Update nbfi.py

nbfi.py

@@ -124,7 +124,7 @@ features_types_per_config = {
         "score_1": datasets.Value("float32"),
         "score_2": datasets.Value("float32"),
         "score_3": datasets.Value("float32"),
-        "nr_defaults_in_social_circle": datasets.Value("int8"),
+        "nr_defaults_in_social_circle": datasets.Value("bool"),
         "inquiries_in_last_year": datasets.Value("float32"),
         "has_defaulted": datasets.ClassLabel(num_classes=2, names=("no", "yes"))
     }
@@ -250,6 +250,7 @@ class NBFI(datasets.GeneratorBasedBuilder):
         data["was_reachable_at_work"] = data["was_reachable_at_work"].apply(bool)
         data["same_residence_and_home"] = data["same_residence_and_home"].apply(bool)
         data["same_work_and_home"] = data["same_work_and_home"].apply(bool)
+        data["nr_defaults_in_social_circle"] = data["same_work_and_home"].apply(bool)
         data["residence_density"] = data["residence_density"].apply(float)
         
         data = data.astype({