Support Vector Machine (SVM) is among popular classification algorithms. It belongs to a family of generalized linear classification problems. Because SVM covers binary classification problems only in the multi-class case, SVM must be used in conjunction with multi-class classifier methods.
SVM is a binary classifier. For a multi-class case, use Multi-Class Classifier framework of the library.
For more complete information about compiler optimizations, see our Optimization Notice.