Update dataset_utils.py

dataset_utils.py

@@ -116,6 +116,9 @@ def concat_data(data,task,feat_cond,feat_proc,feat_out,feat_chart,feat_meds,feat
             combined_df = pd.concat([features,oneh],ignore_index=True).fillna(0)
             combined_oneh=combined_df.sum().to_frame().T
             cond_df=combined_oneh
+            for c in cond_df.columns :
+                if c not in features: 
+                    cond_df=cond_df.drop(columns=[c])
 
     ##########PROC#########
     if (feat_proc):