Effect of training-sample size and classification difficulty on the accuracy of genomic predictors

INTRODUCTION: As part of the MicroArray Quality Control (MAQC)-II project, this analysis examines how the choice of univariate feature-selection methods and classification algorithms may influence the performance of genomic predictors under varying degrees of prediction difficulty represented by thr...

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Bibliografski detalji
Glavni autori: Popovici, Vlad, Chen, Weijie, Gallas, Brandon G, Hatzis, Christos, Shi, Weiwei, Samuelson, Frank W, Nikolsky, Yuri, Tsyganova, Marina, Ishkin, Alex, Nikolskaya, Tatiana, Hess, Kenneth R, Valero, Vicente, Booser, Daniel, Delorenzi, Mauro, Hortobagyi, Gabriel N, Shi, Leming, Symmans, W Fraser, Pusztai, Lajos
Format: Artigo
Jezik:Inglês
Izdano: BioMed Central 2010
Teme:
Research article
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC2880423/
https://ncbi.nlm.nih.gov/pubmed/20064235
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/bcr2468
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