LIME

Terms from Artificial Intelligence: humans at the heart of algorithms

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LIME is a popular local-explanation technique, which seeks to build a linear classifier in the immediate area of a particlar data input..

Used in Chap. 21: pages 360, 363

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LIME creates local linear classifier at biundary between classes of a black-box model. Image ©2016 Marco Tulio Correia Ribeiro