How to improve the interpretability of black box models (machine learning)
As is well known, black box algorithms are those in which we know both the input data received by the model and the response it produces. However, as a general rule, these algorithms do not allow us to know how the answer is arrived at. Many techniques based on artificial intelligence are considered black-box, as…