...

pipeline.py

@@ -239,7 +239,7 @@ class Components :
 		real_df = pd.DataFrame()
 		if x_cols :
 			args['data'] = args['data'][list(set(args['data'].columns) - set(x_cols))]
-			real_df = df['data'][x_cols].copy()
+			real_df = df[x_cols].copy()
 		
 		args['candidates']	= 1 if 'candidates' not in args else int(args['candidates'])
 		if 'gpu' in args :
@@ -279,7 +279,7 @@ class Components :
 				if x_cols :
 					for _col in x_cols :
 						if real_df[_col].unique().size > 0 :
-							_df[_col] = self.approximate(df[_col].fillna(-1))
+							_df[_col] = self.approximate(real_df[_col].fillna(-1))
 						else:
 							_df[_col] = -1