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...

ver descrição completa

Na minha lista:
Detalhes bibliográficos
Main Authors: 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
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2010
Assuntos:
Research article
Acesso em linha: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
Tags: Adicionar Tag
Sem tags, seja o primeiro a adicionar uma tag!

Registos relacionados