Update Mimic4Dataset.py

Mimic4Dataset.py

@@ -153,11 +153,8 @@ class Mimic4Dataset(datasets.GeneratorBasedBuilder):
         timeW = config['timeWindow']
         self.timeW=int(timeW.split()[1])
         self.bucket = config['timebucket']
-        if self.config.name =='Mortality': 
-            self.wind = config['predW']
-        else :
-            self.wind =1
-        print(self.wind)
+        self.PredW = config['predW']
+
         self.data_icu = config['icu_no_icu']=='ICU'
         
         if self.data_icu:
@@ -447,12 +444,12 @@ class Mimic4Dataset(datasets.GeneratorBasedBuilder):
             demo=demo.drop(['label'],axis=1)
             X= generate_ml(dyn_df,cond_df,demo,concat_cols,self.concat)
             X=X.values.tolist()[0]
-            
-            size_concat = self.size_cond+ self.size_proc * ((self.timeW + self.wind)//self.bucket) + self.size_meds * ((self.timeW + self.wind)//self.bucket)+ self.size_out * ((self.timeW + self.wind)//self.bucket)+ self.size_chart * ((self.timeW + self.wind)//self.bucket)+ self.size_lab * ((self.timeW + self.wind)//self.bucket) + 4
+            interv = ((self.timeW + self.PredW)//self.bucket) + (self.config.name != 'Mortality')
+            size_concat = self.size_cond+ self.size_proc * interv + self.size_meds * interv+ self.size_out * interv+ self.size_chart *interv+ self.size_lab * interv + 4
             size_aggreg = self.size_cond+ self.size_proc + self.size_meds+ self.size_out+ self.size_chart+ self.size_lab + 4
             print('x: ', len(X))
             print('size_concat: ', size_concat)
-            print('((self.timeW + self.wind)//self.bucket): ', ((self.timeW + self.wind)//self.bucket))
+            print('interv: ', interv)
             if ((self.concat and len(X)==size_concat) or ((not self.concat) and len(X)==size_aggreg)):
                 yield int(i), {
                     "label": label,