water.bindings.pojos

Class GLMModelOutputV3

java.lang.Object

water.bindings.pojos.SchemaV3

water.bindings.pojos.ModelOutputSchemaV3

water.bindings.pojos.GLMModelOutputV3

public class GLMModelOutputV3
extends ModelOutputSchemaV3

Field Summary

Fields

Modifier and Type	Field and Description
TwoDimTableV3	coefficientsTable Table of Coefficients
TwoDimTableV3	coefficientsTableMultinomialsWithClassNames Table of Coefficients with coefficients denoted with class names for GLM multinonimals only.
double	lambda1se Lambda best + 1 standard error.
double	lambdaBest Lambda minimizing the objective value, only applicable with lambd search
TwoDimTableV3	standardizedCoefficientMagnitudes Standardized Coefficient Magnitudes

Fields inherited from class water.bindings.pojos.ModelOutputSchemaV3

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

Constructor Summary

Constructors

Constructor and Description
GLMModelOutputV3() 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 Coefficients

coefficientsTableMultinomialsWithClassNames

@SerializedName(value="coefficients_table_multinomials_with_class_names")
public TwoDimTableV3 coefficientsTableMultinomialsWithClassNames

Table of Coefficients with coefficients denoted with class names for GLM multinonimals only.

standardizedCoefficientMagnitudes

@SerializedName(value="standardized_coefficient_magnitudes")
public TwoDimTableV3 standardizedCoefficientMagnitudes

Standardized Coefficient Magnitudes

lambdaBest

@SerializedName(value="lambda_best")
public double lambdaBest

Lambda minimizing the objective value, only applicable with lambd search

lambda1se

@SerializedName(value="lambda_1se")
public double lambda1se

Lambda best + 1 standard error. Only applicable with lambda search and cross-validation

Constructor Detail

GLMModelOutputV3

public GLMModelOutputV3()

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