com.imsl.test.example.datamining.supportvectormachine

Class SupportVectorMachineEx4

java.lang.Object

com.imsl.test.example.datamining.supportvectormachine.SupportVectorMachineEx4

public class SupportVectorMachineEx4
extends Object

Compares a regression and a classification support vector machine for predicting a categorical response.

In this example, the support vector regression \(\nu\)-SVR (SVRegression) model is used to predict a categorical response variable. The fitted values and prediction values are in the right tendency. Compare these to the results from support vector classification \(\nu\)-SVC, (SVClassification) which is more appropriate for a categorical response variable.

See Also:

Code, Output

Constructor Summary

Constructors

Constructor and Description
SupportVectorMachineEx4()

Method Summary

Modifier and Type	Method and Description
static void	main(String[] args)

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

SupportVectorMachineEx4

public SupportVectorMachineEx4()

Method Detail

main

public static void main(String[] args)
                 throws Exception

Throws:

Exception