Traceback (most recent call last): File "C:\Users\木南\PycharmProjects\pythonProject1\venv\test.py", line 27, in <module> clf.fit(X_train, y_train) File "C:\Users\木南\PycharmProjects\pythonProject1\venv\lib\site-packages\sklearn\tree\_classes.py", line 889, in fit super().fit( File "C:\Users\木南\PycharmProjects\pythonProject1\venv\lib\site-packages\sklearn\tree\_classes.py", line 186, in fit X, y = self._validate_data( File "C:\Users\木南\PycharmProjects\pythonProject1\venv\lib\site-packages\sklearn\base.py", line 548, in _validate_data self._check_feature_names(X, reset=reset) File "C:\Users\木南\PycharmProjects\pythonProject1\venv\lib\site-packages\sklearn\base.py", line 415, in _check_feature_names feature_names_in = _get_feature_names(X) File "C:\Users\木南\PycharmProjects\pythonProject1\venv\lib\site-packages\sklearn\utils\validation.py", line 1903, in _get_feature_names raise TypeError( TypeError: Feature names are only supported if all input features have string names, but your input has ['int', 'str'] as feature name / column name types. If you want feature names to be stored and validated, you must convert them all to strings, by using X.columns = X.columns.astype(str) for example. Otherwise you can remove feature / column names from your input data, or convert them all to a non-string data type.
时间: 2023-07-06 13:28:24 浏览: 414
浅谈Python traceback的优雅处理
这是一个Python程序的错误提示,大概意思是特征名只支持字符串类型,但输入的特征名包含了int和str类型。如果您想要存储并验证特征名,您需要将所有特征名转换为字符串类型,例如使用X.columns = X.columns.astype(str)。否则,您可以从输入数据中删除特征/列名,或将它们全部转换为非字符串数据类型。建议您检查一下代码中的特征名的数据类型是否正确。
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