water.bindings.pojos

Class AdaBoostParametersV3

java.lang.Object

water.bindings.pojos.SchemaV3

water.bindings.pojos.ModelParametersSchemaV3

water.bindings.pojos.AdaBoostParametersV3

public class AdaBoostParametersV3
extends ModelParametersSchemaV3

Field Summary

Fields

Modifier and Type	Field and Description
double	learnRate Learning rate (from 0.0 to 1.0)
int	nlearners Number of AdaBoost weak learners.
long	seed Seed for pseudo random number generator (if applicable)
AdaBoostModelAlgorithm	weakLearner Choose a weak learner type.
java.lang.String	weakLearnerParams Customized parameters for the weak_learner algorithm.

Fields inherited from class water.bindings.pojos.ModelParametersSchemaV3

aucType, categoricalEncoding, checkpoint, customDistributionFunc, customMetricFunc, distribution, exportCheckpointsDir, foldAssignment, foldColumn, gainsliftBins, huberAlpha, ignoreConstCols, ignoredColumns, keepCrossValidationFoldAssignment, keepCrossValidationModels, keepCrossValidationPredictions, maxCategoricalLevels, maxRuntimeSecs, modelId, nfolds, offsetColumn, parallelizeCrossValidation, quantileAlpha, responseColumn, scoreEachIteration, stoppingMetric, stoppingRounds, stoppingTolerance, trainingFrame, tweediePower, validationFrame, weightsColumn

Constructor Summary

Constructors

Constructor and Description
AdaBoostParametersV3() 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

nlearners

public int nlearners

Number of AdaBoost weak learners.

weakLearner

@SerializedName(value="weak_learner")
public AdaBoostModelAlgorithm weakLearner

Choose a weak learner type. Defaults to AUTO, which means DRF.

learnRate

@SerializedName(value="learn_rate")
public double learnRate

Learning rate (from 0.0 to 1.0)

weakLearnerParams

@SerializedName(value="weak_learner_params")
public java.lang.String weakLearnerParams

Customized parameters for the weak_learner algorithm.

seed

public long seed

Seed for pseudo random number generator (if applicable)

Constructor Detail

AdaBoostParametersV3

public AdaBoostParametersV3()

Public constructor

Method Detail

toString

public java.lang.String toString()

Return the contents of this object as a JSON String.

Overrides:

toString in class ModelParametersSchemaV3