Update Mimic4Dataset.py

Mimic4Dataset.py

@@ -96,12 +96,10 @@ class Mimic4Dataset(datasets.GeneratorBasedBuilder):
                                 }
                             ),
                     }),
-                "OUT":  datasets.Sequence(
-                                {
-                                    "id": datasets.Value("int32"),
-                                    "value": datasets.Sequence(datasets.Sequence(datasets.Value("float32")))
-                                }
-                            ),
+                "OUT":  {
+                            "id": datasets.Sequence(datasets.Value("int32")),
+                            "value": datasets.Sequence(datasets.Sequence(datasets.Value("float32")))
+                                },
                 "label": datasets.ClassLabel(names=["0", "1"]),
             }
         )
@@ -133,10 +131,16 @@ class Mimic4Dataset(datasets.GeneratorBasedBuilder):
             age = data['age']
             gender = data['gender']
             label = data['label']
+            
             items = list(proc_features.keys())
             values =[proc_features[i] for i in items ]
             procs = {"id" : items,
                   "value": values}
+            
+            items_outs = list(out_features.keys())
+            values_outs =[out_features[i] for i in items_outs ]
+            outs = {"id" : items_outs,
+                  "value": values_outs}
 
     
             yield int(hid), {
@@ -145,7 +149,7 @@ class Mimic4Dataset(datasets.GeneratorBasedBuilder):
                 "age" : age,
                 "PROC" : procs,
                 "CHART" : None,
-                "OUT" : None,
+                "OUT" : outs,
                 "COND" : cond_features,
                 "label" : label
             }