[DATETIME]
-start = 01/01/2006 00:00:00
-end = 12/31/2017 23:00:00
-hourStep = 1
+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
