Disentangled Attribution Curves for Interpreting Random Forests and Boosted Trees

Summer Devlin, Chandan Singh, W. James Murdoch +1

Tree ensembles, such as random forests and AdaBoost, are ubiquitous machine learning models known for achieving strong predictive performance across a wide variety of domains. Howe…