water.bindings.pojos

Class GAMModelOutputV3

java.lang.Object

water.bindings.pojos.SchemaV3

water.bindings.pojos.ModelOutputSchemaV3

water.bindings.pojos.GAMModelOutputV3

public class GAMModelOutputV3
extends ModelOutputSchemaV3

Field Summary

Fields

Modifier and Type	Field and Description
TwoDimTableV3	coefficientsTable Table of Coefficients
TwoDimTableV3	coefficientsTableNoCentering Table of Coefficients without centering
java.lang.String[]	gamKnotColumnNames Gam column names for knots stored in knot_locations
java.lang.String	gamTransformedCenterKey key storing gam columns and predictor columns.
TwoDimTableV3	glmModelSummary GLM model summary
double[]	glmPvalues GLM p values.
TwoDimTableV3	glmScoringHistory GLM scoring history
double[]	glmStdErr GLM standard error values.
double[]	glmZvalues GLM Z values.
double[][]	knotLocations knot locations for all gam columns.
TwoDimTableV3	standardizedCoefficientMagnitudes Table of Standardized Coefficients Magnitudes
TwoDimTableV3	variableImportances Variable Importances

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
GAMModelOutputV3() 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

coefficientsTableNoCentering

@SerializedName(value="coefficients_table_no_centering")
public TwoDimTableV3 coefficientsTableNoCentering

Table of Coefficients without centering

glmScoringHistory

@SerializedName(value="glm_scoring_history")
public TwoDimTableV3 glmScoringHistory

GLM scoring history

glmModelSummary

@SerializedName(value="glm_model_summary")
public TwoDimTableV3 glmModelSummary

GLM model summary

standardizedCoefficientMagnitudes

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

Table of Standardized Coefficients Magnitudes

variableImportances

@SerializedName(value="variable_importances")
public TwoDimTableV3 variableImportances

Variable Importances

gamTransformedCenterKey

@SerializedName(value="gam_transformed_center_key")
public java.lang.String gamTransformedCenterKey

key storing gam columns and predictor columns. For debugging purposes only

glmZvalues

@SerializedName(value="glm_zvalues")
public double[] glmZvalues

GLM Z values. For debugging purposes only

glmPvalues

@SerializedName(value="glm_pvalues")
public double[] glmPvalues

GLM p values. For debugging purposes only

glmStdErr

@SerializedName(value="glm_std_err")
public double[] glmStdErr

GLM standard error values. For debugging purposes only

knotLocations

@SerializedName(value="knot_locations")
public double[][] knotLocations

knot locations for all gam columns.

gamKnotColumnNames

@SerializedName(value="gam_knot_column_names")
public java.lang.String[] gamKnotColumnNames

Gam column names for knots stored in knot_locations

Constructor Detail

GAMModelOutputV3

public GAMModelOutputV3()

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