The Berkelmans-Pries Feature Importance Method: A Generic Measure of Informativeness of Featurescs.LG
New FI method accurately predicts feature importance.
problem Difficulty in evaluating feature importance in machine learning models.
method Combines Shapley values and Berkelmans-Pries dependency function.
result Proves accurate FI values for various cases.