python - incompatibility issue between scikit-learn 0.24.1 and scikit-optimize 0.8.1

Question

I have scikit-learn 0.24.1 and scikit-optimize 0.8.1, when I tried to use the BayesSearchCV function it gave me this error:

TypeError: __init__() got an unexpected keyword argument 'iid'

when I searched it turned out that the 'iid' is deprecated in the new scikit-learn, any suggestions to solve this problem?

question from:https://stackoverflow.com/questions/65936458/incompatibility-issue-between-scikit-learn-0-24-1-and-scikit-optimize-0-8-1

Answer 1

As it says here, 'iid' is deprecated:

https://github.com/scikit-optimize/scikit-optimize/issues/978