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Adding ramadan features, and binary category of feat.
[predictops.git] / config / learn.cfg
index 9475c783e083916f0e045820a0e6f528d2d79807..73379cf605405d0a8bccf95089daf343064ad5ee 100644 (file)
@@ -1,19 +1,36 @@
 [DATETIME]
-start    = 01/01/2010 01:00:00
-end      = 12/31/2010 23:00:00
-hourStep = 6
+start    = 01/01/2006 00:00:00
+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
-order       = 3
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+fill_method = linear
+order       = 3
+
+
+[HISTORY_KNOWLEDGE]
+nb_lines = 24//3*7*4
+
+
+[TARGET]
+config      = (Path.cwd() / 'config') / 'targets' / 'sdis25.cfg'
+cumulative  = True
+horizon     = 1
+
+[LEARNER]
+config =  (Path.cwd() / 'config') / 'learners' / 'xgboost.cfg'
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