Datasets:

mstz
/

post_operative

Tasks:

Tabular Classification

Languages:

Size:

Tags:

tabular_classification

binary_classification

multiclass_classification

License:

Dataset card Files Files and versions Community

mstz commited on Apr 13, 2023

Commit

bd31a71

·

1 Parent(s): 54cb3a0

Upload post_operative.py

Files changed (1) hide show

post_operative.py +1 -1

post_operative.py CHANGED Viewed

@@ -130,7 +130,7 @@ class PostOperative(datasets.GeneratorBasedBuilder):
     def preprocess(self, data: pandas.DataFrame) -> pandas.DataFrame:
         if self.config.name == "post_operative_binary":
-            data["decision"] = data["decision"].apply(lambda x: 1 if x > 1 else 0)
         for feature in _ENCODING_DICS:
             encoding_function = partial(self.encode, feature)

     def preprocess(self, data: pandas.DataFrame) -> pandas.DataFrame:
         if self.config.name == "post_operative_binary":
+            data["decision"] = data["decision"].apply(lambda x: 1 if x >= 1 else 0)
         for feature in _ENCODING_DICS:
             encoding_function = partial(self.encode, feature)