X-Git-Url: https://bilbo.iut-bm.univ-fcomte.fr/and/gitweb/predictops.git/blobdiff_plain/661ece8c54b20d4c559e5f73616cc213f8c4f6b7..7ee7381044cbe0539ec18052a77b9f6600678bb9:/config/learn.cfg?ds=inline

diff --git a/config/learn.cfg b/config/learn.cfg
index 29bd628..9081652 100644
--- a/config/learn.cfg
+++ b/config/learn.cfg
@@ -1,31 +1,39 @@
 [DATETIME]
-start    = 01/01/2010 01:00:00
-end      = 12/31/2017 23:00:00
-hourStep = 5
+start    = 01/01/2016 00:00:00
+end      = 12/31/2019 23:00:00
+hourStep = 3
+
+
+[HISTORY_KNOWLEDGE]
+nb_lines = 24//3*7*4
+
+
+[TARGET]
+config      = (Path.cwd() / 'config') / 'targets' / 'sdis25.cfg'
+cumulative  = True
+horizon     = 3
 
 
 [FEATURES]
-meteofrance = True
 ephemeris   = True
+holidays    = True
+meteofrance = True
+ramadan     = True
+sentinelles = 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'
+sentinelles = (Path.cwd() / 'config') / 'features' / 'feature_sentinelles.cfg'
 
 
 [PREPROCESSING]
-fill_method = spline
+fill_method = linear
 order       = 3
 
 
-[HISTORY_KNOWLEDGE]
-nb_lines = 5
-
-
-[TARGET]
-config = (Path.cwd() / 'config') / 'targets' / 'sdis25.cfg'
-
-
 [LEARNER]
-config =  (Path.cwd() / 'config') / 'learners' / 'xgboost.cfg'
\ No newline at end of file
+config =  (Path.cwd() / 'config') / 'learners' / 'lightgbm.cfg'
\ No newline at end of file