Machine Learning, Data Science, Artificial Intelligence, Model Interpretability, Heartbeat.
complex. It helps researchers and data scientists/engineers understand and determine what happens to model predictions as various features are adjusted. According to Greenwell et al’s paper: A Simple and Effective Model-Based Variable Importance Measure, a flat partial dependence plot indicates