Paper 42: "CBR-LIME: A Case-Based Reasoning approach to provide Specific

74 views /


Research on eXplainable AI has proposed several model agnostic algorithms, being LIME \cite{LIME2016} (Local Interpretable Model-Agnostic Explanations) one of the most popular.LIME works by modifying the query input locally, so instead of trying to explain the entire model, the specific input instance is modified, and the impact on the predictions are monitored and used as explanations. Although LIME is general and...


0 commentaries