Datasets:
Update wine.py
Browse files
wine.py
CHANGED
@@ -93,10 +93,12 @@ class Wine(datasets.GeneratorBasedBuilder):
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yield row_id, data_row
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def preprocess(self, data: pandas.DataFrame, config: str = DEFAULT_CONFIG) -> pandas.DataFrame:
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data = data.rename(columns={"color": "is_red"})
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data.loc[data.is_red == "red", "color"] = 0
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data.loc[data.is_red == "white", "color"] = 1
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-
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data.columns = _BASE_FEATURE_NAMES
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return data
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yield row_id, data_row
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def preprocess(self, data: pandas.DataFrame, config: str = DEFAULT_CONFIG) -> pandas.DataFrame:
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+
print(data.head())
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data = data.rename(columns={"color": "is_red"})
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print(data.head())
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data.loc[data.is_red == "red", "color"] = 0
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data.loc[data.is_red == "white", "color"] = 1
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+
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data.columns = _BASE_FEATURE_NAMES
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return data
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