Multi-class computational evolution: development, benchmark evaluation and application to RNA-Seq biomarker discovery

BACKGROUND: A computational evolution system (CES) is a knowledge discovery engine that can identify subtle, synergistic relationships in large datasets. Pareto optimization allows CESs to balance accuracy with model complexity when evolving classifiers. Using Pareto optimization, a CES is able to i...

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Bibliografiske detaljer
Udgivet i:BioData Min
Main Authors: Crabtree, Nathaniel M., Moore, Jason H., Bowyer, John F., George, Nysia I.
Format: Artigo
Sprog:Inglês
Udgivet: BioMed Central 2017
Fag:
Methodology
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5404302/
https://ncbi.nlm.nih.gov/pubmed/28450890
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13040-017-0134-8
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