Challenges in Variable Importance Ranking Under Correlation

Annie Liang, Thomas Jemielita, Andy Liaw +4

Variable importance plays a pivotal role in interpretable machine learning as it helps measure the impact of factors on the output of the prediction model. Model agnostic methods b…