Datasets:
Update covertype.py
Browse files- covertype.py +7 -9
covertype.py
CHANGED
@@ -596,21 +596,19 @@ class Covertype(datasets.GeneratorBasedBuilder):
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def preprocess(self, data: pandas.DataFrame, config: str = DEFAULT_CONFIG) -> pandas.DataFrame:
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data["cover_type"] = data["cover_type"].apply(lambda x: x - 1)
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if config == "
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data["cover_type"] = data["cover_type"].apply(lambda x: 1 if x == 0 else 0)
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elif config == "
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data["cover_type"] = data["cover_type"].apply(lambda x: 1 if x == 1 else 0)
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elif config == "
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data["cover_type"] = data["cover_type"].apply(lambda x: 1 if x == 2 else 0)
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elif config == "
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data["cover_type"] = data["cover_type"].apply(lambda x: 1 if x == 3 else 0)
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elif config == "
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data["cover_type"] = data["cover_type"].apply(lambda x: 1 if x == 4 else 0)
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elif config == "
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data["cover_type"] = data["cover_type"].apply(lambda x: 1 if x == 5 else 0)
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elif config == "
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data["cover_type"] = data["cover_type"].apply(lambda x: 1 if x == 6 else 0)
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print(data["cover_type"])
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return data
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def preprocess(self, data: pandas.DataFrame, config: str = DEFAULT_CONFIG) -> pandas.DataFrame:
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data["cover_type"] = data["cover_type"].apply(lambda x: x - 1)
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+
if config == "covertype_0":
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data["cover_type"] = data["cover_type"].apply(lambda x: 1 if x == 0 else 0)
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elif config == "covertype_1":
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data["cover_type"] = data["cover_type"].apply(lambda x: 1 if x == 1 else 0)
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elif config == "covertype_2":
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data["cover_type"] = data["cover_type"].apply(lambda x: 1 if x == 2 else 0)
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elif config == "covertype_3":
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data["cover_type"] = data["cover_type"].apply(lambda x: 1 if x == 3 else 0)
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elif config == "covertype_4":
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data["cover_type"] = data["cover_type"].apply(lambda x: 1 if x == 4 else 0)
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elif config == "covertype_5":
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data["cover_type"] = data["cover_type"].apply(lambda x: 1 if x == 5 else 0)
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elif config == "covertype_6":
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data["cover_type"] = data["cover_type"].apply(lambda x: 1 if x == 6 else 0)
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return data
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