Machine Learning, Data Science, Artificial Intelligence, Model Interpretability, Heartbeat.
measure how good the surrogate model is in approximating black-box model predictions. Surrogate modeling is easy and simple to implement. This allows for smoother interpretations and better explanations for people who have little to no knowledge in the world of Data Science and Machine Learning.