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

d028c4a

·

1 Parent(s): 13f9e69

Upload compas.py

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compas.py +1 -1

compas.py CHANGED Viewed

@@ -261,7 +261,7 @@ class Compas(datasets.GeneratorBasedBuilder):
         data.drop("c_days_from_compas", axis="columns", inplace=True)
         # handle nan values
-        data = data.loc[data.days_b_screening_arrest.isna(), "days_b_screening_arrest"] = -1
         data.loc[:, "days_b_screening_arrest"] = data.days_b_screening_arrest.astype(int)
         print("dropping from " + str(data.shape[0]))
         data = data[~data.r_days_from_arrest.isna()]

         data.drop("c_days_from_compas", axis="columns", inplace=True)
         # handle nan values
+        data.loc[data.days_b_screening_arrest.isna(), "days_b_screening_arrest"] = -1
         data.loc[:, "days_b_screening_arrest"] = data.days_b_screening_arrest.astype(int)
         print("dropping from " + str(data.shape[0]))
         data = data[~data.r_days_from_arrest.isna()]