Data-Aware and Scalable Sensitivity Analysis for Decision Tree Ensembles

Namrita Varshney, Ashutosh Gupta, Arhaan Ahmad +2

Decision tree ensembles are widely used in critical domains, making robustness and sensitivity analysis essential to their trustworthiness. We study the feature sensitivity problem…