Datasets:
Upload heloc.py
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heloc.py
CHANGED
@@ -137,7 +137,7 @@ class Heloc(datasets.GeneratorBasedBuilder):
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def _generate_examples(self, filepath: str):
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data = pandas.read_csv(filepath)
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data.columns=
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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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@@ -147,6 +147,7 @@ class Heloc(datasets.GeneratorBasedBuilder):
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def preprocess(self, data: pandas.DataFrame, config: str = "cancer") -> pandas.DataFrame:
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print(list(features_types_per_config["risk"].keys()))
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data = data[list(features_types_per_config["risk"].keys())]
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if config == "risk":
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def _generate_examples(self, filepath: str):
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data = pandas.read_csv(filepath)
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data.columns = _BASE_FEATURE_NAMES
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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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def preprocess(self, data: pandas.DataFrame, config: str = "cancer") -> pandas.DataFrame:
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print(list(features_types_per_config["risk"].keys()))
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print(data.columns)
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data = data[list(features_types_per_config["risk"].keys())]
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if config == "risk":
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