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multiclassPairs: an R package to train multiclass pair-based classifier

MOTIVATION: k–Top Scoring Pairs (kTSP) algorithms utilize in-sample gene expression feature pair rules for class prediction, and have demonstrated excellent performance and robustness. The available packages and tools primarily focus on binary prediction (i.e. two classes). However, many real-world...

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Detalles Bibliográficos
Autores principales: Marzouka, Nour-Al-Dain, Eriksson, Pontus
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8479681/
https://www.ncbi.nlm.nih.gov/pubmed/33543757
http://dx.doi.org/10.1093/bioinformatics/btab088