<?xml version="1.0" encoding="UTF-8"?><xml><records><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Walsh, Ian</style></author><author><style face="normal" font="default" size="100%">Fishman, Dmytro</style></author><author><style face="normal" font="default" size="100%">Garcia-Gasulla, Dario</style></author><author><style face="normal" font="default" size="100%">Titma, Tiina</style></author><author><style face="normal" font="default" size="100%">Pollastri, Gianluca</style></author><author><style face="normal" font="default" size="100%">Harrow, Jennifer</style></author><author><style face="normal" font="default" size="100%">Psomopoulos, Fotis E</style></author><author><style face="normal" font="default" size="100%">Tosatto, Silvio C E</style></author></authors><translated-authors><author><style face="normal" font="default" size="100%">ELIXIR Machine Learning Focus Group</style></author></translated-authors></contributors><titles><title><style face="normal" font="default" size="100%">DOME: recommendations for supervised machine learning validation in biology.</style></title><secondary-title><style face="normal" font="default" size="100%">Nat Methods</style></secondary-title><alt-title><style face="normal" font="default" size="100%">Nat Methods</style></alt-title></titles><keywords><keyword><style  face="normal" font="default" size="100%">Algorithms</style></keyword><keyword><style  face="normal" font="default" size="100%">Computational Biology</style></keyword><keyword><style  face="normal" font="default" size="100%">Guidelines as Topic</style></keyword><keyword><style  face="normal" font="default" size="100%">Humans</style></keyword><keyword><style  face="normal" font="default" size="100%">Models, Biological</style></keyword><keyword><style  face="normal" font="default" size="100%">Research Design</style></keyword><keyword><style  face="normal" font="default" size="100%">Supervised Machine Learning</style></keyword></keywords><dates><year><style  face="normal" font="default" size="100%">2021</style></year><pub-dates><date><style  face="normal" font="default" size="100%">2021 10</style></date></pub-dates></dates><volume><style face="normal" font="default" size="100%">18</style></volume><pages><style face="normal" font="default" size="100%">1122-1127</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><issue><style face="normal" font="default" size="100%">10</style></issue><custom1><style face="normal" font="default" size="100%">https://www.ncbi.nlm.nih.gov/pubmed/34316068?dopt=Abstract</style></custom1></record></records></xml>