Update Mimic4Dataset.py

Mimic4Dataset.py

@@ -472,7 +472,7 @@ class Mimic4Dataset(datasets.GeneratorBasedBuilder):
             dyn.columns=dyn.columns.droplevel(0)
             cols=dyn.columns
             time=dyn.shape[0]
-            for t in range(time-1):
+            for t in range(time):
                 cols_t = [str(x) + "_"+str(t) for x in cols]
                 concat_cols.extend(cols_t)
 
@@ -484,7 +484,7 @@ class Mimic4Dataset(datasets.GeneratorBasedBuilder):
             X= generate_ml(dyn_df,cond_df,demo,concat_cols,self.concat)
             X=X.values.tolist()[0]
             
-            interv = (self.timeW//self.bucket)
+            interv = (self.timeW//self.bucket)+1
             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