Framework adds feature importance to prototype explanations: local 'alike parts' for shared subsets and global selection for feature diversity, with experiments showing maintained or improved surrogate fidelity on six benchmarks.
Benchmarking and Survey of Explanation Methods for Black Box Models
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Alike Parts: A Feature-Informed Approach to Local and Global Prototype Explanations
Framework adds feature importance to prototype explanations: local 'alike parts' for shared subsets and global selection for feature diversity, with experiments showing maintained or improved surrogate fidelity on six benchmarks.