hex.glm

Class GLMValidation

java.lang.Object

water.Iced

hex.glm.GLMValidation

All Implemented Interfaces:

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

Direct Known Subclasses:

GLMValidation.GLMXValidation

public class GLMValidation
extends water.Iced

Class for GLMValidation.

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	GLMValidation.GLMXValidation

Field Summary

Fields

Modifier and Type	Field and Description
float[]	thresholds

Constructor Summary

Constructors

Constructor and Description
GLMValidation(water.Key dataKey, double ymu, GLMModel.GLMParameters glm, int rank)
GLMValidation(water.Key dataKey, double ymu, GLMModel.GLMParameters glm, int rank, float[] thresholds)

Method Summary

Methods

Modifier and Type	Method and Description
void	add(double yreal, double ymodel)
void	add(GLMValidation v)
double	aic()
double	auc()
protected void	computeAIC()
protected void	computeAUC()
static water.Key	makeKey()
double	nullDeviance()
long	nullDOF()
long	resDOF()
double	residualDeviance()
java.lang.String	toString()

Methods inherited from class water.Iced

clone, frozenType, read_impl, read, readExternal, readJSON_impl, readJSON, write_impl, write, writeExternal, writeHTML_impl, writeHTML, writeJSON_impl, writeJSON

Methods inherited from class java.lang.Object

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

Field Detail

thresholds

public final float[] thresholds

Constructor Detail

GLMValidation

public GLMValidation(water.Key dataKey,
             double ymu,
             GLMModel.GLMParameters glm,
             int rank)

GLMValidation

public GLMValidation(water.Key dataKey,
             double ymu,
             GLMModel.GLMParameters glm,
             int rank,
             float[] thresholds)

Method Detail

makeKey

public static water.Key makeKey()

add

public void add(double yreal,
       double ymodel)

add

public void add(GLMValidation v)

nullDeviance

public final double nullDeviance()

residualDeviance

public final double residualDeviance()

nullDOF

public final long nullDOF()

resDOF

public final long resDOF()

auc

public double auc()

aic

public double aic()

computeAIC

protected void computeAIC()

computeAUC

protected void computeAUC()

toString

public java.lang.String toString()

Overrides:

toString in class java.lang.Object