Cautionary note on using cross-validation for molecular classification Academic Article uri icon

Overview

MeSH Major

  • Agouti Signaling Protein
  • Melanoma
  • Receptor, Melanocortin, Type 1

abstract

  • Our study demonstrates the benefits of balanced array assignment for reproducible molecular classification and calls for caution on the routine use of data normalization and cross-validation in such analysis.

publication date

  • November 10, 2016

Research

keywords

  • Academic Article

Identity

Language

  • eng

PubMed Central ID

  • PMC5477984

Digital Object Identifier (DOI)

  • 10.1200/JCO.2016.68.1031

PubMed ID

  • 27601553

Additional Document Info

start page

  • 3931

end page

  • 3938

volume

  • 34

number

  • 32