Machine Learning, Data Science, Artificial Intelligence, Model Interpretability, Heartbeat.
disadvantage of PDP and its belief that features are not influenced by another feature? Feature Interaction. One feature and its effect are dependent on the value of other features. When two features interact with one another, the change in the prediction occurs due to the variations in the feature