More challenges for machine-learning protein interactions.
Journal:
Bioinformatics (Oxford, England)
Published Date:
Jan 12, 2015
Abstract
MOTIVATION: Machine learning may be the most popular computational tool in molecular biology. Providing sustained performance estimates is challenging. The standard cross-validation protocols usually fail in biology. Park and Marcotte found that even refined protocols fail for protein-protein interactions (PPIs).