Datasets:

mstz
/

compas

Tasks:

Tabular Classification

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Tags:

tabular_classification

binary_classification

multiclass_classification

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Dataset card Data Studio Files Files and versions

mstz commited on Mar 22, 2023

Commit

10f484a

·

1 Parent(s): dcf4b4b

Upload compas.py

Files changed (1) hide show

compas.py +3 -2

compas.py CHANGED Viewed

@@ -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))
         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))
         return data

     def two_years_recidividity_preprocessing(self, data: pandas.DataFrame) -> pandas.DataFrame:
         # categorize features
+        print(data.columns)
+        data.loc[:, "race"] = data.race.apply(self.encode_race)
         return data
     def priors_prediction_preprocessing(self, data: pandas.DataFrame) -> pandas.DataFrame:
         # categorize features
+        data.loc[:, "race"] = data.race.apply(self.encode_race)
         return data