I appreciate the fixed_features implementation in SequentialFeatureSelector. It’s incredibly useful for ensuring certain features are always included.
I'd like to propose adding a similar fixed_features parameter to other feature selection methods, such as SelectKBest, RFE, and SelectFromModel.
This could be achieved either by creating separate wrapped classes for each selector or by developing a flexible Base class to handle various selectors.
I appreciate the fixed_features implementation in SequentialFeatureSelector. It’s incredibly useful for ensuring certain features are always included.
I'd like to propose adding a similar fixed_features parameter to other feature selection methods, such as SelectKBest, RFE, and SelectFromModel. This could be achieved either by creating separate wrapped classes for each selector or by developing a flexible Base class to handle various selectors.
Your feedback on this idea would be appreciated.
Thank you.