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svmtrain MethodValue String specifying the method to find the separating hyperplane. Choices are: • QP — Quadratic Programming (requires Optimization Toolbox). The classifier is a two-norm, soft-margin support vector machine. • SMO — Sequential Minimal Optimization. The classifier is a one-norm, soft-margin support vector machine. • LS — Least-Squares. If you installed Optimization Toolbox, the QP method is the default. Otherwise, the SMO method is the default. 2-702 QuadProg_OptsValue An options structure created by the optimset function (Optimization Toolbox). This structure specifies options used by the QP method. For more information on creating this structure, see the optimset and quadprog reference pages. SMO_OptsValue An options structure created by the svmsmoset function. This structure specifies options used by the SMO method. For more information on creating this structure, see the svmsmoset function.
