Machine Learning, Data Science, Artificial Intelligence, Model Interpretability, Heartbeat.
feature has little or no effect on the prediction. With this, you can make simple and clear interpretations. Disadvantages: The maximum number of features is 2. This is due to the 2-D representation that PDP is limited to. Using PDP to plot and interpret more than two features is difficult. Lack of