Explaining black-box models using attribute importance, PDPs, and LIME
Domino Data Lab
AUGUST 1, 2021
2016) for an example of this technique (LIME). but it generally relies on measuring the entropy in the change of predictions given a perturbation of a feature. Toy example to present intuition for LIME from Ribeiro (2016). Conference on Knowledge Discovery and Data Mining, pp. 1135–1144, ACM, 2016.
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