Datasets:
Update car.py
Browse files
car.py
CHANGED
@@ -147,14 +147,14 @@ class Car(datasets.GeneratorBasedBuilder):
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yield row_id, data_row
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def preprocess(self, data: pandas.DataFrame
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data.columns = _BASE_FEATURE_NAMES
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for feature in _ENCODING_DICS:
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encoding_function = partial(self.encode, feature)
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data[feature] = data[feature].apply(encoding_function)
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if config == "car_binary":
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data["acceptability_level"] = data["acceptability_level"].apply(lambda x: 0 if x == 0 else 1)
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print("mapping...\n\n")
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yield row_id, data_row
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def preprocess(self, data: pandas.DataFrame) -> pandas.DataFrame:
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data.columns = _BASE_FEATURE_NAMES
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for feature in _ENCODING_DICS:
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encoding_function = partial(self.encode, feature)
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data[feature] = data[feature].apply(encoding_function)
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if self.config.name == "car_binary":
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data["acceptability_level"] = data["acceptability_level"].apply(lambda x: 0 if x == 0 else 1)
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print("mapping...\n\n")
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