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Novel comparison of evaluation metrics for gene ontology classifiers reveals drastic performance differences

Automated protein annotation using the Gene Ontology (GO) plays an important role in the biosciences. Evaluation has always been considered central to developing novel annotation methods, but little attention has been paid to the evaluation metrics themselves. Evaluation metrics define how well an a...

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Detalles Bibliográficos
Autores principales: Plyusnin, Ilya, Holm, Liisa, Törönen, Petri
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6855565/
https://www.ncbi.nlm.nih.gov/pubmed/31682632
http://dx.doi.org/10.1371/journal.pcbi.1007419