Package org.elasticsearch.client.ml.dataframe

Class Regression.Builder

java.lang.Object

org.elasticsearch.client.ml.dataframe.Regression.Builder

Enclosing class:

Regression

public static class Regression.Builder
extends Object

Method Summary

Modifier and Type	Method	Description
Regression	build()
Regression.Builder	setAlpha(Double alpha)
Regression.Builder	setDownsampleFactor(Double downsampleFactor)
Regression.Builder	setEarlyStoppingEnabled(Boolean earlyStoppingEnabled)
Regression.Builder	setEta(Double eta)
Regression.Builder	setEtaGrowthRatePerTree(Double etaGrowthRatePerTree)
Regression.Builder	setFeatureBagFraction(Double featureBagFraction)
Regression.Builder	setFeatureProcessors(List<PreProcessor> featureProcessors)
Regression.Builder	setGamma(Double gamma)
Regression.Builder	setLambda(Double lambda)
Regression.Builder	setLossFunction(Regression.LossFunction lossFunction)
Regression.Builder	setLossFunctionParameter(Double lossFunctionParameter)
Regression.Builder	setMaxOptimizationRoundsPerHyperparameter(Integer maxOptimizationRoundsPerHyperparameter)
Regression.Builder	setMaxTrees(Integer maxTrees)
Regression.Builder	setNumTopFeatureImportanceValues(Integer numTopFeatureImportanceValues)
Regression.Builder	setPredictionFieldName(String predictionFieldName)
Regression.Builder	setRandomizeSeed(Long randomizeSeed)
Regression.Builder	setSoftTreeDepthLimit(Double softTreeDepthLimit)
Regression.Builder	setSoftTreeDepthTolerance(Double softTreeDepthTolerance)
Regression.Builder	setTrainingPercent(Double trainingPercent)

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Method Details

setLambda

public Regression.Builder setLambda(Double lambda)

setGamma

public Regression.Builder setGamma(Double gamma)

setEta

public Regression.Builder setEta(Double eta)

setMaxTrees

public Regression.Builder setMaxTrees(Integer maxTrees)

setFeatureBagFraction

public Regression.Builder setFeatureBagFraction(Double featureBagFraction)

setNumTopFeatureImportanceValues

public Regression.Builder setNumTopFeatureImportanceValues(Integer numTopFeatureImportanceValues)

setPredictionFieldName

public Regression.Builder setPredictionFieldName(String predictionFieldName)

setTrainingPercent

public Regression.Builder setTrainingPercent(Double trainingPercent)

setRandomizeSeed

public Regression.Builder setRandomizeSeed(Long randomizeSeed)

setLossFunction

public Regression.Builder setLossFunction(Regression.LossFunction lossFunction)

setLossFunctionParameter

public Regression.Builder setLossFunctionParameter(Double lossFunctionParameter)

setFeatureProcessors

public Regression.Builder setFeatureProcessors(List<PreProcessor> featureProcessors)

setAlpha

public Regression.Builder setAlpha(Double alpha)

setEtaGrowthRatePerTree

public Regression.Builder setEtaGrowthRatePerTree(Double etaGrowthRatePerTree)

setSoftTreeDepthLimit

public Regression.Builder setSoftTreeDepthLimit(Double softTreeDepthLimit)

setSoftTreeDepthTolerance

public Regression.Builder setSoftTreeDepthTolerance(Double softTreeDepthTolerance)

setDownsampleFactor

public Regression.Builder setDownsampleFactor(Double downsampleFactor)

setMaxOptimizationRoundsPerHyperparameter

public Regression.Builder setMaxOptimizationRoundsPerHyperparameter(Integer maxOptimizationRoundsPerHyperparameter)

setEarlyStoppingEnabled

public Regression.Builder setEarlyStoppingEnabled(Boolean earlyStoppingEnabled)

build

public Regression build()