Chapter 3.4: Accumulated Local Effect (ALE) Plot
PDPs suffer from problems with extrapolation and correlation. One workaround is marginal plots (M-plots), though these in turn suffer from omitted variable bias. ALE (Accumulated Local Effects) diagrams cope with all these complications.