Titlebook: Janus-Faced Probability; Paolo Rocchi Book 2014 Springer International Publishing Switzerland 2014 frequentist theory.probability interpre

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Paolo Rocchiues. We argue that LIME and Shapley values actually estimate ‘influence’ (rather than ‘importance’), which combines importance and utility. The paper compares the three methods in terms of validity of their ground truth assumption and fidelity towards the underlying model through a series of benchma

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