Update data/model_handler.py

data/model_handler.py

@@ -55,7 +55,7 @@ class ModelHandler:
                             print(f"Error loading {model_name} - {e}")
                             continue
 
-        self._save_model_infos()
+        #self._save_model_infos()
 
         model_res = {}
         if len(self.model_infos) > 0:
@@ -79,6 +79,7 @@ class ModelHandler:
 
     @staticmethod
     def add_rank(df):
+        df.fillna(0.0, inplace=True)
         cols_to_rank = [
             col
             for col in df.columns
@@ -101,6 +102,4 @@ class ModelHandler:
         for col in df.columns:
             if df[col].dtype == "float64":
                 df[col] = df[col].apply(lambda x: round(x * 100, 1))
-        # Fill NaN after averaging
-        df.fillna("", inplace=True)
         return df