Update Mimic4Dataset.py

Mimic4Dataset.py

@@ -221,7 +221,7 @@ def generate_split(path,task,concat,feat_cond=True,feat_chart=True,feat_proc=Tru
     task=task.replace(" ","_")
     X_df=pd.DataFrame()   
     #y_df=pd.DataFrame(df['label'],columns=['label'])
-    for hid, data in df.iterrows():
+    for _, data in tqdm(df.iterrows()):
         concat_cols=[]
         sample=data
         dyn_df,cond_df,demo=onehot(sample,task,feat_cond,feat_chart,feat_proc, feat_meds, feat_out)
@@ -640,7 +640,7 @@ class Mimic4Dataset(datasets.GeneratorBasedBuilder):
             X_train_encoded.to_csv(self.path+"/X_train_encoded.csv", index=False)
             X_test_encoded.to_csv(self.path+"/X_test_encoded.csv", index=False)
             X_val_encoded.to_csv(self.path+"/X_val_encoded.csv", index=False)
-            return self._info_encoded()
+            return self._info_encoded(X_train_encoded)
         else:
             return self._info_raw()