Machine Learning, Data Science, Artificial Intelligence, Model Interpretability, Heartbeat.
same distribution. Once you have selected your dataset, get the predictions of the black-box model. Select your interpretable model type. This can be a linear model, decision tree, random forest, etc. Train the interpretable model on your selected dataset and its predictions. There you have it. A