com.github.chen0040.glm.solvers

Class GlmAlgorithmIrls

java.lang.Object

com.github.chen0040.glm.solvers.GlmAlgorithm

com.github.chen0040.glm.solvers.GlmAlgorithmIrls

All Implemented Interfaces:

Cloneable

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

Method Summary

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

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

getCoefficients, 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

GlmAlgorithmIrls

public GlmAlgorithmIrls()

GlmAlgorithmIrls

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

GlmAlgorithmIrls

public GlmAlgorithmIrls(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