Visualizing the Effects of Predictor Variables in Black Box Supervised Learning Models

Daniel W. Apley, Jingyu Zhu

When fitting black box supervised learning models (e.g., complex trees, neural networks, boosted trees, random forests, nearest neighbors, local kernel-weighted methods, etc.), vis…