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Statistical stability indices for LIME: Obtaining reliable explanations for machine learning models

Giorgio Visani; Enrico Bagli; Federico Chesani dkk.

Journal of the Operational Research Society · 2021 · Inggris · OpenAlex Scopus

Nowadays we are witnessing a transformation of the business processes towards a more computation driven approach. The ever increasing usage of Machine Learning techniques is the clearest example of such trend. This sort of revolution is often providing advantages, such as an increase in prediction…