kermitting soon

util/app.py

@@ -209,15 +209,10 @@ def predict_champion(player_opgg_url, *champions):
     try:
         if model is None:
             return "Model not loaded properly"
-        
-        print("============= Inside predict_champion(): Model loaded properly=================\n")
 
         training_df = get_user_training_df(player_opgg_url)
 
-        print("============= Inside predict_champion(): =================\n")
         print("training_df type: ", type(training_df), "\n training_df: \n", training_df , "\n")
-        
-        print("=============== Inside predict_champion =================== \n")
 
         training_df = convert_df(training_df)
         training_df = apply_feature_engineering(training_df)
@@ -228,8 +223,8 @@ def predict_champion(player_opgg_url, *champions):
             target_column='champion',
             stratify_columns=['champion', 'region'],
             min_samples_per_class=5,
-            train_size=0,
-            val_size=1,
+            train_size=0.6,
+            val_size=0.2,
             random_state=42
         )
         print("type(X_test): ", type(X_test), "\n")