cc.mallet.regression

Class LinearRegressionTrainer

java.lang.Object

cc.mallet.regression.LinearRegressionTrainer

All Implemented Interfaces:

Optimizable, Optimizable.ByGradientValue

public class LinearRegressionTrainer
extends java.lang.Object
implements Optimizable.ByGradientValue

Nested Class Summary

Nested classes/interfaces inherited from interface cc.mallet.optimize.Optimizable

Optimizable.ByBatchGradient, Optimizable.ByCombiningBatchGradient, Optimizable.ByGISUpdate, Optimizable.ByGradient, Optimizable.ByGradientValue, Optimizable.ByHessian, Optimizable.ByValue, Optimizable.ByVotedPerceptron

Constructor Summary

Constructors

Constructor and Description
LinearRegressionTrainer(InstanceList data)

Method Summary

Modifier and Type	Method and Description
int	getNumParameters()
double	getParameter(int i)
void	getParameters(double[] buffer)
double	getValue()
void	getValueGradient(double[] gradient)
static void	main(java.lang.String[] args)
void	setParameter(int i, double r)
void	setParameters(double[] newParameters)

Methods inherited from class java.lang.Object

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

Constructor Detail

LinearRegressionTrainer

public LinearRegressionTrainer(InstanceList data)

Method Detail

getValue

public double getValue()

Specified by:

getValue in interface Optimizable.ByGradientValue

getValueGradient

public void getValueGradient(double[] gradient)

Specified by:

getValueGradient in interface Optimizable.ByGradientValue

getNumParameters

public int getNumParameters()

Specified by:

getNumParameters in interface Optimizable

getParameter

public double getParameter(int i)

Specified by:

getParameter in interface Optimizable

getParameters

public void getParameters(double[] buffer)

Specified by:

getParameters in interface Optimizable

setParameter

public void setParameter(int i,
                         double r)

Specified by:

setParameter in interface Optimizable

setParameters

public void setParameters(double[] newParameters)

Specified by:

setParameters in interface Optimizable

main

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

Throws:

java.lang.Exception