forestFloor Visualization

A collaborator and I recently sumbitted a manuscript analyzing metabolomic data. Part of the analysis involed building a random forest model for classifying patient disease status using metabolite concentrations. The journal we submitted to required an image for a graphical table of contents. I decided this would be a good opportunity to show off the cool things that can be done using the forestFloor package in R.