@article{913071, author = {Jason Hattrick-Simpers and Brian DeCost and Howie Joress and Nils Persson and Katherine Lei}, title = {Aggressively optimizing validation statistics can degrade interpretability of data-driven materials models}, year = {2021}, number = {155}, month = {2021-08-03 04:08:00}, publisher = {The Journal of Chemical Physics}, url = {https://tsapps.nist.gov/publication/get_pdf.cfm?pub_id=931942}, doi = {https://doi.org/10.1063/5.0050885}, language = {en}, }