DOME: recommendations for supervised machine learning validation in biology

JOURNAL ARTICLE published October 2021 in Nature Methods

Authors: Ian Walsh | Dmytro Fishman | Dario Garcia-Gasulla | Tiina Titma | Gianluca Pollastri | Emidio Capriotti | Rita Casadio | Salvador Capella-Gutierrez | Davide Cirillo | Alessio Del Conte | Alexandros C. Dimopoulos | Victoria Dominguez Del Angel | Joaquin Dopazo | Piero Fariselli | José Maria Fernández | Florian Huber | Anna Kreshuk | Tom Lenaerts | Pier Luigi Martelli | Arcadi Navarro | Pilib Ó Broin | Janet Piñero | Damiano Piovesan | Martin Reczko | Francesco Ronzano | Venkata Satagopam | Castrense Savojardo | Vojtech Spiwok | Marco Antonio Tangaro | Giacomo Tartari | David Salgado | Alfonso Valencia | Federico Zambelli | Jennifer Harrow | Fotis E. Psomopoulos | Silvio C. E. Tosatto | ELIXIR Machine Learning Focus Group