Machine Learning, Data Science, Artificial Intelligence, Model Interpretability, Heartbeat.
Black-box models are models that are too complex that they are not interpretable by humans. Humans have little understanding of how the variables are being used or combined to make predictions. Using the black-box model, we can make conclusions about it by the use of a surrogate model. A surrogate