <time-of-day>",
-                                     -6.396929655216146),
-                                    ("Chhathyear (latent)", -5.991464547107982),
-                                    ("Vasant Panchamiyear (latent)", -6.396929655216146),
-                                    ("Rabindra Jayantiyear (latent)", -5.144166686720778),
-                                    ("St Patrick's Dayyear (latent)", -6.396929655216146),
-                                    ("Thursday<time> (timezone)", -6.396929655216146),
+                                     -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),
                                     ("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Pargat Diwasyear (latent)", -5.144166686720778),
-                                    ("<datetime> - <datetime> (interval)July", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("Pargat Diwasyear (latent)", -5.146663566919366),
+                                    ("<datetime> - <datetime> (interval)July", -5.993961427306569),
                                     ("on <day><named-month> <day-of-month> (non ordinal)",
-                                     -5.703782474656201),
-                                    ("Februaryintersect", -6.396929655216146),
-                                    ("Simchat Torahyear (latent)", -6.396929655216146),
-                                    ("minuteyear", -6.396929655216146)],
-                               n = 462},
+                                     -5.7062793548547885),
+                                    ("Februaryintersect", -6.399426535414734),
+                                    ("Simchat Torahyear (latent)", -6.399426535414734),
+                                    ("minuteyear", -6.399426535414734)],
+                               n = 463},
                    koData =
-                     ClassData{prior = -0.9973585549629368, unseen = -6.705639094860003,
+                     ClassData{prior = -0.9987237428882767, unseen = -6.706862336602747,
                                likelihoods =
                                  HashMap.fromList
-                                   [("Thursdayhhhmm", -4.507189777627888),
-                                    ("hourday", -3.6133719016057912),
+                                   [("Thursdayhhhmm", -4.508414517523783),
+                                    ("hourday", -3.614596641501687),
                                     ("<hour-of-day> <integer><time-of-day> am|pm",
-                                     -6.0112671744041615),
-                                    ("<day-of-month> (ordinal)August", -6.0112671744041615),
-                                    ("dayhour", -3.446317816942625),
-                                    ("<time> timezoneyear (latent)", -5.318119993844216),
+                                     -6.012491914300058),
+                                    ("<day-of-month> (ordinal)August", -6.012491914300058),
+                                    ("dayhour", -3.447542556838521),
+                                    ("<time> timezoneyear (latent)", -5.319344733740112),
                                     ("<time-of-day> - <time-of-day> (interval)on <day>",
-                                     -5.094976442530006),
-                                    ("Tuesdayfrom|since|after <time>", -5.318119993844216),
-                                    ("daymonth", -3.337118524977633),
-                                    ("monthyear", -4.758504205908793),
-                                    ("<time-of-day> am|pmyear (latent)", -5.318119993844216),
-                                    ("Thai Pongalyear (latent)", -5.318119993844216),
-                                    ("intersecthh:mm", -6.0112671744041615),
+                                     -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),
                                     ("from <datetime> - <datetime> (interval)July",
-                                     -5.605802066295998),
-                                    ("<day-of-month> (ordinal)Wednesday", -6.0112671744041615),
-                                    ("houryear", -4.624972813284271),
+                                     -5.607026806191893),
+                                    ("<day-of-month> (ordinal)Wednesday", -6.012491914300058),
+                                    ("houryear", -4.626197553180167),
                                     ("from <time-of-day> - <time-of-day> (interval)July",
-                                     -6.0112671744041615),
-                                    ("<day-of-month> (ordinal)October", -6.0112671744041615),
+                                     -6.012491914300058),
+                                    ("<day-of-month> (ordinal)October", -6.012491914300058),
                                     ("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.318119993844216),
-                                    ("hournograin", -4.758504205908793),
-                                    ("<time-of-day> am|pmintersect", -4.758504205908793),
-                                    ("Octoberyear (latent)", -6.0112671744041615),
+                                     -5.319344733740112),
+                                    ("hournograin", -4.75972894580469),
+                                    ("<time-of-day> am|pmintersect", -4.75972894580469),
+                                    ("Octoberyear (latent)", -6.012491914300058),
                                     ("time-of-day (latent)intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.605802066295998),
-                                    ("until <time>on <day>", -5.318119993844216),
-                                    ("time-of-day (latent)intersect", -5.318119993844216),
-                                    ("todayin <number> (implicit minutes)", -6.0112671744041615),
+                                     -5.607026806191893),
+                                    ("until <time>on <day>", -5.319344733740112),
+                                    ("time-of-day (latent)intersect", -5.319344733740112),
+                                    ("todayin <number> (implicit minutes)", -6.012491914300058),
                                     ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-                                     -5.318119993844216),
+                                     -5.319344733740112),
                                     ("about|exactly <time-of-day>year (latent)",
-                                     -6.0112671744041615),
-                                    ("hh:mmon <day>", -4.758504205908793),
-                                    ("hhhmmintersect", -5.605802066295998),
-                                    ("absorption of , after named dayJuly", -5.094976442530006),
-                                    ("from|since|after <time>July", -5.605802066295998),
+                                     -6.012491914300058),
+                                    ("hh:mmon <day>", -4.75972894580469),
+                                    ("hhhmmintersect", -5.607026806191893),
+                                    ("absorption of , after named dayJuly", -5.096201182425903),
+                                    ("from|since|after <time>July", -5.607026806191893),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-                                     -5.094976442530006),
-                                    ("Clean Mondayyear (latent)", -6.0112671744041615),
-                                    ("monthhour", -6.0112671744041615),
+                                     -5.096201182425903),
+                                    ("Clean Mondayyear (latent)", -6.012491914300058),
+                                    ("monthhour", -6.012491914300058),
                                     ("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.605802066295998),
-                                    ("hourmonth", -4.139464997502571),
-                                    ("todayat <time-of-day>", -6.0112671744041615),
-                                    ("hhhmmyear (latent)", -4.758504205908793),
-                                    ("from|since|after <time>December", -6.0112671744041615),
+                                     -5.607026806191893),
+                                    ("hourmonth", -4.140689737398466),
+                                    ("todayat <time-of-day>", -6.012491914300058),
+                                    ("hhhmmyear (latent)", -4.75972894580469),
+                                    ("from|since|after <time>December", -6.012491914300058),
                                     ("from|since|after <time><time-of-day> am|pm",
-                                     -6.0112671744041615),
-                                    ("<time-of-day> am|pmon <day>", -4.758504205908793),
-                                    ("Mondayyear (latent)", -5.318119993844216),
-                                    ("dayday", -4.624972813284271),
-                                    ("on <day>September", -5.318119993844216),
-                                    ("time-of-day (latent)September", -5.605802066295998),
-                                    ("hourhour", -5.605802066295998),
-                                    ("time-of-day (latent)on <day>", -4.507189777627888),
-                                    ("Thursdaydd/mm", -6.0112671744041615),
+                                     -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),
                                     ("time-of-day (latent)<cycle> after|before <time>",
-                                     -5.605802066295998),
-                                    ("dayyear", -3.0934964423198825),
-                                    ("New Year's Dayyear (latent)", -5.094976442530006),
-                                    ("time-of-day (latent)Sunday", -5.605802066295998),
-                                    ("Thursdayfrom|since|after <time>", -4.306519082165736),
-                                    ("Thursdayat <time-of-day>", -4.401829261970061),
+                                     -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),
                                     ("<integer> to|till|before <hour-of-day>September",
-                                     -6.0112671744041615),
-                                    ("Aprilyear (latent)", -6.0112671744041615),
-                                    ("the <day-of-month> (ordinal)July", -6.0112671744041615),
-                                    ("the <day-of-month> (number)July", -6.0112671744041615),
-                                    ("monthminute", -6.0112671744041615),
-                                    ("<time-of-day> am|pmtomorrow", -6.0112671744041615),
-                                    ("Thursdayhh:mm", -5.094976442530006),
-                                    ("<day-of-month> (ordinal)Tuesday", -5.605802066295998),
-                                    ("minutemonth", -3.871201010907891),
-                                    ("time-of-day (latent)Friday", -5.605802066295998),
-                                    ("minutehour", -6.0112671744041615),
-                                    ("Augustyear (latent)", -5.605802066295998),
-                                    ("week-endin|during <named-month>|year", -6.0112671744041615),
-                                    ("time-of-day (latent)Tuesday", -5.605802066295998),
+                                     -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),
                                     ("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-                                     -6.0112671744041615),
-                                    ("Sundayyear (latent)", -5.094976442530006),
-                                    ("Christmasat <time-of-day>", -6.0112671744041615),
-                                    ("from|since|after <time>year (latent)", -4.912654885736052),
-                                    ("hhhmmon <day>", -5.094976442530006),
-                                    ("yesterday<time-of-day> am|pm", -6.0112671744041615),
-                                    ("<day-of-month> (ordinal)July", -5.318119993844216),
+                                     -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),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-                                     -6.0112671744041615),
+                                     -6.012491914300058),
                                     ("Thursday<time-of-day> - <time-of-day> (interval)",
-                                     -6.0112671744041615),
+                                     -6.012491914300058),
                                     ("in|during <named-month>|yearyear (latent)",
-                                     -6.0112671744041615),
-                                    ("at <time-of-day>intersect", -5.094976442530006),
-                                    ("hh:mmyear (latent)", -4.624972813284271),
-                                    ("Holiyear (latent)", -6.0112671744041615),
-                                    ("until <time><time-of-day> am|pm", -6.0112671744041615),
+                                     -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),
                                     ("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.605802066295998),
-                                    ("dayminute", -3.1780538303479458),
-                                    ("yyyy-mm-ddhh:mm", -5.605802066295998),
-                                    ("intersectfrom|since|after <time>", -5.605802066295998),
-                                    ("intersectSeptember", -4.139464997502571),
-                                    ("minuteday", -2.8542667532540484),
+                                     -5.607026806191893),
+                                    ("dayminute", -3.1792785702438415),
+                                    ("yyyy-mm-ddhh:mm", -5.607026806191893),
+                                    ("intersectfrom|since|after <time>", -5.607026806191893),
+                                    ("intersectSeptember", -4.140689737398466),
+                                    ("minuteday", -2.855491493149944),
                                     ("absorption of , after named dayintersect",
-                                     -6.0112671744041615),
-                                    ("intersectyear (latent)", -6.0112671744041615),
-                                    ("Februaryin|during the <part-of-day>", -6.0112671744041615),
+                                     -6.012491914300058),
+                                    ("intersectyear (latent)", -6.012491914300058),
+                                    ("Februaryin|during the <part-of-day>", -6.012491914300058),
                                     ("<duration> after|before|from|past <time>December",
-                                     -6.0112671744041615),
-                                    ("time-of-day (latent)July", -5.318119993844216),
-                                    ("Saturdayyear (latent)", -6.0112671744041615),
+                                     -6.012491914300058),
+                                    ("time-of-day (latent)July", -5.319344733740112),
+                                    ("Saturdayyear (latent)", -6.012491914300058),
                                     ("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -6.0112671744041615),
-                                    ("at <time-of-day>on <day>", -5.094976442530006),
-                                    ("absorption of , after named daySeptember",
-                                     -4.758504205908793),
-                                    ("Naraka Chaturdashiyear (latent)", -6.0112671744041615),
-                                    ("from|since|after <time>on <day>", -5.094976442530006),
-                                    ("dayweek", -6.0112671744041615),
-                                    ("Easter Sundayyear (latent)", -5.605802066295998),
-                                    ("Thursday<time-of-day> am|pm", -4.758504205908793),
-                                    ("weekyear", -5.605802066295998),
-                                    ("time-of-day (latent)Thursday", -5.605802066295998),
+                                     -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),
                                     ("<named-month> <day-of-month> (non ordinal)until <time>",
-                                     -6.0112671744041615),
-                                    ("<day-of-month> (ordinal)April", -6.0112671744041615),
+                                     -6.012491914300058),
+                                    ("<day-of-month> (ordinal)April", -6.012491914300058),
                                     ("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-                                     -5.605802066295998),
+                                     -5.607026806191893),
                                     ("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-                                     -5.318119993844216),
-                                    ("Sundayfrom|since|after <time>", -6.0112671744041615),
-                                    ("absorption of , after named dayFebruary", -5.094976442530006),
+                                     -5.319344733740112),
+                                    ("Sundayfrom|since|after <time>", -6.012491914300058),
+                                    ("absorption of , after named dayFebruary", -5.096201182425903),
                                     ("time-of-day (latent)in|during the <part-of-day>",
-                                     -5.605802066295998),
+                                     -5.607026806191893),
                                     ("July<integer> to|till|before <hour-of-day>",
-                                     -6.0112671744041615),
-                                    ("tomorrowat <time-of-day>", -6.0112671744041615),
-                                    ("daynograin", -5.605802066295998),
+                                     -6.012491914300058),
+                                    ("tomorrowat <time-of-day>", -6.012491914300058),
+                                    ("daynograin", -5.607026806191893),
                                     ("<integer> to|till|before <hour-of-day>July",
-                                     -5.605802066295998),
-                                    ("last <cycle> of <time>year (latent)", -5.605802066295998),
-                                    ("tomorrow<time-of-day> am|pm", -6.0112671744041615),
+                                     -5.607026806191893),
+                                    ("last <cycle> of <time>year (latent)", -5.607026806191893),
+                                    ("tomorrow<time-of-day> am|pm", -6.012491914300058),
                                     ("<named-month> <day-of-month> (non ordinal)year (latent)",
-                                     -5.318119993844216),
-                                    ("Diwaliyear (latent)", -5.605802066295998),
+                                     -5.319344733740112),
+                                    ("Diwaliyear (latent)", -5.607026806191893),
                                     ("<time-of-day> - <time-of-day> (interval)July",
-                                     -6.0112671744041615),
-                                    ("Fridayyear (latent)", -5.605802066295998),
-                                    ("time-of-day (latent)April", -6.0112671744041615),
-                                    ("minuteyear", -3.8140425970679424)],
+                                     -6.012491914300058),
+                                    ("Fridayyear (latent)", -5.607026806191893),
+                                    ("time-of-day (latent)April", -6.012491914300058),
+                                    ("minuteyear", -3.815267336963838)],
                                n = 270}}),
        ("one eleven",
         Classifier{okData =
@@ -1556,15 +1556,14 @@ classifiers
                                likelihoods = HashMap.fromList [], n = 0}}),
        ("year (latent)",
         Classifier{okData =
-                     ClassData{prior = -0.15006069457573323,
-                               unseen = -5.3706380281276624,
+                     ClassData{prior = -0.1494000770686605, unseen = -5.375278407684165,
                                likelihoods =
                                  HashMap.fromList
-                                   [("integer (numeric)", -2.8437935320533514e-2),
-                                    ("intersect 2 numbers", -3.979681653901961)],
-                               n = 210},
+                                   [("integer (numeric)", -2.830377616285182e-2),
+                                    ("intersect 2 numbers", -3.984343667007772)],
+                               n = 211},
                    koData =
-                     ClassData{prior = -1.9708077006770406,
+                     ClassData{prior = -1.9748976859285656,
                                unseen = -3.6635616461296463,
                                likelihoods =
                                  HashMap.fromList
@@ -2059,6 +2058,13 @@ classifiers
                    koData =
                      ClassData{prior = -infinity, unseen = -0.6931471805599453,
                                likelihoods = HashMap.fromList [], n = 0}}),
+       ("Ratha-Yatra",
+        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}}),
        ("Palm Sunday",
         Classifier{okData =
                      ClassData{prior = 0.0, unseen = -1.3862943611198906,
diff --git a/Duckling/Ranking/Classifiers/EN_NZ.hs b/Duckling/Ranking/Classifiers/EN_NZ.hs
index 379327e3..8e4c47d3 100644
--- a/Duckling/Ranking/Classifiers/EN_NZ.hs
+++ b/Duckling/Ranking/Classifiers/EN_NZ.hs
@@ -83,10 +83,10 @@ classifiers
                                likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
        ("integer (numeric)",
         Classifier{okData =
-                     ClassData{prior = -0.5644851369496048, unseen = -6.089044875446846,
-                               likelihoods = HashMap.fromList [("", 0.0)], n = 439},
+                     ClassData{prior = -0.5635043216751151, unseen = -6.091309882077698,
+                               likelihoods = HashMap.fromList [("", 0.0)], n = 440},
                    koData =
-                     ClassData{prior = -0.8408420600443324, unseen = -5.814130531825066,
+                     ClassData{prior = -0.8421365586069781, unseen = -5.814130531825066,
                                likelihoods = HashMap.fromList [("", 0.0)], n = 333}}),
        ("<year> (bc|ad)",
         Classifier{okData =
@@ -858,429 +858,429 @@ classifiers
                                likelihoods = HashMap.fromList [], n = 0}}),
        ("intersect",
         Classifier{okData =
-                     ClassData{prior = -0.46021562287957263,
-                               unseen = -7.0909098220799835,
+                     ClassData{prior = -0.45941864780041747,
+                               unseen = -7.093404625868766,
                                likelihoods =
                                  HashMap.fromList
-                                   [("Navaratriyear (latent)", -6.396929655216146),
-                                    ("Karva Chauthyear (latent)", -6.396929655216146),
+                                   [("Navaratriyear (latent)", -6.399426535414734),
+                                    ("Karva Chauthyear (latent)", -6.399426535414734),
                                     ("<day-of-month> (ordinal)in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Maha Shivaratriyear (latent)", -6.396929655216146),
-                                    ("Ramadanyear (latent)", -5.144166686720778),
+                                     -6.399426535414734),
+                                    ("Maha Shivaratriyear (latent)", -6.399426535414734),
+                                    ("Ramadanyear (latent)", -5.146663566919366),
                                     ("<datetime> - <datetime> (interval)on <day>",
-                                     -5.0106352940962555),
-                                    ("Bhai Doojyear (latent)", -6.396929655216146),
-                                    ("hourday", -4.382026634673881),
-                                    ("dayhour", -3.4524906760497056),
+                                     -5.013132174294843),
+                                    ("Bhai Doojyear (latent)", -6.399426535414734),
+                                    ("hourday", -4.384523514872469),
+                                    ("dayhour", -3.4549875562482932),
                                     ("<time-of-day> - <time-of-day> (interval)on <day>",
-                                     -5.0106352940962555),
-                                    ("Martin Luther King's Dayyear (latent)", -5.991464547107982),
-                                    ("Shemini Atzeretyear (latent)", -6.396929655216146),
-                                    ("daymonth", -4.382026634673881),
-                                    ("monthday", -5.991464547107982),
-                                    ("monthyear", -4.605170185988091),
-                                    ("Yom Ha'atzmautyear (latent)", -6.396929655216146),
-                                    ("Vijayadashamiyear (latent)", -6.396929655216146),
-                                    ("Thai Pongalyear (latent)", -5.703782474656201),
-                                    ("Thiru Onamyear (latent)", -5.703782474656201),
-                                    ("hhhmmabsorption of , after named day", -6.396929655216146),
-                                    ("Tuesdaythe <day-of-month> (ordinal)", -6.396929655216146),
+                                     -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),
                                     ("from <datetime> - <datetime> (interval)July",
-                                     -5.480638923341991),
-                                    ("<day-of-month> (ordinal)Wednesday", -6.396929655216146),
-                                    ("Krishna Janmashtamiyear (latent)", -5.991464547107982),
-                                    ("Guru Gobind Singh Jayantiyear (latent)", -6.396929655216146),
-                                    ("houryear", -5.480638923341991),
+                                     -5.483135803540579),
+                                    ("<day-of-month> (ordinal)Wednesday", -6.399426535414734),
+                                    ("Krishna Janmashtamiyear (latent)", -5.993961427306569),
+                                    ("Guru Gobind Singh Jayantiyear (latent)", -6.399426535414734),
+                                    ("houryear", -5.483135803540579),
                                     ("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-                                     -6.396929655216146),
-                                    ("Christmas<time-of-day> am|pm", -6.396929655216146),
+                                     -6.399426535414734),
+                                    ("Christmas<time-of-day> am|pm", -6.399426535414734),
                                     ("last <day-of-week> of <time>year (latent)",
-                                     -6.396929655216146),
+                                     -6.399426535414734),
                                     ("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.703782474656201),
-                                    ("intersectin|during <named-month>|year", -6.396929655216146),
-                                    ("<time-of-day> am|pmintersect", -5.144166686720778),
-                                    ("Earth Houryear (latent)", -6.396929655216146),
-                                    ("Octoberyear (latent)", -4.892852258439873),
-                                    ("intersect<time-of-day> am|pm", -6.396929655216146),
-                                    ("Mattu Pongalyear (latent)", -6.396929655216146),
-                                    ("Shavuotyear (latent)", -6.396929655216146),
-                                    ("Parsi New Yearyear (latent)", -5.480638923341991),
+                                     -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),
                                     ("at <time-of-day>in|within|after <duration>",
-                                     -6.396929655216146),
-                                    ("Thursdayhh(:mm) - <time-of-day> am|pm", -6.396929655216146),
-                                    ("todayin|within|after <duration>", -6.396929655216146),
+                                     -6.399426535414734),
+                                    ("Thursdayhh(:mm) - <time-of-day> am|pm", -6.399426535414734),
+                                    ("todayin|within|after <duration>", -6.399426535414734),
                                     ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-                                     -5.991464547107982),
-                                    ("Marchyear (latent)", -6.396929655216146),
+                                     -5.993961427306569),
+                                    ("Marchyear (latent)", -6.399426535414734),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"hhhmm",
-                                     -5.991464547107982),
-                                    ("Sukkotyear (latent)", -5.991464547107982),
-                                    ("hhhmmintersect", -5.991464547107982),
+                                     -5.993961427306569),
+                                    ("Sukkotyear (latent)", -5.993961427306569),
+                                    ("hhhmmintersect", -5.993961427306569),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-                                     -5.991464547107982),
-                                    ("Clean Mondayyear (latent)", -5.991464547107982),
-                                    ("monthhour", -5.991464547107982),
+                                     -5.993961427306569),
+                                    ("Clean Mondayyear (latent)", -5.993961427306569),
+                                    ("monthhour", -5.993961427306569),
                                     ("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.703782474656201),
-                                    ("todayat <time-of-day>", -6.396929655216146),
-                                    ("Thursday<time> timezone", -3.9990343824177756),
-                                    ("time-of-day (latent)tonight", -5.991464547107982),
-                                    ("from|since|after <time>December", -6.396929655216146),
-                                    ("<time-of-day> am|pmon <day>", -4.382026634673881),
+                                     -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),
                                     ("this <time>hh(:mm) - <time-of-day> am|pm",
-                                     -6.396929655216146),
-                                    ("yyyy-mm-ddhh:mm:ss", -5.991464547107982),
-                                    ("dayday", -3.6888794541139363),
-                                    ("<time> <part-of-day>at <time-of-day>", -6.396929655216146),
-                                    ("tonightat <time-of-day>", -6.396929655216146),
+                                     -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),
                                     ("<time-of-day> am|pmabsorption of , after named day",
-                                     -5.703782474656201),
+                                     -5.7062793548547885),
                                     ("Dayananda Saraswati Jayantiyear (latent)",
-                                     -6.396929655216146),
-                                    ("today<time-of-day> am|pm", -6.396929655216146),
-                                    ("Februarythe <day-of-month> (ordinal)", -5.991464547107982),
-                                    ("at <time-of-day><time> <part-of-day>", -6.396929655216146),
-                                    ("<day-of-month> (ordinal)intersect", -5.991464547107982),
-                                    ("hourhour", -4.31748811353631),
-                                    ("Mahavir Jayantiyear (latent)", -5.991464547107982),
-                                    ("Navaratriin|during <named-month>|year", -6.396929655216146),
-                                    ("Wednesdaythis|last|next <cycle>", -6.396929655216146),
-                                    ("Lentyear (latent)", -6.396929655216146),
+                                     -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),
                                     ("intersect<named-month> <day-of-month> (non ordinal)",
-                                     -4.5251274783145545),
-                                    ("Boghiyear (latent)", -6.396929655216146),
-                                    ("dayyear", -1.8805906829346708),
+                                     -4.527624358513142),
+                                    ("Boghiyear (latent)", -6.399426535414734),
+                                    ("dayyear", -1.8776379583656932),
                                     ("Karva Chauthin|during <named-month>|year",
-                                     -6.396929655216146),
-                                    ("Thursdayfrom|since|after <time>", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("Thursdayfrom|since|after <time>", -5.993961427306569),
                                     ("<time-of-day> o'clockin|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Thursdayat <time-of-day>", -5.703782474656201),
-                                    ("Islamic New Yearyear (latent)", -5.991464547107982),
-                                    ("Laylat al-Qadryear (latent)", -5.480638923341991),
-                                    ("Shrove Tuesdayyear (latent)", -6.396929655216146),
+                                     -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),
                                     ("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-                                     -5.703782474656201),
-                                    ("<time-of-day> am|pmtomorrow", -5.703782474656201),
-                                    ("Yom Kippuryear (latent)", -6.396929655216146),
-                                    ("<day-of-month> (ordinal)Tuesday", -5.991464547107982),
-                                    ("<part-of-day> of <time>year (latent)", -6.396929655216146),
-                                    ("minutehour", -5.144166686720778),
-                                    ("Kaanum Pongalyear (latent)", -5.991464547107982),
-                                    ("Maha Saptamiyear (latent)", -6.396929655216146),
+                                     -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),
                                     ("at <time-of-day>in|during the <part-of-day>",
-                                     -5.991464547107982),
-                                    ("time-of-day (latent)tomorrow", -5.480638923341991),
-                                    ("part of daysat <time-of-day>", -5.991464547107982),
+                                     -5.993961427306569),
+                                    ("time-of-day (latent)tomorrow", -5.483135803540579),
+                                    ("part of daysat <time-of-day>", -5.993961427306569),
                                     ("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-                                     -4.382026634673881),
-                                    ("for <duration> from <time>December", -6.396929655216146),
-                                    ("tomorrow<time-of-day> sharp|exactly", -6.396929655216146),
+                                     -4.384523514872469),
+                                    ("for <duration> from <time>December", -6.399426535414734),
+                                    ("tomorrow<time-of-day> sharp|exactly", -6.399426535414734),
                                     ("Thursdayfrom <datetime> - <datetime> (interval)",
-                                     -5.144166686720778),
+                                     -5.146663566919366),
                                     ("intersect by \",\", \"of\", \"from\" for yearhhhmm",
-                                     -5.144166686720778),
-                                    ("time-of-day (latent)this <part-of-day>", -6.396929655216146),
-                                    ("Pentecostyear (latent)", -6.396929655216146),
+                                     -5.146663566919366),
+                                    ("time-of-day (latent)this <part-of-day>", -6.399426535414734),
+                                    ("Pentecostyear (latent)", -6.399426535414734),
                                     ("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-                                     -5.144166686720778),
-                                    ("<day-of-month> (ordinal)February", -6.396929655216146),
-                                    ("Eid al-Fitryear (latent)", -5.0106352940962555),
+                                     -5.146663566919366),
+                                    ("<day-of-month> (ordinal)February", -6.399426535414734),
+                                    ("Eid al-Fitryear (latent)", -5.013132174294843),
                                     ("Vasant Panchamiin|during <named-month>|year",
-                                     -6.396929655216146),
-                                    ("Mondayin|during the <part-of-day>", -6.396929655216146),
-                                    ("Chhathin|during <named-month>|year", -6.396929655216146),
-                                    ("Diwaliin|during <named-month>|year", -6.396929655216146),
-                                    ("Vaisakhiin|during <named-month>|year", -6.396929655216146),
-                                    ("Guru Ravidass Jayantiyear (latent)", -5.144166686720778),
-                                    ("Raksha Bandhanyear (latent)", -6.396929655216146),
-                                    ("daysecond", -5.991464547107982),
+                                     -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),
                                     ("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-                                     -5.991464547107982),
-                                    ("Ashurayear (latent)", -6.396929655216146),
-                                    ("Tuesdayin|during <named-month>|year", -6.396929655216146),
-                                    ("Chinese New Yearyear (latent)", -6.396929655216146),
-                                    ("tomorrowintersect", -6.396929655216146),
-                                    ("Lag BaOmeryear (latent)", -6.396929655216146),
+                                     -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),
                                     ("last weekend of <named-month>year (latent)",
-                                     -6.396929655216146),
-                                    ("Eid al-Adhayear (latent)", -4.2568634917198755),
-                                    ("intersectin|during the <part-of-day>", -6.396929655216146),
-                                    ("Palm Sundayyear (latent)", -6.396929655216146),
-                                    ("Christmasat <time-of-day>", -6.396929655216146),
-                                    ("Passoveryear (latent)", -6.396929655216146),
-                                    ("Lazarus Saturdayyear (latent)", -6.396929655216146),
+                                     -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),
                                     ("<day-of-month> (ordinal or number) <named-month>year (latent)",
-                                     -6.396929655216146),
-                                    ("hhhmmon <day>", -5.480638923341991),
-                                    ("Yom HaShoahyear (latent)", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("hhhmmon <day>", -5.483135803540579),
+                                    ("Yom HaShoahyear (latent)", -5.993961427306569),
                                     ("Thursday<datetime> - <datetime> (interval)",
-                                     -5.991464547107982),
+                                     -5.993961427306569),
                                     ("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Septemberyear (latent)", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("Septemberyear (latent)", -5.993961427306569),
                                     ("Thursday<time-of-day> - <time-of-day> (interval)",
-                                     -4.892852258439873),
-                                    ("Halloweenyear (latent)", -6.396929655216146),
+                                     -4.895349138638459),
+                                    ("Halloweenyear (latent)", -6.399426535414734),
                                     ("<ordinal> last <cycle> of <time>year (latent)",
-                                     -5.991464547107982),
+                                     -5.993961427306569),
                                     ("from <time-of-day> - <time-of-day> (interval)on <day>",
-                                     -5.703782474656201),
+                                     -5.7062793548547885),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
-                                     -6.396929655216146),
-                                    ("at <time-of-day>intersect", -5.480638923341991),
-                                    ("Rosh Hashanahyear (latent)", -5.703782474656201),
-                                    ("Dhanterasyear (latent)", -6.396929655216146),
-                                    ("Tu BiShvatyear (latent)", -6.396929655216146),
-                                    ("<day-of-month> (ordinal)December", -5.703782474656201),
-                                    ("Holiyear (latent)", -5.703782474656201),
+                                     -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),
                                     ("<time-of-day> - <time-of-day> (interval)tomorrow",
-                                     -6.396929655216146),
-                                    ("Holika Dahanyear (latent)", -5.703782474656201),
+                                     -6.399426535414734),
+                                    ("Holika Dahanyear (latent)", -5.7062793548547885),
                                     ("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.991464547107982),
-                                    ("dayminute", -3.082743650543621),
-                                    ("Mawlidyear (latent)", -6.396929655216146),
+                                     -5.993961427306569),
+                                    ("dayminute", -3.0852405307422077),
+                                    ("Mawlidyear (latent)", -6.399426535414734),
                                     ("from <datetime> - <datetime> (interval)on <day>",
-                                     -5.991464547107982),
+                                     -5.993961427306569),
                                     ("<datetime> - <datetime> (interval)tomorrow",
-                                     -6.396929655216146),
-                                    ("Jumu'atul-Widayear (latent)", -5.480638923341991),
-                                    ("minuteday", -2.659260036932778),
+                                     -6.399426535414734),
+                                    ("Jumu'atul-Widayear (latent)", -5.483135803540579),
+                                    ("minuteday", -2.6617569171313655),
                                     ("absorption of , after named dayintersect",
-                                     -5.703782474656201),
-                                    ("intersectyear (latent)", -6.396929655216146),
-                                    ("Orthodox Easter Sundayyear (latent)", -6.396929655216146),
+                                     -5.7062793548547885),
+                                    ("intersectyear (latent)", -6.399426535414734),
+                                    ("Orthodox Easter Sundayyear (latent)", -6.399426535414734),
                                     ("time-of-day (latent)in|within|after <duration>",
-                                     -6.396929655216146),
+                                     -6.399426535414734),
                                     ("<ordinal> <cycle> of <time>year (latent)",
-                                     -6.396929655216146),
-                                    ("intersecthhhmm", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("intersecthhhmm", -5.993961427306569),
                                     ("the <day-of-month> (ordinal)in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Boss's Dayyear (latent)", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("Boss's Dayyear (latent)", -5.993961427306569),
                                     ("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -6.396929655216146),
-                                    ("Global Youth Service Dayyear (latent)", -6.396929655216146),
-                                    ("Dhanterasin|during <named-month>|year", -6.396929655216146),
-                                    ("Tisha B'Avyear (latent)", -6.396929655216146),
-                                    ("Isra and Mi'rajyear (latent)", -5.480638923341991),
-                                    ("at <time-of-day>on <day>", -4.787491742782046),
+                                     -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),
                                     ("at <time-of-day>absorption of , after named day",
-                                     -5.991464547107982),
+                                     -5.993961427306569),
                                     ("time-of-day (latent)<time> <part-of-day>",
-                                     -5.703782474656201),
-                                    ("Christmasyear (latent)", -5.991464547107982),
-                                    ("Naraka Chaturdashiyear (latent)", -5.991464547107982),
-                                    ("Thai Pongalin|during <named-month>|year", -6.396929655216146),
-                                    ("dayweek", -6.396929655216146),
-                                    ("Easter Sundayyear (latent)", -5.703782474656201),
+                                     -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),
                                     ("between <time-of-day> and <time-of-day> (interval)on <day>",
-                                     -5.991464547107982),
-                                    ("weekyear", -5.298317366548036),
-                                    ("King's Dayyear (latent)", -4.892852258439873),
-                                    ("hh:mmin|during the <part-of-day>", -5.480638923341991),
+                                     -5.993961427306569),
+                                    ("weekyear", -5.300814246746624),
+                                    ("King's Dayyear (latent)", -4.895349138638459),
+                                    ("hh:mmin|during the <part-of-day>", -5.483135803540579),
                                     ("<cycle> after|before <time><time-of-day> am|pm",
-                                     -5.991464547107982),
-                                    ("Hanukkahyear (latent)", -5.703782474656201),
-                                    ("February<time> <part-of-day>", -6.396929655216146),
+                                     -5.993961427306569),
+                                    ("Hanukkahyear (latent)", -5.7062793548547885),
+                                    ("February<time> <part-of-day>", -6.399426535414734),
                                     ("time-of-day (latent)in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Great Lentyear (latent)", -6.396929655216146),
-                                    ("tomorrowat <time-of-day>", -5.703782474656201),
+                                     -6.399426535414734),
+                                    ("Great Lentyear (latent)", -6.399426535414734),
+                                    ("tomorrowat <time-of-day>", -5.7062793548547885),
                                     ("hhmm (latent)in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Ugadiyear (latent)", -5.0106352940962555),
-                                    ("Vaisakhiyear (latent)", -5.703782474656201),
+                                     -6.399426535414734),
+                                    ("Ugadiyear (latent)", -5.013132174294843),
+                                    ("Vaisakhiyear (latent)", -5.7062793548547885),
                                     ("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-                                     -5.703782474656201),
-                                    ("last <cycle> of <time>year (latent)", -5.703782474656201),
-                                    ("at <time-of-day>tomorrow", -5.991464547107982),
-                                    ("tomorrow<time-of-day> am|pm", -6.396929655216146),
+                                     -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),
                                     ("<named-month> <day-of-month> (non ordinal)year (latent)",
-                                     -6.396929655216146),
-                                    ("Diwaliyear (latent)", -6.396929655216146),
-                                    ("between <time> and <time>on <day>", -5.991464547107982),
-                                    ("Black Fridayyear (latent)", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("Diwaliyear (latent)", -6.399426535414734),
+                                    ("between <time> and <time>on <day>", -5.993961427306569),
+                                    ("Black Fridayyear (latent)", -5.993961427306569),
                                     ("the <ordinal> last <cycle> of <time>year (latent)",
-                                     -6.396929655216146),
+                                     -6.399426535414734),
                                     ("in|during the <part-of-day>at <time-of-day>",
-                                     -6.396929655216146),
-                                    ("Chhathyear (latent)", -5.991464547107982),
-                                    ("Vasant Panchamiyear (latent)", -6.396929655216146),
-                                    ("Rabindra Jayantiyear (latent)", -5.144166686720778),
-                                    ("St Patrick's Dayyear (latent)", -6.396929655216146),
-                                    ("Thursday<time> (timezone)", -6.396929655216146),
+                                     -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),
                                     ("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Pargat Diwasyear (latent)", -5.144166686720778),
-                                    ("<datetime> - <datetime> (interval)July", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("Pargat Diwasyear (latent)", -5.146663566919366),
+                                    ("<datetime> - <datetime> (interval)July", -5.993961427306569),
                                     ("on <day><named-month> <day-of-month> (non ordinal)",
-                                     -5.703782474656201),
-                                    ("Februaryintersect", -6.396929655216146),
-                                    ("Simchat Torahyear (latent)", -6.396929655216146),
-                                    ("minuteyear", -6.396929655216146)],
-                               n = 462},
+                                     -5.7062793548547885),
+                                    ("Februaryintersect", -6.399426535414734),
+                                    ("Simchat Torahyear (latent)", -6.399426535414734),
+                                    ("minuteyear", -6.399426535414734)],
+                               n = 463},
                    koData =
-                     ClassData{prior = -0.9973585549629368, unseen = -6.705639094860003,
+                     ClassData{prior = -0.9987237428882767, unseen = -6.706862336602747,
                                likelihoods =
                                  HashMap.fromList
-                                   [("Thursdayhhhmm", -4.507189777627888),
-                                    ("hourday", -3.6133719016057912),
+                                   [("Thursdayhhhmm", -4.508414517523783),
+                                    ("hourday", -3.614596641501687),
                                     ("<hour-of-day> <integer><time-of-day> am|pm",
-                                     -6.0112671744041615),
-                                    ("<day-of-month> (ordinal)August", -6.0112671744041615),
-                                    ("dayhour", -3.446317816942625),
-                                    ("<time> timezoneyear (latent)", -5.318119993844216),
+                                     -6.012491914300058),
+                                    ("<day-of-month> (ordinal)August", -6.012491914300058),
+                                    ("dayhour", -3.447542556838521),
+                                    ("<time> timezoneyear (latent)", -5.319344733740112),
                                     ("<time-of-day> - <time-of-day> (interval)on <day>",
-                                     -5.094976442530006),
-                                    ("Tuesdayfrom|since|after <time>", -5.318119993844216),
-                                    ("daymonth", -3.337118524977633),
-                                    ("monthyear", -4.758504205908793),
-                                    ("<time-of-day> am|pmyear (latent)", -5.318119993844216),
-                                    ("Thai Pongalyear (latent)", -5.318119993844216),
-                                    ("intersecthh:mm", -6.0112671744041615),
+                                     -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),
                                     ("from <datetime> - <datetime> (interval)July",
-                                     -5.605802066295998),
-                                    ("<day-of-month> (ordinal)Wednesday", -6.0112671744041615),
-                                    ("houryear", -4.624972813284271),
+                                     -5.607026806191893),
+                                    ("<day-of-month> (ordinal)Wednesday", -6.012491914300058),
+                                    ("houryear", -4.626197553180167),
                                     ("from <time-of-day> - <time-of-day> (interval)July",
-                                     -6.0112671744041615),
-                                    ("<day-of-month> (ordinal)October", -6.0112671744041615),
+                                     -6.012491914300058),
+                                    ("<day-of-month> (ordinal)October", -6.012491914300058),
                                     ("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.318119993844216),
-                                    ("hournograin", -4.758504205908793),
-                                    ("<time-of-day> am|pmintersect", -4.758504205908793),
-                                    ("Octoberyear (latent)", -6.0112671744041615),
+                                     -5.319344733740112),
+                                    ("hournograin", -4.75972894580469),
+                                    ("<time-of-day> am|pmintersect", -4.75972894580469),
+                                    ("Octoberyear (latent)", -6.012491914300058),
                                     ("time-of-day (latent)intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.605802066295998),
-                                    ("until <time>on <day>", -5.318119993844216),
-                                    ("time-of-day (latent)intersect", -5.318119993844216),
-                                    ("todayin <number> (implicit minutes)", -6.0112671744041615),
+                                     -5.607026806191893),
+                                    ("until <time>on <day>", -5.319344733740112),
+                                    ("time-of-day (latent)intersect", -5.319344733740112),
+                                    ("todayin <number> (implicit minutes)", -6.012491914300058),
                                     ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-                                     -5.318119993844216),
+                                     -5.319344733740112),
                                     ("about|exactly <time-of-day>year (latent)",
-                                     -6.0112671744041615),
-                                    ("hh:mmon <day>", -4.758504205908793),
-                                    ("hhhmmintersect", -5.605802066295998),
-                                    ("absorption of , after named dayJuly", -5.094976442530006),
-                                    ("from|since|after <time>July", -5.605802066295998),
+                                     -6.012491914300058),
+                                    ("hh:mmon <day>", -4.75972894580469),
+                                    ("hhhmmintersect", -5.607026806191893),
+                                    ("absorption of , after named dayJuly", -5.096201182425903),
+                                    ("from|since|after <time>July", -5.607026806191893),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-                                     -5.094976442530006),
-                                    ("Clean Mondayyear (latent)", -6.0112671744041615),
-                                    ("monthhour", -6.0112671744041615),
+                                     -5.096201182425903),
+                                    ("Clean Mondayyear (latent)", -6.012491914300058),
+                                    ("monthhour", -6.012491914300058),
                                     ("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.605802066295998),
-                                    ("hourmonth", -4.139464997502571),
-                                    ("todayat <time-of-day>", -6.0112671744041615),
-                                    ("hhhmmyear (latent)", -4.758504205908793),
-                                    ("from|since|after <time>December", -6.0112671744041615),
+                                     -5.607026806191893),
+                                    ("hourmonth", -4.140689737398466),
+                                    ("todayat <time-of-day>", -6.012491914300058),
+                                    ("hhhmmyear (latent)", -4.75972894580469),
+                                    ("from|since|after <time>December", -6.012491914300058),
                                     ("from|since|after <time><time-of-day> am|pm",
-                                     -6.0112671744041615),
-                                    ("<time-of-day> am|pmon <day>", -4.758504205908793),
-                                    ("Mondayyear (latent)", -5.318119993844216),
-                                    ("dayday", -4.624972813284271),
-                                    ("on <day>September", -5.318119993844216),
-                                    ("time-of-day (latent)September", -5.605802066295998),
-                                    ("hourhour", -5.605802066295998),
-                                    ("time-of-day (latent)on <day>", -4.507189777627888),
-                                    ("Thursdaydd/mm", -6.0112671744041615),
+                                     -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),
                                     ("time-of-day (latent)<cycle> after|before <time>",
-                                     -5.605802066295998),
-                                    ("dayyear", -3.0934964423198825),
-                                    ("New Year's Dayyear (latent)", -5.094976442530006),
-                                    ("time-of-day (latent)Sunday", -5.605802066295998),
-                                    ("Thursdayfrom|since|after <time>", -4.306519082165736),
-                                    ("Thursdayat <time-of-day>", -4.401829261970061),
+                                     -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),
                                     ("<integer> to|till|before <hour-of-day>September",
-                                     -6.0112671744041615),
-                                    ("Aprilyear (latent)", -6.0112671744041615),
-                                    ("the <day-of-month> (ordinal)July", -6.0112671744041615),
-                                    ("the <day-of-month> (number)July", -6.0112671744041615),
-                                    ("monthminute", -6.0112671744041615),
-                                    ("<time-of-day> am|pmtomorrow", -6.0112671744041615),
-                                    ("Thursdayhh:mm", -5.094976442530006),
-                                    ("<day-of-month> (ordinal)Tuesday", -5.605802066295998),
-                                    ("minutemonth", -3.871201010907891),
-                                    ("time-of-day (latent)Friday", -5.605802066295998),
-                                    ("minutehour", -6.0112671744041615),
-                                    ("Augustyear (latent)", -5.605802066295998),
-                                    ("week-endin|during <named-month>|year", -6.0112671744041615),
-                                    ("time-of-day (latent)Tuesday", -5.605802066295998),
+                                     -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),
                                     ("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-                                     -6.0112671744041615),
-                                    ("Sundayyear (latent)", -5.094976442530006),
-                                    ("Christmasat <time-of-day>", -6.0112671744041615),
-                                    ("from|since|after <time>year (latent)", -4.912654885736052),
-                                    ("hhhmmon <day>", -5.094976442530006),
-                                    ("yesterday<time-of-day> am|pm", -6.0112671744041615),
-                                    ("<day-of-month> (ordinal)July", -5.318119993844216),
+                                     -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),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-                                     -6.0112671744041615),
+                                     -6.012491914300058),
                                     ("Thursday<time-of-day> - <time-of-day> (interval)",
-                                     -6.0112671744041615),
+                                     -6.012491914300058),
                                     ("in|during <named-month>|yearyear (latent)",
-                                     -6.0112671744041615),
-                                    ("at <time-of-day>intersect", -5.094976442530006),
-                                    ("hh:mmyear (latent)", -4.624972813284271),
-                                    ("Holiyear (latent)", -6.0112671744041615),
-                                    ("until <time><time-of-day> am|pm", -6.0112671744041615),
+                                     -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),
                                     ("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.605802066295998),
-                                    ("dayminute", -3.1780538303479458),
-                                    ("yyyy-mm-ddhh:mm", -5.605802066295998),
-                                    ("intersectfrom|since|after <time>", -5.605802066295998),
-                                    ("intersectSeptember", -4.139464997502571),
-                                    ("minuteday", -2.8542667532540484),
+                                     -5.607026806191893),
+                                    ("dayminute", -3.1792785702438415),
+                                    ("yyyy-mm-ddhh:mm", -5.607026806191893),
+                                    ("intersectfrom|since|after <time>", -5.607026806191893),
+                                    ("intersectSeptember", -4.140689737398466),
+                                    ("minuteday", -2.855491493149944),
                                     ("absorption of , after named dayintersect",
-                                     -6.0112671744041615),
-                                    ("intersectyear (latent)", -6.0112671744041615),
-                                    ("Februaryin|during the <part-of-day>", -6.0112671744041615),
+                                     -6.012491914300058),
+                                    ("intersectyear (latent)", -6.012491914300058),
+                                    ("Februaryin|during the <part-of-day>", -6.012491914300058),
                                     ("<duration> after|before|from|past <time>December",
-                                     -6.0112671744041615),
-                                    ("time-of-day (latent)July", -5.318119993844216),
-                                    ("Saturdayyear (latent)", -6.0112671744041615),
+                                     -6.012491914300058),
+                                    ("time-of-day (latent)July", -5.319344733740112),
+                                    ("Saturdayyear (latent)", -6.012491914300058),
                                     ("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -6.0112671744041615),
-                                    ("at <time-of-day>on <day>", -5.094976442530006),
-                                    ("absorption of , after named daySeptember",
-                                     -4.758504205908793),
-                                    ("Naraka Chaturdashiyear (latent)", -6.0112671744041615),
-                                    ("from|since|after <time>on <day>", -5.094976442530006),
-                                    ("dayweek", -6.0112671744041615),
-                                    ("Easter Sundayyear (latent)", -5.605802066295998),
-                                    ("Thursday<time-of-day> am|pm", -4.758504205908793),
-                                    ("weekyear", -5.605802066295998),
-                                    ("time-of-day (latent)Thursday", -5.605802066295998),
+                                     -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),
                                     ("<named-month> <day-of-month> (non ordinal)until <time>",
-                                     -6.0112671744041615),
-                                    ("<day-of-month> (ordinal)April", -6.0112671744041615),
+                                     -6.012491914300058),
+                                    ("<day-of-month> (ordinal)April", -6.012491914300058),
                                     ("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-                                     -5.605802066295998),
+                                     -5.607026806191893),
                                     ("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-                                     -5.318119993844216),
-                                    ("Sundayfrom|since|after <time>", -6.0112671744041615),
-                                    ("absorption of , after named dayFebruary", -5.094976442530006),
+                                     -5.319344733740112),
+                                    ("Sundayfrom|since|after <time>", -6.012491914300058),
+                                    ("absorption of , after named dayFebruary", -5.096201182425903),
                                     ("time-of-day (latent)in|during the <part-of-day>",
-                                     -5.605802066295998),
+                                     -5.607026806191893),
                                     ("July<integer> to|till|before <hour-of-day>",
-                                     -6.0112671744041615),
-                                    ("tomorrowat <time-of-day>", -6.0112671744041615),
-                                    ("daynograin", -5.605802066295998),
+                                     -6.012491914300058),
+                                    ("tomorrowat <time-of-day>", -6.012491914300058),
+                                    ("daynograin", -5.607026806191893),
                                     ("<integer> to|till|before <hour-of-day>July",
-                                     -5.605802066295998),
-                                    ("last <cycle> of <time>year (latent)", -5.605802066295998),
-                                    ("tomorrow<time-of-day> am|pm", -6.0112671744041615),
+                                     -5.607026806191893),
+                                    ("last <cycle> of <time>year (latent)", -5.607026806191893),
+                                    ("tomorrow<time-of-day> am|pm", -6.012491914300058),
                                     ("<named-month> <day-of-month> (non ordinal)year (latent)",
-                                     -5.318119993844216),
-                                    ("Diwaliyear (latent)", -5.605802066295998),
+                                     -5.319344733740112),
+                                    ("Diwaliyear (latent)", -5.607026806191893),
                                     ("<time-of-day> - <time-of-day> (interval)July",
-                                     -6.0112671744041615),
-                                    ("Fridayyear (latent)", -5.605802066295998),
-                                    ("time-of-day (latent)April", -6.0112671744041615),
-                                    ("minuteyear", -3.8140425970679424)],
+                                     -6.012491914300058),
+                                    ("Fridayyear (latent)", -5.607026806191893),
+                                    ("time-of-day (latent)April", -6.012491914300058),
+                                    ("minuteyear", -3.815267336963838)],
                                n = 270}}),
        ("one eleven",
         Classifier{okData =
@@ -1556,15 +1556,14 @@ classifiers
                                likelihoods = HashMap.fromList [], n = 0}}),
        ("year (latent)",
         Classifier{okData =
-                     ClassData{prior = -0.15006069457573323,
-                               unseen = -5.3706380281276624,
+                     ClassData{prior = -0.1494000770686605, unseen = -5.375278407684165,
                                likelihoods =
                                  HashMap.fromList
-                                   [("integer (numeric)", -2.8437935320533514e-2),
-                                    ("intersect 2 numbers", -3.979681653901961)],
-                               n = 210},
+                                   [("integer (numeric)", -2.830377616285182e-2),
+                                    ("intersect 2 numbers", -3.984343667007772)],
+                               n = 211},
                    koData =
-                     ClassData{prior = -1.9708077006770406,
+                     ClassData{prior = -1.9748976859285656,
                                unseen = -3.6635616461296463,
                                likelihoods =
                                  HashMap.fromList
@@ -2059,6 +2058,13 @@ classifiers
                    koData =
                      ClassData{prior = -infinity, unseen = -0.6931471805599453,
                                likelihoods = HashMap.fromList [], n = 0}}),
+       ("Ratha-Yatra",
+        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}}),
        ("Palm Sunday",
         Classifier{okData =
                      ClassData{prior = 0.0, unseen = -1.3862943611198906,
diff --git a/Duckling/Ranking/Classifiers/EN_PH.hs b/Duckling/Ranking/Classifiers/EN_PH.hs
index d88239d4..b136dedb 100644
--- a/Duckling/Ranking/Classifiers/EN_PH.hs
+++ b/Duckling/Ranking/Classifiers/EN_PH.hs
@@ -83,10 +83,10 @@ classifiers
                                likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
        ("integer (numeric)",
         Classifier{okData =
-                     ClassData{prior = -0.5644851369496048, unseen = -6.089044875446846,
-                               likelihoods = HashMap.fromList [("", 0.0)], n = 439},
+                     ClassData{prior = -0.5635043216751151, unseen = -6.091309882077698,
+                               likelihoods = HashMap.fromList [("", 0.0)], n = 440},
                    koData =
-                     ClassData{prior = -0.8408420600443324, unseen = -5.814130531825066,
+                     ClassData{prior = -0.8421365586069781, unseen = -5.814130531825066,
                                likelihoods = HashMap.fromList [("", 0.0)], n = 333}}),
        ("<year> (bc|ad)",
         Classifier{okData =
@@ -858,429 +858,429 @@ classifiers
                                likelihoods = HashMap.fromList [], n = 0}}),
        ("intersect",
         Classifier{okData =
-                     ClassData{prior = -0.46021562287957263,
-                               unseen = -7.0909098220799835,
+                     ClassData{prior = -0.45941864780041747,
+                               unseen = -7.093404625868766,
                                likelihoods =
                                  HashMap.fromList
-                                   [("Navaratriyear (latent)", -6.396929655216146),
-                                    ("Karva Chauthyear (latent)", -6.396929655216146),
+                                   [("Navaratriyear (latent)", -6.399426535414734),
+                                    ("Karva Chauthyear (latent)", -6.399426535414734),
                                     ("<day-of-month> (ordinal)in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Maha Shivaratriyear (latent)", -6.396929655216146),
-                                    ("Ramadanyear (latent)", -5.144166686720778),
+                                     -6.399426535414734),
+                                    ("Maha Shivaratriyear (latent)", -6.399426535414734),
+                                    ("Ramadanyear (latent)", -5.146663566919366),
                                     ("<datetime> - <datetime> (interval)on <day>",
-                                     -5.0106352940962555),
-                                    ("Bhai Doojyear (latent)", -6.396929655216146),
-                                    ("hourday", -4.382026634673881),
-                                    ("dayhour", -3.4524906760497056),
+                                     -5.013132174294843),
+                                    ("Bhai Doojyear (latent)", -6.399426535414734),
+                                    ("hourday", -4.384523514872469),
+                                    ("dayhour", -3.4549875562482932),
                                     ("<time-of-day> - <time-of-day> (interval)on <day>",
-                                     -5.0106352940962555),
-                                    ("Martin Luther King's Dayyear (latent)", -5.991464547107982),
-                                    ("Shemini Atzeretyear (latent)", -6.396929655216146),
-                                    ("daymonth", -4.382026634673881),
-                                    ("monthday", -5.991464547107982),
-                                    ("monthyear", -4.605170185988091),
-                                    ("Yom Ha'atzmautyear (latent)", -6.396929655216146),
-                                    ("Vijayadashamiyear (latent)", -6.396929655216146),
-                                    ("Thai Pongalyear (latent)", -5.703782474656201),
-                                    ("Thiru Onamyear (latent)", -5.703782474656201),
-                                    ("hhhmmabsorption of , after named day", -6.396929655216146),
-                                    ("Tuesdaythe <day-of-month> (ordinal)", -6.396929655216146),
+                                     -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),
                                     ("from <datetime> - <datetime> (interval)July",
-                                     -5.480638923341991),
-                                    ("<day-of-month> (ordinal)Wednesday", -6.396929655216146),
-                                    ("Krishna Janmashtamiyear (latent)", -5.991464547107982),
-                                    ("Guru Gobind Singh Jayantiyear (latent)", -6.396929655216146),
-                                    ("houryear", -5.480638923341991),
+                                     -5.483135803540579),
+                                    ("<day-of-month> (ordinal)Wednesday", -6.399426535414734),
+                                    ("Krishna Janmashtamiyear (latent)", -5.993961427306569),
+                                    ("Guru Gobind Singh Jayantiyear (latent)", -6.399426535414734),
+                                    ("houryear", -5.483135803540579),
                                     ("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-                                     -6.396929655216146),
-                                    ("Christmas<time-of-day> am|pm", -6.396929655216146),
+                                     -6.399426535414734),
+                                    ("Christmas<time-of-day> am|pm", -6.399426535414734),
                                     ("last <day-of-week> of <time>year (latent)",
-                                     -6.396929655216146),
+                                     -6.399426535414734),
                                     ("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.703782474656201),
-                                    ("intersectin|during <named-month>|year", -6.396929655216146),
-                                    ("<time-of-day> am|pmintersect", -5.144166686720778),
-                                    ("Earth Houryear (latent)", -6.396929655216146),
-                                    ("Octoberyear (latent)", -4.892852258439873),
-                                    ("intersect<time-of-day> am|pm", -6.396929655216146),
-                                    ("Mattu Pongalyear (latent)", -6.396929655216146),
-                                    ("Shavuotyear (latent)", -6.396929655216146),
-                                    ("Parsi New Yearyear (latent)", -5.480638923341991),
+                                     -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),
                                     ("at <time-of-day>in|within|after <duration>",
-                                     -6.396929655216146),
-                                    ("Thursdayhh(:mm) - <time-of-day> am|pm", -6.396929655216146),
-                                    ("todayin|within|after <duration>", -6.396929655216146),
+                                     -6.399426535414734),
+                                    ("Thursdayhh(:mm) - <time-of-day> am|pm", -6.399426535414734),
+                                    ("todayin|within|after <duration>", -6.399426535414734),
                                     ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-                                     -5.991464547107982),
-                                    ("Marchyear (latent)", -6.396929655216146),
+                                     -5.993961427306569),
+                                    ("Marchyear (latent)", -6.399426535414734),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"hhhmm",
-                                     -5.991464547107982),
-                                    ("Sukkotyear (latent)", -5.991464547107982),
-                                    ("hhhmmintersect", -5.991464547107982),
+                                     -5.993961427306569),
+                                    ("Sukkotyear (latent)", -5.993961427306569),
+                                    ("hhhmmintersect", -5.993961427306569),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-                                     -5.991464547107982),
-                                    ("Clean Mondayyear (latent)", -5.991464547107982),
-                                    ("monthhour", -5.991464547107982),
+                                     -5.993961427306569),
+                                    ("Clean Mondayyear (latent)", -5.993961427306569),
+                                    ("monthhour", -5.993961427306569),
                                     ("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.703782474656201),
-                                    ("todayat <time-of-day>", -6.396929655216146),
-                                    ("Thursday<time> timezone", -3.9990343824177756),
-                                    ("time-of-day (latent)tonight", -5.991464547107982),
-                                    ("from|since|after <time>December", -6.396929655216146),
-                                    ("<time-of-day> am|pmon <day>", -4.382026634673881),
+                                     -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),
                                     ("this <time>hh(:mm) - <time-of-day> am|pm",
-                                     -6.396929655216146),
-                                    ("yyyy-mm-ddhh:mm:ss", -5.991464547107982),
-                                    ("dayday", -3.6888794541139363),
-                                    ("<time> <part-of-day>at <time-of-day>", -6.396929655216146),
-                                    ("tonightat <time-of-day>", -6.396929655216146),
+                                     -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),
                                     ("<time-of-day> am|pmabsorption of , after named day",
-                                     -5.703782474656201),
+                                     -5.7062793548547885),
                                     ("Dayananda Saraswati Jayantiyear (latent)",
-                                     -6.396929655216146),
-                                    ("today<time-of-day> am|pm", -6.396929655216146),
-                                    ("Februarythe <day-of-month> (ordinal)", -5.991464547107982),
-                                    ("at <time-of-day><time> <part-of-day>", -6.396929655216146),
-                                    ("<day-of-month> (ordinal)intersect", -5.991464547107982),
-                                    ("hourhour", -4.31748811353631),
-                                    ("Mahavir Jayantiyear (latent)", -5.991464547107982),
-                                    ("Navaratriin|during <named-month>|year", -6.396929655216146),
-                                    ("Wednesdaythis|last|next <cycle>", -6.396929655216146),
-                                    ("Lentyear (latent)", -6.396929655216146),
+                                     -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),
                                     ("intersect<named-month> <day-of-month> (non ordinal)",
-                                     -4.5251274783145545),
-                                    ("Boghiyear (latent)", -6.396929655216146),
-                                    ("dayyear", -1.8805906829346708),
+                                     -4.527624358513142),
+                                    ("Boghiyear (latent)", -6.399426535414734),
+                                    ("dayyear", -1.8776379583656932),
                                     ("Karva Chauthin|during <named-month>|year",
-                                     -6.396929655216146),
-                                    ("Thursdayfrom|since|after <time>", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("Thursdayfrom|since|after <time>", -5.993961427306569),
                                     ("<time-of-day> o'clockin|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Thursdayat <time-of-day>", -5.703782474656201),
-                                    ("Islamic New Yearyear (latent)", -5.991464547107982),
-                                    ("Laylat al-Qadryear (latent)", -5.480638923341991),
-                                    ("Shrove Tuesdayyear (latent)", -6.396929655216146),
+                                     -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),
                                     ("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-                                     -5.703782474656201),
-                                    ("<time-of-day> am|pmtomorrow", -5.703782474656201),
-                                    ("Yom Kippuryear (latent)", -6.396929655216146),
-                                    ("<day-of-month> (ordinal)Tuesday", -5.991464547107982),
-                                    ("<part-of-day> of <time>year (latent)", -6.396929655216146),
-                                    ("minutehour", -5.144166686720778),
-                                    ("Kaanum Pongalyear (latent)", -5.991464547107982),
-                                    ("Maha Saptamiyear (latent)", -6.396929655216146),
+                                     -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),
                                     ("at <time-of-day>in|during the <part-of-day>",
-                                     -5.991464547107982),
-                                    ("time-of-day (latent)tomorrow", -5.480638923341991),
-                                    ("part of daysat <time-of-day>", -5.991464547107982),
+                                     -5.993961427306569),
+                                    ("time-of-day (latent)tomorrow", -5.483135803540579),
+                                    ("part of daysat <time-of-day>", -5.993961427306569),
                                     ("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-                                     -4.382026634673881),
-                                    ("for <duration> from <time>December", -6.396929655216146),
-                                    ("tomorrow<time-of-day> sharp|exactly", -6.396929655216146),
+                                     -4.384523514872469),
+                                    ("for <duration> from <time>December", -6.399426535414734),
+                                    ("tomorrow<time-of-day> sharp|exactly", -6.399426535414734),
                                     ("Thursdayfrom <datetime> - <datetime> (interval)",
-                                     -5.144166686720778),
+                                     -5.146663566919366),
                                     ("intersect by \",\", \"of\", \"from\" for yearhhhmm",
-                                     -5.144166686720778),
-                                    ("time-of-day (latent)this <part-of-day>", -6.396929655216146),
-                                    ("Pentecostyear (latent)", -6.396929655216146),
+                                     -5.146663566919366),
+                                    ("time-of-day (latent)this <part-of-day>", -6.399426535414734),
+                                    ("Pentecostyear (latent)", -6.399426535414734),
                                     ("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-                                     -5.144166686720778),
-                                    ("<day-of-month> (ordinal)February", -6.396929655216146),
-                                    ("Eid al-Fitryear (latent)", -5.0106352940962555),
+                                     -5.146663566919366),
+                                    ("<day-of-month> (ordinal)February", -6.399426535414734),
+                                    ("Eid al-Fitryear (latent)", -5.013132174294843),
                                     ("Vasant Panchamiin|during <named-month>|year",
-                                     -6.396929655216146),
-                                    ("Mondayin|during the <part-of-day>", -6.396929655216146),
-                                    ("Chhathin|during <named-month>|year", -6.396929655216146),
-                                    ("Diwaliin|during <named-month>|year", -6.396929655216146),
-                                    ("Vaisakhiin|during <named-month>|year", -6.396929655216146),
-                                    ("Guru Ravidass Jayantiyear (latent)", -5.144166686720778),
-                                    ("Raksha Bandhanyear (latent)", -6.396929655216146),
-                                    ("daysecond", -5.991464547107982),
+                                     -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),
                                     ("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-                                     -5.991464547107982),
-                                    ("Ashurayear (latent)", -6.396929655216146),
-                                    ("Tuesdayin|during <named-month>|year", -6.396929655216146),
-                                    ("Chinese New Yearyear (latent)", -6.396929655216146),
-                                    ("tomorrowintersect", -6.396929655216146),
-                                    ("Lag BaOmeryear (latent)", -6.396929655216146),
+                                     -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),
                                     ("last weekend of <named-month>year (latent)",
-                                     -6.396929655216146),
-                                    ("Eid al-Adhayear (latent)", -4.2568634917198755),
-                                    ("intersectin|during the <part-of-day>", -6.396929655216146),
-                                    ("Palm Sundayyear (latent)", -6.396929655216146),
-                                    ("Christmasat <time-of-day>", -6.396929655216146),
-                                    ("Passoveryear (latent)", -6.396929655216146),
-                                    ("Lazarus Saturdayyear (latent)", -6.396929655216146),
+                                     -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),
                                     ("<day-of-month> (ordinal or number) <named-month>year (latent)",
-                                     -6.396929655216146),
-                                    ("hhhmmon <day>", -5.480638923341991),
-                                    ("Yom HaShoahyear (latent)", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("hhhmmon <day>", -5.483135803540579),
+                                    ("Yom HaShoahyear (latent)", -5.993961427306569),
                                     ("Thursday<datetime> - <datetime> (interval)",
-                                     -5.991464547107982),
+                                     -5.993961427306569),
                                     ("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Septemberyear (latent)", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("Septemberyear (latent)", -5.993961427306569),
                                     ("Thursday<time-of-day> - <time-of-day> (interval)",
-                                     -4.892852258439873),
-                                    ("Halloweenyear (latent)", -6.396929655216146),
+                                     -4.895349138638459),
+                                    ("Halloweenyear (latent)", -6.399426535414734),
                                     ("<ordinal> last <cycle> of <time>year (latent)",
-                                     -5.991464547107982),
+                                     -5.993961427306569),
                                     ("from <time-of-day> - <time-of-day> (interval)on <day>",
-                                     -5.703782474656201),
+                                     -5.7062793548547885),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
-                                     -6.396929655216146),
-                                    ("at <time-of-day>intersect", -5.480638923341991),
-                                    ("Rosh Hashanahyear (latent)", -5.703782474656201),
-                                    ("Dhanterasyear (latent)", -6.396929655216146),
-                                    ("Tu BiShvatyear (latent)", -6.396929655216146),
-                                    ("<day-of-month> (ordinal)December", -5.703782474656201),
-                                    ("Holiyear (latent)", -5.703782474656201),
+                                     -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),
                                     ("<time-of-day> - <time-of-day> (interval)tomorrow",
-                                     -6.396929655216146),
-                                    ("Holika Dahanyear (latent)", -5.703782474656201),
+                                     -6.399426535414734),
+                                    ("Holika Dahanyear (latent)", -5.7062793548547885),
                                     ("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.991464547107982),
-                                    ("dayminute", -3.082743650543621),
-                                    ("Mawlidyear (latent)", -6.396929655216146),
+                                     -5.993961427306569),
+                                    ("dayminute", -3.0852405307422077),
+                                    ("Mawlidyear (latent)", -6.399426535414734),
                                     ("from <datetime> - <datetime> (interval)on <day>",
-                                     -5.991464547107982),
+                                     -5.993961427306569),
                                     ("<datetime> - <datetime> (interval)tomorrow",
-                                     -6.396929655216146),
-                                    ("Jumu'atul-Widayear (latent)", -5.480638923341991),
-                                    ("minuteday", -2.659260036932778),
+                                     -6.399426535414734),
+                                    ("Jumu'atul-Widayear (latent)", -5.483135803540579),
+                                    ("minuteday", -2.6617569171313655),
                                     ("absorption of , after named dayintersect",
-                                     -5.703782474656201),
-                                    ("intersectyear (latent)", -6.396929655216146),
-                                    ("Orthodox Easter Sundayyear (latent)", -6.396929655216146),
+                                     -5.7062793548547885),
+                                    ("intersectyear (latent)", -6.399426535414734),
+                                    ("Orthodox Easter Sundayyear (latent)", -6.399426535414734),
                                     ("time-of-day (latent)in|within|after <duration>",
-                                     -6.396929655216146),
+                                     -6.399426535414734),
                                     ("<ordinal> <cycle> of <time>year (latent)",
-                                     -6.396929655216146),
-                                    ("intersecthhhmm", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("intersecthhhmm", -5.993961427306569),
                                     ("the <day-of-month> (ordinal)in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Boss's Dayyear (latent)", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("Boss's Dayyear (latent)", -5.993961427306569),
                                     ("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -6.396929655216146),
-                                    ("Global Youth Service Dayyear (latent)", -6.396929655216146),
-                                    ("Dhanterasin|during <named-month>|year", -6.396929655216146),
-                                    ("Tisha B'Avyear (latent)", -6.396929655216146),
-                                    ("Isra and Mi'rajyear (latent)", -5.480638923341991),
-                                    ("at <time-of-day>on <day>", -4.787491742782046),
+                                     -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),
                                     ("at <time-of-day>absorption of , after named day",
-                                     -5.991464547107982),
+                                     -5.993961427306569),
                                     ("time-of-day (latent)<time> <part-of-day>",
-                                     -5.703782474656201),
-                                    ("Christmasyear (latent)", -5.991464547107982),
-                                    ("Naraka Chaturdashiyear (latent)", -5.991464547107982),
-                                    ("Thai Pongalin|during <named-month>|year", -6.396929655216146),
-                                    ("dayweek", -6.396929655216146),
-                                    ("Easter Sundayyear (latent)", -5.703782474656201),
+                                     -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),
                                     ("between <time-of-day> and <time-of-day> (interval)on <day>",
-                                     -5.991464547107982),
-                                    ("weekyear", -5.298317366548036),
-                                    ("King's Dayyear (latent)", -4.892852258439873),
-                                    ("hh:mmin|during the <part-of-day>", -5.480638923341991),
+                                     -5.993961427306569),
+                                    ("weekyear", -5.300814246746624),
+                                    ("King's Dayyear (latent)", -4.895349138638459),
+                                    ("hh:mmin|during the <part-of-day>", -5.483135803540579),
                                     ("<cycle> after|before <time><time-of-day> am|pm",
-                                     -5.991464547107982),
-                                    ("Hanukkahyear (latent)", -5.703782474656201),
-                                    ("February<time> <part-of-day>", -6.396929655216146),
+                                     -5.993961427306569),
+                                    ("Hanukkahyear (latent)", -5.7062793548547885),
+                                    ("February<time> <part-of-day>", -6.399426535414734),
                                     ("time-of-day (latent)in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Great Lentyear (latent)", -6.396929655216146),
-                                    ("tomorrowat <time-of-day>", -5.703782474656201),
+                                     -6.399426535414734),
+                                    ("Great Lentyear (latent)", -6.399426535414734),
+                                    ("tomorrowat <time-of-day>", -5.7062793548547885),
                                     ("hhmm (latent)in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Ugadiyear (latent)", -5.0106352940962555),
-                                    ("Vaisakhiyear (latent)", -5.703782474656201),
+                                     -6.399426535414734),
+                                    ("Ugadiyear (latent)", -5.013132174294843),
+                                    ("Vaisakhiyear (latent)", -5.7062793548547885),
                                     ("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-                                     -5.703782474656201),
-                                    ("last <cycle> of <time>year (latent)", -5.703782474656201),
-                                    ("at <time-of-day>tomorrow", -5.991464547107982),
-                                    ("tomorrow<time-of-day> am|pm", -6.396929655216146),
+                                     -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),
                                     ("<named-month> <day-of-month> (non ordinal)year (latent)",
-                                     -6.396929655216146),
-                                    ("Diwaliyear (latent)", -6.396929655216146),
-                                    ("between <time> and <time>on <day>", -5.991464547107982),
-                                    ("Black Fridayyear (latent)", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("Diwaliyear (latent)", -6.399426535414734),
+                                    ("between <time> and <time>on <day>", -5.993961427306569),
+                                    ("Black Fridayyear (latent)", -5.993961427306569),
                                     ("the <ordinal> last <cycle> of <time>year (latent)",
-                                     -6.396929655216146),
+                                     -6.399426535414734),
                                     ("in|during the <part-of-day>at <time-of-day>",
-                                     -6.396929655216146),
-                                    ("Chhathyear (latent)", -5.991464547107982),
-                                    ("Vasant Panchamiyear (latent)", -6.396929655216146),
-                                    ("Rabindra Jayantiyear (latent)", -5.144166686720778),
-                                    ("St Patrick's Dayyear (latent)", -6.396929655216146),
-                                    ("Thursday<time> (timezone)", -6.396929655216146),
+                                     -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),
                                     ("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Pargat Diwasyear (latent)", -5.144166686720778),
-                                    ("<datetime> - <datetime> (interval)July", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("Pargat Diwasyear (latent)", -5.146663566919366),
+                                    ("<datetime> - <datetime> (interval)July", -5.993961427306569),
                                     ("on <day><named-month> <day-of-month> (non ordinal)",
-                                     -5.703782474656201),
-                                    ("Februaryintersect", -6.396929655216146),
-                                    ("Simchat Torahyear (latent)", -6.396929655216146),
-                                    ("minuteyear", -6.396929655216146)],
-                               n = 462},
+                                     -5.7062793548547885),
+                                    ("Februaryintersect", -6.399426535414734),
+                                    ("Simchat Torahyear (latent)", -6.399426535414734),
+                                    ("minuteyear", -6.399426535414734)],
+                               n = 463},
                    koData =
-                     ClassData{prior = -0.9973585549629368, unseen = -6.705639094860003,
+                     ClassData{prior = -0.9987237428882767, unseen = -6.706862336602747,
                                likelihoods =
                                  HashMap.fromList
-                                   [("Thursdayhhhmm", -4.507189777627888),
-                                    ("hourday", -3.6133719016057912),
+                                   [("Thursdayhhhmm", -4.508414517523783),
+                                    ("hourday", -3.614596641501687),
                                     ("<hour-of-day> <integer><time-of-day> am|pm",
-                                     -6.0112671744041615),
-                                    ("<day-of-month> (ordinal)August", -6.0112671744041615),
-                                    ("dayhour", -3.446317816942625),
-                                    ("<time> timezoneyear (latent)", -5.318119993844216),
+                                     -6.012491914300058),
+                                    ("<day-of-month> (ordinal)August", -6.012491914300058),
+                                    ("dayhour", -3.447542556838521),
+                                    ("<time> timezoneyear (latent)", -5.319344733740112),
                                     ("<time-of-day> - <time-of-day> (interval)on <day>",
-                                     -5.094976442530006),
-                                    ("Tuesdayfrom|since|after <time>", -5.318119993844216),
-                                    ("daymonth", -3.337118524977633),
-                                    ("monthyear", -4.758504205908793),
-                                    ("<time-of-day> am|pmyear (latent)", -5.318119993844216),
-                                    ("Thai Pongalyear (latent)", -5.318119993844216),
-                                    ("intersecthh:mm", -6.0112671744041615),
+                                     -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),
                                     ("from <datetime> - <datetime> (interval)July",
-                                     -5.605802066295998),
-                                    ("<day-of-month> (ordinal)Wednesday", -6.0112671744041615),
-                                    ("houryear", -4.624972813284271),
+                                     -5.607026806191893),
+                                    ("<day-of-month> (ordinal)Wednesday", -6.012491914300058),
+                                    ("houryear", -4.626197553180167),
                                     ("from <time-of-day> - <time-of-day> (interval)July",
-                                     -6.0112671744041615),
-                                    ("<day-of-month> (ordinal)October", -6.0112671744041615),
+                                     -6.012491914300058),
+                                    ("<day-of-month> (ordinal)October", -6.012491914300058),
                                     ("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.318119993844216),
-                                    ("hournograin", -4.758504205908793),
-                                    ("<time-of-day> am|pmintersect", -4.758504205908793),
-                                    ("Octoberyear (latent)", -6.0112671744041615),
+                                     -5.319344733740112),
+                                    ("hournograin", -4.75972894580469),
+                                    ("<time-of-day> am|pmintersect", -4.75972894580469),
+                                    ("Octoberyear (latent)", -6.012491914300058),
                                     ("time-of-day (latent)intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.605802066295998),
-                                    ("until <time>on <day>", -5.318119993844216),
-                                    ("time-of-day (latent)intersect", -5.318119993844216),
-                                    ("todayin <number> (implicit minutes)", -6.0112671744041615),
+                                     -5.607026806191893),
+                                    ("until <time>on <day>", -5.319344733740112),
+                                    ("time-of-day (latent)intersect", -5.319344733740112),
+                                    ("todayin <number> (implicit minutes)", -6.012491914300058),
                                     ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-                                     -5.318119993844216),
+                                     -5.319344733740112),
                                     ("about|exactly <time-of-day>year (latent)",
-                                     -6.0112671744041615),
-                                    ("hh:mmon <day>", -4.758504205908793),
-                                    ("hhhmmintersect", -5.605802066295998),
-                                    ("absorption of , after named dayJuly", -5.094976442530006),
-                                    ("from|since|after <time>July", -5.605802066295998),
+                                     -6.012491914300058),
+                                    ("hh:mmon <day>", -4.75972894580469),
+                                    ("hhhmmintersect", -5.607026806191893),
+                                    ("absorption of , after named dayJuly", -5.096201182425903),
+                                    ("from|since|after <time>July", -5.607026806191893),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-                                     -5.094976442530006),
-                                    ("Clean Mondayyear (latent)", -6.0112671744041615),
-                                    ("monthhour", -6.0112671744041615),
+                                     -5.096201182425903),
+                                    ("Clean Mondayyear (latent)", -6.012491914300058),
+                                    ("monthhour", -6.012491914300058),
                                     ("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.605802066295998),
-                                    ("hourmonth", -4.139464997502571),
-                                    ("todayat <time-of-day>", -6.0112671744041615),
-                                    ("hhhmmyear (latent)", -4.758504205908793),
-                                    ("from|since|after <time>December", -6.0112671744041615),
+                                     -5.607026806191893),
+                                    ("hourmonth", -4.140689737398466),
+                                    ("todayat <time-of-day>", -6.012491914300058),
+                                    ("hhhmmyear (latent)", -4.75972894580469),
+                                    ("from|since|after <time>December", -6.012491914300058),
                                     ("from|since|after <time><time-of-day> am|pm",
-                                     -6.0112671744041615),
-                                    ("<time-of-day> am|pmon <day>", -4.758504205908793),
-                                    ("Mondayyear (latent)", -5.318119993844216),
-                                    ("dayday", -4.624972813284271),
-                                    ("on <day>September", -5.318119993844216),
-                                    ("time-of-day (latent)September", -5.605802066295998),
-                                    ("hourhour", -5.605802066295998),
-                                    ("time-of-day (latent)on <day>", -4.507189777627888),
+                                     -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),
                                     ("time-of-day (latent)<cycle> after|before <time>",
-                                     -5.605802066295998),
-                                    ("dayyear", -3.0934964423198825),
-                                    ("Thursdaymm/dd", -6.0112671744041615),
-                                    ("New Year's Dayyear (latent)", -5.094976442530006),
-                                    ("time-of-day (latent)Sunday", -5.605802066295998),
-                                    ("Thursdayfrom|since|after <time>", -4.306519082165736),
-                                    ("Thursdayat <time-of-day>", -4.401829261970061),
+                                     -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),
                                     ("<integer> to|till|before <hour-of-day>September",
-                                     -6.0112671744041615),
-                                    ("Aprilyear (latent)", -6.0112671744041615),
-                                    ("the <day-of-month> (ordinal)July", -6.0112671744041615),
-                                    ("the <day-of-month> (number)July", -6.0112671744041615),
-                                    ("monthminute", -6.0112671744041615),
-                                    ("<time-of-day> am|pmtomorrow", -6.0112671744041615),
-                                    ("Thursdayhh:mm", -5.094976442530006),
-                                    ("<day-of-month> (ordinal)Tuesday", -5.605802066295998),
-                                    ("minutemonth", -3.871201010907891),
-                                    ("time-of-day (latent)Friday", -5.605802066295998),
-                                    ("minutehour", -6.0112671744041615),
-                                    ("Augustyear (latent)", -5.605802066295998),
-                                    ("week-endin|during <named-month>|year", -6.0112671744041615),
-                                    ("time-of-day (latent)Tuesday", -5.605802066295998),
+                                     -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),
                                     ("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-                                     -6.0112671744041615),
-                                    ("Sundayyear (latent)", -5.094976442530006),
-                                    ("Christmasat <time-of-day>", -6.0112671744041615),
-                                    ("from|since|after <time>year (latent)", -4.912654885736052),
-                                    ("hhhmmon <day>", -5.094976442530006),
-                                    ("yesterday<time-of-day> am|pm", -6.0112671744041615),
-                                    ("<day-of-month> (ordinal)July", -5.318119993844216),
+                                     -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),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-                                     -6.0112671744041615),
+                                     -6.012491914300058),
                                     ("Thursday<time-of-day> - <time-of-day> (interval)",
-                                     -6.0112671744041615),
+                                     -6.012491914300058),
                                     ("in|during <named-month>|yearyear (latent)",
-                                     -6.0112671744041615),
-                                    ("at <time-of-day>intersect", -5.094976442530006),
-                                    ("hh:mmyear (latent)", -4.624972813284271),
-                                    ("Holiyear (latent)", -6.0112671744041615),
-                                    ("until <time><time-of-day> am|pm", -6.0112671744041615),
+                                     -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),
                                     ("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.605802066295998),
-                                    ("dayminute", -3.1780538303479458),
-                                    ("yyyy-mm-ddhh:mm", -5.605802066295998),
-                                    ("intersectfrom|since|after <time>", -5.605802066295998),
-                                    ("intersectSeptember", -4.139464997502571),
-                                    ("minuteday", -2.8542667532540484),
+                                     -5.607026806191893),
+                                    ("dayminute", -3.1792785702438415),
+                                    ("yyyy-mm-ddhh:mm", -5.607026806191893),
+                                    ("intersectfrom|since|after <time>", -5.607026806191893),
+                                    ("intersectSeptember", -4.140689737398466),
+                                    ("minuteday", -2.855491493149944),
                                     ("absorption of , after named dayintersect",
-                                     -6.0112671744041615),
-                                    ("intersectyear (latent)", -6.0112671744041615),
-                                    ("Februaryin|during the <part-of-day>", -6.0112671744041615),
+                                     -6.012491914300058),
+                                    ("intersectyear (latent)", -6.012491914300058),
+                                    ("Februaryin|during the <part-of-day>", -6.012491914300058),
                                     ("<duration> after|before|from|past <time>December",
-                                     -6.0112671744041615),
-                                    ("time-of-day (latent)July", -5.318119993844216),
-                                    ("Saturdayyear (latent)", -6.0112671744041615),
+                                     -6.012491914300058),
+                                    ("time-of-day (latent)July", -5.319344733740112),
+                                    ("Saturdayyear (latent)", -6.012491914300058),
                                     ("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -6.0112671744041615),
-                                    ("at <time-of-day>on <day>", -5.094976442530006),
-                                    ("absorption of , after named daySeptember",
-                                     -4.758504205908793),
-                                    ("Naraka Chaturdashiyear (latent)", -6.0112671744041615),
-                                    ("from|since|after <time>on <day>", -5.094976442530006),
-                                    ("dayweek", -6.0112671744041615),
-                                    ("Easter Sundayyear (latent)", -5.605802066295998),
-                                    ("Thursday<time-of-day> am|pm", -4.758504205908793),
-                                    ("weekyear", -5.605802066295998),
-                                    ("time-of-day (latent)Thursday", -5.605802066295998),
+                                     -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),
                                     ("<named-month> <day-of-month> (non ordinal)until <time>",
-                                     -6.0112671744041615),
-                                    ("<day-of-month> (ordinal)April", -6.0112671744041615),
+                                     -6.012491914300058),
+                                    ("<day-of-month> (ordinal)April", -6.012491914300058),
                                     ("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-                                     -5.605802066295998),
+                                     -5.607026806191893),
                                     ("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-                                     -5.318119993844216),
-                                    ("Sundayfrom|since|after <time>", -6.0112671744041615),
-                                    ("absorption of , after named dayFebruary", -5.094976442530006),
+                                     -5.319344733740112),
+                                    ("Sundayfrom|since|after <time>", -6.012491914300058),
+                                    ("absorption of , after named dayFebruary", -5.096201182425903),
                                     ("time-of-day (latent)in|during the <part-of-day>",
-                                     -5.605802066295998),
+                                     -5.607026806191893),
                                     ("July<integer> to|till|before <hour-of-day>",
-                                     -6.0112671744041615),
-                                    ("tomorrowat <time-of-day>", -6.0112671744041615),
-                                    ("daynograin", -5.605802066295998),
+                                     -6.012491914300058),
+                                    ("tomorrowat <time-of-day>", -6.012491914300058),
+                                    ("daynograin", -5.607026806191893),
                                     ("<integer> to|till|before <hour-of-day>July",
-                                     -5.605802066295998),
-                                    ("last <cycle> of <time>year (latent)", -5.605802066295998),
-                                    ("tomorrow<time-of-day> am|pm", -6.0112671744041615),
+                                     -5.607026806191893),
+                                    ("last <cycle> of <time>year (latent)", -5.607026806191893),
+                                    ("tomorrow<time-of-day> am|pm", -6.012491914300058),
                                     ("<named-month> <day-of-month> (non ordinal)year (latent)",
-                                     -5.318119993844216),
-                                    ("Diwaliyear (latent)", -5.605802066295998),
+                                     -5.319344733740112),
+                                    ("Diwaliyear (latent)", -5.607026806191893),
                                     ("<time-of-day> - <time-of-day> (interval)July",
-                                     -6.0112671744041615),
-                                    ("Fridayyear (latent)", -5.605802066295998),
-                                    ("time-of-day (latent)April", -6.0112671744041615),
-                                    ("minuteyear", -3.8140425970679424)],
+                                     -6.012491914300058),
+                                    ("Fridayyear (latent)", -5.607026806191893),
+                                    ("time-of-day (latent)April", -6.012491914300058),
+                                    ("minuteyear", -3.815267336963838)],
                                n = 270}}),
        ("one eleven",
         Classifier{okData =
@@ -1556,15 +1556,14 @@ classifiers
                                likelihoods = HashMap.fromList [], n = 0}}),
        ("year (latent)",
         Classifier{okData =
-                     ClassData{prior = -0.15006069457573323,
-                               unseen = -5.3706380281276624,
+                     ClassData{prior = -0.1494000770686605, unseen = -5.375278407684165,
                                likelihoods =
                                  HashMap.fromList
-                                   [("integer (numeric)", -2.8437935320533514e-2),
-                                    ("intersect 2 numbers", -3.979681653901961)],
-                               n = 210},
+                                   [("integer (numeric)", -2.830377616285182e-2),
+                                    ("intersect 2 numbers", -3.984343667007772)],
+                               n = 211},
                    koData =
-                     ClassData{prior = -1.9708077006770406,
+                     ClassData{prior = -1.9748976859285656,
                                unseen = -3.6635616461296463,
                                likelihoods =
                                  HashMap.fromList
@@ -2059,6 +2058,13 @@ classifiers
                    koData =
                      ClassData{prior = -infinity, unseen = -0.6931471805599453,
                                likelihoods = HashMap.fromList [], n = 0}}),
+       ("Ratha-Yatra",
+        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}}),
        ("Palm Sunday",
         Classifier{okData =
                      ClassData{prior = 0.0, unseen = -1.3862943611198906,
diff --git a/Duckling/Ranking/Classifiers/EN_TT.hs b/Duckling/Ranking/Classifiers/EN_TT.hs
index 332d74e6..b8b24796 100644
--- a/Duckling/Ranking/Classifiers/EN_TT.hs
+++ b/Duckling/Ranking/Classifiers/EN_TT.hs
@@ -83,10 +83,10 @@ classifiers
                                likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
        ("integer (numeric)",
         Classifier{okData =
-                     ClassData{prior = -0.5644851369496048, unseen = -6.089044875446846,
-                               likelihoods = HashMap.fromList [("", 0.0)], n = 439},
+                     ClassData{prior = -0.5635043216751151, unseen = -6.091309882077698,
+                               likelihoods = HashMap.fromList [("", 0.0)], n = 440},
                    koData =
-                     ClassData{prior = -0.8408420600443324, unseen = -5.814130531825066,
+                     ClassData{prior = -0.8421365586069781, unseen = -5.814130531825066,
                                likelihoods = HashMap.fromList [("", 0.0)], n = 333}}),
        ("<year> (bc|ad)",
         Classifier{okData =
@@ -858,429 +858,429 @@ classifiers
                                likelihoods = HashMap.fromList [], n = 0}}),
        ("intersect",
         Classifier{okData =
-                     ClassData{prior = -0.46021562287957263,
-                               unseen = -7.0909098220799835,
+                     ClassData{prior = -0.45941864780041747,
+                               unseen = -7.093404625868766,
                                likelihoods =
                                  HashMap.fromList
-                                   [("Navaratriyear (latent)", -6.396929655216146),
-                                    ("Karva Chauthyear (latent)", -6.396929655216146),
+                                   [("Navaratriyear (latent)", -6.399426535414734),
+                                    ("Karva Chauthyear (latent)", -6.399426535414734),
                                     ("<day-of-month> (ordinal)in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Maha Shivaratriyear (latent)", -6.396929655216146),
-                                    ("Ramadanyear (latent)", -5.144166686720778),
+                                     -6.399426535414734),
+                                    ("Maha Shivaratriyear (latent)", -6.399426535414734),
+                                    ("Ramadanyear (latent)", -5.146663566919366),
                                     ("<datetime> - <datetime> (interval)on <day>",
-                                     -5.0106352940962555),
-                                    ("Bhai Doojyear (latent)", -6.396929655216146),
-                                    ("hourday", -4.382026634673881),
-                                    ("dayhour", -3.4524906760497056),
+                                     -5.013132174294843),
+                                    ("Bhai Doojyear (latent)", -6.399426535414734),
+                                    ("hourday", -4.384523514872469),
+                                    ("dayhour", -3.4549875562482932),
                                     ("<time-of-day> - <time-of-day> (interval)on <day>",
-                                     -5.0106352940962555),
-                                    ("Martin Luther King's Dayyear (latent)", -5.991464547107982),
-                                    ("Shemini Atzeretyear (latent)", -6.396929655216146),
-                                    ("daymonth", -4.382026634673881),
-                                    ("monthday", -5.991464547107982),
-                                    ("monthyear", -4.605170185988091),
-                                    ("Yom Ha'atzmautyear (latent)", -6.396929655216146),
-                                    ("Vijayadashamiyear (latent)", -6.396929655216146),
-                                    ("Thai Pongalyear (latent)", -5.703782474656201),
-                                    ("Thiru Onamyear (latent)", -5.703782474656201),
-                                    ("hhhmmabsorption of , after named day", -6.396929655216146),
-                                    ("Tuesdaythe <day-of-month> (ordinal)", -6.396929655216146),
+                                     -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),
                                     ("from <datetime> - <datetime> (interval)July",
-                                     -5.480638923341991),
-                                    ("<day-of-month> (ordinal)Wednesday", -6.396929655216146),
-                                    ("Krishna Janmashtamiyear (latent)", -5.991464547107982),
-                                    ("Guru Gobind Singh Jayantiyear (latent)", -6.396929655216146),
-                                    ("houryear", -5.480638923341991),
+                                     -5.483135803540579),
+                                    ("<day-of-month> (ordinal)Wednesday", -6.399426535414734),
+                                    ("Krishna Janmashtamiyear (latent)", -5.993961427306569),
+                                    ("Guru Gobind Singh Jayantiyear (latent)", -6.399426535414734),
+                                    ("houryear", -5.483135803540579),
                                     ("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-                                     -6.396929655216146),
-                                    ("Christmas<time-of-day> am|pm", -6.396929655216146),
+                                     -6.399426535414734),
+                                    ("Christmas<time-of-day> am|pm", -6.399426535414734),
                                     ("last <day-of-week> of <time>year (latent)",
-                                     -6.396929655216146),
+                                     -6.399426535414734),
                                     ("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.703782474656201),
-                                    ("intersectin|during <named-month>|year", -6.396929655216146),
-                                    ("<time-of-day> am|pmintersect", -5.144166686720778),
-                                    ("Earth Houryear (latent)", -6.396929655216146),
-                                    ("Octoberyear (latent)", -4.892852258439873),
-                                    ("intersect<time-of-day> am|pm", -6.396929655216146),
-                                    ("Mattu Pongalyear (latent)", -6.396929655216146),
-                                    ("Shavuotyear (latent)", -6.396929655216146),
-                                    ("Parsi New Yearyear (latent)", -5.480638923341991),
+                                     -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),
                                     ("at <time-of-day>in|within|after <duration>",
-                                     -6.396929655216146),
-                                    ("Thursdayhh(:mm) - <time-of-day> am|pm", -6.396929655216146),
-                                    ("todayin|within|after <duration>", -6.396929655216146),
+                                     -6.399426535414734),
+                                    ("Thursdayhh(:mm) - <time-of-day> am|pm", -6.399426535414734),
+                                    ("todayin|within|after <duration>", -6.399426535414734),
                                     ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-                                     -5.991464547107982),
-                                    ("Marchyear (latent)", -6.396929655216146),
+                                     -5.993961427306569),
+                                    ("Marchyear (latent)", -6.399426535414734),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"hhhmm",
-                                     -5.991464547107982),
-                                    ("Sukkotyear (latent)", -5.991464547107982),
-                                    ("hhhmmintersect", -5.991464547107982),
+                                     -5.993961427306569),
+                                    ("Sukkotyear (latent)", -5.993961427306569),
+                                    ("hhhmmintersect", -5.993961427306569),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-                                     -5.991464547107982),
-                                    ("Clean Mondayyear (latent)", -5.991464547107982),
-                                    ("monthhour", -5.991464547107982),
+                                     -5.993961427306569),
+                                    ("Clean Mondayyear (latent)", -5.993961427306569),
+                                    ("monthhour", -5.993961427306569),
                                     ("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.703782474656201),
-                                    ("todayat <time-of-day>", -6.396929655216146),
-                                    ("Thursday<time> timezone", -3.9990343824177756),
-                                    ("time-of-day (latent)tonight", -5.991464547107982),
-                                    ("from|since|after <time>December", -6.396929655216146),
-                                    ("<time-of-day> am|pmon <day>", -4.382026634673881),
+                                     -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),
                                     ("this <time>hh(:mm) - <time-of-day> am|pm",
-                                     -6.396929655216146),
-                                    ("yyyy-mm-ddhh:mm:ss", -5.991464547107982),
-                                    ("dayday", -3.6888794541139363),
-                                    ("<time> <part-of-day>at <time-of-day>", -6.396929655216146),
-                                    ("tonightat <time-of-day>", -6.396929655216146),
+                                     -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),
                                     ("<time-of-day> am|pmabsorption of , after named day",
-                                     -5.703782474656201),
+                                     -5.7062793548547885),
                                     ("Dayananda Saraswati Jayantiyear (latent)",
-                                     -6.396929655216146),
-                                    ("today<time-of-day> am|pm", -6.396929655216146),
-                                    ("Februarythe <day-of-month> (ordinal)", -5.991464547107982),
-                                    ("at <time-of-day><time> <part-of-day>", -6.396929655216146),
-                                    ("<day-of-month> (ordinal)intersect", -5.991464547107982),
-                                    ("hourhour", -4.31748811353631),
-                                    ("Mahavir Jayantiyear (latent)", -5.991464547107982),
-                                    ("Navaratriin|during <named-month>|year", -6.396929655216146),
-                                    ("Wednesdaythis|last|next <cycle>", -6.396929655216146),
-                                    ("Lentyear (latent)", -6.396929655216146),
+                                     -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),
                                     ("intersect<named-month> <day-of-month> (non ordinal)",
-                                     -4.5251274783145545),
-                                    ("Boghiyear (latent)", -6.396929655216146),
-                                    ("dayyear", -1.8805906829346708),
+                                     -4.527624358513142),
+                                    ("Boghiyear (latent)", -6.399426535414734),
+                                    ("dayyear", -1.8776379583656932),
                                     ("Karva Chauthin|during <named-month>|year",
-                                     -6.396929655216146),
-                                    ("Thursdayfrom|since|after <time>", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("Thursdayfrom|since|after <time>", -5.993961427306569),
                                     ("<time-of-day> o'clockin|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Thursdayat <time-of-day>", -5.703782474656201),
-                                    ("Islamic New Yearyear (latent)", -5.991464547107982),
-                                    ("Laylat al-Qadryear (latent)", -5.480638923341991),
-                                    ("Shrove Tuesdayyear (latent)", -6.396929655216146),
+                                     -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),
                                     ("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-                                     -5.703782474656201),
-                                    ("<time-of-day> am|pmtomorrow", -5.703782474656201),
-                                    ("Yom Kippuryear (latent)", -6.396929655216146),
-                                    ("<day-of-month> (ordinal)Tuesday", -5.991464547107982),
-                                    ("<part-of-day> of <time>year (latent)", -6.396929655216146),
-                                    ("minutehour", -5.144166686720778),
-                                    ("Kaanum Pongalyear (latent)", -5.991464547107982),
-                                    ("Maha Saptamiyear (latent)", -6.396929655216146),
+                                     -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),
                                     ("at <time-of-day>in|during the <part-of-day>",
-                                     -5.991464547107982),
-                                    ("time-of-day (latent)tomorrow", -5.480638923341991),
-                                    ("part of daysat <time-of-day>", -5.991464547107982),
+                                     -5.993961427306569),
+                                    ("time-of-day (latent)tomorrow", -5.483135803540579),
+                                    ("part of daysat <time-of-day>", -5.993961427306569),
                                     ("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-                                     -4.382026634673881),
-                                    ("for <duration> from <time>December", -6.396929655216146),
-                                    ("tomorrow<time-of-day> sharp|exactly", -6.396929655216146),
+                                     -4.384523514872469),
+                                    ("for <duration> from <time>December", -6.399426535414734),
+                                    ("tomorrow<time-of-day> sharp|exactly", -6.399426535414734),
                                     ("Thursdayfrom <datetime> - <datetime> (interval)",
-                                     -5.144166686720778),
+                                     -5.146663566919366),
                                     ("intersect by \",\", \"of\", \"from\" for yearhhhmm",
-                                     -5.144166686720778),
-                                    ("time-of-day (latent)this <part-of-day>", -6.396929655216146),
-                                    ("Pentecostyear (latent)", -6.396929655216146),
+                                     -5.146663566919366),
+                                    ("time-of-day (latent)this <part-of-day>", -6.399426535414734),
+                                    ("Pentecostyear (latent)", -6.399426535414734),
                                     ("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-                                     -5.144166686720778),
-                                    ("<day-of-month> (ordinal)February", -6.396929655216146),
-                                    ("Eid al-Fitryear (latent)", -5.0106352940962555),
+                                     -5.146663566919366),
+                                    ("<day-of-month> (ordinal)February", -6.399426535414734),
+                                    ("Eid al-Fitryear (latent)", -5.013132174294843),
                                     ("Vasant Panchamiin|during <named-month>|year",
-                                     -6.396929655216146),
-                                    ("Mondayin|during the <part-of-day>", -6.396929655216146),
-                                    ("Chhathin|during <named-month>|year", -6.396929655216146),
-                                    ("Diwaliin|during <named-month>|year", -6.396929655216146),
-                                    ("Vaisakhiin|during <named-month>|year", -6.396929655216146),
-                                    ("Guru Ravidass Jayantiyear (latent)", -5.144166686720778),
-                                    ("Raksha Bandhanyear (latent)", -6.396929655216146),
-                                    ("daysecond", -5.991464547107982),
+                                     -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),
                                     ("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-                                     -5.991464547107982),
-                                    ("Ashurayear (latent)", -6.396929655216146),
-                                    ("Tuesdayin|during <named-month>|year", -6.396929655216146),
-                                    ("Chinese New Yearyear (latent)", -6.396929655216146),
-                                    ("tomorrowintersect", -6.396929655216146),
-                                    ("Lag BaOmeryear (latent)", -6.396929655216146),
+                                     -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),
                                     ("last weekend of <named-month>year (latent)",
-                                     -6.396929655216146),
-                                    ("Eid al-Adhayear (latent)", -4.2568634917198755),
-                                    ("intersectin|during the <part-of-day>", -6.396929655216146),
-                                    ("Palm Sundayyear (latent)", -6.396929655216146),
-                                    ("Christmasat <time-of-day>", -6.396929655216146),
-                                    ("Passoveryear (latent)", -6.396929655216146),
-                                    ("Lazarus Saturdayyear (latent)", -6.396929655216146),
+                                     -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),
                                     ("<day-of-month> (ordinal or number) <named-month>year (latent)",
-                                     -6.396929655216146),
-                                    ("hhhmmon <day>", -5.480638923341991),
-                                    ("Yom HaShoahyear (latent)", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("hhhmmon <day>", -5.483135803540579),
+                                    ("Yom HaShoahyear (latent)", -5.993961427306569),
                                     ("Thursday<datetime> - <datetime> (interval)",
-                                     -5.991464547107982),
+                                     -5.993961427306569),
                                     ("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Septemberyear (latent)", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("Septemberyear (latent)", -5.993961427306569),
                                     ("Thursday<time-of-day> - <time-of-day> (interval)",
-                                     -4.892852258439873),
-                                    ("Halloweenyear (latent)", -6.396929655216146),
+                                     -4.895349138638459),
+                                    ("Halloweenyear (latent)", -6.399426535414734),
                                     ("<ordinal> last <cycle> of <time>year (latent)",
-                                     -5.991464547107982),
+                                     -5.993961427306569),
                                     ("from <time-of-day> - <time-of-day> (interval)on <day>",
-                                     -5.703782474656201),
+                                     -5.7062793548547885),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
-                                     -6.396929655216146),
-                                    ("at <time-of-day>intersect", -5.480638923341991),
-                                    ("Rosh Hashanahyear (latent)", -5.703782474656201),
-                                    ("Dhanterasyear (latent)", -6.396929655216146),
-                                    ("Tu BiShvatyear (latent)", -6.396929655216146),
-                                    ("<day-of-month> (ordinal)December", -5.703782474656201),
-                                    ("Holiyear (latent)", -5.703782474656201),
+                                     -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),
                                     ("<time-of-day> - <time-of-day> (interval)tomorrow",
-                                     -6.396929655216146),
-                                    ("Holika Dahanyear (latent)", -5.703782474656201),
+                                     -6.399426535414734),
+                                    ("Holika Dahanyear (latent)", -5.7062793548547885),
                                     ("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.991464547107982),
-                                    ("dayminute", -3.082743650543621),
-                                    ("Mawlidyear (latent)", -6.396929655216146),
+                                     -5.993961427306569),
+                                    ("dayminute", -3.0852405307422077),
+                                    ("Mawlidyear (latent)", -6.399426535414734),
                                     ("from <datetime> - <datetime> (interval)on <day>",
-                                     -5.991464547107982),
+                                     -5.993961427306569),
                                     ("<datetime> - <datetime> (interval)tomorrow",
-                                     -6.396929655216146),
-                                    ("Jumu'atul-Widayear (latent)", -5.480638923341991),
-                                    ("minuteday", -2.659260036932778),
+                                     -6.399426535414734),
+                                    ("Jumu'atul-Widayear (latent)", -5.483135803540579),
+                                    ("minuteday", -2.6617569171313655),
                                     ("absorption of , after named dayintersect",
-                                     -5.703782474656201),
-                                    ("intersectyear (latent)", -6.396929655216146),
-                                    ("Orthodox Easter Sundayyear (latent)", -6.396929655216146),
+                                     -5.7062793548547885),
+                                    ("intersectyear (latent)", -6.399426535414734),
+                                    ("Orthodox Easter Sundayyear (latent)", -6.399426535414734),
                                     ("time-of-day (latent)in|within|after <duration>",
-                                     -6.396929655216146),
+                                     -6.399426535414734),
                                     ("<ordinal> <cycle> of <time>year (latent)",
-                                     -6.396929655216146),
-                                    ("intersecthhhmm", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("intersecthhhmm", -5.993961427306569),
                                     ("the <day-of-month> (ordinal)in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Boss's Dayyear (latent)", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("Boss's Dayyear (latent)", -5.993961427306569),
                                     ("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -6.396929655216146),
-                                    ("Global Youth Service Dayyear (latent)", -6.396929655216146),
-                                    ("Dhanterasin|during <named-month>|year", -6.396929655216146),
-                                    ("Tisha B'Avyear (latent)", -6.396929655216146),
-                                    ("Isra and Mi'rajyear (latent)", -5.480638923341991),
-                                    ("at <time-of-day>on <day>", -4.787491742782046),
+                                     -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),
                                     ("at <time-of-day>absorption of , after named day",
-                                     -5.991464547107982),
+                                     -5.993961427306569),
                                     ("time-of-day (latent)<time> <part-of-day>",
-                                     -5.703782474656201),
-                                    ("Christmasyear (latent)", -5.991464547107982),
-                                    ("Naraka Chaturdashiyear (latent)", -5.991464547107982),
-                                    ("Thai Pongalin|during <named-month>|year", -6.396929655216146),
-                                    ("dayweek", -6.396929655216146),
-                                    ("Easter Sundayyear (latent)", -5.703782474656201),
+                                     -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),
                                     ("between <time-of-day> and <time-of-day> (interval)on <day>",
-                                     -5.991464547107982),
-                                    ("weekyear", -5.298317366548036),
-                                    ("King's Dayyear (latent)", -4.892852258439873),
-                                    ("hh:mmin|during the <part-of-day>", -5.480638923341991),
+                                     -5.993961427306569),
+                                    ("weekyear", -5.300814246746624),
+                                    ("King's Dayyear (latent)", -4.895349138638459),
+                                    ("hh:mmin|during the <part-of-day>", -5.483135803540579),
                                     ("<cycle> after|before <time><time-of-day> am|pm",
-                                     -5.991464547107982),
-                                    ("Hanukkahyear (latent)", -5.703782474656201),
-                                    ("February<time> <part-of-day>", -6.396929655216146),
+                                     -5.993961427306569),
+                                    ("Hanukkahyear (latent)", -5.7062793548547885),
+                                    ("February<time> <part-of-day>", -6.399426535414734),
                                     ("time-of-day (latent)in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Great Lentyear (latent)", -6.396929655216146),
-                                    ("tomorrowat <time-of-day>", -5.703782474656201),
+                                     -6.399426535414734),
+                                    ("Great Lentyear (latent)", -6.399426535414734),
+                                    ("tomorrowat <time-of-day>", -5.7062793548547885),
                                     ("hhmm (latent)in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Ugadiyear (latent)", -5.0106352940962555),
-                                    ("Vaisakhiyear (latent)", -5.703782474656201),
+                                     -6.399426535414734),
+                                    ("Ugadiyear (latent)", -5.013132174294843),
+                                    ("Vaisakhiyear (latent)", -5.7062793548547885),
                                     ("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-                                     -5.703782474656201),
-                                    ("last <cycle> of <time>year (latent)", -5.703782474656201),
-                                    ("at <time-of-day>tomorrow", -5.991464547107982),
-                                    ("tomorrow<time-of-day> am|pm", -6.396929655216146),
+                                     -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),
                                     ("<named-month> <day-of-month> (non ordinal)year (latent)",
-                                     -6.396929655216146),
-                                    ("Diwaliyear (latent)", -6.396929655216146),
-                                    ("between <time> and <time>on <day>", -5.991464547107982),
-                                    ("Black Fridayyear (latent)", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("Diwaliyear (latent)", -6.399426535414734),
+                                    ("between <time> and <time>on <day>", -5.993961427306569),
+                                    ("Black Fridayyear (latent)", -5.993961427306569),
                                     ("the <ordinal> last <cycle> of <time>year (latent)",
-                                     -6.396929655216146),
+                                     -6.399426535414734),
                                     ("in|during the <part-of-day>at <time-of-day>",
-                                     -6.396929655216146),
-                                    ("Chhathyear (latent)", -5.991464547107982),
-                                    ("Vasant Panchamiyear (latent)", -6.396929655216146),
-                                    ("Rabindra Jayantiyear (latent)", -5.144166686720778),
-                                    ("St Patrick's Dayyear (latent)", -6.396929655216146),
-                                    ("Thursday<time> (timezone)", -6.396929655216146),
+                                     -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),
                                     ("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Pargat Diwasyear (latent)", -5.144166686720778),
-                                    ("<datetime> - <datetime> (interval)July", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("Pargat Diwasyear (latent)", -5.146663566919366),
+                                    ("<datetime> - <datetime> (interval)July", -5.993961427306569),
                                     ("on <day><named-month> <day-of-month> (non ordinal)",
-                                     -5.703782474656201),
-                                    ("Februaryintersect", -6.396929655216146),
-                                    ("Simchat Torahyear (latent)", -6.396929655216146),
-                                    ("minuteyear", -6.396929655216146)],
-                               n = 462},
+                                     -5.7062793548547885),
+                                    ("Februaryintersect", -6.399426535414734),
+                                    ("Simchat Torahyear (latent)", -6.399426535414734),
+                                    ("minuteyear", -6.399426535414734)],
+                               n = 463},
                    koData =
-                     ClassData{prior = -0.9973585549629368, unseen = -6.705639094860003,
+                     ClassData{prior = -0.9987237428882767, unseen = -6.706862336602747,
                                likelihoods =
                                  HashMap.fromList
-                                   [("Thursdayhhhmm", -4.507189777627888),
-                                    ("hourday", -3.6133719016057912),
+                                   [("Thursdayhhhmm", -4.508414517523783),
+                                    ("hourday", -3.614596641501687),
                                     ("<hour-of-day> <integer><time-of-day> am|pm",
-                                     -6.0112671744041615),
-                                    ("<day-of-month> (ordinal)August", -6.0112671744041615),
-                                    ("dayhour", -3.446317816942625),
-                                    ("<time> timezoneyear (latent)", -5.318119993844216),
+                                     -6.012491914300058),
+                                    ("<day-of-month> (ordinal)August", -6.012491914300058),
+                                    ("dayhour", -3.447542556838521),
+                                    ("<time> timezoneyear (latent)", -5.319344733740112),
                                     ("<time-of-day> - <time-of-day> (interval)on <day>",
-                                     -5.094976442530006),
-                                    ("Tuesdayfrom|since|after <time>", -5.318119993844216),
-                                    ("daymonth", -3.337118524977633),
-                                    ("monthyear", -4.758504205908793),
-                                    ("<time-of-day> am|pmyear (latent)", -5.318119993844216),
-                                    ("Thai Pongalyear (latent)", -5.318119993844216),
-                                    ("intersecthh:mm", -6.0112671744041615),
+                                     -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),
                                     ("from <datetime> - <datetime> (interval)July",
-                                     -5.605802066295998),
-                                    ("<day-of-month> (ordinal)Wednesday", -6.0112671744041615),
-                                    ("houryear", -4.624972813284271),
+                                     -5.607026806191893),
+                                    ("<day-of-month> (ordinal)Wednesday", -6.012491914300058),
+                                    ("houryear", -4.626197553180167),
                                     ("from <time-of-day> - <time-of-day> (interval)July",
-                                     -6.0112671744041615),
-                                    ("<day-of-month> (ordinal)October", -6.0112671744041615),
+                                     -6.012491914300058),
+                                    ("<day-of-month> (ordinal)October", -6.012491914300058),
                                     ("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.318119993844216),
-                                    ("hournograin", -4.758504205908793),
-                                    ("<time-of-day> am|pmintersect", -4.758504205908793),
-                                    ("Octoberyear (latent)", -6.0112671744041615),
+                                     -5.319344733740112),
+                                    ("hournograin", -4.75972894580469),
+                                    ("<time-of-day> am|pmintersect", -4.75972894580469),
+                                    ("Octoberyear (latent)", -6.012491914300058),
                                     ("time-of-day (latent)intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.605802066295998),
-                                    ("until <time>on <day>", -5.318119993844216),
-                                    ("time-of-day (latent)intersect", -5.318119993844216),
-                                    ("todayin <number> (implicit minutes)", -6.0112671744041615),
+                                     -5.607026806191893),
+                                    ("until <time>on <day>", -5.319344733740112),
+                                    ("time-of-day (latent)intersect", -5.319344733740112),
+                                    ("todayin <number> (implicit minutes)", -6.012491914300058),
                                     ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-                                     -5.318119993844216),
+                                     -5.319344733740112),
                                     ("about|exactly <time-of-day>year (latent)",
-                                     -6.0112671744041615),
-                                    ("hh:mmon <day>", -4.758504205908793),
-                                    ("hhhmmintersect", -5.605802066295998),
-                                    ("absorption of , after named dayJuly", -5.094976442530006),
-                                    ("from|since|after <time>July", -5.605802066295998),
+                                     -6.012491914300058),
+                                    ("hh:mmon <day>", -4.75972894580469),
+                                    ("hhhmmintersect", -5.607026806191893),
+                                    ("absorption of , after named dayJuly", -5.096201182425903),
+                                    ("from|since|after <time>July", -5.607026806191893),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-                                     -5.094976442530006),
-                                    ("Clean Mondayyear (latent)", -6.0112671744041615),
-                                    ("monthhour", -6.0112671744041615),
+                                     -5.096201182425903),
+                                    ("Clean Mondayyear (latent)", -6.012491914300058),
+                                    ("monthhour", -6.012491914300058),
                                     ("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.605802066295998),
-                                    ("hourmonth", -4.139464997502571),
-                                    ("todayat <time-of-day>", -6.0112671744041615),
-                                    ("hhhmmyear (latent)", -4.758504205908793),
-                                    ("from|since|after <time>December", -6.0112671744041615),
+                                     -5.607026806191893),
+                                    ("hourmonth", -4.140689737398466),
+                                    ("todayat <time-of-day>", -6.012491914300058),
+                                    ("hhhmmyear (latent)", -4.75972894580469),
+                                    ("from|since|after <time>December", -6.012491914300058),
                                     ("from|since|after <time><time-of-day> am|pm",
-                                     -6.0112671744041615),
-                                    ("<time-of-day> am|pmon <day>", -4.758504205908793),
-                                    ("Mondayyear (latent)", -5.318119993844216),
-                                    ("dayday", -4.624972813284271),
-                                    ("on <day>September", -5.318119993844216),
-                                    ("time-of-day (latent)September", -5.605802066295998),
-                                    ("hourhour", -5.605802066295998),
-                                    ("time-of-day (latent)on <day>", -4.507189777627888),
-                                    ("Thursdaydd/mm", -6.0112671744041615),
+                                     -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),
                                     ("time-of-day (latent)<cycle> after|before <time>",
-                                     -5.605802066295998),
-                                    ("dayyear", -3.0934964423198825),
-                                    ("New Year's Dayyear (latent)", -5.094976442530006),
-                                    ("time-of-day (latent)Sunday", -5.605802066295998),
-                                    ("Thursdayfrom|since|after <time>", -4.306519082165736),
-                                    ("Thursdayat <time-of-day>", -4.401829261970061),
+                                     -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),
                                     ("<integer> to|till|before <hour-of-day>September",
-                                     -6.0112671744041615),
-                                    ("Aprilyear (latent)", -6.0112671744041615),
-                                    ("the <day-of-month> (ordinal)July", -6.0112671744041615),
-                                    ("the <day-of-month> (number)July", -6.0112671744041615),
-                                    ("monthminute", -6.0112671744041615),
-                                    ("<time-of-day> am|pmtomorrow", -6.0112671744041615),
-                                    ("Thursdayhh:mm", -5.094976442530006),
-                                    ("<day-of-month> (ordinal)Tuesday", -5.605802066295998),
-                                    ("minutemonth", -3.871201010907891),
-                                    ("time-of-day (latent)Friday", -5.605802066295998),
-                                    ("minutehour", -6.0112671744041615),
-                                    ("Augustyear (latent)", -5.605802066295998),
-                                    ("week-endin|during <named-month>|year", -6.0112671744041615),
-                                    ("time-of-day (latent)Tuesday", -5.605802066295998),
+                                     -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),
                                     ("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-                                     -6.0112671744041615),
-                                    ("Sundayyear (latent)", -5.094976442530006),
-                                    ("Christmasat <time-of-day>", -6.0112671744041615),
-                                    ("from|since|after <time>year (latent)", -4.912654885736052),
-                                    ("hhhmmon <day>", -5.094976442530006),
-                                    ("yesterday<time-of-day> am|pm", -6.0112671744041615),
-                                    ("<day-of-month> (ordinal)July", -5.318119993844216),
+                                     -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),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-                                     -6.0112671744041615),
+                                     -6.012491914300058),
                                     ("Thursday<time-of-day> - <time-of-day> (interval)",
-                                     -6.0112671744041615),
+                                     -6.012491914300058),
                                     ("in|during <named-month>|yearyear (latent)",
-                                     -6.0112671744041615),
-                                    ("at <time-of-day>intersect", -5.094976442530006),
-                                    ("hh:mmyear (latent)", -4.624972813284271),
-                                    ("Holiyear (latent)", -6.0112671744041615),
-                                    ("until <time><time-of-day> am|pm", -6.0112671744041615),
+                                     -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),
                                     ("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.605802066295998),
-                                    ("dayminute", -3.1780538303479458),
-                                    ("yyyy-mm-ddhh:mm", -5.605802066295998),
-                                    ("intersectfrom|since|after <time>", -5.605802066295998),
-                                    ("intersectSeptember", -4.139464997502571),
-                                    ("minuteday", -2.8542667532540484),
+                                     -5.607026806191893),
+                                    ("dayminute", -3.1792785702438415),
+                                    ("yyyy-mm-ddhh:mm", -5.607026806191893),
+                                    ("intersectfrom|since|after <time>", -5.607026806191893),
+                                    ("intersectSeptember", -4.140689737398466),
+                                    ("minuteday", -2.855491493149944),
                                     ("absorption of , after named dayintersect",
-                                     -6.0112671744041615),
-                                    ("intersectyear (latent)", -6.0112671744041615),
-                                    ("Februaryin|during the <part-of-day>", -6.0112671744041615),
+                                     -6.012491914300058),
+                                    ("intersectyear (latent)", -6.012491914300058),
+                                    ("Februaryin|during the <part-of-day>", -6.012491914300058),
                                     ("<duration> after|before|from|past <time>December",
-                                     -6.0112671744041615),
-                                    ("time-of-day (latent)July", -5.318119993844216),
-                                    ("Saturdayyear (latent)", -6.0112671744041615),
+                                     -6.012491914300058),
+                                    ("time-of-day (latent)July", -5.319344733740112),
+                                    ("Saturdayyear (latent)", -6.012491914300058),
                                     ("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -6.0112671744041615),
-                                    ("at <time-of-day>on <day>", -5.094976442530006),
-                                    ("absorption of , after named daySeptember",
-                                     -4.758504205908793),
-                                    ("Naraka Chaturdashiyear (latent)", -6.0112671744041615),
-                                    ("from|since|after <time>on <day>", -5.094976442530006),
-                                    ("dayweek", -6.0112671744041615),
-                                    ("Easter Sundayyear (latent)", -5.605802066295998),
-                                    ("Thursday<time-of-day> am|pm", -4.758504205908793),
-                                    ("weekyear", -5.605802066295998),
-                                    ("time-of-day (latent)Thursday", -5.605802066295998),
+                                     -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),
                                     ("<named-month> <day-of-month> (non ordinal)until <time>",
-                                     -6.0112671744041615),
-                                    ("<day-of-month> (ordinal)April", -6.0112671744041615),
+                                     -6.012491914300058),
+                                    ("<day-of-month> (ordinal)April", -6.012491914300058),
                                     ("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-                                     -5.605802066295998),
+                                     -5.607026806191893),
                                     ("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-                                     -5.318119993844216),
-                                    ("Sundayfrom|since|after <time>", -6.0112671744041615),
-                                    ("absorption of , after named dayFebruary", -5.094976442530006),
+                                     -5.319344733740112),
+                                    ("Sundayfrom|since|after <time>", -6.012491914300058),
+                                    ("absorption of , after named dayFebruary", -5.096201182425903),
                                     ("time-of-day (latent)in|during the <part-of-day>",
-                                     -5.605802066295998),
+                                     -5.607026806191893),
                                     ("July<integer> to|till|before <hour-of-day>",
-                                     -6.0112671744041615),
-                                    ("tomorrowat <time-of-day>", -6.0112671744041615),
-                                    ("daynograin", -5.605802066295998),
+                                     -6.012491914300058),
+                                    ("tomorrowat <time-of-day>", -6.012491914300058),
+                                    ("daynograin", -5.607026806191893),
                                     ("<integer> to|till|before <hour-of-day>July",
-                                     -5.605802066295998),
-                                    ("last <cycle> of <time>year (latent)", -5.605802066295998),
-                                    ("tomorrow<time-of-day> am|pm", -6.0112671744041615),
+                                     -5.607026806191893),
+                                    ("last <cycle> of <time>year (latent)", -5.607026806191893),
+                                    ("tomorrow<time-of-day> am|pm", -6.012491914300058),
                                     ("<named-month> <day-of-month> (non ordinal)year (latent)",
-                                     -5.318119993844216),
-                                    ("Diwaliyear (latent)", -5.605802066295998),
+                                     -5.319344733740112),
+                                    ("Diwaliyear (latent)", -5.607026806191893),
                                     ("<time-of-day> - <time-of-day> (interval)July",
-                                     -6.0112671744041615),
-                                    ("Fridayyear (latent)", -5.605802066295998),
-                                    ("time-of-day (latent)April", -6.0112671744041615),
-                                    ("minuteyear", -3.8140425970679424)],
+                                     -6.012491914300058),
+                                    ("Fridayyear (latent)", -5.607026806191893),
+                                    ("time-of-day (latent)April", -6.012491914300058),
+                                    ("minuteyear", -3.815267336963838)],
                                n = 270}}),
        ("one eleven",
         Classifier{okData =
@@ -1556,15 +1556,14 @@ classifiers
                                likelihoods = HashMap.fromList [], n = 0}}),
        ("year (latent)",
         Classifier{okData =
-                     ClassData{prior = -0.15006069457573323,
-                               unseen = -5.3706380281276624,
+                     ClassData{prior = -0.1494000770686605, unseen = -5.375278407684165,
                                likelihoods =
                                  HashMap.fromList
-                                   [("integer (numeric)", -2.8437935320533514e-2),
-                                    ("intersect 2 numbers", -3.979681653901961)],
-                               n = 210},
+                                   [("integer (numeric)", -2.830377616285182e-2),
+                                    ("intersect 2 numbers", -3.984343667007772)],
+                               n = 211},
                    koData =
-                     ClassData{prior = -1.9708077006770406,
+                     ClassData{prior = -1.9748976859285656,
                                unseen = -3.6635616461296463,
                                likelihoods =
                                  HashMap.fromList
@@ -2059,6 +2058,13 @@ classifiers
                    koData =
                      ClassData{prior = -infinity, unseen = -0.6931471805599453,
                                likelihoods = HashMap.fromList [], n = 0}}),
+       ("Ratha-Yatra",
+        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}}),
        ("Palm Sunday",
         Classifier{okData =
                      ClassData{prior = 0.0, unseen = -1.3862943611198906,
diff --git a/Duckling/Ranking/Classifiers/EN_US.hs b/Duckling/Ranking/Classifiers/EN_US.hs
index 6bcb1e79..f84ee806 100644
--- a/Duckling/Ranking/Classifiers/EN_US.hs
+++ b/Duckling/Ranking/Classifiers/EN_US.hs
@@ -90,10 +90,10 @@ classifiers
                                likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
        ("integer (numeric)",
         Classifier{okData =
-                     ClassData{prior = -0.5637911593459034, unseen = -6.173786103901937,
-                               likelihoods = HashMap.fromList [("", 0.0)], n = 478},
+                     ClassData{prior = -0.5628910625620327, unseen = -6.175867270105761,
+                               likelihoods = HashMap.fromList [("", 0.0)], n = 479},
                    koData =
-                     ClassData{prior = -0.8417576800115882,
+                     ClassData{prior = -0.8429474481471769,
                                unseen = -5.8971538676367405,
                                likelihoods = HashMap.fromList [("", 0.0)], n = 362}}),
        ("<year> (bc|ad)",
@@ -890,453 +890,449 @@ classifiers
                                likelihoods = HashMap.fromList [], n = 0}}),
        ("intersect",
         Classifier{okData =
-                     ClassData{prior = -0.4394109261790191, unseen = -7.170888478512505,
+                     ClassData{prior = -0.43870374958389813,
+                               unseen = -7.1731917424865985,
                                likelihoods =
                                  HashMap.fromList
-                                   [("Navaratriyear (latent)", -6.476972362889683),
-                                    ("Father's Dayyear (latent)", -6.476972362889683),
-                                    ("Karva Chauthyear (latent)", -6.476972362889683),
+                                   [("Navaratriyear (latent)", -6.4792773965649),
+                                    ("Father's Dayyear (latent)", -6.4792773965649),
+                                    ("Karva Chauthyear (latent)", -6.4792773965649),
                                     ("<day-of-month> (ordinal)in|during the <part-of-day>",
-                                     -6.476972362889683),
-                                    ("Maha Shivaratriyear (latent)", -6.476972362889683),
-                                    ("Ramadanyear (latent)", -5.224209394394315),
+                                     -6.4792773965649),
+                                    ("Maha Shivaratriyear (latent)", -6.4792773965649),
+                                    ("Ramadanyear (latent)", -5.226514428069532),
                                     ("<datetime> - <datetime> (interval)on <day>",
-                                     -5.090678001769792),
-                                    ("Military Spouse Dayyear (latent)", -6.476972362889683),
-                                    ("Bhai Doojyear (latent)", -6.476972362889683),
-                                    ("hourday", -4.462069342347418),
-                                    ("dayhour", -3.5325333837232424),
+                                     -5.092983035445009),
+                                    ("Military Spouse Dayyear (latent)", -6.4792773965649),
+                                    ("Bhai Doojyear (latent)", -6.4792773965649),
+                                    ("hourday", -4.464374376022635),
+                                    ("dayhour", -3.5348384173984595),
                                     ("<time-of-day> - <time-of-day> (interval)on <day>",
-                                     -5.090678001769792),
-                                    ("Martin Luther King's Dayyear (latent)", -6.071507254781518),
-                                    ("Shemini Atzeretyear (latent)", -6.476972362889683),
-                                    ("daymonth", -4.462069342347418),
-                                    ("monthday", -6.071507254781518),
-                                    ("monthyear", -4.685212893661627),
-                                    ("Yom Ha'atzmautyear (latent)", -6.476972362889683),
-                                    ("Vijayadashamiyear (latent)", -6.476972362889683),
+                                     -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),
                                     ("Administrative Professionals' Dayyear (latent)",
-                                     -5.090678001769792),
-                                    ("Thanksgiving Dayyear (latent)", -5.378360074221573),
-                                    ("Thai Pongalyear (latent)", -5.783825182329737),
-                                    ("Thiru Onamyear (latent)", -5.783825182329737),
-                                    ("hhhmmabsorption of , after named day", -6.476972362889683),
-                                    ("Tuesdaythe <day-of-month> (ordinal)", -6.476972362889683),
+                                     -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),
                                     ("from <datetime> - <datetime> (interval)July",
-                                     -5.560681631015528),
-                                    ("<day-of-month> (ordinal)Wednesday", -6.476972362889683),
-                                    ("Krishna Janmashtamiyear (latent)", -6.071507254781518),
-                                    ("Guru Gobind Singh Jayantiyear (latent)", -6.476972362889683),
-                                    ("houryear", -5.560681631015528),
+                                     -5.562986664690745),
+                                    ("<day-of-month> (ordinal)Wednesday", -6.4792773965649),
+                                    ("Krishna Janmashtamiyear (latent)", -6.073812288456735),
+                                    ("Guru Gobind Singh Jayantiyear (latent)", -6.4792773965649),
+                                    ("houryear", -5.562986664690745),
                                     ("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-                                     -6.476972362889683),
-                                    ("Christmas<time-of-day> am|pm", -6.476972362889683),
-                                    ("last <day-of-week> of <time>year (latent)",
-                                     -6.476972362889683),
+                                     -6.4792773965649),
+                                    ("Christmas<time-of-day> am|pm", -6.4792773965649),
+                                    ("last <day-of-week> of <time>year (latent)", -6.4792773965649),
                                     ("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.783825182329737),
-                                    ("intersectin|during <named-month>|year", -6.476972362889683),
-                                    ("<time-of-day> am|pmintersect", -5.224209394394315),
-                                    ("Earth Houryear (latent)", -6.476972362889683),
-                                    ("Octoberyear (latent)", -4.972894966113409),
-                                    ("intersect<time-of-day> am|pm", -6.476972362889683),
-                                    ("Mattu Pongalyear (latent)", -6.476972362889683),
-                                    ("Daylight Saving Start Dayyear (latent)", -5.560681631015528),
-                                    ("Shavuotyear (latent)", -6.476972362889683),
-                                    ("Parsi New Yearyear (latent)", -5.560681631015528),
+                                     -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),
                                     ("at <time-of-day>in|within|after <duration>",
-                                     -6.476972362889683),
-                                    ("Thursdayhh(:mm) - <time-of-day> am|pm", -6.476972362889683),
-                                    ("todayin|within|after <duration>", -6.476972362889683),
+                                     -6.4792773965649),
+                                    ("Thursdayhh(:mm) - <time-of-day> am|pm", -6.4792773965649),
+                                    ("todayin|within|after <duration>", -6.4792773965649),
                                     ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-                                     -6.071507254781518),
-                                    ("Marchyear (latent)", -6.476972362889683),
+                                     -6.073812288456735),
+                                    ("Marchyear (latent)", -6.4792773965649),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"hhhmm",
-                                     -6.071507254781518),
-                                    ("Sukkotyear (latent)", -6.071507254781518),
-                                    ("hhhmmintersect", -6.071507254781518),
+                                     -6.073812288456735),
+                                    ("Sukkotyear (latent)", -6.073812288456735),
+                                    ("hhhmmintersect", -6.073812288456735),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-                                     -6.071507254781518),
-                                    ("Daylight Saving End Dayyear (latent)", -5.560681631015528),
-                                    ("Clean Mondayyear (latent)", -6.071507254781518),
-                                    ("monthhour", -6.071507254781518),
+                                     -6.073812288456735),
+                                    ("Daylight Saving End Dayyear (latent)", -5.562986664690745),
+                                    ("Clean Mondayyear (latent)", -6.073812288456735),
+                                    ("monthhour", -6.073812288456735),
                                     ("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.783825182329737),
-                                    ("todayat <time-of-day>", -6.476972362889683),
-                                    ("Thursday<time> timezone", -4.079077090091312),
-                                    ("time-of-day (latent)tonight", -6.071507254781518),
-                                    ("from|since|after <time>December", -6.476972362889683),
+                                     -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),
                                     ("Emergency Medical Services for Children Dayyear (latent)",
-                                     -6.476972362889683),
-                                    ("<time-of-day> am|pmon <day>", -4.462069342347418),
-                                    ("this <time>hh(:mm) - <time-of-day> am|pm",
-                                     -6.476972362889683),
-                                    ("yyyy-mm-ddhh:mm:ss", -6.071507254781518),
-                                    ("Tax Daythis|last|next <cycle>", -6.476972362889683),
-                                    ("dayday", -3.7689221617874726),
-                                    ("<time> <part-of-day>at <time-of-day>", -6.476972362889683),
-                                    ("mm/ddat <time-of-day>", -6.476972362889683),
-                                    ("tonightat <time-of-day>", -6.476972362889683),
+                                     -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),
                                     ("<time-of-day> am|pmabsorption of , after named day",
-                                     -5.783825182329737),
-                                    ("Dayananda Saraswati Jayantiyear (latent)",
-                                     -6.476972362889683),
-                                    ("today<time-of-day> am|pm", -6.476972362889683),
-                                    ("Februarythe <day-of-month> (ordinal)", -6.071507254781518),
-                                    ("at <time-of-day><time> <part-of-day>", -6.476972362889683),
-                                    ("<day-of-month> (ordinal)intersect", -6.071507254781518),
-                                    ("mm/dd<time-of-day> am|pm", -6.476972362889683),
-                                    ("hourhour", -4.3975308212098465),
-                                    ("Mahavir Jayantiyear (latent)", -6.071507254781518),
-                                    ("Navaratriin|during <named-month>|year", -6.476972362889683),
-                                    ("Wednesdaythis|last|next <cycle>", -6.476972362889683),
-                                    ("Lentyear (latent)", -6.476972362889683),
+                                     -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),
                                     ("intersect<named-month> <day-of-month> (non ordinal)",
-                                     -4.605170185988091),
-                                    ("Boghiyear (latent)", -6.476972362889683),
-                                    ("dayyear", -1.7719568419318752),
-                                    ("Karva Chauthin|during <named-month>|year",
-                                     -6.476972362889683),
-                                    ("Thursdayfrom|since|after <time>", -6.071507254781518),
+                                     -4.607475219663308),
+                                    ("Boghiyear (latent)", -6.4792773965649),
+                                    ("dayyear", -1.7697471952525656),
+                                    ("Karva Chauthin|during <named-month>|year", -6.4792773965649),
+                                    ("Thursdayfrom|since|after <time>", -6.073812288456735),
                                     ("<time-of-day> o'clockin|during the <part-of-day>",
-                                     -6.476972362889683),
-                                    ("Thursdayat <time-of-day>", -5.783825182329737),
-                                    ("Islamic New Yearyear (latent)", -6.071507254781518),
-                                    ("Laylat al-Qadryear (latent)", -5.560681631015528),
-                                    ("Shrove Tuesdayyear (latent)", -6.476972362889683),
+                                     -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),
                                     ("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-                                     -5.783825182329737),
-                                    ("<time-of-day> am|pmtomorrow", -5.783825182329737),
-                                    ("Yom Kippuryear (latent)", -6.476972362889683),
-                                    ("<day-of-month> (ordinal)Tuesday", -6.071507254781518),
-                                    ("<part-of-day> of <time>year (latent)", -6.476972362889683),
-                                    ("minutehour", -5.224209394394315),
-                                    ("Kaanum Pongalyear (latent)", -6.071507254781518),
-                                    ("Maha Saptamiyear (latent)", -6.476972362889683),
+                                     -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),
                                     ("at <time-of-day>in|during the <part-of-day>",
-                                     -6.071507254781518),
-                                    ("time-of-day (latent)tomorrow", -5.560681631015528),
-                                    ("part of daysat <time-of-day>", -6.071507254781518),
+                                     -6.073812288456735),
+                                    ("time-of-day (latent)tomorrow", -5.562986664690745),
+                                    ("part of daysat <time-of-day>", -6.073812288456735),
                                     ("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-                                     -4.462069342347418),
-                                    ("for <duration> from <time>December", -6.476972362889683),
-                                    ("tomorrow<time-of-day> sharp|exactly", -6.476972362889683),
+                                     -4.464374376022635),
+                                    ("for <duration> from <time>December", -6.4792773965649),
+                                    ("tomorrow<time-of-day> sharp|exactly", -6.4792773965649),
                                     ("Thursdayfrom <datetime> - <datetime> (interval)",
-                                     -5.224209394394315),
+                                     -5.226514428069532),
                                     ("intersect by \",\", \"of\", \"from\" for yearhhhmm",
-                                     -5.224209394394315),
-                                    ("time-of-day (latent)this <part-of-day>", -6.476972362889683),
-                                    ("Pentecostyear (latent)", -6.476972362889683),
+                                     -5.226514428069532),
+                                    ("time-of-day (latent)this <part-of-day>", -6.4792773965649),
+                                    ("Pentecostyear (latent)", -6.4792773965649),
                                     ("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-                                     -5.224209394394315),
-                                    ("<day-of-month> (ordinal)February", -6.476972362889683),
-                                    ("Eid al-Fitryear (latent)", -5.090678001769792),
+                                     -5.226514428069532),
+                                    ("<day-of-month> (ordinal)February", -6.4792773965649),
+                                    ("Eid al-Fitryear (latent)", -5.092983035445009),
                                     ("Vasant Panchamiin|during <named-month>|year",
-                                     -6.476972362889683),
-                                    ("Mondayin|during the <part-of-day>", -6.476972362889683),
-                                    ("Chhathin|during <named-month>|year", -6.476972362889683),
-                                    ("Diwaliin|during <named-month>|year", -6.476972362889683),
-                                    ("Vaisakhiin|during <named-month>|year", -6.476972362889683),
-                                    ("Guru Ravidass Jayantiyear (latent)", -5.224209394394315),
-                                    ("Raksha Bandhanyear (latent)", -6.476972362889683),
-                                    ("daysecond", -6.071507254781518),
+                                     -6.4792773965649),
+                                    ("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),
+                                    ("daysecond", -6.073812288456735),
                                     ("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-                                     -6.071507254781518),
-                                    ("Emancipation Dayyear (latent)", -5.783825182329737),
-                                    ("Ashurayear (latent)", -6.476972362889683),
-                                    ("Tuesdayin|during <named-month>|year", -6.476972362889683),
-                                    ("Chinese New Yearyear (latent)", -6.476972362889683),
-                                    ("tomorrowintersect", -6.476972362889683),
-                                    ("Lag BaOmeryear (latent)", -6.476972362889683),
+                                     -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),
                                     ("last weekend of <named-month>year (latent)",
-                                     -6.476972362889683),
-                                    ("Eid al-Adhayear (latent)", -4.336906199393412),
-                                    ("intersectin|during the <part-of-day>", -6.476972362889683),
-                                    ("Palm Sundayyear (latent)", -6.476972362889683),
-                                    ("Christmasat <time-of-day>", -6.476972362889683),
-                                    ("Passoveryear (latent)", -6.476972362889683),
-                                    ("Lazarus Saturdayyear (latent)", -6.476972362889683),
+                                     -6.4792773965649),
+                                    ("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),
                                     ("<day-of-month> (ordinal or number) <named-month>year (latent)",
-                                     -6.476972362889683),
-                                    ("Cyber Mondayyear (latent)", -6.071507254781518),
-                                    ("hhhmmon <day>", -5.560681631015528),
-                                    ("Yom HaShoahyear (latent)", -6.071507254781518),
+                                     -6.4792773965649),
+                                    ("Cyber Mondayyear (latent)", -6.073812288456735),
+                                    ("hhhmmon <day>", -5.562986664690745),
+                                    ("Yom HaShoahyear (latent)", -6.073812288456735),
                                     ("Thursday<datetime> - <datetime> (interval)",
-                                     -6.071507254781518),
+                                     -6.073812288456735),
                                     ("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
-                                     -6.476972362889683),
-                                    ("Septemberyear (latent)", -6.071507254781518),
+                                     -6.4792773965649),
+                                    ("Septemberyear (latent)", -6.073812288456735),
                                     ("Thursday<time-of-day> - <time-of-day> (interval)",
-                                     -4.972894966113409),
-                                    ("Halloweenyear (latent)", -6.476972362889683),
+                                     -4.975199999788626),
+                                    ("Halloweenyear (latent)", -6.4792773965649),
                                     ("<ordinal> last <cycle> of <time>year (latent)",
-                                     -6.071507254781518),
+                                     -6.073812288456735),
                                     ("from <time-of-day> - <time-of-day> (interval)on <day>",
-                                     -5.783825182329737),
+                                     -5.786130216004954),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
-                                     -6.476972362889683),
-                                    ("at <time-of-day>intersect", -5.560681631015528),
-                                    ("Rosh Hashanahyear (latent)", -5.783825182329737),
-                                    ("Dhanterasyear (latent)", -6.476972362889683),
-                                    ("Tu BiShvatyear (latent)", -6.476972362889683),
-                                    ("<day-of-month> (ordinal)December", -5.783825182329737),
-                                    ("Holiyear (latent)", -5.783825182329737),
+                                     -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),
                                     ("<time-of-day> - <time-of-day> (interval)tomorrow",
-                                     -6.476972362889683),
-                                    ("Holika Dahanyear (latent)", -5.783825182329737),
+                                     -6.4792773965649),
+                                    ("Holika Dahanyear (latent)", -5.786130216004954),
                                     ("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -6.071507254781518),
-                                    ("dayminute", -3.127068275615078),
-                                    ("Mawlidyear (latent)", -6.476972362889683),
+                                     -6.073812288456735),
+                                    ("dayminute", -3.129373309290295),
+                                    ("Mawlidyear (latent)", -6.4792773965649),
                                     ("from <datetime> - <datetime> (interval)on <day>",
-                                     -6.071507254781518),
+                                     -6.073812288456735),
                                     ("<datetime> - <datetime> (interval)tomorrow",
-                                     -6.476972362889683),
-                                    ("Jumu'atul-Widayear (latent)", -5.560681631015528),
-                                    ("minuteday", -2.7393027446063143),
+                                     -6.4792773965649),
+                                    ("Jumu'atul-Widayear (latent)", -5.562986664690745),
+                                    ("minuteday", -2.7416077782815313),
                                     ("absorption of , after named dayintersect",
-                                     -5.783825182329737),
-                                    ("intersectyear (latent)", -6.476972362889683),
-                                    ("Orthodox Easter Sundayyear (latent)", -6.476972362889683),
+                                     -5.786130216004954),
+                                    ("intersectyear (latent)", -6.4792773965649),
+                                    ("Orthodox Easter Sundayyear (latent)", -6.4792773965649),
                                     ("time-of-day (latent)in|within|after <duration>",
-                                     -6.476972362889683),
-                                    ("<ordinal> <cycle> of <time>year (latent)",
-                                     -6.476972362889683),
-                                    ("intersecthhhmm", -6.071507254781518),
+                                     -6.4792773965649),
+                                    ("<ordinal> <cycle> of <time>year (latent)", -6.4792773965649),
+                                    ("intersecthhhmm", -6.073812288456735),
                                     ("the <day-of-month> (ordinal)in|during the <part-of-day>",
-                                     -6.476972362889683),
-                                    ("Boss's Dayyear (latent)", -6.071507254781518),
+                                     -6.4792773965649),
+                                    ("Boss's Dayyear (latent)", -6.073812288456735),
                                     ("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -6.476972362889683),
-                                    ("Global Youth Service Dayyear (latent)", -6.476972362889683),
-                                    ("Dhanterasin|during <named-month>|year", -6.476972362889683),
-                                    ("Tisha B'Avyear (latent)", -6.476972362889683),
-                                    ("Isra and Mi'rajyear (latent)", -5.560681631015528),
-                                    ("at <time-of-day>on <day>", -4.867534450455582),
+                                     -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),
                                     ("at <time-of-day>absorption of , after named day",
-                                     -6.071507254781518),
+                                     -6.073812288456735),
                                     ("time-of-day (latent)<time> <part-of-day>",
-                                     -5.783825182329737),
-                                    ("Christmasyear (latent)", -6.071507254781518),
-                                    ("Naraka Chaturdashiyear (latent)", -6.071507254781518),
-                                    ("Thai Pongalin|during <named-month>|year", -6.476972362889683),
+                                     -5.786130216004954),
+                                    ("Christmasyear (latent)", -6.073812288456735),
+                                    ("Naraka Chaturdashiyear (latent)", -6.073812288456735),
+                                    ("Thai Pongalin|during <named-month>|year", -6.4792773965649),
                                     ("Emergency Medical Services Weekyear (latent)",
-                                     -6.476972362889683),
-                                    ("dayweek", -6.476972362889683),
-                                    ("Easter Sundayyear (latent)", -5.783825182329737),
+                                     -6.4792773965649),
+                                    ("dayweek", -6.4792773965649),
+                                    ("Easter Sundayyear (latent)", -5.786130216004954),
                                     ("between <time-of-day> and <time-of-day> (interval)on <day>",
-                                     -6.071507254781518),
-                                    ("weekyear", -5.378360074221573),
-                                    ("King's Dayyear (latent)", -4.972894966113409),
-                                    ("hh:mmin|during the <part-of-day>", -5.560681631015528),
+                                     -6.073812288456735),
+                                    ("weekyear", -5.38066510789679),
+                                    ("King's Dayyear (latent)", -4.975199999788626),
+                                    ("hh:mmin|during the <part-of-day>", -5.562986664690745),
                                     ("<cycle> after|before <time><time-of-day> am|pm",
-                                     -6.071507254781518),
-                                    ("Hanukkahyear (latent)", -5.783825182329737),
-                                    ("February<time> <part-of-day>", -6.476972362889683),
-                                    ("National Grandparents Dayyear (latent)", -6.476972362889683),
+                                     -6.073812288456735),
+                                    ("Hanukkahyear (latent)", -5.786130216004954),
+                                    ("February<time> <part-of-day>", -6.4792773965649),
+                                    ("National Grandparents Dayyear (latent)", -6.4792773965649),
                                     ("time-of-day (latent)in|during the <part-of-day>",
-                                     -6.476972362889683),
-                                    ("Great Lentyear (latent)", -6.476972362889683),
-                                    ("tomorrowat <time-of-day>", -5.783825182329737),
-                                    ("hhmm (latent)in|during the <part-of-day>",
-                                     -6.476972362889683),
-                                    ("Labor Dayyear (latent)", -6.476972362889683),
-                                    ("Ugadiyear (latent)", -5.090678001769792),
-                                    ("Vaisakhiyear (latent)", -5.783825182329737),
+                                     -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),
                                     ("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-                                     -5.783825182329737),
-                                    ("last <cycle> of <time>year (latent)", -5.783825182329737),
-                                    ("at <time-of-day>tomorrow", -6.071507254781518),
-                                    ("tomorrow<time-of-day> am|pm", -6.476972362889683),
-                                    ("President's Dayyear (latent)", -6.476972362889683),
+                                     -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),
                                     ("<named-month> <day-of-month> (non ordinal)year (latent)",
-                                     -6.476972362889683),
-                                    ("Diwaliyear (latent)", -6.476972362889683),
-                                    ("between <time> and <time>on <day>", -6.071507254781518),
-                                    ("Black Fridayyear (latent)", -6.071507254781518),
+                                     -6.4792773965649),
+                                    ("Diwaliyear (latent)", -6.4792773965649),
+                                    ("between <time> and <time>on <day>", -6.073812288456735),
+                                    ("Black Fridayyear (latent)", -6.073812288456735),
                                     ("the <ordinal> last <cycle> of <time>year (latent)",
-                                     -6.476972362889683),
+                                     -6.4792773965649),
                                     ("in|during the <part-of-day>at <time-of-day>",
-                                     -6.476972362889683),
-                                    ("Chhathyear (latent)", -6.071507254781518),
-                                    ("Vasant Panchamiyear (latent)", -6.476972362889683),
-                                    ("Tax Dayyear (latent)", -5.560681631015528),
-                                    ("Rabindra Jayantiyear (latent)", -5.224209394394315),
-                                    ("St Patrick's Dayyear (latent)", -6.476972362889683),
-                                    ("Thursday<time> (timezone)", -6.476972362889683),
+                                     -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),
                                     ("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-                                     -6.476972362889683),
-                                    ("Pargat Diwasyear (latent)", -5.224209394394315),
-                                    ("<datetime> - <datetime> (interval)July", -6.071507254781518),
+                                     -6.4792773965649),
+                                    ("Pargat Diwasyear (latent)", -5.226514428069532),
+                                    ("<datetime> - <datetime> (interval)July", -6.073812288456735),
                                     ("on <day><named-month> <day-of-month> (non ordinal)",
-                                     -5.783825182329737),
-                                    ("Februaryintersect", -6.476972362889683),
-                                    ("Mother's Dayyear (latent)", -6.476972362889683),
-                                    ("Simchat Torahyear (latent)", -6.476972362889683),
-                                    ("minuteyear", -6.476972362889683)],
-                               n = 502},
+                                     -5.786130216004954),
+                                    ("Februaryintersect", -6.4792773965649),
+                                    ("Mother's Dayyear (latent)", -6.4792773965649),
+                                    ("Simchat Torahyear (latent)", -6.4792773965649),
+                                    ("minuteyear", -6.4792773965649)],
+                               n = 503},
                    koData =
-                     ClassData{prior = -1.03399353968341, unseen = -6.7464121285733745,
+                     ClassData{prior = -1.0352764134962988, unseen = -6.747586526829315,
                                likelihoods =
                                  HashMap.fromList
-                                   [("Thursdayhhhmm", -4.548011772148143),
-                                    ("hourday", -3.654193896126046),
+                                   [("Thursdayhhhmm", -4.5491875512371545),
+                                    ("hourday", -3.6553696752150584),
                                     ("<hour-of-day> <integer><time-of-day> am|pm",
-                                     -6.052089168924417),
-                                    ("<day-of-month> (ordinal)August", -6.052089168924417),
-                                    ("dayhour", -3.377940519497888),
-                                    ("<time> timezoneyear (latent)", -5.358941988364472),
+                                     -6.053264948013429),
+                                    ("<day-of-month> (ordinal)August", -6.053264948013429),
+                                    ("dayhour", -3.3791162985869003),
+                                    ("<time> timezoneyear (latent)", -5.360117767453484),
                                     ("<time-of-day> - <time-of-day> (interval)on <day>",
-                                     -5.135798437050262),
-                                    ("Tuesdayfrom|since|after <time>", -5.358941988364472),
-                                    ("daymonth", -3.377940519497888),
-                                    ("monthyear", -4.799326200429049),
-                                    ("<time-of-day> am|pmyear (latent)", -5.358941988364472),
-                                    ("Thai Pongalyear (latent)", -5.358941988364472),
-                                    ("intersecthh:mm", -6.052089168924417),
+                                     -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),
                                     ("from <datetime> - <datetime> (interval)July",
-                                     -5.646624060816253),
-                                    ("<day-of-month> (ordinal)Wednesday", -6.052089168924417),
-                                    ("houryear", -4.665794807804526),
+                                     -5.6477998399052645),
+                                    ("<day-of-month> (ordinal)Wednesday", -6.053264948013429),
+                                    ("houryear", -4.666970586893538),
                                     ("from <time-of-day> - <time-of-day> (interval)July",
-                                     -6.052089168924417),
-                                    ("<day-of-month> (ordinal)October", -6.052089168924417),
+                                     -6.053264948013429),
+                                    ("<day-of-month> (ordinal)October", -6.053264948013429),
                                     ("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.358941988364472),
-                                    ("hournograin", -4.799326200429049),
-                                    ("<time-of-day> am|pmintersect", -4.799326200429049),
-                                    ("Octoberyear (latent)", -6.052089168924417),
+                                     -5.360117767453484),
+                                    ("hournograin", -4.800501979518061),
+                                    ("<time-of-day> am|pmintersect", -4.800501979518061),
+                                    ("Octoberyear (latent)", -6.053264948013429),
                                     ("time-of-day (latent)intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.646624060816253),
-                                    ("until <time>on <day>", -5.358941988364472),
-                                    ("time-of-day (latent)intersect", -5.358941988364472),
-                                    ("todayin <number> (implicit minutes)", -6.052089168924417),
+                                     -5.6477998399052645),
+                                    ("until <time>on <day>", -5.360117767453484),
+                                    ("time-of-day (latent)intersect", -5.360117767453484),
+                                    ("todayin <number> (implicit minutes)", -6.053264948013429),
                                     ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-                                     -5.358941988364472),
+                                     -5.360117767453484),
                                     ("about|exactly <time-of-day>year (latent)",
-                                     -6.052089168924417),
-                                    ("hh:mmon <day>", -4.799326200429049),
-                                    ("hhhmmintersect", -5.646624060816253),
-                                    ("absorption of , after named dayJuly", -5.135798437050262),
-                                    ("from|since|after <time>July", -5.646624060816253),
+                                     -6.053264948013429),
+                                    ("hh:mmon <day>", -4.800501979518061),
+                                    ("hhhmmintersect", -5.6477998399052645),
+                                    ("absorption of , after named dayJuly", -5.136974216139274),
+                                    ("from|since|after <time>July", -5.6477998399052645),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-                                     -5.135798437050262),
-                                    ("Clean Mondayyear (latent)", -6.052089168924417),
-                                    ("monthhour", -6.052089168924417),
+                                     -5.136974216139274),
+                                    ("Clean Mondayyear (latent)", -6.053264948013429),
+                                    ("monthhour", -6.053264948013429),
                                     ("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.646624060816253),
-                                    ("hourmonth", -4.180286992022825),
-                                    ("todayat <time-of-day>", -6.052089168924417),
-                                    ("hhhmmyear (latent)", -4.799326200429049),
-                                    ("from|since|after <time>December", -6.052089168924417),
+                                     -5.6477998399052645),
+                                    ("hourmonth", -4.181462771111837),
+                                    ("todayat <time-of-day>", -6.053264948013429),
+                                    ("hhhmmyear (latent)", -4.800501979518061),
+                                    ("from|since|after <time>December", -6.053264948013429),
                                     ("from|since|after <time><time-of-day> am|pm",
-                                     -6.052089168924417),
-                                    ("<time-of-day> am|pmon <day>", -4.799326200429049),
-                                    ("Mondayyear (latent)", -4.953476880256307),
-                                    ("dayday", -4.665794807804526),
-                                    ("mm/ddat <time-of-day>", -5.646624060816253),
-                                    ("on <day>September", -5.358941988364472),
-                                    ("time-of-day (latent)September", -5.646624060816253),
-                                    ("hourhour", -5.646624060816253),
-                                    ("time-of-day (latent)on <day>", -4.548011772148143),
+                                     -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),
                                     ("time-of-day (latent)<cycle> after|before <time>",
-                                     -5.646624060816253),
-                                    ("dayyear", -3.056356895370426),
-                                    ("Thursdaymm/dd", -6.052089168924417),
-                                    ("New Year's Dayyear (latent)", -5.135798437050262),
-                                    ("time-of-day (latent)Sunday", -5.646624060816253),
-                                    ("Thursdayfrom|since|after <time>", -4.347341076685992),
-                                    ("Thursdayat <time-of-day>", -4.442651256490317),
+                                     -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),
                                     ("<integer> to|till|before <hour-of-day>September",
-                                     -6.052089168924417),
-                                    ("Aprilyear (latent)", -6.052089168924417),
-                                    ("the <day-of-month> (ordinal)July", -6.052089168924417),
-                                    ("the <day-of-month> (number)July", -6.052089168924417),
-                                    ("monthminute", -6.052089168924417),
-                                    ("<time-of-day> am|pmtomorrow", -6.052089168924417),
-                                    ("Thursdayhh:mm", -5.135798437050262),
-                                    ("<day-of-month> (ordinal)Tuesday", -5.646624060816253),
-                                    ("minutemonth", -3.912023005428146),
-                                    ("time-of-day (latent)Friday", -5.646624060816253),
-                                    ("minutehour", -6.052089168924417),
-                                    ("Augustyear (latent)", -5.646624060816253),
-                                    ("week-endin|during <named-month>|year", -6.052089168924417),
-                                    ("time-of-day (latent)Tuesday", -5.646624060816253),
+                                     -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),
                                     ("mm/dd<time-of-day> - <time-of-day> (interval)",
-                                     -5.646624060816253),
+                                     -5.6477998399052645),
                                     ("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-                                     -6.052089168924417),
-                                    ("Sundayyear (latent)", -5.135798437050262),
-                                    ("Christmasat <time-of-day>", -6.052089168924417),
-                                    ("from|since|after <time>year (latent)", -4.953476880256307),
-                                    ("hhhmmon <day>", -5.135798437050262),
-                                    ("yesterday<time-of-day> am|pm", -6.052089168924417),
-                                    ("<day-of-month> (ordinal)July", -5.358941988364472),
+                                     -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),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-                                     -6.052089168924417),
-                                    ("mm/ddyear (latent)", -6.052089168924417),
+                                     -6.053264948013429),
+                                    ("mm/ddyear (latent)", -6.053264948013429),
                                     ("Thursday<time-of-day> - <time-of-day> (interval)",
-                                     -6.052089168924417),
+                                     -6.053264948013429),
                                     ("in|during <named-month>|yearyear (latent)",
-                                     -6.052089168924417),
-                                    ("at <time-of-day>intersect", -5.135798437050262),
-                                    ("hh:mmyear (latent)", -4.665794807804526),
-                                    ("Holiyear (latent)", -6.052089168924417),
-                                    ("until <time><time-of-day> am|pm", -6.052089168924417),
+                                     -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),
                                     ("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.646624060816253),
-                                    ("dayminute", -3.1898882879949486),
-                                    ("yyyy-mm-ddhh:mm", -5.646624060816253),
-                                    ("intersectfrom|since|after <time>", -5.646624060816253),
-                                    ("intersectSeptember", -4.180286992022825),
-                                    ("minuteday", -2.8950887477743037),
+                                     -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",
-                                     -6.052089168924417),
-                                    ("intersectyear (latent)", -6.052089168924417),
-                                    ("Februaryin|during the <part-of-day>", -6.052089168924417),
+                                     -6.053264948013429),
+                                    ("intersectyear (latent)", -6.053264948013429),
+                                    ("Februaryin|during the <part-of-day>", -6.053264948013429),
                                     ("<duration> after|before|from|past <time>December",
-                                     -6.052089168924417),
-                                    ("time-of-day (latent)July", -5.358941988364472),
-                                    ("Saturdayyear (latent)", -6.052089168924417),
+                                     -6.053264948013429),
+                                    ("time-of-day (latent)July", -5.360117767453484),
+                                    ("Saturdayyear (latent)", -6.053264948013429),
                                     ("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -6.052089168924417),
-                                    ("at <time-of-day>on <day>", -5.135798437050262),
+                                     -6.053264948013429),
+                                    ("at <time-of-day>on <day>", -5.136974216139274),
                                     ("absorption of , after named daySeptember",
-                                     -4.799326200429049),
-                                    ("Naraka Chaturdashiyear (latent)", -6.052089168924417),
-                                    ("from|since|after <time>on <day>", -5.135798437050262),
-                                    ("dayweek", -6.052089168924417),
-                                    ("Easter Sundayyear (latent)", -5.646624060816253),
-                                    ("Thursday<time-of-day> am|pm", -4.799326200429049),
-                                    ("weekyear", -5.646624060816253),
-                                    ("time-of-day (latent)Thursday", -5.646624060816253),
+                                     -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),
                                     ("<named-month> <day-of-month> (non ordinal)until <time>",
-                                     -6.052089168924417),
-                                    ("<day-of-month> (ordinal)April", -6.052089168924417),
+                                     -6.053264948013429),
+                                    ("<day-of-month> (ordinal)April", -6.053264948013429),
                                     ("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-                                     -5.646624060816253),
+                                     -5.6477998399052645),
                                     ("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-                                     -5.358941988364472),
-                                    ("Sundayfrom|since|after <time>", -6.052089168924417),
-                                    ("absorption of , after named dayFebruary", -5.135798437050262),
+                                     -5.360117767453484),
+                                    ("Sundayfrom|since|after <time>", -6.053264948013429),
+                                    ("absorption of , after named dayFebruary", -5.136974216139274),
                                     ("time-of-day (latent)in|during the <part-of-day>",
-                                     -5.646624060816253),
+                                     -5.6477998399052645),
                                     ("July<integer> to|till|before <hour-of-day>",
-                                     -6.052089168924417),
-                                    ("tomorrowat <time-of-day>", -6.052089168924417),
-                                    ("daynograin", -5.646624060816253),
+                                     -6.053264948013429),
+                                    ("tomorrowat <time-of-day>", -6.053264948013429),
+                                    ("daynograin", -5.6477998399052645),
                                     ("<integer> to|till|before <hour-of-day>July",
-                                     -5.646624060816253),
-                                    ("last <cycle> of <time>year (latent)", -5.646624060816253),
-                                    ("tomorrow<time-of-day> am|pm", -6.052089168924417),
+                                     -5.6477998399052645),
+                                    ("last <cycle> of <time>year (latent)", -5.6477998399052645),
+                                    ("tomorrow<time-of-day> am|pm", -6.053264948013429),
                                     ("<named-month> <day-of-month> (non ordinal)year (latent)",
-                                     -5.358941988364472),
-                                    ("Diwaliyear (latent)", -5.646624060816253),
+                                     -5.360117767453484),
+                                    ("Diwaliyear (latent)", -5.6477998399052645),
                                     ("<time-of-day> - <time-of-day> (interval)July",
-                                     -6.052089168924417),
-                                    ("Fridayyear (latent)", -5.646624060816253),
-                                    ("time-of-day (latent)April", -6.052089168924417),
-                                    ("minuteyear", -3.8548645915881976)],
+                                     -6.053264948013429),
+                                    ("Fridayyear (latent)", -5.6477998399052645),
+                                    ("time-of-day (latent)April", -6.053264948013429),
+                                    ("minuteyear", -3.8560403706772095)],
                                n = 277}}),
        ("one eleven",
         Classifier{okData =
@@ -1612,14 +1608,15 @@ classifiers
                                likelihoods = HashMap.fromList [], n = 0}}),
        ("year (latent)",
         Classifier{okData =
-                     ClassData{prior = -0.13201815147825544, unseen = -5.53338948872752,
+                     ClassData{prior = -0.13152134169649837,
+                               unseen = -5.537334267018537,
                                likelihoods =
                                  HashMap.fromList
-                                   [("integer (numeric)", -2.409755157906053e-2),
-                                    ("intersect 2 numbers", -4.143134726391533)],
-                               n = 248},
+                                   [("integer (numeric)", -2.4001152099543014e-2),
+                                    ("intersect 2 numbers", -4.1470951276076295)],
+                               n = 249},
                    koData =
-                     ClassData{prior = -2.0900988361538237,
+                     ClassData{prior = -2.0936261766717923,
                                unseen = -3.6888794541139363,
                                likelihoods =
                                  HashMap.fromList
@@ -2177,6 +2174,13 @@ classifiers
                    koData =
                      ClassData{prior = -infinity, unseen = -0.6931471805599453,
                                likelihoods = HashMap.fromList [], n = 0}}),
+       ("Ratha-Yatra",
+        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}}),
        ("Palm Sunday",
         Classifier{okData =
                      ClassData{prior = 0.0, unseen = -1.3862943611198906,
diff --git a/Duckling/Ranking/Classifiers/EN_XX.hs b/Duckling/Ranking/Classifiers/EN_XX.hs
index 077b003b..f572ae57 100644
--- a/Duckling/Ranking/Classifiers/EN_XX.hs
+++ b/Duckling/Ranking/Classifiers/EN_XX.hs
@@ -83,10 +83,10 @@ classifiers
                                likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
        ("integer (numeric)",
         Classifier{okData =
-                     ClassData{prior = -0.596616744350391, unseen = -6.115892125483034,
-                               likelihoods = HashMap.fromList [("", 0.0)], n = 451},
+                     ClassData{prior = -0.5956221604260675, unseen = -6.118097198041348,
+                               likelihoods = HashMap.fromList [("", 0.0)], n = 452},
                    koData =
-                     ClassData{prior = -0.8000011456841385, unseen = -5.91350300563827,
+                     ClassData{prior = -0.8012214020893679, unseen = -5.91350300563827,
                                likelihoods = HashMap.fromList [("", 0.0)], n = 368}}),
        ("<year> (bc|ad)",
         Classifier{okData =
@@ -867,437 +867,433 @@ classifiers
                                likelihoods = HashMap.fromList [], n = 0}}),
        ("intersect",
         Classifier{okData =
-                     ClassData{prior = -0.45864737356847357,
-                               unseen = -7.1180162044653335,
+                     ClassData{prior = -0.4578758771196149,
+                               unseen = -7.1204443723924875,
                                likelihoods =
                                  HashMap.fromList
-                                   [("Navaratriyear (latent)", -6.424058322604399),
-                                    ("Karva Chauthyear (latent)", -6.424058322604399),
+                                   [("Navaratriyear (latent)", -6.42648845745769),
+                                    ("Karva Chauthyear (latent)", -6.42648845745769),
                                     ("<day-of-month> (ordinal)in|during the <part-of-day>",
-                                     -6.424058322604399),
-                                    ("Maha Shivaratriyear (latent)", -6.424058322604399),
-                                    ("Ramadanyear (latent)", -5.171295354109031),
+                                     -6.42648845745769),
+                                    ("Maha Shivaratriyear (latent)", -6.42648845745769),
+                                    ("Ramadanyear (latent)", -5.173725488962322),
                                     ("<datetime> - <datetime> (interval)on <day>",
-                                     -5.037763961484508),
-                                    ("Bhai Doojyear (latent)", -6.424058322604399),
-                                    ("hourday", -4.409155302062135),
-                                    ("dayhour", -3.4796193434379585),
+                                     -5.0401940963378005),
+                                    ("Bhai Doojyear (latent)", -6.42648845745769),
+                                    ("hourday", -4.411585436915426),
+                                    ("dayhour", -3.4820494782912506),
                                     ("<time-of-day> - <time-of-day> (interval)on <day>",
-                                     -5.037763961484508),
-                                    ("Martin Luther King's Dayyear (latent)", -6.018593214496234),
-                                    ("Shemini Atzeretyear (latent)", -6.424058322604399),
-                                    ("daymonth", -4.283992159108128),
-                                    ("monthday", -6.018593214496234),
-                                    ("monthyear", -4.552256145702808),
-                                    ("Yom Ha'atzmautyear (latent)", -6.424058322604399),
-                                    ("Vijayadashamiyear (latent)", -6.424058322604399),
-                                    ("Thanksgiving Dayyear (latent)", -5.32544603393629),
-                                    ("Thai Pongalyear (latent)", -5.730911142044453),
-                                    ("Thiru Onamyear (latent)", -5.730911142044453),
-                                    ("hhhmmabsorption of , after named day", -6.424058322604399),
-                                    ("Tuesdaythe <day-of-month> (ordinal)", -6.424058322604399),
+                                     -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),
                                     ("from <datetime> - <datetime> (interval)July",
-                                     -5.507767590730244),
-                                    ("<day-of-month> (ordinal)Wednesday", -6.424058322604399),
-                                    ("Krishna Janmashtamiyear (latent)", -6.018593214496234),
-                                    ("Guru Gobind Singh Jayantiyear (latent)", -6.424058322604399),
-                                    ("houryear", -5.507767590730244),
+                                     -5.510197725583536),
+                                    ("<day-of-month> (ordinal)Wednesday", -6.42648845745769),
+                                    ("Krishna Janmashtamiyear (latent)", -6.021023349349527),
+                                    ("Guru Gobind Singh Jayantiyear (latent)", -6.42648845745769),
+                                    ("houryear", -5.510197725583536),
                                     ("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-                                     -6.424058322604399),
-                                    ("Christmas<time-of-day> am|pm", -6.424058322604399),
-                                    ("<day-of-month> (ordinal)October", -6.424058322604399),
+                                     -6.42648845745769),
+                                    ("Christmas<time-of-day> am|pm", -6.42648845745769),
+                                    ("<day-of-month> (ordinal)October", -6.42648845745769),
                                     ("last <day-of-week> of <time>year (latent)",
-                                     -6.424058322604399),
+                                     -6.42648845745769),
                                     ("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.730911142044453),
-                                    ("intersectin|during <named-month>|year", -6.424058322604399),
-                                    ("<time-of-day> am|pmintersect", -5.171295354109031),
-                                    ("Earth Houryear (latent)", -6.424058322604399),
-                                    ("Octoberyear (latent)", -4.814620410170298),
-                                    ("intersect<time-of-day> am|pm", -6.424058322604399),
-                                    ("Mattu Pongalyear (latent)", -6.424058322604399),
-                                    ("Shavuotyear (latent)", -6.424058322604399),
-                                    ("Parsi New Yearyear (latent)", -5.507767590730244),
+                                     -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),
                                     ("at <time-of-day>in|within|after <duration>",
-                                     -6.424058322604399),
-                                    ("Thursdayhh(:mm) - <time-of-day> am|pm", -6.424058322604399),
-                                    ("todayin|within|after <duration>", -6.424058322604399),
+                                     -6.42648845745769),
+                                    ("Thursdayhh(:mm) - <time-of-day> am|pm", -6.42648845745769),
+                                    ("todayin|within|after <duration>", -6.42648845745769),
                                     ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-                                     -6.018593214496234),
-                                    ("Marchyear (latent)", -6.424058322604399),
+                                     -6.021023349349527),
+                                    ("Marchyear (latent)", -6.42648845745769),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"hhhmm",
-                                     -6.018593214496234),
-                                    ("Sukkotyear (latent)", -6.018593214496234),
-                                    ("hhhmmintersect", -6.018593214496234),
+                                     -6.021023349349527),
+                                    ("Sukkotyear (latent)", -6.021023349349527),
+                                    ("hhhmmintersect", -6.021023349349527),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-                                     -6.018593214496234),
-                                    ("Clean Mondayyear (latent)", -6.018593214496234),
-                                    ("monthhour", -6.018593214496234),
+                                     -6.021023349349527),
+                                    ("Clean Mondayyear (latent)", -6.021023349349527),
+                                    ("monthhour", -6.021023349349527),
                                     ("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.730911142044453),
-                                    ("todayat <time-of-day>", -6.424058322604399),
-                                    ("Thursday<time> timezone", -4.026163049806028),
-                                    ("time-of-day (latent)tonight", -6.018593214496234),
-                                    ("from|since|after <time>December", -6.424058322604399),
-                                    ("<time-of-day> am|pmon <day>", -4.409155302062135),
-                                    ("this <time>hh(:mm) - <time-of-day> am|pm",
-                                     -6.424058322604399),
-                                    ("yyyy-mm-ddhh:mm:ss", -6.018593214496234),
-                                    ("dayday", -3.7160081215021887),
-                                    ("<time> <part-of-day>at <time-of-day>", -6.424058322604399),
-                                    ("mm/ddat <time-of-day>", -5.730911142044453),
-                                    ("tonightat <time-of-day>", -6.424058322604399),
+                                     -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),
                                     ("<time-of-day> am|pmabsorption of , after named day",
-                                     -5.730911142044453),
-                                    ("Dayananda Saraswati Jayantiyear (latent)",
-                                     -6.424058322604399),
-                                    ("today<time-of-day> am|pm", -6.424058322604399),
-                                    ("Februarythe <day-of-month> (ordinal)", -6.018593214496234),
-                                    ("at <time-of-day><time> <part-of-day>", -6.424058322604399),
-                                    ("<day-of-month> (ordinal)intersect", -5.730911142044453),
-                                    ("mm/dd<time-of-day> am|pm", -6.424058322604399),
-                                    ("hourhour", -4.344616780924563),
-                                    ("Mahavir Jayantiyear (latent)", -6.018593214496234),
-                                    ("Navaratriin|during <named-month>|year", -6.424058322604399),
-                                    ("Wednesdaythis|last|next <cycle>", -6.424058322604399),
-                                    ("Lentyear (latent)", -6.424058322604399),
+                                     -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),
+                                    ("Lentyear (latent)", -6.42648845745769),
                                     ("intersect<named-month> <day-of-month> (non ordinal)",
-                                     -4.552256145702808),
-                                    ("Boghiyear (latent)", -6.424058322604399),
-                                    ("dayyear", -1.8701814310038583),
-                                    ("Karva Chauthin|during <named-month>|year",
-                                     -6.424058322604399),
-                                    ("Thursdayfrom|since|after <time>", -6.018593214496234),
+                                     -4.5546862805560995),
+                                    ("Boghiyear (latent)", -6.42648845745769),
+                                    ("dayyear", -1.8673622099710063),
+                                    ("Karva Chauthin|during <named-month>|year", -6.42648845745769),
+                                    ("Thursdayfrom|since|after <time>", -6.021023349349527),
                                     ("<time-of-day> o'clockin|during the <part-of-day>",
-                                     -6.424058322604399),
-                                    ("Thursdayat <time-of-day>", -5.730911142044453),
-                                    ("Islamic New Yearyear (latent)", -6.018593214496234),
-                                    ("Laylat al-Qadryear (latent)", -5.507767590730244),
-                                    ("Shrove Tuesdayyear (latent)", -6.424058322604399),
+                                     -6.42648845745769),
+                                    ("Thursdayat <time-of-day>", -5.733341276897745),
+                                    ("Islamic New Yearyear (latent)", -6.021023349349527),
+                                    ("Laylat al-Qadryear (latent)", -5.510197725583536),
+                                    ("Shrove Tuesdayyear (latent)", -6.42648845745769),
                                     ("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-                                     -5.730911142044453),
-                                    ("<time-of-day> am|pmtomorrow", -5.730911142044453),
-                                    ("Yom Kippuryear (latent)", -6.424058322604399),
-                                    ("<day-of-month> (ordinal)Tuesday", -6.018593214496234),
-                                    ("<part-of-day> of <time>year (latent)", -6.424058322604399),
-                                    ("minutehour", -5.171295354109031),
-                                    ("Kaanum Pongalyear (latent)", -6.018593214496234),
-                                    ("Maha Saptamiyear (latent)", -6.424058322604399),
+                                     -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),
                                     ("at <time-of-day>in|during the <part-of-day>",
-                                     -6.018593214496234),
-                                    ("time-of-day (latent)tomorrow", -5.507767590730244),
-                                    ("part of daysat <time-of-day>", -6.018593214496234),
+                                     -6.021023349349527),
+                                    ("time-of-day (latent)tomorrow", -5.510197725583536),
+                                    ("part of daysat <time-of-day>", -6.021023349349527),
                                     ("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-                                     -4.409155302062135),
-                                    ("for <duration> from <time>December", -6.424058322604399),
-                                    ("tomorrow<time-of-day> sharp|exactly", -6.424058322604399),
+                                     -4.411585436915426),
+                                    ("for <duration> from <time>December", -6.42648845745769),
+                                    ("tomorrow<time-of-day> sharp|exactly", -6.42648845745769),
                                     ("Thursdayfrom <datetime> - <datetime> (interval)",
-                                     -5.171295354109031),
+                                     -5.173725488962322),
                                     ("intersect by \",\", \"of\", \"from\" for yearhhhmm",
-                                     -5.171295354109031),
-                                    ("time-of-day (latent)this <part-of-day>", -6.424058322604399),
-                                    ("Pentecostyear (latent)", -6.424058322604399),
+                                     -5.173725488962322),
+                                    ("time-of-day (latent)this <part-of-day>", -6.42648845745769),
+                                    ("Pentecostyear (latent)", -6.42648845745769),
                                     ("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-                                     -5.171295354109031),
-                                    ("<day-of-month> (ordinal)February", -6.424058322604399),
-                                    ("Eid al-Fitryear (latent)", -5.037763961484508),
+                                     -5.173725488962322),
+                                    ("<day-of-month> (ordinal)February", -6.42648845745769),
+                                    ("Eid al-Fitryear (latent)", -5.0401940963378005),
                                     ("Vasant Panchamiin|during <named-month>|year",
-                                     -6.424058322604399),
-                                    ("Mondayin|during the <part-of-day>", -6.424058322604399),
-                                    ("Chhathin|during <named-month>|year", -6.424058322604399),
-                                    ("Diwaliin|during <named-month>|year", -6.424058322604399),
-                                    ("Vaisakhiin|during <named-month>|year", -6.424058322604399),
-                                    ("Guru Ravidass Jayantiyear (latent)", -5.171295354109031),
-                                    ("Raksha Bandhanyear (latent)", -6.424058322604399),
-                                    ("daysecond", -6.018593214496234),
+                                     -6.42648845745769),
+                                    ("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),
+                                    ("daysecond", -6.021023349349527),
                                     ("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-                                     -6.018593214496234),
-                                    ("Ashurayear (latent)", -6.424058322604399),
-                                    ("Tuesdayin|during <named-month>|year", -6.424058322604399),
-                                    ("Chinese New Yearyear (latent)", -6.424058322604399),
-                                    ("tomorrowintersect", -6.424058322604399),
-                                    ("Lag BaOmeryear (latent)", -6.424058322604399),
+                                     -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),
                                     ("last weekend of <named-month>year (latent)",
-                                     -6.424058322604399),
-                                    ("Eid al-Adhayear (latent)", -4.283992159108128),
-                                    ("intersectin|during the <part-of-day>", -6.424058322604399),
-                                    ("Palm Sundayyear (latent)", -6.424058322604399),
-                                    ("Christmasat <time-of-day>", -6.424058322604399),
-                                    ("Passoveryear (latent)", -6.424058322604399),
-                                    ("Lazarus Saturdayyear (latent)", -6.424058322604399),
+                                     -6.42648845745769),
+                                    ("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),
                                     ("<day-of-month> (ordinal or number) <named-month>year (latent)",
-                                     -6.018593214496234),
-                                    ("hhhmmon <day>", -5.507767590730244),
-                                    ("Yom HaShoahyear (latent)", -6.018593214496234),
+                                     -6.021023349349527),
+                                    ("hhhmmon <day>", -5.510197725583536),
+                                    ("Yom HaShoahyear (latent)", -6.021023349349527),
                                     ("Thursday<datetime> - <datetime> (interval)",
-                                     -6.018593214496234),
+                                     -6.021023349349527),
                                     ("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
-                                     -6.424058322604399),
-                                    ("Septemberyear (latent)", -6.018593214496234),
+                                     -6.42648845745769),
+                                    ("Septemberyear (latent)", -6.021023349349527),
                                     ("Thursday<time-of-day> - <time-of-day> (interval)",
-                                     -4.919980925828125),
-                                    ("Halloweenyear (latent)", -6.424058322604399),
+                                     -4.922411060681417),
+                                    ("Halloweenyear (latent)", -6.42648845745769),
                                     ("<ordinal> last <cycle> of <time>year (latent)",
-                                     -6.018593214496234),
+                                     -6.021023349349527),
                                     ("from <time-of-day> - <time-of-day> (interval)on <day>",
-                                     -5.730911142044453),
+                                     -5.733341276897745),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
-                                     -6.424058322604399),
-                                    ("at <time-of-day>intersect", -5.507767590730244),
-                                    ("Rosh Hashanahyear (latent)", -5.730911142044453),
-                                    ("Dhanterasyear (latent)", -6.424058322604399),
-                                    ("Tu BiShvatyear (latent)", -6.424058322604399),
-                                    ("<day-of-month> (ordinal)December", -5.730911142044453),
-                                    ("Holiyear (latent)", -5.730911142044453),
+                                     -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),
                                     ("<time-of-day> - <time-of-day> (interval)tomorrow",
-                                     -6.424058322604399),
-                                    ("Holika Dahanyear (latent)", -5.730911142044453),
+                                     -6.42648845745769),
+                                    ("Holika Dahanyear (latent)", -5.733341276897745),
                                     ("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -6.018593214496234),
-                                    ("dayminute", -3.039668059258625),
-                                    ("Mawlidyear (latent)", -6.424058322604399),
+                                     -6.021023349349527),
+                                    ("dayminute", -3.0420981941119165),
+                                    ("Mawlidyear (latent)", -6.42648845745769),
                                     ("from <datetime> - <datetime> (interval)on <day>",
-                                     -6.018593214496234),
+                                     -6.021023349349527),
                                     ("<datetime> - <datetime> (interval)tomorrow",
-                                     -6.424058322604399),
-                                    ("Jumu'atul-Widayear (latent)", -5.507767590730244),
-                                    ("minuteday", -2.686388704321031),
+                                     -6.42648845745769),
+                                    ("Jumu'atul-Widayear (latent)", -5.510197725583536),
+                                    ("minuteday", -2.6888188391743224),
                                     ("absorption of , after named dayintersect",
-                                     -5.730911142044453),
-                                    ("intersectyear (latent)", -6.018593214496234),
-                                    ("Orthodox Easter Sundayyear (latent)", -6.424058322604399),
+                                     -5.733341276897745),
+                                    ("intersectyear (latent)", -6.021023349349527),
+                                    ("Orthodox Easter Sundayyear (latent)", -6.42648845745769),
                                     ("time-of-day (latent)in|within|after <duration>",
-                                     -6.424058322604399),
-                                    ("<ordinal> <cycle> of <time>year (latent)",
-                                     -6.424058322604399),
-                                    ("intersecthhhmm", -6.018593214496234),
+                                     -6.42648845745769),
+                                    ("<ordinal> <cycle> of <time>year (latent)", -6.42648845745769),
+                                    ("intersecthhhmm", -6.021023349349527),
                                     ("the <day-of-month> (ordinal)in|during the <part-of-day>",
-                                     -6.424058322604399),
-                                    ("Boss's Dayyear (latent)", -6.018593214496234),
+                                     -6.42648845745769),
+                                    ("Boss's Dayyear (latent)", -6.021023349349527),
                                     ("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -6.424058322604399),
-                                    ("Global Youth Service Dayyear (latent)", -6.424058322604399),
-                                    ("Dhanterasin|during <named-month>|year", -6.424058322604399),
-                                    ("Tisha B'Avyear (latent)", -6.424058322604399),
-                                    ("Isra and Mi'rajyear (latent)", -5.507767590730244),
-                                    ("at <time-of-day>on <day>", -4.814620410170298),
+                                     -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),
                                     ("at <time-of-day>absorption of , after named day",
-                                     -6.018593214496234),
+                                     -6.021023349349527),
                                     ("time-of-day (latent)<time> <part-of-day>",
-                                     -5.730911142044453),
-                                    ("Christmasyear (latent)", -6.018593214496234),
-                                    ("Naraka Chaturdashiyear (latent)", -6.018593214496234),
-                                    ("Thai Pongalin|during <named-month>|year", -6.424058322604399),
-                                    ("dayweek", -6.424058322604399),
-                                    ("Easter Sundayyear (latent)", -5.730911142044453),
+                                     -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),
                                     ("between <time-of-day> and <time-of-day> (interval)on <day>",
-                                     -6.018593214496234),
-                                    ("weekyear", -5.32544603393629),
-                                    ("King's Dayyear (latent)", -4.919980925828125),
-                                    ("hh:mmin|during the <part-of-day>", -5.507767590730244),
+                                     -6.021023349349527),
+                                    ("weekyear", -5.327876168789581),
+                                    ("King's Dayyear (latent)", -4.922411060681417),
+                                    ("hh:mmin|during the <part-of-day>", -5.510197725583536),
                                     ("<cycle> after|before <time><time-of-day> am|pm",
-                                     -6.018593214496234),
-                                    ("Hanukkahyear (latent)", -5.730911142044453),
-                                    ("February<time> <part-of-day>", -6.424058322604399),
+                                     -6.021023349349527),
+                                    ("Hanukkahyear (latent)", -5.733341276897745),
+                                    ("February<time> <part-of-day>", -6.42648845745769),
                                     ("time-of-day (latent)in|during the <part-of-day>",
-                                     -6.424058322604399),
-                                    ("Great Lentyear (latent)", -6.424058322604399),
-                                    ("tomorrowat <time-of-day>", -5.730911142044453),
-                                    ("hhmm (latent)in|during the <part-of-day>",
-                                     -6.424058322604399),
-                                    ("Ugadiyear (latent)", -5.037763961484508),
-                                    ("Vaisakhiyear (latent)", -5.730911142044453),
+                                     -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),
                                     ("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-                                     -5.730911142044453),
-                                    ("last <cycle> of <time>year (latent)", -5.730911142044453),
-                                    ("at <time-of-day>tomorrow", -6.018593214496234),
-                                    ("tomorrow<time-of-day> am|pm", -6.424058322604399),
+                                     -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),
                                     ("<named-month> <day-of-month> (non ordinal)year (latent)",
-                                     -6.424058322604399),
-                                    ("Diwaliyear (latent)", -6.424058322604399),
-                                    ("between <time> and <time>on <day>", -6.018593214496234),
-                                    ("Black Fridayyear (latent)", -6.018593214496234),
+                                     -6.42648845745769),
+                                    ("Diwaliyear (latent)", -6.42648845745769),
+                                    ("between <time> and <time>on <day>", -6.021023349349527),
+                                    ("Black Fridayyear (latent)", -6.021023349349527),
                                     ("the <ordinal> last <cycle> of <time>year (latent)",
-                                     -6.424058322604399),
+                                     -6.42648845745769),
                                     ("in|during the <part-of-day>at <time-of-day>",
-                                     -6.424058322604399),
-                                    ("Chhathyear (latent)", -6.018593214496234),
-                                    ("Vasant Panchamiyear (latent)", -6.424058322604399),
-                                    ("Rabindra Jayantiyear (latent)", -5.171295354109031),
-                                    ("St Patrick's Dayyear (latent)", -6.424058322604399),
-                                    ("Thursday<time> (timezone)", -6.424058322604399),
+                                     -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),
                                     ("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-                                     -6.424058322604399),
-                                    ("Pargat Diwasyear (latent)", -5.171295354109031),
-                                    ("<datetime> - <datetime> (interval)July", -6.018593214496234),
+                                     -6.42648845745769),
+                                    ("Pargat Diwasyear (latent)", -5.173725488962322),
+                                    ("<datetime> - <datetime> (interval)July", -6.021023349349527),
                                     ("on <day><named-month> <day-of-month> (non ordinal)",
-                                     -5.730911142044453),
-                                    ("Februaryintersect", -6.424058322604399),
-                                    ("Simchat Torahyear (latent)", -6.424058322604399),
-                                    ("minuteyear", -6.424058322604399)],
-                               n = 476},
+                                     -5.733341276897745),
+                                    ("Februaryintersect", -6.42648845745769),
+                                    ("Simchat Torahyear (latent)", -6.42648845745769),
+                                    ("minuteyear", -6.42648845745769)],
+                               n = 477},
                    koData =
-                     ClassData{prior = -1.000047721612555, unseen = -6.728628613084702,
+                     ClassData{prior = -1.0013748618206175, unseen = -6.729824070489475,
                                likelihoods =
                                  HashMap.fromList
-                                   [("Thursdayhhhmm", -4.530207147514636),
-                                    ("hourday", -3.63638927149254),
+                                   [("Thursdayhhhmm", -4.531404035748483),
+                                    ("hourday", -3.6375861597263857),
                                     ("<hour-of-day> <integer><time-of-day> am|pm",
-                                     -6.0342845442909105),
-                                    ("<day-of-month> (ordinal)August", -6.0342845442909105),
-                                    ("dayhour", -3.2934445203657092),
-                                    ("<time> timezoneyear (latent)", -5.341137363730965),
+                                     -6.035481432524756),
+                                    ("<day-of-month> (ordinal)August", -6.035481432524756),
+                                    ("dayhour", -3.2946414085995555),
+                                    ("<time> timezoneyear (latent)", -5.342334251964811),
                                     ("<time-of-day> - <time-of-day> (interval)on <day>",
-                                     -5.117993812416755),
-                                    ("Tuesdayfrom|since|after <time>", -5.341137363730965),
-                                    ("daymonth", -3.3601358948643814),
-                                    ("monthyear", -4.7815215757955425),
-                                    ("<time-of-day> am|pmyear (latent)", -5.341137363730965),
-                                    ("Thai Pongalyear (latent)", -5.341137363730965),
-                                    ("intersecthh:mm", -6.0342845442909105),
+                                     -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),
                                     ("from <datetime> - <datetime> (interval)July",
-                                     -5.628819436182746),
-                                    ("<day-of-month> (ordinal)Wednesday", -6.0342845442909105),
-                                    ("houryear", -4.64799018317102),
+                                     -5.630016324416592),
+                                    ("<day-of-month> (ordinal)Wednesday", -6.035481432524756),
+                                    ("houryear", -4.6491870714048655),
                                     ("from <time-of-day> - <time-of-day> (interval)July",
-                                     -6.0342845442909105),
-                                    ("<day-of-month> (ordinal)October", -6.0342845442909105),
+                                     -6.035481432524756),
+                                    ("<day-of-month> (ordinal)October", -6.035481432524756),
                                     ("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.341137363730965),
-                                    ("hournograin", -4.7815215757955425),
-                                    ("<time-of-day> am|pmintersect", -4.7815215757955425),
-                                    ("Octoberyear (latent)", -6.0342845442909105),
+                                     -5.342334251964811),
+                                    ("hournograin", -4.782718464029388),
+                                    ("<time-of-day> am|pmintersect", -4.782718464029388),
+                                    ("Octoberyear (latent)", -6.035481432524756),
                                     ("time-of-day (latent)intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.628819436182746),
-                                    ("until <time>on <day>", -5.341137363730965),
-                                    ("time-of-day (latent)intersect", -5.341137363730965),
-                                    ("todayin <number> (implicit minutes)", -6.0342845442909105),
+                                     -5.630016324416592),
+                                    ("until <time>on <day>", -5.342334251964811),
+                                    ("time-of-day (latent)intersect", -5.342334251964811),
+                                    ("todayin <number> (implicit minutes)", -6.035481432524756),
                                     ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-                                     -5.341137363730965),
+                                     -5.342334251964811),
                                     ("about|exactly <time-of-day>year (latent)",
-                                     -6.0342845442909105),
-                                    ("hh:mmon <day>", -4.7815215757955425),
-                                    ("hhhmmintersect", -5.628819436182746),
-                                    ("absorption of , after named dayJuly", -5.117993812416755),
-                                    ("from|since|after <time>July", -5.628819436182746),
+                                     -6.035481432524756),
+                                    ("hh:mmon <day>", -4.782718464029388),
+                                    ("hhhmmintersect", -5.630016324416592),
+                                    ("absorption of , after named dayJuly", -5.119190700650601),
+                                    ("from|since|after <time>July", -5.630016324416592),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-                                     -5.117993812416755),
-                                    ("Clean Mondayyear (latent)", -6.0342845442909105),
-                                    ("monthhour", -6.0342845442909105),
+                                     -5.119190700650601),
+                                    ("Clean Mondayyear (latent)", -6.035481432524756),
+                                    ("monthhour", -6.035481432524756),
                                     ("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.628819436182746),
-                                    ("hourmonth", -4.162482367389319),
-                                    ("todayat <time-of-day>", -6.0342845442909105),
-                                    ("hhhmmyear (latent)", -4.7815215757955425),
-                                    ("from|since|after <time>December", -6.0342845442909105),
+                                     -5.630016324416592),
+                                    ("hourmonth", -4.1636792556231645),
+                                    ("todayat <time-of-day>", -6.035481432524756),
+                                    ("hhhmmyear (latent)", -4.782718464029388),
+                                    ("from|since|after <time>December", -6.035481432524756),
                                     ("from|since|after <time><time-of-day> am|pm",
-                                     -6.0342845442909105),
-                                    ("<time-of-day> am|pmon <day>", -4.7815215757955425),
-                                    ("Mondayyear (latent)", -5.341137363730965),
-                                    ("dayday", -4.64799018317102),
-                                    ("mm/ddat <time-of-day>", -5.117993812416755),
-                                    ("on <day>September", -5.341137363730965),
-                                    ("time-of-day (latent)September", -5.628819436182746),
-                                    ("hourhour", -5.628819436182746),
-                                    ("time-of-day (latent)on <day>", -4.530207147514636),
+                                     -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),
                                     ("time-of-day (latent)<cycle> after|before <time>",
-                                     -5.628819436182746),
-                                    ("dayyear", -3.08984556512447),
-                                    ("Thursdaymm/dd", -6.0342845442909105),
-                                    ("New Year's Dayyear (latent)", -5.117993812416755),
-                                    ("time-of-day (latent)Sunday", -5.628819436182746),
-                                    ("Thursdayfrom|since|after <time>", -4.329536452052485),
-                                    ("Thursdayat <time-of-day>", -4.42484663185681),
+                                     -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),
                                     ("<integer> to|till|before <hour-of-day>September",
-                                     -6.0342845442909105),
-                                    ("Aprilyear (latent)", -6.0342845442909105),
-                                    ("the <day-of-month> (ordinal)July", -6.0342845442909105),
-                                    ("the <day-of-month> (number)July", -6.0342845442909105),
-                                    ("monthminute", -6.0342845442909105),
-                                    ("<time-of-day> am|pmtomorrow", -6.0342845442909105),
-                                    ("Thursdayhh:mm", -5.117993812416755),
-                                    ("<day-of-month> (ordinal)Tuesday", -5.628819436182746),
-                                    ("minutemonth", -3.8942183807946393),
-                                    ("time-of-day (latent)Friday", -5.628819436182746),
-                                    ("minutehour", -6.0342845442909105),
-                                    ("Augustyear (latent)", -5.628819436182746),
-                                    ("week-endin|during <named-month>|year", -6.0342845442909105),
-                                    ("time-of-day (latent)Tuesday", -5.628819436182746),
+                                     -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),
                                     ("mm/dd<time-of-day> - <time-of-day> (interval)",
-                                     -5.628819436182746),
+                                     -5.630016324416592),
                                     ("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-                                     -6.0342845442909105),
-                                    ("Sundayyear (latent)", -5.117993812416755),
-                                    ("Christmasat <time-of-day>", -6.0342845442909105),
-                                    ("from|since|after <time>year (latent)", -4.9356722556228005),
-                                    ("hhhmmon <day>", -5.117993812416755),
-                                    ("yesterday<time-of-day> am|pm", -6.0342845442909105),
-                                    ("<day-of-month> (ordinal)July", -5.341137363730965),
+                                     -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),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-                                     -6.0342845442909105),
-                                    ("mm/ddyear (latent)", -6.0342845442909105),
+                                     -6.035481432524756),
+                                    ("mm/ddyear (latent)", -6.035481432524756),
                                     ("Thursday<time-of-day> - <time-of-day> (interval)",
-                                     -6.0342845442909105),
+                                     -6.035481432524756),
                                     ("in|during <named-month>|yearyear (latent)",
-                                     -6.0342845442909105),
-                                    ("at <time-of-day>intersect", -5.117993812416755),
-                                    ("hh:mmyear (latent)", -4.64799018317102),
-                                    ("Holiyear (latent)", -6.0342845442909105),
-                                    ("until <time><time-of-day> am|pm", -6.0342845442909105),
+                                     -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),
                                     ("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.628819436182746),
-                                    ("dayminute", -3.172083663361442),
-                                    ("yyyy-mm-ddhh:mm", -5.628819436182746),
-                                    ("intersectfrom|since|after <time>", -5.628819436182746),
-                                    ("intersectSeptember", -4.162482367389319),
-                                    ("minuteday", -2.877284123140797),
+                                     -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",
-                                     -6.0342845442909105),
-                                    ("intersectyear (latent)", -6.0342845442909105),
-                                    ("Februaryin|during the <part-of-day>", -6.0342845442909105),
+                                     -6.035481432524756),
+                                    ("intersectyear (latent)", -6.035481432524756),
+                                    ("Februaryin|during the <part-of-day>", -6.035481432524756),
                                     ("<duration> after|before|from|past <time>December",
-                                     -6.0342845442909105),
-                                    ("time-of-day (latent)July", -5.341137363730965),
-                                    ("Saturdayyear (latent)", -6.0342845442909105),
+                                     -6.035481432524756),
+                                    ("time-of-day (latent)July", -5.342334251964811),
+                                    ("Saturdayyear (latent)", -6.035481432524756),
                                     ("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -6.0342845442909105),
-                                    ("at <time-of-day>on <day>", -5.117993812416755),
+                                     -6.035481432524756),
+                                    ("at <time-of-day>on <day>", -5.119190700650601),
                                     ("absorption of , after named daySeptember",
-                                     -4.7815215757955425),
-                                    ("Naraka Chaturdashiyear (latent)", -6.0342845442909105),
-                                    ("from|since|after <time>on <day>", -5.117993812416755),
-                                    ("dayweek", -6.0342845442909105),
-                                    ("Easter Sundayyear (latent)", -5.628819436182746),
-                                    ("Thursday<time-of-day> am|pm", -4.7815215757955425),
-                                    ("weekyear", -5.628819436182746),
-                                    ("time-of-day (latent)Thursday", -5.628819436182746),
+                                     -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),
                                     ("<named-month> <day-of-month> (non ordinal)until <time>",
-                                     -6.0342845442909105),
-                                    ("<day-of-month> (ordinal)April", -6.0342845442909105),
+                                     -6.035481432524756),
+                                    ("<day-of-month> (ordinal)April", -6.035481432524756),
                                     ("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-                                     -5.628819436182746),
+                                     -5.630016324416592),
                                     ("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-                                     -5.341137363730965),
-                                    ("Sundayfrom|since|after <time>", -6.0342845442909105),
-                                    ("absorption of , after named dayFebruary", -5.117993812416755),
+                                     -5.342334251964811),
+                                    ("Sundayfrom|since|after <time>", -6.035481432524756),
+                                    ("absorption of , after named dayFebruary", -5.119190700650601),
                                     ("time-of-day (latent)in|during the <part-of-day>",
-                                     -5.628819436182746),
+                                     -5.630016324416592),
                                     ("July<integer> to|till|before <hour-of-day>",
-                                     -6.0342845442909105),
-                                    ("tomorrowat <time-of-day>", -6.0342845442909105),
-                                    ("daynograin", -5.628819436182746),
+                                     -6.035481432524756),
+                                    ("tomorrowat <time-of-day>", -6.035481432524756),
+                                    ("daynograin", -5.630016324416592),
                                     ("<integer> to|till|before <hour-of-day>July",
-                                     -5.628819436182746),
-                                    ("last <cycle> of <time>year (latent)", -5.628819436182746),
-                                    ("tomorrow<time-of-day> am|pm", -6.0342845442909105),
+                                     -5.630016324416592),
+                                    ("last <cycle> of <time>year (latent)", -5.630016324416592),
+                                    ("tomorrow<time-of-day> am|pm", -6.035481432524756),
                                     ("<named-month> <day-of-month> (non ordinal)year (latent)",
-                                     -5.341137363730965),
-                                    ("Diwaliyear (latent)", -5.628819436182746),
+                                     -5.342334251964811),
+                                    ("Diwaliyear (latent)", -5.630016324416592),
                                     ("<time-of-day> - <time-of-day> (interval)July",
-                                     -6.0342845442909105),
-                                    ("Fridayyear (latent)", -5.628819436182746),
-                                    ("time-of-day (latent)April", -6.0342845442909105),
-                                    ("minuteyear", -3.837059966954691)],
+                                     -6.035481432524756),
+                                    ("Fridayyear (latent)", -5.630016324416592),
+                                    ("time-of-day (latent)April", -6.035481432524756),
+                                    ("minuteyear", -3.8382568551885368)],
                                n = 277}}),
        ("one eleven",
         Classifier{okData =
@@ -1574,15 +1570,14 @@ classifiers
                                likelihoods = HashMap.fromList [], n = 0}}),
        ("year (latent)",
         Classifier{okData =
-                     ClassData{prior = -0.15017453144761886,
-                               unseen = -5.3981627015177525,
+                     ClassData{prior = -0.1495317339709637, unseen = -5.402677381872279,
                                likelihoods =
                                  HashMap.fromList
-                                   [("integer (numeric)", -2.765153133051001e-2),
-                                    ("intersect 2 numbers", -4.007333185232471)],
-                               n = 216},
+                                   [("integer (numeric)", -2.7524673390090033e-2),
+                                    ("intersect 2 numbers", -4.011868340397862)],
+                               n = 217},
                    koData =
-                     ClassData{prior = -1.9701048776423702,
+                     ClassData{prior = -1.9740810260220096,
                                unseen = -3.6888794541139363,
                                likelihoods =
                                  HashMap.fromList
@@ -2077,6 +2072,13 @@ classifiers
                    koData =
                      ClassData{prior = -infinity, unseen = -0.6931471805599453,
                                likelihoods = HashMap.fromList [], n = 0}}),
+       ("Ratha-Yatra",
+        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}}),
        ("Palm Sunday",
         Classifier{okData =
                      ClassData{prior = 0.0, unseen = -1.3862943611198906,
diff --git a/Duckling/Ranking/Classifiers/EN_ZA.hs b/Duckling/Ranking/Classifiers/EN_ZA.hs
index 9affd378..f5d5f658 100644
--- a/Duckling/Ranking/Classifiers/EN_ZA.hs
+++ b/Duckling/Ranking/Classifiers/EN_ZA.hs
@@ -83,10 +83,10 @@ classifiers
                                likelihoods = HashMap.fromList [("", 0.0)], n = 3}}),
        ("integer (numeric)",
         Classifier{okData =
-                     ClassData{prior = -0.5644851369496048, unseen = -6.089044875446846,
-                               likelihoods = HashMap.fromList [("", 0.0)], n = 439},
+                     ClassData{prior = -0.5635043216751151, unseen = -6.091309882077698,
+                               likelihoods = HashMap.fromList [("", 0.0)], n = 440},
                    koData =
-                     ClassData{prior = -0.8408420600443324, unseen = -5.814130531825066,
+                     ClassData{prior = -0.8421365586069781, unseen = -5.814130531825066,
                                likelihoods = HashMap.fromList [("", 0.0)], n = 333}}),
        ("<year> (bc|ad)",
         Classifier{okData =
@@ -858,429 +858,429 @@ classifiers
                                likelihoods = HashMap.fromList [], n = 0}}),
        ("intersect",
         Classifier{okData =
-                     ClassData{prior = -0.46021562287957263,
-                               unseen = -7.0909098220799835,
+                     ClassData{prior = -0.45941864780041747,
+                               unseen = -7.093404625868766,
                                likelihoods =
                                  HashMap.fromList
-                                   [("Navaratriyear (latent)", -6.396929655216146),
-                                    ("Karva Chauthyear (latent)", -6.396929655216146),
+                                   [("Navaratriyear (latent)", -6.399426535414734),
+                                    ("Karva Chauthyear (latent)", -6.399426535414734),
                                     ("<day-of-month> (ordinal)in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Maha Shivaratriyear (latent)", -6.396929655216146),
-                                    ("Ramadanyear (latent)", -5.144166686720778),
+                                     -6.399426535414734),
+                                    ("Maha Shivaratriyear (latent)", -6.399426535414734),
+                                    ("Ramadanyear (latent)", -5.146663566919366),
                                     ("<datetime> - <datetime> (interval)on <day>",
-                                     -5.0106352940962555),
-                                    ("Bhai Doojyear (latent)", -6.396929655216146),
-                                    ("hourday", -4.382026634673881),
-                                    ("dayhour", -3.4524906760497056),
+                                     -5.013132174294843),
+                                    ("Bhai Doojyear (latent)", -6.399426535414734),
+                                    ("hourday", -4.384523514872469),
+                                    ("dayhour", -3.4549875562482932),
                                     ("<time-of-day> - <time-of-day> (interval)on <day>",
-                                     -5.0106352940962555),
-                                    ("Martin Luther King's Dayyear (latent)", -5.991464547107982),
-                                    ("Shemini Atzeretyear (latent)", -6.396929655216146),
-                                    ("daymonth", -4.382026634673881),
-                                    ("monthday", -5.991464547107982),
-                                    ("monthyear", -4.605170185988091),
-                                    ("Yom Ha'atzmautyear (latent)", -6.396929655216146),
-                                    ("Vijayadashamiyear (latent)", -6.396929655216146),
-                                    ("Thai Pongalyear (latent)", -5.703782474656201),
-                                    ("Thiru Onamyear (latent)", -5.703782474656201),
-                                    ("hhhmmabsorption of , after named day", -6.396929655216146),
-                                    ("Tuesdaythe <day-of-month> (ordinal)", -6.396929655216146),
+                                     -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),
                                     ("from <datetime> - <datetime> (interval)July",
-                                     -5.480638923341991),
-                                    ("<day-of-month> (ordinal)Wednesday", -6.396929655216146),
-                                    ("Krishna Janmashtamiyear (latent)", -5.991464547107982),
-                                    ("Guru Gobind Singh Jayantiyear (latent)", -6.396929655216146),
-                                    ("houryear", -5.480638923341991),
+                                     -5.483135803540579),
+                                    ("<day-of-month> (ordinal)Wednesday", -6.399426535414734),
+                                    ("Krishna Janmashtamiyear (latent)", -5.993961427306569),
+                                    ("Guru Gobind Singh Jayantiyear (latent)", -6.399426535414734),
+                                    ("houryear", -5.483135803540579),
                                     ("this|next <day-of-week>hh(:mm) - <time-of-day> am|pm",
-                                     -6.396929655216146),
-                                    ("Christmas<time-of-day> am|pm", -6.396929655216146),
+                                     -6.399426535414734),
+                                    ("Christmas<time-of-day> am|pm", -6.399426535414734),
                                     ("last <day-of-week> of <time>year (latent)",
-                                     -6.396929655216146),
+                                     -6.399426535414734),
                                     ("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.703782474656201),
-                                    ("intersectin|during <named-month>|year", -6.396929655216146),
-                                    ("<time-of-day> am|pmintersect", -5.144166686720778),
-                                    ("Earth Houryear (latent)", -6.396929655216146),
-                                    ("Octoberyear (latent)", -4.892852258439873),
-                                    ("intersect<time-of-day> am|pm", -6.396929655216146),
-                                    ("Mattu Pongalyear (latent)", -6.396929655216146),
-                                    ("Shavuotyear (latent)", -6.396929655216146),
-                                    ("Parsi New Yearyear (latent)", -5.480638923341991),
+                                     -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),
                                     ("at <time-of-day>in|within|after <duration>",
-                                     -6.396929655216146),
-                                    ("Thursdayhh(:mm) - <time-of-day> am|pm", -6.396929655216146),
-                                    ("todayin|within|after <duration>", -6.396929655216146),
+                                     -6.399426535414734),
+                                    ("Thursdayhh(:mm) - <time-of-day> am|pm", -6.399426535414734),
+                                    ("todayin|within|after <duration>", -6.399426535414734),
                                     ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-                                     -5.991464547107982),
-                                    ("Marchyear (latent)", -6.396929655216146),
+                                     -5.993961427306569),
+                                    ("Marchyear (latent)", -6.399426535414734),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"hhhmm",
-                                     -5.991464547107982),
-                                    ("Sukkotyear (latent)", -5.991464547107982),
-                                    ("hhhmmintersect", -5.991464547107982),
+                                     -5.993961427306569),
+                                    ("Sukkotyear (latent)", -5.993961427306569),
+                                    ("hhhmmintersect", -5.993961427306569),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-                                     -5.991464547107982),
-                                    ("Clean Mondayyear (latent)", -5.991464547107982),
-                                    ("monthhour", -5.991464547107982),
+                                     -5.993961427306569),
+                                    ("Clean Mondayyear (latent)", -5.993961427306569),
+                                    ("monthhour", -5.993961427306569),
                                     ("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.703782474656201),
-                                    ("todayat <time-of-day>", -6.396929655216146),
-                                    ("Thursday<time> timezone", -3.9990343824177756),
-                                    ("time-of-day (latent)tonight", -5.991464547107982),
-                                    ("from|since|after <time>December", -6.396929655216146),
-                                    ("<time-of-day> am|pmon <day>", -4.382026634673881),
+                                     -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),
                                     ("this <time>hh(:mm) - <time-of-day> am|pm",
-                                     -6.396929655216146),
-                                    ("yyyy-mm-ddhh:mm:ss", -5.991464547107982),
-                                    ("dayday", -3.6888794541139363),
-                                    ("<time> <part-of-day>at <time-of-day>", -6.396929655216146),
-                                    ("tonightat <time-of-day>", -6.396929655216146),
+                                     -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),
                                     ("<time-of-day> am|pmabsorption of , after named day",
-                                     -5.703782474656201),
+                                     -5.7062793548547885),
                                     ("Dayananda Saraswati Jayantiyear (latent)",
-                                     -6.396929655216146),
-                                    ("today<time-of-day> am|pm", -6.396929655216146),
-                                    ("Februarythe <day-of-month> (ordinal)", -5.991464547107982),
-                                    ("at <time-of-day><time> <part-of-day>", -6.396929655216146),
-                                    ("<day-of-month> (ordinal)intersect", -5.991464547107982),
-                                    ("hourhour", -4.31748811353631),
-                                    ("Mahavir Jayantiyear (latent)", -5.991464547107982),
-                                    ("Navaratriin|during <named-month>|year", -6.396929655216146),
-                                    ("Wednesdaythis|last|next <cycle>", -6.396929655216146),
-                                    ("Lentyear (latent)", -6.396929655216146),
+                                     -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),
                                     ("intersect<named-month> <day-of-month> (non ordinal)",
-                                     -4.5251274783145545),
-                                    ("Boghiyear (latent)", -6.396929655216146),
-                                    ("dayyear", -1.8805906829346708),
+                                     -4.527624358513142),
+                                    ("Boghiyear (latent)", -6.399426535414734),
+                                    ("dayyear", -1.8776379583656932),
                                     ("Karva Chauthin|during <named-month>|year",
-                                     -6.396929655216146),
-                                    ("Thursdayfrom|since|after <time>", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("Thursdayfrom|since|after <time>", -5.993961427306569),
                                     ("<time-of-day> o'clockin|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Thursdayat <time-of-day>", -5.703782474656201),
-                                    ("Islamic New Yearyear (latent)", -5.991464547107982),
-                                    ("Laylat al-Qadryear (latent)", -5.480638923341991),
-                                    ("Shrove Tuesdayyear (latent)", -6.396929655216146),
+                                     -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),
                                     ("intersect by \",\", \"of\", \"from\" for year<time-of-day> am|pm",
-                                     -5.703782474656201),
-                                    ("<time-of-day> am|pmtomorrow", -5.703782474656201),
-                                    ("Yom Kippuryear (latent)", -6.396929655216146),
-                                    ("<day-of-month> (ordinal)Tuesday", -5.991464547107982),
-                                    ("<part-of-day> of <time>year (latent)", -6.396929655216146),
-                                    ("minutehour", -5.144166686720778),
-                                    ("Kaanum Pongalyear (latent)", -5.991464547107982),
-                                    ("Maha Saptamiyear (latent)", -6.396929655216146),
+                                     -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),
                                     ("at <time-of-day>in|during the <part-of-day>",
-                                     -5.991464547107982),
-                                    ("time-of-day (latent)tomorrow", -5.480638923341991),
-                                    ("part of daysat <time-of-day>", -5.991464547107982),
+                                     -5.993961427306569),
+                                    ("time-of-day (latent)tomorrow", -5.483135803540579),
+                                    ("part of daysat <time-of-day>", -5.993961427306569),
                                     ("absorption of , after named day<named-month> <day-of-month> (non ordinal)",
-                                     -4.382026634673881),
-                                    ("for <duration> from <time>December", -6.396929655216146),
-                                    ("tomorrow<time-of-day> sharp|exactly", -6.396929655216146),
+                                     -4.384523514872469),
+                                    ("for <duration> from <time>December", -6.399426535414734),
+                                    ("tomorrow<time-of-day> sharp|exactly", -6.399426535414734),
                                     ("Thursdayfrom <datetime> - <datetime> (interval)",
-                                     -5.144166686720778),
+                                     -5.146663566919366),
                                     ("intersect by \",\", \"of\", \"from\" for yearhhhmm",
-                                     -5.144166686720778),
-                                    ("time-of-day (latent)this <part-of-day>", -6.396929655216146),
-                                    ("Pentecostyear (latent)", -6.396929655216146),
+                                     -5.146663566919366),
+                                    ("time-of-day (latent)this <part-of-day>", -6.399426535414734),
+                                    ("Pentecostyear (latent)", -6.399426535414734),
                                     ("Thursdayfrom <time-of-day> - <time-of-day> (interval)",
-                                     -5.144166686720778),
-                                    ("<day-of-month> (ordinal)February", -6.396929655216146),
-                                    ("Eid al-Fitryear (latent)", -5.0106352940962555),
+                                     -5.146663566919366),
+                                    ("<day-of-month> (ordinal)February", -6.399426535414734),
+                                    ("Eid al-Fitryear (latent)", -5.013132174294843),
                                     ("Vasant Panchamiin|during <named-month>|year",
-                                     -6.396929655216146),
-                                    ("Mondayin|during the <part-of-day>", -6.396929655216146),
-                                    ("Chhathin|during <named-month>|year", -6.396929655216146),
-                                    ("Diwaliin|during <named-month>|year", -6.396929655216146),
-                                    ("Vaisakhiin|during <named-month>|year", -6.396929655216146),
-                                    ("Guru Ravidass Jayantiyear (latent)", -5.144166686720778),
-                                    ("Raksha Bandhanyear (latent)", -6.396929655216146),
-                                    ("daysecond", -5.991464547107982),
+                                     -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),
                                     ("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-                                     -5.991464547107982),
-                                    ("Ashurayear (latent)", -6.396929655216146),
-                                    ("Tuesdayin|during <named-month>|year", -6.396929655216146),
-                                    ("Chinese New Yearyear (latent)", -6.396929655216146),
-                                    ("tomorrowintersect", -6.396929655216146),
-                                    ("Lag BaOmeryear (latent)", -6.396929655216146),
+                                     -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),
                                     ("last weekend of <named-month>year (latent)",
-                                     -6.396929655216146),
-                                    ("Eid al-Adhayear (latent)", -4.2568634917198755),
-                                    ("intersectin|during the <part-of-day>", -6.396929655216146),
-                                    ("Palm Sundayyear (latent)", -6.396929655216146),
-                                    ("Christmasat <time-of-day>", -6.396929655216146),
-                                    ("Passoveryear (latent)", -6.396929655216146),
-                                    ("Lazarus Saturdayyear (latent)", -6.396929655216146),
+                                     -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),
                                     ("<day-of-month> (ordinal or number) <named-month>year (latent)",
-                                     -6.396929655216146),
-                                    ("hhhmmon <day>", -5.480638923341991),
-                                    ("Yom HaShoahyear (latent)", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("hhhmmon <day>", -5.483135803540579),
+                                    ("Yom HaShoahyear (latent)", -5.993961427306569),
                                     ("Thursday<datetime> - <datetime> (interval)",
-                                     -5.991464547107982),
+                                     -5.993961427306569),
                                     ("<day-of-month> (ordinal or number) of <named-month>in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Septemberyear (latent)", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("Septemberyear (latent)", -5.993961427306569),
                                     ("Thursday<time-of-day> - <time-of-day> (interval)",
-                                     -4.892852258439873),
-                                    ("Halloweenyear (latent)", -6.396929655216146),
+                                     -4.895349138638459),
+                                    ("Halloweenyear (latent)", -6.399426535414734),
                                     ("<ordinal> last <cycle> of <time>year (latent)",
-                                     -5.991464547107982),
+                                     -5.993961427306569),
                                     ("from <time-of-day> - <time-of-day> (interval)on <day>",
-                                     -5.703782474656201),
+                                     -5.7062793548547885),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"<time-of-day> am|pm",
-                                     -6.396929655216146),
-                                    ("at <time-of-day>intersect", -5.480638923341991),
-                                    ("Rosh Hashanahyear (latent)", -5.703782474656201),
-                                    ("Dhanterasyear (latent)", -6.396929655216146),
-                                    ("Tu BiShvatyear (latent)", -6.396929655216146),
-                                    ("<day-of-month> (ordinal)December", -5.703782474656201),
-                                    ("Holiyear (latent)", -5.703782474656201),
+                                     -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),
                                     ("<time-of-day> - <time-of-day> (interval)tomorrow",
-                                     -6.396929655216146),
-                                    ("Holika Dahanyear (latent)", -5.703782474656201),
+                                     -6.399426535414734),
+                                    ("Holika Dahanyear (latent)", -5.7062793548547885),
                                     ("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.991464547107982),
-                                    ("dayminute", -3.082743650543621),
-                                    ("Mawlidyear (latent)", -6.396929655216146),
+                                     -5.993961427306569),
+                                    ("dayminute", -3.0852405307422077),
+                                    ("Mawlidyear (latent)", -6.399426535414734),
                                     ("from <datetime> - <datetime> (interval)on <day>",
-                                     -5.991464547107982),
+                                     -5.993961427306569),
                                     ("<datetime> - <datetime> (interval)tomorrow",
-                                     -6.396929655216146),
-                                    ("Jumu'atul-Widayear (latent)", -5.480638923341991),
-                                    ("minuteday", -2.659260036932778),
+                                     -6.399426535414734),
+                                    ("Jumu'atul-Widayear (latent)", -5.483135803540579),
+                                    ("minuteday", -2.6617569171313655),
                                     ("absorption of , after named dayintersect",
-                                     -5.703782474656201),
-                                    ("intersectyear (latent)", -6.396929655216146),
-                                    ("Orthodox Easter Sundayyear (latent)", -6.396929655216146),
+                                     -5.7062793548547885),
+                                    ("intersectyear (latent)", -6.399426535414734),
+                                    ("Orthodox Easter Sundayyear (latent)", -6.399426535414734),
                                     ("time-of-day (latent)in|within|after <duration>",
-                                     -6.396929655216146),
+                                     -6.399426535414734),
                                     ("<ordinal> <cycle> of <time>year (latent)",
-                                     -6.396929655216146),
-                                    ("intersecthhhmm", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("intersecthhhmm", -5.993961427306569),
                                     ("the <day-of-month> (ordinal)in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Boss's Dayyear (latent)", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("Boss's Dayyear (latent)", -5.993961427306569),
                                     ("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -6.396929655216146),
-                                    ("Global Youth Service Dayyear (latent)", -6.396929655216146),
-                                    ("Dhanterasin|during <named-month>|year", -6.396929655216146),
-                                    ("Tisha B'Avyear (latent)", -6.396929655216146),
-                                    ("Isra and Mi'rajyear (latent)", -5.480638923341991),
-                                    ("at <time-of-day>on <day>", -4.787491742782046),
+                                     -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),
                                     ("at <time-of-day>absorption of , after named day",
-                                     -5.991464547107982),
+                                     -5.993961427306569),
                                     ("time-of-day (latent)<time> <part-of-day>",
-                                     -5.703782474656201),
-                                    ("Christmasyear (latent)", -5.991464547107982),
-                                    ("Naraka Chaturdashiyear (latent)", -5.991464547107982),
-                                    ("Thai Pongalin|during <named-month>|year", -6.396929655216146),
-                                    ("dayweek", -6.396929655216146),
-                                    ("Easter Sundayyear (latent)", -5.703782474656201),
+                                     -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),
                                     ("between <time-of-day> and <time-of-day> (interval)on <day>",
-                                     -5.991464547107982),
-                                    ("weekyear", -5.298317366548036),
-                                    ("King's Dayyear (latent)", -4.892852258439873),
-                                    ("hh:mmin|during the <part-of-day>", -5.480638923341991),
+                                     -5.993961427306569),
+                                    ("weekyear", -5.300814246746624),
+                                    ("King's Dayyear (latent)", -4.895349138638459),
+                                    ("hh:mmin|during the <part-of-day>", -5.483135803540579),
                                     ("<cycle> after|before <time><time-of-day> am|pm",
-                                     -5.991464547107982),
-                                    ("Hanukkahyear (latent)", -5.703782474656201),
-                                    ("February<time> <part-of-day>", -6.396929655216146),
+                                     -5.993961427306569),
+                                    ("Hanukkahyear (latent)", -5.7062793548547885),
+                                    ("February<time> <part-of-day>", -6.399426535414734),
                                     ("time-of-day (latent)in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Great Lentyear (latent)", -6.396929655216146),
-                                    ("tomorrowat <time-of-day>", -5.703782474656201),
+                                     -6.399426535414734),
+                                    ("Great Lentyear (latent)", -6.399426535414734),
+                                    ("tomorrowat <time-of-day>", -5.7062793548547885),
                                     ("hhmm (latent)in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Ugadiyear (latent)", -5.0106352940962555),
-                                    ("Vaisakhiyear (latent)", -5.703782474656201),
+                                     -6.399426535414734),
+                                    ("Ugadiyear (latent)", -5.013132174294843),
+                                    ("Vaisakhiyear (latent)", -5.7062793548547885),
                                     ("absorption of , after named dayintersect by \",\", \"of\", \"from\" for year",
-                                     -5.703782474656201),
-                                    ("last <cycle> of <time>year (latent)", -5.703782474656201),
-                                    ("at <time-of-day>tomorrow", -5.991464547107982),
-                                    ("tomorrow<time-of-day> am|pm", -6.396929655216146),
+                                     -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),
                                     ("<named-month> <day-of-month> (non ordinal)year (latent)",
-                                     -6.396929655216146),
-                                    ("Diwaliyear (latent)", -6.396929655216146),
-                                    ("between <time> and <time>on <day>", -5.991464547107982),
-                                    ("Black Fridayyear (latent)", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("Diwaliyear (latent)", -6.399426535414734),
+                                    ("between <time> and <time>on <day>", -5.993961427306569),
+                                    ("Black Fridayyear (latent)", -5.993961427306569),
                                     ("the <ordinal> last <cycle> of <time>year (latent)",
-                                     -6.396929655216146),
+                                     -6.399426535414734),
                                     ("in|during the <part-of-day>at <time-of-day>",
-                                     -6.396929655216146),
-                                    ("Chhathyear (latent)", -5.991464547107982),
-                                    ("Vasant Panchamiyear (latent)", -6.396929655216146),
-                                    ("Rabindra Jayantiyear (latent)", -5.144166686720778),
-                                    ("St Patrick's Dayyear (latent)", -6.396929655216146),
-                                    ("Thursday<time> (timezone)", -6.396929655216146),
+                                     -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),
                                     ("<day-of-month> (ordinal or number) of <month>in|during the <part-of-day>",
-                                     -6.396929655216146),
-                                    ("Pargat Diwasyear (latent)", -5.144166686720778),
-                                    ("<datetime> - <datetime> (interval)July", -5.991464547107982),
+                                     -6.399426535414734),
+                                    ("Pargat Diwasyear (latent)", -5.146663566919366),
+                                    ("<datetime> - <datetime> (interval)July", -5.993961427306569),
                                     ("on <day><named-month> <day-of-month> (non ordinal)",
-                                     -5.703782474656201),
-                                    ("Februaryintersect", -6.396929655216146),
-                                    ("Simchat Torahyear (latent)", -6.396929655216146),
-                                    ("minuteyear", -6.396929655216146)],
-                               n = 462},
+                                     -5.7062793548547885),
+                                    ("Februaryintersect", -6.399426535414734),
+                                    ("Simchat Torahyear (latent)", -6.399426535414734),
+                                    ("minuteyear", -6.399426535414734)],
+                               n = 463},
                    koData =
-                     ClassData{prior = -0.9973585549629368, unseen = -6.705639094860003,
+                     ClassData{prior = -0.9987237428882767, unseen = -6.706862336602747,
                                likelihoods =
                                  HashMap.fromList
-                                   [("Thursdayhhhmm", -4.507189777627888),
-                                    ("hourday", -3.6133719016057912),
+                                   [("Thursdayhhhmm", -4.508414517523783),
+                                    ("hourday", -3.614596641501687),
                                     ("<hour-of-day> <integer><time-of-day> am|pm",
-                                     -6.0112671744041615),
-                                    ("<day-of-month> (ordinal)August", -6.0112671744041615),
-                                    ("dayhour", -3.446317816942625),
-                                    ("<time> timezoneyear (latent)", -5.318119993844216),
+                                     -6.012491914300058),
+                                    ("<day-of-month> (ordinal)August", -6.012491914300058),
+                                    ("dayhour", -3.447542556838521),
+                                    ("<time> timezoneyear (latent)", -5.319344733740112),
                                     ("<time-of-day> - <time-of-day> (interval)on <day>",
-                                     -5.094976442530006),
-                                    ("Tuesdayfrom|since|after <time>", -5.318119993844216),
-                                    ("daymonth", -3.337118524977633),
-                                    ("monthyear", -4.758504205908793),
-                                    ("<time-of-day> am|pmyear (latent)", -5.318119993844216),
-                                    ("Thai Pongalyear (latent)", -5.318119993844216),
-                                    ("intersecthh:mm", -6.0112671744041615),
+                                     -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),
                                     ("from <datetime> - <datetime> (interval)July",
-                                     -5.605802066295998),
-                                    ("<day-of-month> (ordinal)Wednesday", -6.0112671744041615),
-                                    ("houryear", -4.624972813284271),
+                                     -5.607026806191893),
+                                    ("<day-of-month> (ordinal)Wednesday", -6.012491914300058),
+                                    ("houryear", -4.626197553180167),
                                     ("from <time-of-day> - <time-of-day> (interval)July",
-                                     -6.0112671744041615),
-                                    ("<day-of-month> (ordinal)October", -6.0112671744041615),
+                                     -6.012491914300058),
+                                    ("<day-of-month> (ordinal)October", -6.012491914300058),
                                     ("<time-of-day> am|pmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.318119993844216),
-                                    ("hournograin", -4.758504205908793),
-                                    ("<time-of-day> am|pmintersect", -4.758504205908793),
-                                    ("Octoberyear (latent)", -6.0112671744041615),
+                                     -5.319344733740112),
+                                    ("hournograin", -4.75972894580469),
+                                    ("<time-of-day> am|pmintersect", -4.75972894580469),
+                                    ("Octoberyear (latent)", -6.012491914300058),
                                     ("time-of-day (latent)intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.605802066295998),
-                                    ("until <time>on <day>", -5.318119993844216),
-                                    ("time-of-day (latent)intersect", -5.318119993844216),
-                                    ("todayin <number> (implicit minutes)", -6.0112671744041615),
+                                     -5.607026806191893),
+                                    ("until <time>on <day>", -5.319344733740112),
+                                    ("time-of-day (latent)intersect", -5.319344733740112),
+                                    ("todayin <number> (implicit minutes)", -6.012491914300058),
                                     ("<named-month>|<named-day> <day-of-month> (ordinal)year (latent)",
-                                     -5.318119993844216),
+                                     -5.319344733740112),
                                     ("about|exactly <time-of-day>year (latent)",
-                                     -6.0112671744041615),
-                                    ("hh:mmon <day>", -4.758504205908793),
-                                    ("hhhmmintersect", -5.605802066295998),
-                                    ("absorption of , after named dayJuly", -5.094976442530006),
-                                    ("from|since|after <time>July", -5.605802066295998),
+                                     -6.012491914300058),
+                                    ("hh:mmon <day>", -4.75972894580469),
+                                    ("hhhmmintersect", -5.607026806191893),
+                                    ("absorption of , after named dayJuly", -5.096201182425903),
+                                    ("from|since|after <time>July", -5.607026806191893),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"year (latent)",
-                                     -5.094976442530006),
-                                    ("Clean Mondayyear (latent)", -6.0112671744041615),
-                                    ("monthhour", -6.0112671744041615),
+                                     -5.096201182425903),
+                                    ("Clean Mondayyear (latent)", -6.012491914300058),
+                                    ("monthhour", -6.012491914300058),
                                     ("<day-of-month> (ordinal)intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.605802066295998),
-                                    ("hourmonth", -4.139464997502571),
-                                    ("todayat <time-of-day>", -6.0112671744041615),
-                                    ("hhhmmyear (latent)", -4.758504205908793),
-                                    ("from|since|after <time>December", -6.0112671744041615),
+                                     -5.607026806191893),
+                                    ("hourmonth", -4.140689737398466),
+                                    ("todayat <time-of-day>", -6.012491914300058),
+                                    ("hhhmmyear (latent)", -4.75972894580469),
+                                    ("from|since|after <time>December", -6.012491914300058),
                                     ("from|since|after <time><time-of-day> am|pm",
-                                     -6.0112671744041615),
-                                    ("<time-of-day> am|pmon <day>", -4.758504205908793),
-                                    ("Mondayyear (latent)", -5.318119993844216),
-                                    ("dayday", -4.624972813284271),
-                                    ("on <day>September", -5.318119993844216),
-                                    ("time-of-day (latent)September", -5.605802066295998),
-                                    ("hourhour", -5.605802066295998),
-                                    ("time-of-day (latent)on <day>", -4.507189777627888),
+                                     -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),
                                     ("time-of-day (latent)<cycle> after|before <time>",
-                                     -5.605802066295998),
-                                    ("dayyear", -3.0934964423198825),
-                                    ("Thursdaymm/dd", -6.0112671744041615),
-                                    ("New Year's Dayyear (latent)", -5.094976442530006),
-                                    ("time-of-day (latent)Sunday", -5.605802066295998),
-                                    ("Thursdayfrom|since|after <time>", -4.306519082165736),
-                                    ("Thursdayat <time-of-day>", -4.401829261970061),
+                                     -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),
                                     ("<integer> to|till|before <hour-of-day>September",
-                                     -6.0112671744041615),
-                                    ("Aprilyear (latent)", -6.0112671744041615),
-                                    ("the <day-of-month> (ordinal)July", -6.0112671744041615),
-                                    ("the <day-of-month> (number)July", -6.0112671744041615),
-                                    ("monthminute", -6.0112671744041615),
-                                    ("<time-of-day> am|pmtomorrow", -6.0112671744041615),
-                                    ("Thursdayhh:mm", -5.094976442530006),
-                                    ("<day-of-month> (ordinal)Tuesday", -5.605802066295998),
-                                    ("minutemonth", -3.871201010907891),
-                                    ("time-of-day (latent)Friday", -5.605802066295998),
-                                    ("minutehour", -6.0112671744041615),
-                                    ("Augustyear (latent)", -5.605802066295998),
-                                    ("week-endin|during <named-month>|year", -6.0112671744041615),
-                                    ("time-of-day (latent)Tuesday", -5.605802066295998),
+                                     -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),
                                     ("tomorrowfrom <time-of-day> - <time-of-day> (interval)",
-                                     -6.0112671744041615),
-                                    ("Sundayyear (latent)", -5.094976442530006),
-                                    ("Christmasat <time-of-day>", -6.0112671744041615),
-                                    ("from|since|after <time>year (latent)", -4.912654885736052),
-                                    ("hhhmmon <day>", -5.094976442530006),
-                                    ("yesterday<time-of-day> am|pm", -6.0112671744041615),
-                                    ("<day-of-month> (ordinal)July", -5.318119993844216),
+                                     -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),
                                     ("intersect by \",\", \"of\", \"from\", \"'s\"hh:mm",
-                                     -6.0112671744041615),
+                                     -6.012491914300058),
                                     ("Thursday<time-of-day> - <time-of-day> (interval)",
-                                     -6.0112671744041615),
+                                     -6.012491914300058),
                                     ("in|during <named-month>|yearyear (latent)",
-                                     -6.0112671744041615),
-                                    ("at <time-of-day>intersect", -5.094976442530006),
-                                    ("hh:mmyear (latent)", -4.624972813284271),
-                                    ("Holiyear (latent)", -6.0112671744041615),
-                                    ("until <time><time-of-day> am|pm", -6.0112671744041615),
+                                     -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),
                                     ("at <time-of-day>intersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -5.605802066295998),
-                                    ("dayminute", -3.1780538303479458),
-                                    ("yyyy-mm-ddhh:mm", -5.605802066295998),
-                                    ("intersectfrom|since|after <time>", -5.605802066295998),
-                                    ("intersectSeptember", -4.139464997502571),
-                                    ("minuteday", -2.8542667532540484),
+                                     -5.607026806191893),
+                                    ("dayminute", -3.1792785702438415),
+                                    ("yyyy-mm-ddhh:mm", -5.607026806191893),
+                                    ("intersectfrom|since|after <time>", -5.607026806191893),
+                                    ("intersectSeptember", -4.140689737398466),
+                                    ("minuteday", -2.855491493149944),
                                     ("absorption of , after named dayintersect",
-                                     -6.0112671744041615),
-                                    ("intersectyear (latent)", -6.0112671744041615),
-                                    ("Februaryin|during the <part-of-day>", -6.0112671744041615),
+                                     -6.012491914300058),
+                                    ("intersectyear (latent)", -6.012491914300058),
+                                    ("Februaryin|during the <part-of-day>", -6.012491914300058),
                                     ("<duration> after|before|from|past <time>December",
-                                     -6.0112671744041615),
-                                    ("time-of-day (latent)July", -5.318119993844216),
-                                    ("Saturdayyear (latent)", -6.0112671744041615),
+                                     -6.012491914300058),
+                                    ("time-of-day (latent)July", -5.319344733740112),
+                                    ("Saturdayyear (latent)", -6.012491914300058),
                                     ("hhhmmintersect by \",\", \"of\", \"from\", \"'s\"",
-                                     -6.0112671744041615),
-                                    ("at <time-of-day>on <day>", -5.094976442530006),
-                                    ("absorption of , after named daySeptember",
-                                     -4.758504205908793),
-                                    ("Naraka Chaturdashiyear (latent)", -6.0112671744041615),
-                                    ("from|since|after <time>on <day>", -5.094976442530006),
-                                    ("dayweek", -6.0112671744041615),
-                                    ("Easter Sundayyear (latent)", -5.605802066295998),
-                                    ("Thursday<time-of-day> am|pm", -4.758504205908793),
-                                    ("weekyear", -5.605802066295998),
-                                    ("time-of-day (latent)Thursday", -5.605802066295998),
+                                     -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),
                                     ("<named-month> <day-of-month> (non ordinal)until <time>",
-                                     -6.0112671744041615),
-                                    ("<day-of-month> (ordinal)April", -6.0112671744041615),
+                                     -6.012491914300058),
+                                    ("<day-of-month> (ordinal)April", -6.012491914300058),
                                     ("yyyy-mm-dd<time-of-day> - <time-of-day> (interval)",
-                                     -5.605802066295998),
+                                     -5.607026806191893),
                                     ("intersect by \",\", \"of\", \"from\" for yearhh:mm",
-                                     -5.318119993844216),
-                                    ("Sundayfrom|since|after <time>", -6.0112671744041615),
-                                    ("absorption of , after named dayFebruary", -5.094976442530006),
+                                     -5.319344733740112),
+                                    ("Sundayfrom|since|after <time>", -6.012491914300058),
+                                    ("absorption of , after named dayFebruary", -5.096201182425903),
                                     ("time-of-day (latent)in|during the <part-of-day>",
-                                     -5.605802066295998),
+                                     -5.607026806191893),
                                     ("July<integer> to|till|before <hour-of-day>",
-                                     -6.0112671744041615),
-                                    ("tomorrowat <time-of-day>", -6.0112671744041615),
-                                    ("daynograin", -5.605802066295998),
+                                     -6.012491914300058),
+                                    ("tomorrowat <time-of-day>", -6.012491914300058),
+                                    ("daynograin", -5.607026806191893),
                                     ("<integer> to|till|before <hour-of-day>July",
-                                     -5.605802066295998),
-                                    ("last <cycle> of <time>year (latent)", -5.605802066295998),
-                                    ("tomorrow<time-of-day> am|pm", -6.0112671744041615),
+                                     -5.607026806191893),
+                                    ("last <cycle> of <time>year (latent)", -5.607026806191893),
+                                    ("tomorrow<time-of-day> am|pm", -6.012491914300058),
                                     ("<named-month> <day-of-month> (non ordinal)year (latent)",
-                                     -5.318119993844216),
-                                    ("Diwaliyear (latent)", -5.605802066295998),
+                                     -5.319344733740112),
+                                    ("Diwaliyear (latent)", -5.607026806191893),
                                     ("<time-of-day> - <time-of-day> (interval)July",
-                                     -6.0112671744041615),
-                                    ("Fridayyear (latent)", -5.605802066295998),
-                                    ("time-of-day (latent)April", -6.0112671744041615),
-                                    ("minuteyear", -3.8140425970679424)],
+                                     -6.012491914300058),
+                                    ("Fridayyear (latent)", -5.607026806191893),
+                                    ("time-of-day (latent)April", -6.012491914300058),
+                                    ("minuteyear", -3.815267336963838)],
                                n = 270}}),
        ("one eleven",
         Classifier{okData =
@@ -1556,15 +1556,14 @@ classifiers
                                likelihoods = HashMap.fromList [], n = 0}}),
        ("year (latent)",
         Classifier{okData =
-                     ClassData{prior = -0.15006069457573323,
-                               unseen = -5.3706380281276624,
+                     ClassData{prior = -0.1494000770686605, unseen = -5.375278407684165,
                                likelihoods =
                                  HashMap.fromList
-                                   [("integer (numeric)", -2.8437935320533514e-2),
-                                    ("intersect 2 numbers", -3.979681653901961)],
-                               n = 210},
+                                   [("integer (numeric)", -2.830377616285182e-2),
+                                    ("intersect 2 numbers", -3.984343667007772)],
+                               n = 211},
                    koData =
-                     ClassData{prior = -1.9708077006770406,
+                     ClassData{prior = -1.9748976859285656,
                                unseen = -3.6635616461296463,
                                likelihoods =
                                  HashMap.fromList
@@ -2059,6 +2058,13 @@ classifiers
                    koData =
                      ClassData{prior = -infinity, unseen = -0.6931471805599453,
                                likelihoods = HashMap.fromList [], n = 0}}),
+       ("Ratha-Yatra",
+        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}}),
        ("Palm Sunday",
         Classifier{okData =
                      ClassData{prior = 0.0, unseen = -1.3862943611198906,
diff --git a/Duckling/Time/Computed.hs b/Duckling/Time/Computed.hs
index ef931d90..37acd1fd 100644
--- a/Duckling/Time/Computed.hs
+++ b/Duckling/Time/Computed.hs
@@ -8,8 +8,9 @@ module Duckling.Time.Computed
   ( chanukah, chineseNewYear, dhanteras, easterSunday, eidalAdha, eidalFitr
   , globalYouthServiceDay, guruGobindSinghJayanti, karvaChauth
   , krishnaJanmashtami, lagBaOmer, mawlid, muharram, navaratri, orthodoxEaster
-  , passover, rajab, rakshaBandhan, mahavirJayanti, mahaShivaRatri, ramadan, roshHashana
-  , thaiPongal, thiruOnam, tishaBAv, tuBishvat, vasantPanchami, vesak
+  , passover, rajab, rakshaBandhan, mahavirJayanti, mahaShivaRatri
+  , ramadan, rathaYatra, roshHashana, thaiPongal, thiruOnam
+  , tishaBAv, tuBishvat, vasantPanchami, vesak
   , yomHaatzmaut, vaisakhi, purim, saraswatiJayanti, rabindraJayanti
   , ravidassJayanti, pargatDiwas, ugadi
   ) where
@@ -1848,6 +1849,44 @@ thiruOnam' = mapMaybe toTimeObjectM
   , (2030, 9, 9)
   ]
 
+rathaYatra :: TimeData
+rathaYatra = computedDays rathaYatra'
+
+rathaYatra' :: [TimeObject]
+rathaYatra' = mapMaybe toTimeObjectM
+  [ (2000, 7, 2)
+  , (2001, 6, 22)
+  , (2002, 7, 11)
+  , (2003, 7, 1)
+  , (2004, 6, 19)
+  , (2005, 7, 8)
+  , (2006, 6, 27)
+  , (2007, 7, 16)
+  , (2008, 7, 4)
+  , (2009, 6, 24)
+  , (2010, 7, 13)
+  , (2011, 7, 3)
+  , (2012, 6, 21)
+  , (2013, 7, 10)
+  , (2014, 6, 29)
+  , (2015, 7, 18)
+  , (2016, 7, 6)
+  , (2017, 6, 25)
+  , (2018, 7, 14)
+  , (2019, 7, 4)
+  , (2020, 6, 23)
+  , (2021, 7, 11)
+  , (2022, 6, 30)
+  , (2023, 6, 19)
+  , (2024, 7, 7)
+  , (2025, 6, 26)
+  , (2026, 7, 15)
+  , (2027, 7, 5)
+  , (2028, 6, 24)
+  , (2029, 7, 13)
+  , (2030, 7, 2)
+  ]
+
 vasantPanchami :: TimeData
 vasantPanchami = computedDays vasantPanchami'
 
diff --git a/Duckling/Time/EN/Corpus.hs b/Duckling/Time/EN/Corpus.hs
index a2b8f6b8..125ad508 100644
--- a/Duckling/Time/EN/Corpus.hs
+++ b/Duckling/Time/EN/Corpus.hs
@@ -1632,6 +1632,9 @@ allExamples = concat
              [ "karva chauth 2018"
              , "karva chauth in 2018"
              ]
+  , examples (datetimeHoliday (2018, 7, 14, 0, 0, 0) Day "Ratha-Yatra")
+             [ "ratha-yatra 2018"
+             ]
   , examples (datetimeHoliday (2018, 8, 26, 0, 0, 0) Day "Raksha Bandhan")
              [ "rakhi 2018"
              ]
diff --git a/Duckling/Time/EN/Rules.hs b/Duckling/Time/EN/Rules.hs
index 981fac14..0f1e4135 100644
--- a/Duckling/Time/EN/Rules.hs
+++ b/Duckling/Time/EN/Rules.hs
@@ -1823,12 +1823,16 @@ ruleComputedHolidays = mkRuleHolidays
     , cycleNthAfter False TG.Day 49 easterSunday )
   , ( "Purim", "purim", purim )
   , ( "Raksha Bandhan", "raksha(\\s+)?bandhan|rakhi", rakshaBandhan )
+  , ( "Ratha-Yatra", "ratha(\\-|\\s+)?yatra|rathjatra|chariot\\s+festival"
+    , rathaYatra )
   , ( "Pargat Diwas", "pargat diwas|(maharishi )?valmiki jayanti", pargatDiwas )
   , ( "Mahavir Jayanti", "(mahavir|mahaveer) (jayanti|janma kalyanak)"
     , mahavirJayanti )
   , ( "Maha Shivaratri", "maha(\\s+)?shivaratri", mahaShivaRatri)
-  , ( "Dayananda Saraswati Jayanti","((maharishi|swami) )?(dayananda )?saraswati jayanti", saraswatiJayanti )
-  , ( "Karva Chauth", "karva\\s+chauth|karaka\\s+chaturthi", karvaChauth)
+  , ( "Dayananda Saraswati Jayanti","((maharishi|swami) )?(dayananda )?saraswati jayanti"
+    , saraswatiJayanti )
+  , ( "Karva Chauth", "karva\\s+chauth|karaka\\s+chaturthi"
+    , karvaChauth)
   , ( "Krishna Janmashtami", "(krishna )?janmashtami|gokulashtami", krishnaJanmashtami )
   , ( "Shemini Atzeret", "shemini\\s+atzeret"
     , cycleNthAfter False TG.Day 21 roshHashana )