Datasets:
Tasks:
Tabular Classification
Languages:
English
Upload p53.py
Browse files
p53.py
CHANGED
@@ -82,10 +82,12 @@ class P53(datasets.GeneratorBasedBuilder):
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def preprocess(self, data: pandas.DataFrame) -> pandas.DataFrame:
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for feature in _ENCODING_DICS:
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encoding_function = partial(self.encode, feature)
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data.loc[:, feature] = data[feature].apply(encoding_function)
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for feature in data.columns:
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if feature == "class":
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break
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data[data[feature] == "?", feature] = data[feature].mean()
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def preprocess(self, data: pandas.DataFrame) -> pandas.DataFrame:
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for feature in _ENCODING_DICS:
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print(f"encoding {feature}\n\n\n")
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encoding_function = partial(self.encode, feature)
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data.loc[:, feature] = data[feature].apply(encoding_function)
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for feature in data.columns:
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print(f"on feature {feature}\n\n\n")
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if feature == "class":
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break
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data[data[feature] == "?", feature] = data[feature].mean()
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