Type of SVM

Namespace: Emgu.CV.ML.MlEnum
Assembly: Emgu.CV.ML (in Emgu.CV.ML.dll) Version: (


public enum SVM_TYPE
Visual Basic
Public Enumeration SVM_TYPE
Visual C++
public enum class SVM_TYPE


Member nameValueDescription
C_SVC100 n-class classification (n>=2), allows imperfect separation of classes with penalty multiplier C for outliers
NU_SVC101 n-class classification with possible imperfect separation. Parameter nu (in the range 0..1, the larger the value, the smoother the decision boundary) is used instead of C
ONE_CLASS102 one-class SVM. All the training data are from the same class, SVM builds a boundary that separates the class from the rest of the feature space
EPS_SVR103 Regression. The distance between feature vectors from the training set and the fitting hyper-plane must be less than p. For outliers the penalty multiplier C is used
NU_SVR104 Regression; nu is used instead of p.

See Also