Machine Learning, Data Science, Artificial Intelligence, Model Interpretability, Heartbeat.
of what the interactions look like, such as PDP. Friedman’s H-statistic cannot be used for tasks such as Image Classifier as the inputs are pixels. 3. Global Surrogate Global Surrogate is another type of interpretable modeling that is trained to approximate the predictions of a black-box model.