Adding ramadan features, and binary category of feat.

[predictops.git] / config / learn.cfg

diff --git a/config/learn.cfg b/config/learn.cfg
index 53c62deeb541804097e3a30cb8ee04449038aff2..73379cf605405d0a8bccf95089daf343064ad5ee 100644 (file)
--- a/config/learn.cfg
+++ b/config/learn.cfg
@@ -1,31 +1,36 @@
 [DATETIME]
 start    = 01/01/2006 00:00:00
-end      = 12/31/2017 23:00:00
-hourStep = 1
+end      = 12/31/2019 23:00:00
+hourStep = 3
 
 
 [FEATURES]
-meteofrance = True
 ephemeris   = True
+holidays    = True
+meteofrance = True
+ramadan     = True
 
 
 [FEATURE_CONFIG]
-meteofrance = (Path.cwd() / 'config') / 'features' / 'feature_meteo.cfg'
 ephemeris   = (Path.cwd() / 'config') / 'features' / 'feature_ephemeris.cfg'
+holidays    = (Path.cwd() / 'config') / 'features' / 'feature_holidays.cfg'
+meteofrance = (Path.cwd() / 'config') / 'features' / 'feature_meteo.cfg'
+ramadan     = (Path.cwd() / 'config') / 'features' / 'feature_ramadan.cfg'
 
 
 [PREPROCESSING]
-fill_method = spline
+fill_method = linear
 order       = 3
 
 
 [HISTORY_KNOWLEDGE]
-nb_lines = 5
+nb_lines = 24//3*7*4
 
 
 [TARGET]
-config = (Path.cwd() / 'config') / 'targets' / 'sdis25.cfg'
-
+config      = (Path.cwd() / 'config') / 'targets' / 'sdis25.cfg'
+cumulative  = True
+horizon     = 1
 
 [LEARNER]
 config =  (Path.cwd() / 'config') / 'learners' / 'xgboost.cfg'
\ No newline at end of file