Effect of Protein Repetitiveness on Protein-Protein Interaction Prediction Results Using Support Vector Machines.
Journal:
Journal of computational biology : a journal of computational molecular cell biology
Published Date:
Aug 16, 2016
Abstract
BACKGROUND: There are many computational approaches to predict the protein-protein interactions using support vector machines (SVMs) with high performance. In fact, performance of currently reported methods are significantly over-estimated and affected by the object repetitiveness in the datasets used.