javax.datamining.modeldetail.svm
Interface SVMModelDetail

All Superinterfaces:

ModelDetail

All Known Subinterfaces:

SVMClassificationModelDetail, SVMRegressionModelDetail

public interface SVMModelDetail

extends ModelDetail

An SVMModelDetail holds details of the SVM model.

Author:

JSR-73 Java Data Mining Expert Group

See Also:

ModelDetail

Method Summary

int	getNumberOfBoundedVectors() Returns the number of bounded support vectors in the model.
int	getNumberOfSupportVectors() Returns the number of support vectors in the model.
int	getNumberOfUnboundedVectors() Returns the number of unbounded support vectors in the model.
boolean	isLinearSVMModel() Returns ture if the SVM model is linear.

Method Detail

getNumberOfBoundedVectors

public int getNumberOfBoundedVectors()

Returns the number of bounded support vectors in the model. This information gives an idea about the noise in the data. An experienced user with understanding of the data can use this information to improve the model.

Returns:

int

getNumberOfSupportVectors

public int getNumberOfSupportVectors()

Returns the number of support vectors in the model. The returned number is equal to the sum of the number of bounded vectors and the number of unbounded vectors.

Returns:

int

getNumberOfUnboundedVectors

public int getNumberOfUnboundedVectors()

Returns the number of unbounded support vectors in the model. This information gives an idea about the noise in the data. An experienced user with understanding of the data can use this information to improve the model.

Returns:

int

isLinearSVMModel

public boolean isLinearSVMModel()

Returns ture if the SVM model is linear. Returns falseotherwise.

Returns:

boolean