SVMs deliver state-of-the-art performance in real-world applications such as text categorization and hand-written character recognition. This text offers an int... » 

SVMs deliver state-of-the-art performance in real-world applications such as text categorization and hand-written character recognition. This text offers an introduction to Support Vector Machines (SVMs), a generation learning system based on advances in statistical learning theory. «