Kewen Peng
Tim Menzies
ABSTRACT
We report here the following example of reuse. LIME is a local instance-based explanation generation framework that was originally proposed by Ribeiro et al. in their paper "'Why Should I Trust You?': Explaining the Predictions of Any Classifier". The framework was reused by Peng et al. in their paper "Defect Reduction Planning (using TimeLIME)". The paper used the original implementation of LIME as one of the core components in the proposed framework.
- Kewen Peng and Tim Menzies. 2021. Defect reduction planning (using timeLIME). IEEE Transactions on Software Engineering, https://doi.org/10.1109/TSE.2021.3062968 Google Scholar
Cross Ref
- Marco Tulio Ribeiro, Sameer Singh, and Carlos Guestrin. 2016. " Why should i trust you?" Explaining the predictions of any classifier. In Proceedings of the 22nd ACM SIGKDD international conference on knowledge discovery and data mining. 1135–1144. https://doi.org/10.1145/2939672.2939778 Google ScholarDigital Library
Index Terms
- Documenting evidence of a reuse of ‘“why should I trust you?”: explaining the predictions of any classifier’
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