com.github.chen0040.glm.solvers

Class Glm

java.lang.Object

com.github.chen0040.glm.solvers.Glm

public class Glm
extends Object

Created by xschen on 16/8/15.

Constructor Summary

Constructors

Constructor and Description
Glm()
Glm(GlmSolverType solverType, GlmDistributionFamily distributionFamily)

Method Summary

Modifier and Type	Method and Description
void	copy(Glm that)
protected GlmAlgorithm	createSolver(double[][] A, double[] b)
void	fit(com.github.chen0040.data.frame.DataFrame dataFrame)
com.github.chen0040.data.frame.Coefficients	getCoefficients()
GlmDistributionFamily	getDistributionFamily()
String	getName()
GlmSolverType	getSolverType()
static Glm	linear()
static Glm	logistic()
Glm	makeCopy()
static OneVsOneGlmClassifier	oneVsOne()
static OneVsOneGlmClassifier	oneVsOne(java.util.function.Supplier<Glm> binaryClassifierGenerator)
void	setDistributionFamily(GlmDistributionFamily distributionFamily)
void	setSolverType(GlmSolverType solverType)
GlmStatistics	showStatistics()
double	transform(com.github.chen0040.data.frame.DataRow tuple)

Methods inherited from class java.lang.Object

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

Constructor Detail

Glm

public Glm(GlmSolverType solverType,
           GlmDistributionFamily distributionFamily)

Glm

public Glm()

Method Detail

copy

public void copy(Glm that)

makeCopy

public Glm makeCopy()

getDistributionFamily

public GlmDistributionFamily getDistributionFamily()

setDistributionFamily

public void setDistributionFamily(GlmDistributionFamily distributionFamily)

getSolverType

public GlmSolverType getSolverType()

setSolverType

public void setSolverType(GlmSolverType solverType)

transform

public double transform(com.github.chen0040.data.frame.DataRow tuple)

createSolver

protected GlmAlgorithm createSolver(double[][] A,
                                    double[] b)

fit

public void fit(com.github.chen0040.data.frame.DataFrame dataFrame)

showStatistics

public GlmStatistics showStatistics()

getCoefficients

public com.github.chen0040.data.frame.Coefficients getCoefficients()

logistic

public static Glm logistic()

linear

public static Glm linear()

getName

public String getName()

oneVsOne

public static OneVsOneGlmClassifier oneVsOne()

oneVsOne

public static OneVsOneGlmClassifier oneVsOne(java.util.function.Supplier<Glm> binaryClassifierGenerator)