Enhanced Local Explainability and Trust Scores with Random Forest Proximities

Joshua Rosaler, Dhruv Desai, Bhaskarjit Sarmah +4

We initiate a novel approach to explain the predictions and out of sample performance of random forest (RF) regression and classification models by exploiting the fact that any RF…