water.bindings.pojos

Class HGLMModelOutputV3

java.lang.Object

water.bindings.pojos.SchemaV3

water.bindings.pojos.ModelOutputSchemaV3

water.bindings.pojos.HGLMModelOutputV3

public class HGLMModelOutputV3
extends ModelOutputSchemaV3

Field Summary

Fields

Modifier and Type	Field and Description
double[]	beta Fixed Effects Coefficients
java.lang.String[]	coefficientNames Fixed Effects Coefficient Names
TwoDimTableV3	coefficientsTable Table of Fixed Coefficients
java.lang.String[]	groupColumnNames Level 2 Indice Names
double[]	icc Ratio of each random effect variance and (sum of all random effect variances plus the residual noise variance).
double	meanResidualFixed Mean residual error with fixed effect coefficients only
double	meanResidualFixedValid Mean residual error with fixed effect coefficients only
java.lang.String[]	randomCoefficientNames Random Effects Coefficient Names
TwoDimTableV3	randomCoefficientsTable Table of Random Coefficients
double	residualVariance Residual noise variance
TwoDimTableV3	scoringHistoryValid Table of Scoring History for Validation Dataset
double[][]	tmat Covariance Matrix for Random Effects (= Tj in section II.I of the doc
double[][]	ubeta Random Effects Coefficients

Fields inherited from class water.bindings.pojos.ModelOutputSchemaV3

columnTypes, crossValidationFoldAssignmentFrameId, crossValidationHoldoutPredictionsFrameId, crossValidationMetrics, crossValidationMetricsSummary, crossValidationModels, crossValidationPredictions, cvScoringHistory, defaultThreshold, domains, endTime, help, modelCategory, modelSummary, names, originalNames, reproducibilityInformationTable, runTime, scoringHistory, startTime, status, trainingMetrics, validationMetrics

Constructor Summary

Constructors

Constructor and Description
HGLMModelOutputV3() 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

coefficientsTable

@SerializedName(value="coefficients_table")
public TwoDimTableV3 coefficientsTable

Table of Fixed Coefficients

randomCoefficientsTable

@SerializedName(value="random_coefficients_table")
public TwoDimTableV3 randomCoefficientsTable

Table of Random Coefficients

scoringHistoryValid

@SerializedName(value="scoring_history_valid")
public TwoDimTableV3 scoringHistoryValid

Table of Scoring History for Validation Dataset

coefficientNames

@SerializedName(value="coefficient_names")
public java.lang.String[] coefficientNames

Fixed Effects Coefficient Names

randomCoefficientNames

@SerializedName(value="random_coefficient_names")
public java.lang.String[] randomCoefficientNames

Random Effects Coefficient Names

groupColumnNames

@SerializedName(value="group_column_names")
public java.lang.String[] groupColumnNames

Level 2 Indice Names

beta

public double[] beta

Fixed Effects Coefficients

ubeta

public double[][] ubeta

Random Effects Coefficients

tmat

public double[][] tmat

Covariance Matrix for Random Effects (= Tj in section II.I of the doc

icc

public double[] icc

Ratio of each random effect variance and (sum of all random effect variances plus the residual noise variance).

residualVariance

@SerializedName(value="residual_variance")
public double residualVariance

Residual noise variance

meanResidualFixed

@SerializedName(value="mean_residual_fixed")
public double meanResidualFixed

Mean residual error with fixed effect coefficients only

meanResidualFixedValid

@SerializedName(value="mean_residual_fixed_valid")
public double meanResidualFixedValid

Mean residual error with fixed effect coefficients only

Constructor Detail

HGLMModelOutputV3

public HGLMModelOutputV3()

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