Datasets:
Update titanic.py
Browse files- titanic.py +0 -2
titanic.py
CHANGED
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@@ -75,10 +75,8 @@ class Titanic(datasets.GeneratorBasedBuilder):
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def preprocess(self, data):
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data = data.rename(columns={"sex": "is_male"})
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print(data.head())
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data = data[list(features_types_per_config[self.config.name].keys())]
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data.loc[:, "is_male"] = data.is_male.apply(lambda x: x == "male")
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data.loc[data.age == "?", "age"] = data.age.apply(lambda x: x if x != "?" else -1)
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print(data.head())
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return data
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def preprocess(self, data):
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data = data.rename(columns={"sex": "is_male"})
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data = data[list(features_types_per_config[self.config.name].keys())]
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data.loc[:, "is_male"] = data.is_male.apply(lambda x: x == "male")
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data.loc[data.age == "?", "age"] = data.age.apply(lambda x: x if x != "?" else -1)
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return data
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