Cargando…

Decorrelation of the True and Estimated Classifier Errors in High-Dimensional Settings

The aim of many microarray experiments is to build discriminatory diagnosis and prognosis models. Given the huge number of features and the small number of examples, model validity which refers to the precision of error estimation is a critical issue. Previous studies have addressed this issue via t...

Descripción completa

Detalles Bibliográficos
Autores principales: Hanczar, Blaise, Hua, Jianping, Dougherty, Edward R
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer 2007
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3171336/
https://www.ncbi.nlm.nih.gov/pubmed/18288255
http://dx.doi.org/10.1155/2007/38473