Datasets:

mstz
/

heloc

Tasks:

Tabular Classification

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Size:

Tags:

tabular_classification

binary_classification

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mstz commited on Mar 23, 2023

Commit

33e26ce

•

1 Parent(s): 10891b3

Upload heloc.py

Files changed (1) hide show

heloc.py +2 -2

heloc.py CHANGED Viewed

@@ -146,10 +146,10 @@ class Heloc(datasets.GeneratorBasedBuilder):
             yield row_id, data_row
     def preprocess(self, data: pandas.DataFrame, config: str = "cancer") -> pandas.DataFrame:
-        print(list(features_types_per_config["risk"].keys()))
-        print(data.columns)
         data = data[list(features_types_per_config["risk"].keys())]
         if config == "risk":
             return data
         else:

             yield row_id, data_row
     def preprocess(self, data: pandas.DataFrame, config: str = "cancer") -> pandas.DataFrame:
         data = data[list(features_types_per_config["risk"].keys())]
+        data.loc[:, "is_at_risk"] = data.is_at_risk.apply(lambda x: 1 if x == "Bad" else 0)
         if config == "risk":
             return data
         else: