Comparing Model-agnostic Feature Selection Methods through Relative Efficiency

Chenghui Zheng, Garvesh Raskutti

Feature selection and importance estimation in a model-agnostic setting is an ongoing challenge of significant interest. Wrapper methods are commonly used because they are typicall…