Forest Floor Visualizations of Random Forests

Soeren H. Welling, Hanne H. F. Refsgaard, Per B. Brockhoff +1

We propose a novel methodology, forest floor, to visualize and interpret random forest (RF) models. RF is a popular and useful tool for non-linear multi-variate classification and…