make_classification() got an unexpected keyword argument '_redundant'

As an AI language model, I cannot see the code you are referring to. However, I can explain the error message you provided.

The error message "make_classification() got an unexpected keyword argument '_redundant'" usually occurs when you are trying to pass an invalid argument to the scikit-learn function make_classification(). The argument '_redundant' is not a valid argument for this function, so the function is raising an error.

To fix this error, you should check the documentation for the make_classification() function to see what arguments are valid, and make sure that you are passing only valid arguments. If you are still unsure what is causing the error, you can try posting your code and the full error message on a forum or Q&A site for help from other programmers.