Update Mimic4Dataset.py

Mimic4Dataset.py

@@ -434,9 +434,9 @@ class Mimic4Dataset(datasets.GeneratorBasedBuilder):
             description="Dataset for mimic4 Custom Mortality task"
         ),
     ]
-
+    
     DEFAULT_CONFIG_NAME = "Mortality"
-
+    self.feat_cond, self.feat_chart, self.feat_proc, self.feat_meds, self.feat_out,self.path = self.create_cohort()
     def map_dtype(self,dtype):
         if pd.api.types.is_integer_dtype(dtype):
             return datasets.Value('int64')
@@ -802,7 +802,6 @@ class Mimic4Dataset(datasets.GeneratorBasedBuilder):
     
 #############################################################################################################################
     def _info(self):
-        self.feat_cond, self.feat_chart, self.feat_proc, self.feat_meds, self.feat_out,self.path = self.create_cohort()
 
         if self.encoding == 'onehot' :
             X_train_encoded=generate_split(self.path+'/train_data.pkl',self.config.name,True,self.feat_cond, self.feat_chart, self.feat_proc, self.feat_meds, self.feat_out)