What is a support vector machine?
William Stafford Noble
Nature Biotechnology. 24(12):1565--1567, 2006
Support vector machines (SVMs) are becoming popular in a wide variety of biological applications. But, what exactly are SVMs and how do they work? And what are their most promising applications in the life sciences?