Local interpretation of nonlinear regression model with k-nearest neighbors
Author:
Publisher
Elsevier BV
Reference31 articles.
1. To trust or not to trust an explanation: using LEAF to evaluate local linear XAI methods;Amparore;PeerJ Comput. Sci.,2021
2. Empirical characterization of random forest variable importance measures;Archer;Comput. Stat. Data Anal.,2008
3. Pattern Recognition and Machine Learning;Bishop,2006
4. Random forests;Breiman;Mach. Learn.,2001
5. Contemporary QSAR classifiers compared;Bruce;J. Chem. Inf. Model.,2007
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