Update Mimic4Dataset.py

Mimic4Dataset.py

@@ -426,8 +426,10 @@ 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 = self.size_cond+ self.size_proc * (self.timeW//self.bucket) + self.size_meds* (self.timeW//self.bucket)+ self.size_out* (self.timeW//self.bucket)+ self.size_chart* (self.timeW//self.bucket)+ self.size_lab* (self.timeW//self.bucket) + 4
-            if len(X)==size:
+            size_concat = self.size_cond+ self.size_proc * (self.timeW//self.bucket) + self.size_meds* (self.timeW//self.bucket)+ self.size_out* (self.timeW//self.bucket)+ self.size_chart* (self.timeW//self.bucket)+ self.size_lab* (self.timeW//self.bucket) + 4
+            size_aggreg = self.size_cond+ self.size_proc + self.size_meds+ self.size_out+ self.size_chart+ self.size_lab + 4
+            
+            if (len(X)==size_concat or len(X)==size_aggreg):
                 yield int(i), {
                     "label": label,
                     "features": X,