How to better understand black box models with Shapley values?
Explainable Artificial Intelligence (XAI) is an important subfield of AI that focuses on making the decision-making processes of machine learning models understandable to humans. This is especially important for black-box models, such as ensemble or deep learning algorithms, which are too complex even for experts to understand (see also my article on Explainable Artificial Intelligence). …
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