kernel adatron, svm impelemtation using gradient ascent method, fast and accurate for solving SVM problem with two classes

Multiple Kernel Learning (MKL) code by F. Bach, G. Lanckriet, and M. Jordan 说明：matlab文件，原地址http://www.stat.berkeley.edu/~gobo/SKMsmo.tar已失效。-Multiple Kernel Learning (MKL) code by F. Bach, G. Lanckriet, and M. Jordan

Multiple kernel learning is a model to merge multiple kernels by linear combination. Mostly solving the models are slow due to explicit computation of kernels. Here, we propose to approximate kernel map function explicitly in finite dimensional sp

SimpleMKL是一种多核分类的算法，SVM的思想(SimpleMKL is one of the multi kernel algorithm)