Machine Learning, Data Science, Artificial Intelligence, Model Interpretability, Heartbeat.
that the feature is not important and has no effect on the target response. The more the Partial Dependence Plot varies, the more the feature is important to its prediction. When using numerical features, the importance of these features can be defined as the deviation of each unique feature value