water.bindings.pojos

Class MaxRGLMModelOutputV3

java.lang.Object

water.bindings.pojos.SchemaV3

water.bindings.pojos.ModelOutputSchemaV3

water.bindings.pojos.MaxRGLMModelOutputV3

public class MaxRGLMModelOutputV3
extends ModelOutputSchemaV3

Field Summary

Fields

Modifier and Type	Field and Description
ModelKeyV3[]	bestModelIds Key of models containing best 1-predictor model, best 2-predictors model, ....
java.lang.String[][]	bestModelPredictors best predictor subset names for each subset size
double[]	bestR2Values R2 values of all possible predictor subsets
java.lang.String[][]	coefficientNames arrays of string arrays containing coefficient names of best 1-predictor model, best 2-predictors model, ....

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
MaxRGLMModelOutputV3() 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

bestModelPredictors

@SerializedName(value="best_model_predictors")
public java.lang.String[][] bestModelPredictors

best predictor subset names for each subset size

bestR2Values

@SerializedName(value="best_r2_values")
public double[] bestR2Values

R2 values of all possible predictor subsets

bestModelIds

@SerializedName(value="best_model_ids")
public ModelKeyV3[] bestModelIds

Key of models containing best 1-predictor model, best 2-predictors model, ....

coefficientNames

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

arrays of string arrays containing coefficient names of best 1-predictor model, best 2-predictors model, ....

Constructor Detail

MaxRGLMModelOutputV3

public MaxRGLMModelOutputV3()

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