water.bindings.pojos

Class ModelSelectionModelOutputV3

java.lang.Object

water.bindings.pojos.SchemaV3

water.bindings.pojos.ModelOutputSchemaV3

water.bindings.pojos.ModelSelectionModelOutputV3

public class ModelSelectionModelOutputV3
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
ModelSelectionModelOutputV3() 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

ModelSelectionModelOutputV3

public ModelSelectionModelOutputV3()

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