water.bindings.pojos

Class GLRMModelOutputV99

java.lang.Object

water.bindings.pojos.Schema

water.bindings.pojos.ModelOutputSchema

water.bindings.pojos.GLRMModelOutputV99

public class GLRMModelOutputV99
extends ModelOutputSchema

Field Summary

Fields

Modifier and Type	Field and Description
double[][]	archetypes Mapping from training data to lower dimensional k-space
double	avg_change_obj Average change in objective value on final iteration
java.lang.String[][]	domains Domains for categorical (enum) columns.
double[][]	eigenvectors Eigenvectors of XY matrix
java.util.Map<java.lang.String,java.lang.String>	help Help information for output fields
int	iterations Iterations executed
java.lang.String	loading_key Frame key for X matrix
ModelCategory	model_category Category of the model (e.g., Binomial).
TwoDimTableV3	model_summary Model summary
java.lang.String[]	names Column names.
double	objective Objective value
TwoDimTableV3	scoring_history Scoring history
double[]	singular_vals Singular values of XY matrix
double	step_size Final step size
ModelMetricsBase	training_metrics Training data model metrics
ModelMetricsBase	validation_metrics Validation data model metrics

Constructor Summary

Constructors

Constructor and Description
GLRMModelOutputV99()

Method Summary

Methods inherited from class java.lang.Object

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

Field Detail

iterations

public int iterations

Iterations 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 double[][] archetypes

Mapping from training data to lower dimensional k-space

singular_vals

public double[] singular_vals

Singular values of XY matrix

eigenvectors

public double[][] eigenvectors

Eigenvectors of XY matrix

loading_key

public java.lang.String loading_key

Frame key for X matrix

names

public java.lang.String[] names

Column names.

domains

public java.lang.String[][] domains

Domains for categorical (enum) columns.

model_category

public ModelCategory model_category

Category of the model (e.g., Binomial).

model_summary

public TwoDimTableV3 model_summary

Model summary

scoring_history

public TwoDimTableV3 scoring_history

Scoring history

training_metrics

public ModelMetricsBase training_metrics

Training data model metrics

validation_metrics

public ModelMetricsBase validation_metrics

Validation data model metrics

help

public java.util.Map<java.lang.String,java.lang.String> help

Help information for output fields

Constructor Detail

GLRMModelOutputV99

public GLRMModelOutputV99()