Update Mimic4Dataset.py

Mimic4Dataset.py

@@ -45,7 +45,10 @@ def check_config(task,config_file):
     with open(config_file) as f:
         config = yaml.safe_load(f)
 
-    disease_label =  config['disease_label']
+    if task=='Phenotype':
+        disease_label =  config['disease_label']
+    else :
+        disease_label = ""
     time = config['timePrediction']
     label = task
     timeW = config['timeWindow']
@@ -99,18 +102,18 @@ def check_config(task,config_file):
     
     elif task=='Mortality':
         time=0
-        disease_label=""
+        label= 'Mortality'
         assert (predW<=8 and predW>=2, "Prediction window should be between 2 and 8")
         assert (timeW[0]=='Fisrt' and include<=72 and include>=24, "Time window should be between First 24 and First 72")
     
     elif task=='Length of Stay':
-        disease_label=""
+        label= 'Length of Stay'
         assert (timeW[0]=='Fisrt' and include<=72 and include>=24, "Time window should be between Fisrt 24 and Fisrt 72")
         assert (time<=10 and time>=1, "Length of stay should be between 1 and 10")
         predW=0
     
     elif task=='Readmission':
-        disease_label=""
+        label= 'Readmission'
         assert (timeW[0]=='Last' and include<=72 and include>=24, "Time window should be between Last 24 and Last 72")
         assert (time<=150 and time>=10 and time%10==0, "Readmission window should be between 10 and 150 with a step of 10")
         predW=0