Update Mimic4Dataset.py

Mimic4Dataset.py

@@ -654,8 +654,8 @@ class Mimic4Dataset(datasets.GeneratorBasedBuilder):
         config = self.config_path.split('/')[-1]
 
         #####################create task cohort
-        if not os.path.exists(data_dir):
-            task_cohort(self.config.name.replace(" ","_"),self.mimic_path,config)
+        #if not os.path.exists(data_dir):
+        task_cohort(self.config.name.replace(" ","_"),self.mimic_path,config)
 
         #####################Split data into train, test and val
         with open(data_dir, 'rb') as fp:
@@ -890,7 +890,7 @@ class Mimic4Dataset(datasets.GeneratorBasedBuilder):
             demo['gender']=gen_encoder.transform(demo['gender'])
             demo['ethnicity']=eth_encoder.transform(demo['ethnicity'])
             demo['insurance']=ins_encoder.transform(demo['insurance'])
-            label = int(data['label'])
+            label = data['label']
             demo=demo.drop(['label'],axis=1)
             X= getXY(dyn_df,cond_df,demo,concat_cols,True)
             X=X.to_numpy()