Interpretable Machine Learning based on Functional ANOVA Framework: Algorithms and Comparisons

Linwei Hu, Vijayan N. Nair, Agus Sudjianto +2

In the early days of machine learning (ML), the emphasis was on developing complex algorithms to achieve best predictive performance. To understand and explain the model results, o…