@article {728, title = {DOME: recommendations for supervised machine learning validation in biology.}, journal = {Nat Methods}, volume = {18}, year = {2021}, month = {2021 10}, pages = {1122-1127}, keywords = {Algorithms, Computational Biology, Guidelines as Topic, Humans, Models, Biological, Research Design, Supervised Machine Learning}, issn = {1548-7105}, doi = {10.1038/s41592-021-01205-4}, author = {Walsh, Ian and Fishman, Dmytro and Garcia-Gasulla, Dario and Titma, Tiina and Pollastri, Gianluca and Harrow, Jennifer and Psomopoulos, Fotis E and Tosatto, Silvio C E} }