Upload compas.py

compas.py

@@ -312,7 +312,8 @@ class Compas(datasets.GeneratorBasedBuilder):
 
     def two_years_recidividity_preprocessing(self, data: pandas.DataFrame) -> pandas.DataFrame:
         # categorize features
-        data.loc[:, "race"] = data.race.apply(self.encode_race(race))
+        print(data.columns)
+        data.loc[:, "race"] = data.race.apply(self.encode_race)
 
         return data
         
@@ -324,7 +325,7 @@ class Compas(datasets.GeneratorBasedBuilder):
 
     def priors_prediction_preprocessing(self, data: pandas.DataFrame) -> pandas.DataFrame:
         # categorize features
-        data.loc[:, "race"] = data.race.apply(self.encode_race(race))
+        data.loc[:, "race"] = data.race.apply(self.encode_race)
 
         return data