water.bindings.pojos

Class GLRMModelOutputV3

java.lang.Object

water.bindings.pojos.Schema

water.bindings.pojos.ModelOutputSchema

water.bindings.pojos.GLRMModelOutputV3

public class GLRMModelOutputV3
extends ModelOutputSchema

Field Summary

Fields

Modifier and Type	Field and Description
TwoDimTableV3	archetypes Mapping from lower dimensional k-space to training features
double	avg_change_obj Average change in objective value on final iteration
TwoDimTableV3	eigenvectors Eigenvectors of XY matrix
int	iterations Iterations executed
double	objective Objective value
java.lang.String	representation_name Frame key name for X matrix
double[]	singular_vals Singular values of XY matrix
double	step_size Final step size
int	updates Updates executed

Fields inherited from class water.bindings.pojos.ModelOutputSchema

cross_validation_fold_assignment_frame_id, cross_validation_holdout_predictions_frame_id, cross_validation_metrics, cross_validation_metrics_summary, cross_validation_models, cross_validation_predictions, domains, end_time, help, model_category, model_summary, names, run_time, scoring_history, start_time, status, training_metrics, validation_metrics

Constructor Summary

Constructors

Constructor and Description
GLRMModelOutputV3()

Method Summary

Methods

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

Iterations executed

updates

public int updates

Updates executed

objective

public double objective

Objective value

avg_change_obj

public double avg_change_obj

Average change in objective value on final iteration

step_size

public double step_size

Final step size

archetypes

public TwoDimTableV3 archetypes

Mapping from lower dimensional k-space to training features

singular_vals

public double[] singular_vals

Singular values of XY matrix

eigenvectors

public TwoDimTableV3 eigenvectors

Eigenvectors of XY matrix

representation_name

public java.lang.String representation_name

Frame key name for X matrix

Constructor Detail

GLRMModelOutputV3

public GLRMModelOutputV3()

Method Detail

toString

public java.lang.String toString()

Return the contents of this object as a JSON String.

Overrides:

toString in class ModelOutputSchema