water.bindings.pojos

Class GLRMModelOutputV3

java.lang.Object

water.bindings.pojos.SchemaV3

water.bindings.pojos.ModelOutputSchemaV3

water.bindings.pojos.GLRMModelOutputV3

public class GLRMModelOutputV3
extends ModelOutputSchemaV3

Field Summary

Fields

Modifier and Type	Field and Description
TwoDimTableV3	archetypes Mapping from lower dimensional k-space to training features (Y)
double	avgChangeObj Average change in objective value on final iteration
TwoDimTableV3	eigenvectors Eigenvectors of XY matrix
TwoDimTableV3	importance Standard deviation and importance of each principal component
int	iterations Number of iterations executed
double	objective Current value of the objective function
java.lang.String	representationName Frame key name for X matrix
double[]	singularVals Singular values of XY matrix
double	stepSize Final step size
int	updates Number of updates executed

Fields inherited from class water.bindings.pojos.ModelOutputSchemaV3

crossValidationFoldAssignmentFrameId, crossValidationHoldoutPredictionsFrameId, crossValidationMetrics, crossValidationMetricsSummary, crossValidationModels, crossValidationPredictions, domains, endTime, help, modelCategory, modelSummary, names, runTime, scoringHistory, startTime, status, trainingMetrics, validationMetrics

Constructor Summary

Constructors

Constructor and Description
GLRMModelOutputV3() Public constructor

Method Summary

Modifier and Type	Method and Description
java.lang.String	toString() Return the contents of this object as a JSON String.

Methods inherited from class java.lang.Object

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

Field Detail

iterations

public int iterations

Number of iterations executed

updates

public int updates

Number of updates executed

objective

public double objective

Current value of the objective function

avgChangeObj

public double avgChangeObj

Average change in objective value on final iteration

stepSize

public double stepSize

Final step size

archetypes

public TwoDimTableV3 archetypes

Mapping from lower dimensional k-space to training features (Y)

singularVals

public double[] singularVals

Singular values of XY matrix

eigenvectors

public TwoDimTableV3 eigenvectors

Eigenvectors of XY matrix

representationName

public java.lang.String representationName

Frame key name for X matrix

importance

public TwoDimTableV3 importance

Standard deviation and importance of each principal component

Constructor Detail

GLRMModelOutputV3

public GLRMModelOutputV3()

Public constructor

Method Detail

toString

public java.lang.String toString()

Return the contents of this object as a JSON String.

Overrides:

toString in class ModelOutputSchemaV3