Datasets:

mstz
/

heart_failure

Tasks:

Tabular Classification

Modalities:

Languages:

Size:

Tags:

tabular_classification

binary_classification

Libraries:

License:

Dataset card Viewer Files Files and versions Community

mstz commited on Mar 31, 2023

Commit

9326b2e

•

1 Parent(s): 18a2f6c

Update heart_failure.py

Files changed (1) hide show

heart_failure.py +1 -0

heart_failure.py CHANGED Viewed

@@ -95,6 +95,7 @@ class HeartFailure(datasets.GeneratorBasedBuilder):
     def preprocess(self, data: pandas.DataFrame, config: str = "death") -> pandas.DataFrame:
         data.columns = _BASE_FEATURE_NAMES
         data = data.astype({"has_anaemia": "bool", "has_diabetes": "bool", "has_high_blood_pressure": "bool", "is_male": "bool",
                             "is_smoker": "bool"})

     def preprocess(self, data: pandas.DataFrame, config: str = "death") -> pandas.DataFrame:
         data.columns = _BASE_FEATURE_NAMES
+        data = data.rename(columns={"sex": "is_male"})
         data = data.astype({"has_anaemia": "bool", "has_diabetes": "bool", "has_high_blood_pressure": "bool", "is_male": "bool",
                             "is_smoker": "bool"})