hex.genmodel.algos.glrm

Class GlrmMojoModel

java.lang.Object

hex.genmodel.GenModel

hex.genmodel.MojoModel

hex.genmodel.algos.glrm.GlrmMojoModel

All Implemented Interfaces:

IGenModel, java.io.Serializable, IGeneratedModel

public class GlrmMojoModel
extends MojoModel

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
double[][]	_archetypes
double	_gammax
GlrmInitialization	_init
GlrmLoss[]	_losses
int	_ncats
int	_ncolA
int	_ncolX
int	_ncolY
int	_nnums
double[]	_normMul
double[]	_normSub
int	_nrowY
int[]	_numLevels
int[]	_permutation
GlrmRegularizer	_regx

Fields inherited from class hex.genmodel.MojoModel

_balanceClasses, _category, _defaultThreshold, _modelClassDistrib, _nclasses, _nfeatures, _priorClassDistrib, _supervised, _uuid

Fields inherited from class hex.genmodel.GenModel

_domains, _names, _offsetColumn

Constructor Summary

Constructors

Modifier	Constructor and Description
protected	GlrmMojoModel(java.lang.String[] columns, java.lang.String[][] domains)

Method Summary

Methods

Modifier and Type	Method and Description
java.util.EnumSet<ModelCategory>	getModelCategories() Override this for models that may produce results in different categories.
int	getPredsSize(ModelCategory mc)
double[]	score0(double[] row, double[] preds) This function corresponds to the DimReduction model category

Methods inherited from class hex.genmodel.MojoModel

getModelCategory, getUUID, isSupervised, load, load, nclasses, nfeatures

Methods inherited from class hex.genmodel.GenModel

bitSetContains, bitSetIsInRange, calibrateClassProbabilities, correctProbabilities, createAuxKey, GBM_rescale, getColIdx, getDomainValues, getDomainValues, getDomainValues, getHeader, getNames, getNumClasses, getNumCols, getNumResponseClasses, getPrediction, getPredsSize, getResponseIdx, getResponseName, GLM_identityInv, GLM_inverseInv, GLM_logInv, GLM_logitInv, GLM_tweedieInv, img2pixels, isAutoEncoder, isClassifier, KMeans_closest, KMeans_distance, KMeans_distance, Kmeans_preprocessData, Kmeans_preprocessData, KMeans_simplex, log_rescale, mapEnum, score0, setInput

Methods inherited from class java.lang.Object

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

Field Detail

_ncolA

public int _ncolA

_ncolX

public int _ncolX

_ncolY

public int _ncolY

_nrowY

public int _nrowY

_archetypes

public double[][] _archetypes

_numLevels

public int[] _numLevels

_permutation

public int[] _permutation

_losses

public GlrmLoss[] _losses

_regx

public GlrmRegularizer _regx

_gammax

public double _gammax

_init

public GlrmInitialization _init

_ncats

public int _ncats

_nnums

public int _nnums

_normSub

public double[] _normSub

_normMul

public double[] _normMul

Constructor Detail

GlrmMojoModel

protected GlrmMojoModel(java.lang.String[] columns,
             java.lang.String[][] domains)

Method Detail

getModelCategories

public java.util.EnumSet<ModelCategory> getModelCategories()

Description copied from class: GenModel

Override this for models that may produce results in different categories.

Specified by:

getModelCategories in interface IGenModel

Overrides:

getModelCategories in class GenModel

getPredsSize

public int getPredsSize(ModelCategory mc)

Overrides:

getPredsSize in class GenModel

score0

public double[] score0(double[] row,
              double[] preds)

This function corresponds to the DimReduction model category

Specified by:

score0 in class GenModel