Upload covertype.py

covertype.py

@@ -71,7 +71,7 @@ features_types_per_config = {
 		"soil_type_id_38": datasets.Value("bool"),
 		"soil_type_id_39": datasets.Value("bool"),
         "soil_type": datasets.Value("string"),
-		"cover_type
+		"cover_type": datasets.ClassLabel(num_classes=7)
     }
 }
 
@@ -119,8 +119,5 @@ class Covertype(datasets.GeneratorBasedBuilder):
                 yield row_id, data_row
 
     def preprocess(self, data: pandas.DataFrame, config: str = DEFAULT_CONFIG) -> pandas.DataFrame:
-        data["500"] = data["500"].apply(lambda x: max(0, x)).astype(int)
-        if "0.1" in data:
-            data.drop("0.1", axis="columns", inplace=True)
-
+        data.loc[:, "cover_type"] = data["cover_type"].apply(lambda x: x - 1)
         return data