Datasets:
Upload lrs.py
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lrs.py
CHANGED
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@@ -1108,27 +1108,26 @@ class Lrs(datasets.GeneratorBasedBuilder):
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| 1108 |
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def preprocess(self, data: pandas.DataFrame) -> pandas.DataFrame:
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| 1110 |
data.drop("ID-type", axis="columns", inplace=True)
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| 1111 |
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print(data.columns)
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| 1112 |
data = data[list(features_types_per_config["lrs"].keys())]
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| 1113 |
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data["lrs_class"] = data["lrs_class"].apply(lambda x: x if x < 10 else x // 10).unique()
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if self.config.name == "lrs_0":
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| 1116 |
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data["lrs_class"] = data["lrs_class"].apply(lambda x: 1 if x == 0 else 0)
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if self.config.name == "lrs_1":
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data["lrs_class"] = data["lrs_class"].apply(lambda x: 1 if x == 1 else 0)
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if self.config.name == "lrs_2":
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| 1120 |
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data["lrs_class"] = data["lrs_class"].apply(lambda x: 1 if x == 2 else 0)
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if self.config.name == "lrs_3":
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data["lrs_class"] = data["lrs_class"].apply(lambda x: 1 if x == 3 else 0)
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if self.config.name == "lrs_4":
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data["lrs_class"] = data["lrs_class"].apply(lambda x: 1 if x == 4 else 0)
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if self.config.name == "lrs_5":
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data["lrs_class"] = data["lrs_class"].apply(lambda x: 1 if x == 5 else 0)
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if self.config.name == "lrs_6":
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data["lrs_class"] = data["lrs_class"].apply(lambda x: 1 if x == 6 else 0)
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if self.config.name == "lrs_7":
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data["lrs_class"] = data["lrs_class"].apply(lambda x: 1 if x == 7 else 0)
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if self.config.name == "lrs_8":
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data["lrs_class"] = data["lrs_class"].apply(lambda x: 1 if x == 8 else 0)
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return data
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| 1108 |
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def preprocess(self, data: pandas.DataFrame) -> pandas.DataFrame:
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| 1110 |
data.drop("ID-type", axis="columns", inplace=True)
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| 1111 |
data = data[list(features_types_per_config["lrs"].keys())]
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data.loc[:, "lrs_class"] = data["lrs_class"].apply(lambda x: x if x < 10 else x // 10).unique()
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| 1113 |
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if self.config.name == "lrs_0":
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data.loc[:, "lrs_class"] = data["lrs_class"].apply(lambda x: 1 if x == 0 else 0)
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if self.config.name == "lrs_1":
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data.loc[:, "lrs_class"] = data["lrs_class"].apply(lambda x: 1 if x == 1 else 0)
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if self.config.name == "lrs_2":
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| 1119 |
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data.loc[:, "lrs_class"] = data["lrs_class"].apply(lambda x: 1 if x == 2 else 0)
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| 1120 |
if self.config.name == "lrs_3":
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data.loc[:, "lrs_class"] = data["lrs_class"].apply(lambda x: 1 if x == 3 else 0)
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if self.config.name == "lrs_4":
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| 1123 |
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data.loc[:, "lrs_class"] = data["lrs_class"].apply(lambda x: 1 if x == 4 else 0)
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if self.config.name == "lrs_5":
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| 1125 |
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data.loc[:, "lrs_class"] = data["lrs_class"].apply(lambda x: 1 if x == 5 else 0)
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if self.config.name == "lrs_6":
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data.loc[:, "lrs_class"] = data["lrs_class"].apply(lambda x: 1 if x == 6 else 0)
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if self.config.name == "lrs_7":
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data.loc[:, "lrs_class"] = data["lrs_class"].apply(lambda x: 1 if x == 7 else 0)
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if self.config.name == "lrs_8":
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data.loc[:, "lrs_class"] = data["lrs_class"].apply(lambda x: 1 if x == 8 else 0)
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return data
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