Machine Learning, Data Science, Artificial Intelligence, Model Interpretability, Heartbeat.
influence them. For example, imagine you are predicting the time it takes for someone to run 100m, taking into consideration their height and weight. The PDP of one feature, height, does not correlate with the other feature, weight. This is not true, and both these features directly affect the time