hex.glm

Class GLMModel.Submodel

java.lang.Object

water.Iced

hex.glm.GLMModel.Submodel

All Implemented Interfaces:

java.io.Externalizable, java.io.Serializable, java.lang.Cloneable, water.Freezable

Enclosing class:

GLMModel

public static class GLMModel.Submodel
extends water.Iced

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
double	_trainTheta
double	alpha_value
double[]	beta
double	devianceTrain
double	devianceValid
boolean	dispersionEstimated
int[]	idxs
int	iteration
double	lambda_value
double[]	ubeta
double[]	zValues

Constructor Summary

Constructors

Constructor and Description
Submodel(double lambda, double alpha, double[] beta, int iteration, double devTrain, double devValid, int totBetaLen, double[] zValues, boolean dispersionEstimated)

Method Summary

Modifier and Type	Method and Description
double[]	getBeta(double[] beta)
double[]	getZValues(double[] zValues)
double[]	pValues(double[] zValues, long residualDegreesOfFreedom)
double[]	pValues(long residualDegreesOfFreedom)
int	rank()
double[]	stdErr()
double[]	stdErr(double[] zValues, double[] beta)
double[]	zValues()

Methods inherited from class water.Iced

asBytes, clone, copyOver, frozenType, read, readExternal, readJSON, reloadFromBytes, toJsonBytes, toJsonString, write, writeExternal, writeJSON

Methods inherited from class java.lang.Object

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

Field Detail

lambda_value

public final double lambda_value

alpha_value

public final double alpha_value

iteration

public final int iteration

devianceTrain

public final double devianceTrain

devianceValid

public final double devianceValid

idxs

public final int[] idxs

beta

public final double[] beta

ubeta

public double[] ubeta

_trainTheta

public double _trainTheta

zValues

public double[] zValues

dispersionEstimated

public boolean dispersionEstimated

Constructor Detail

Submodel

public Submodel(double lambda,
                double alpha,
                double[] beta,
                int iteration,
                double devTrain,
                double devValid,
                int totBetaLen,
                double[] zValues,
                boolean dispersionEstimated)

Method Detail

getBeta

public double[] getBeta(double[] beta)

getZValues

public double[] getZValues(double[] zValues)

rank

public int rank()

zValues

public double[] zValues()

pValues

public double[] pValues(long residualDegreesOfFreedom)

pValues

public double[] pValues(double[] zValues,
                        long residualDegreesOfFreedom)

stdErr

public double[] stdErr()

stdErr

public double[] stdErr(double[] zValues,
                       double[] beta)