lightgbm is now working

[predictops.git] / config / learn.cfg

diff --git a/config/learn.cfg b/config/learn.cfg
index 82c67ddf5cc81797dc8edcb5ffe1178966565387..aef0edd22f22e03a84ea12dacf04f4bcf3db6322 100644 (file)
--- a/config/learn.cfg
+++ b/config/learn.cfg
@@ -1,33 +1,36 @@
 [DATETIME]
 [DATETIME]

-start    = 01/01/2016 00:00:00
-end      = 12/31/2018 23:00:00
-hourStep = 3
+start    = 01/01/2006 00:00:00
+end      = 12/31/2019 23:00:00
+hourStep = 1

 
 
 [FEATURES]
 
 
 [FEATURES]

-meteofrance = True

 ephemeris   = True
 holidays    = True
 ephemeris   = True
 holidays    = True

+meteofrance = True
+ramadan     = True

 
 
 [FEATURE_CONFIG]
 
 
 [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'
 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]
 
 
 [PREPROCESSING]

-fill_method = spline
+fill_method = linear

 order       = 3
 
 
 [HISTORY_KNOWLEDGE]
 order       = 3
 
 
 [HISTORY_KNOWLEDGE]

-nb_lines = 5
+nb_lines = 24*7*4

 
 
 [TARGET]
 
 
 [TARGET]

-config = (Path.cwd() / 'config') / 'targets' / 'sdis25.cfg'
-
+config      = (Path.cwd() / 'config') / 'targets' / 'sdis25.cfg'
+cumulative  = True
+horizon     = 0

 
 [LEARNER]
 
 [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