Machine Learning, Artificial Intelligence, Data Science, Heartbeat, Model Interpretability.
learning model is regarded as interpretable due to its structure, for example, linear models or simple decision trees. Simpler models are easier to achieve interpretability, this is where intrinsically interpretable models are more than adequate. However, as the complexity of the model increases,