hex.glm

Class GLMParams

java.lang.Object

water.Iced

hex.glm.GLMParams

All Implemented Interfaces:

java.lang.Cloneable, Freezable

public final class GLMParams
extends Iced

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	GLMParams.Family
static class	GLMParams.Link

Field Summary

Fields

Modifier and Type	Field and Description
static DocGen.FieldDoc[]	DOC_FIELDS

Constructor Summary

Constructors

Constructor and Description
GLMParams(GLMParams.Family f)
GLMParams(GLMParams.Family f, double twVar)
GLMParams(GLMParams.Family f, double twVar, GLMParams.Link l, double twLnk)
GLMParams(GLMParams.Family f, GLMParams.Link l)

Method Summary

Methods

Modifier and Type	Method and Description
boolean	canonical()
double	deviance(double yr, double ym)
GLMParams.Family	getFamily()
double	link(double x)
double	linkDeriv(double x)
double	linkInv(double x)
double	linkInvDeriv(double x)
double	mustart(double y, double ymu)
double[]	nullModelBeta(FrameTask.DataInfo dinfo, double ymu)
double	variance(double mu)

Methods inherited from class water.Iced

clone, frozenType, init, newInstance, read, toDocField, write, writeJSON, writeJSONFields

Methods inherited from class java.lang.Object

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

Field Detail

DOC_FIELDS

public static DocGen.FieldDoc[] DOC_FIELDS

Constructor Detail

GLMParams

public GLMParams(GLMParams.Family f)

GLMParams

public GLMParams(GLMParams.Family f,
         GLMParams.Link l)

GLMParams

public GLMParams(GLMParams.Family f,
         double twVar)

GLMParams

public GLMParams(GLMParams.Family f,
         double twVar,
         GLMParams.Link l,
         double twLnk)

Method Detail

variance

public final double variance(double mu)

nullModelBeta

public double[] nullModelBeta(FrameTask.DataInfo dinfo,
                     double ymu)

canonical

public final boolean canonical()

mustart

public final double mustart(double y,
             double ymu)

deviance

public final double deviance(double yr,
              double ym)

link

public final double link(double x)

linkDeriv

public final double linkDeriv(double x)

linkInv

public final double linkInv(double x)

linkInvDeriv

public final double linkInvDeriv(double x)

getFamily

public GLMParams.Family getFamily()