Definitions, methods, and applications in interpretable machine learning - Murdoch, W. James; Singh, Chandan; Kumbier, Karl; Abbasi-Asl, Reza; Yu, Bin (Proceedings of the National Academy of Sciences - PNAS, 2019)
Keywords: Artificial intelligence; Computer simulation; explainability; interpretability; Learning algorithms; Machine learning; MATHEMATICS AND COMPUTING; Modularity; Physical Sciences; Predictions; relevancy; Subgroups; interpretability; relevancy; explainability; machine learning