@article{interpretablemachinelearningdefinitions, title = {Interpretable machine learning: definitions, methods, and applications}, author = {W. James Murdoch and Chandan Singh and Karl Kumbier and Reza Abbasi-Asl and Bin Yu}, year = {2019}, eprint = {1901.04592}, archivePrefix = {arXiv}, url = {http://arxiv.org/abs/1901.04592v1}, }