Datasets:
Upload compas.py
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compas.py
CHANGED
@@ -206,6 +206,8 @@ class Compas(datasets.GeneratorBasedBuilder):
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data = pandas.read_csv(filepath)
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data = self.preprocess(data, config=self.config.name)
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for row_id, row in data.iterrows():
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data_row = dict(row)
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@@ -300,7 +302,6 @@ class Compas(datasets.GeneratorBasedBuilder):
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def two_years_recidividity_preprocessing(self, data: pandas.DataFrame) -> pandas.DataFrame:
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# categorize features
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print(data.columns)
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data.loc[:, "race"] = data.race.apply(self.encode_race)
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data.loc[:, "days_of_recidividity_after_arrest"] = data.days_of_recidividity_after_arrest.astype(int)
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data = pandas.read_csv(filepath)
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data = self.preprocess(data, config=self.config.name)
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print("data.columns")
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print(data.columns)
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for row_id, row in data.iterrows():
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data_row = dict(row)
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def two_years_recidividity_preprocessing(self, data: pandas.DataFrame) -> pandas.DataFrame:
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# categorize features
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data.loc[:, "race"] = data.race.apply(self.encode_race)
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data.loc[:, "days_of_recidividity_after_arrest"] = data.days_of_recidividity_after_arrest.astype(int)
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