xspliner: An R Package for Explaining Black-Box Machine Learning Models

This talk was presented virtually at eRum 2020 by Appsilon engineer Krystian Igras. Learn more about Appsilon here: https://appsilon.com/ xspliner is an R package that helps explain advanced ML models. In this presentation, you will learn what PDP curves and GLMs are and how you can calculate them based on black box models. We'll then explain how to use the xspliner package for R.