Integrating White and Black Box Techniques for Interpretable Machine Learning

Eric M. Vernon, Naoki Masuyama, Yusuke Nojima

In machine learning algorithm design, there exists a trade-off between the interpretability and performance of the algorithm. In general, algorithms which are simpler and easier fo…