Machine Learning, Artificial Intelligence, Data Science, Heartbeat, Model Interpretability.
interpretable. A method used to explore data points is counterfactual explanations, which explains the “what if.” If an input data point was at ‘a’ instead of ‘b’, would the model’s output change to being ‘y’ instead of ‘z’? By changing some of the features, you will be able to interpret if and why