diff --git a/pipeline.py b/pipeline.py index 29d15a7..6476221 100644 --- a/pipeline.py +++ b/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