mstz commited on
Commit
72ae206
1 Parent(s): 52a2edb

Update covertype.py

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Files changed (1) hide show
  1. 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 == "cover_type_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 == "cover_type_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 == "cover_type_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 == "cover_type_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 == "cover_type_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 == "cover_type_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 == "cover_type_6":
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  data["cover_type"] = data["cover_type"].apply(lambda x: 1 if x == 6 else 0)
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-
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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