ag update

src/config.yaml

@@ -2,7 +2,7 @@ processing:
   skiarea_test: 'Klausberg'        ##you can put it to None
   season_test_skiarea : 'Kronplatz' ##you can put it to None
   season_test_year: 2023            ##you can put it to None
-  weight_type: 'sqrt' 
+  weight_type: 'sum' 
   use_small: True                   ## condensate underrepresented classes (no destination!)
   reload_data: False
   use_smote: False                  ##I don't like to use it, leave to False

src/utils.py

@@ -96,6 +96,7 @@ def retrive_data(reload_data:bool,threshold_under_represented:float,path:str)->(
     #import pdb
     #pdb.set_trace()
     df = df[df.year>2011]
+    df = df[df.year>2015] ##maby better?
     ## these columns can lead to overfit!
 
     df.drop(columns=['dateandtime','skiarea_id','day_of_year','minute_of_day','year'], inplace=True)