com.github.chen0040.glm.solvers

Class GlmAlgorithmIrlsSvdNewton

java.lang.Object

com.github.chen0040.glm.solvers.GlmAlgorithm

com.github.chen0040.glm.solvers.GlmAlgorithmIrlsSvdNewton

All Implemented Interfaces:

Cloneable

public class GlmAlgorithmIrlsSvdNewton
extends GlmAlgorithm

Created by xschen on 15/8/15.

Field Summary

Fields inherited from class com.github.chen0040.glm.solvers.GlmAlgorithm

evaluateCost, evaluateGradient, glmCoefficients, linkFunc, maxIters, mDistributionFamily, mRegularizationLambda, mStats, mTol, shouldTerminate

Constructor Summary

Constructors

Constructor and Description
GlmAlgorithmIrlsSvdNewton()
GlmAlgorithmIrlsSvdNewton(GlmDistributionFamily distribution, double[][] A, double[] b)
GlmAlgorithmIrlsSvdNewton(GlmDistributionFamily distribution, LinkFunction linkFunc, double[][] A, double[] b)

Method Summary

Modifier and Type	Method and Description
void	copy(GlmAlgorithm rhs)
double[]	getCoefficients()
GlmAlgorithm	makeCopy()
double[]	solve()
protected void	updateStatistics(double[] W)

Methods inherited from class com.github.chen0040.glm.solvers.GlmAlgorithm

getDistributionFamily, getLinkFunction, getMaxIters, getStatistics, getTol, getVariance, predict, setMaxIters, setTol

Methods inherited from class java.lang.Object

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

Constructor Detail

GlmAlgorithmIrlsSvdNewton

public GlmAlgorithmIrlsSvdNewton()

GlmAlgorithmIrlsSvdNewton

public GlmAlgorithmIrlsSvdNewton(GlmDistributionFamily distribution,
                                 LinkFunction linkFunc,
                                 double[][] A,
                                 double[] b)

GlmAlgorithmIrlsSvdNewton

public GlmAlgorithmIrlsSvdNewton(GlmDistributionFamily distribution,
                                 double[][] A,
                                 double[] b)

Method Detail

copy

public void copy(GlmAlgorithm rhs)

Overrides:

copy in class GlmAlgorithm

makeCopy

public GlmAlgorithm makeCopy()

Overrides:

makeCopy in class GlmAlgorithm

solve

public double[] solve()

Overrides:

solve in class GlmAlgorithm

getCoefficients

public double[] getCoefficients()

Overrides:

getCoefficients in class GlmAlgorithm

updateStatistics

protected void updateStatistics(double[] W)