Reducing the computation time and adding holidays features

[predictops.git] / config / learn.cfg

diff --git a/config/learn.cfg b/config/learn.cfg
index f6b2e430f60debb523bc70bdccac3ab7a8fff8ae..82c67ddf5cc81797dc8edcb5ffe1178966565387 100644 (file)
--- a/config/learn.cfg
+++ b/config/learn.cfg
@@ -1,17 +1,19 @@
 [DATETIME]
-start    = 01/01/2010 01:00:00
-end      = 12/31/2010 23:00:00
-hourStep = 6
+start    = 01/01/2016 00:00:00
+end      = 12/31/2018 23:00:00
+hourStep = 3
 
 
 [FEATURES]
 meteofrance = True
 ephemeris   = True
+holidays    = 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'
 
 
 [PREPROCESSING]
@@ -19,5 +21,13 @@ fill_method = spline
 order       = 3
 
 
+[HISTORY_KNOWLEDGE]
+nb_lines = 5
+
+
 [TARGET]
 config = (Path.cwd() / 'config') / 'targets' / 'sdis25.cfg'
+
+
+[LEARNER]
+config =  (Path.cwd() / 'config') / 'learners' / 'xgboost.cfg'
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