Selective voting in convex-hull ensembles improves classification accuracy.

Objective: Classification algorithms can be used to predict risks and responses of patients based on genomic and other high-dimensional data. While there is optimism for using these algorithms to improve the treatment of diseases, they have yet to demonstrate sufficient predictive ability for routin...

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Detalles Bibliográficos
Publicado en:Artificial Intelligence in Medicine Vol. 54; no. 3; pp. 171 - 180
Autores principales: Kodell RL, Zhang C, Siegel ER, Nagarajan R, Kodell, Ralph L, Zhang, Chuanlei, Siegel, Eric R, Nagarajan, Radhakrishnan
Formato: research Journal Article
Publicado: Elsevier B.V. Mar2012
Acceso en línea:Ver este registro en EBSCOhost