Research on Support Vector Machinefor Pattern Classification

The advantage of SVM is to solve the small samples, non-linear and pattern recognition with high dimension. Researches on the basic thought of SVM for pattern recognition,discusses the improvements of training algorithm and multi-classification on large sample data.