Update Mimic4Dataset.py

Mimic4Dataset.py

@@ -79,6 +79,7 @@ class Mimic4Dataset(datasets.GeneratorBasedBuilder):
                 "label": datasets.ClassLabel(names=["0", "1"]),
                 "gender": datasets.Value("string"),
                 "ethnicity": datasets.Value("string"),
+                "insurance": datasets.Value("string"),
                 "age": datasets.Value("int32"),
                 "COND": datasets.Sequence(datasets.Value("string")),
                 "MEDS": {
@@ -220,6 +221,7 @@ class Mimic4Dataset(datasets.GeneratorBasedBuilder):
             age = data['age']
             gender = data['gender']
             label = data['label']
+            insurance=data['insurance']
             
             items = list(proc_features.keys())
             values =[proc_features[i] for i in items ]
@@ -289,6 +291,7 @@ class Mimic4Dataset(datasets.GeneratorBasedBuilder):
                 "label" : label,
                 "gender" : gender,
                 "ethnicity" : eth,
+                "insurance" : insurance
                 "age" : age,
                 "COND" : cond_features,
                 "PROC" : procs,