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nondeterministic feature selection
The feature selection procedure relies on mutual_info_regression & mutual_info_classifwhich is stochastic. Therefore, feature selection is nondeterministic (the ranked list of optimal descriptors can have slight changes from run to run).
Solution:
- Fix random state in
mutual_info_regressionSee here. - Average over multiple runs
Issue reported by @rogeriog & @gbrunin, thanks !