Multicollinearity Correction and Combined Feature Effect in Shapley Values

Indranil Basu, Subhadip Maji

Model interpretability is one of the most intriguing problems in most of the Machine Learning models, particularly for those that are mathematically sophisticated. Computing Shaple…