Type of SVM

Namespace: Emgu.CV.ML.MlEnum
Assembly: Emgu.CV.ML (in Emgu.CV.ML.dll) Version: 2.2.1.1150 (2.2.1.1150)

Syntax

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

Members

MemberDescription
C_SVC
n-class classification (n>=2), allows imperfect separation of classes with penalty multiplier C for outliers
NU_SVC
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_CLASS
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_SVR
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_SVR
Regression; nu is used instead of p.

See Also