Package org.elasticsearch.client.ml.dataframe

Class Classification.Builder

java.lang.Object

org.elasticsearch.client.ml.dataframe.Classification.Builder

Enclosing class:

Classification

public static class Classification.Builder
extends Object

Method Summary

Modifier and Type	Method	Description
Classification	build()
Classification.Builder	setAlpha(Double alpha)
Classification.Builder	setClassAssignmentObjective(Classification.ClassAssignmentObjective classAssignmentObjective)
Classification.Builder	setDownsampleFactor(Double downsampleFactor)
Classification.Builder	setEarlyStoppingEnabled(Boolean earlyStoppingEnabled)
Classification.Builder	setEta(Double eta)
Classification.Builder	setEtaGrowthRatePerTree(Double etaGrowthRatePerTree)
Classification.Builder	setFeatureBagFraction(Double featureBagFraction)
Classification.Builder	setFeatureProcessors(List<PreProcessor> featureProcessors)
Classification.Builder	setGamma(Double gamma)
Classification.Builder	setLambda(Double lambda)
Classification.Builder	setMaxOptimizationRoundsPerHyperparameter(Integer maxOptimizationRoundsPerHyperparameter)
Classification.Builder	setMaxTrees(Integer maxTrees)
Classification.Builder	setNumTopClasses(Integer numTopClasses)
Classification.Builder	setNumTopFeatureImportanceValues(Integer numTopFeatureImportanceValues)
Classification.Builder	setPredictionFieldName(String predictionFieldName)
Classification.Builder	setRandomizeSeed(Long randomizeSeed)
Classification.Builder	setSoftTreeDepthLimit(Double softTreeDepthLimit)
Classification.Builder	setSoftTreeDepthTolerance(Double softTreeDepthTolerance)
Classification.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 Classification.Builder setLambda(Double lambda)

setGamma

public Classification.Builder setGamma(Double gamma)

setEta

public Classification.Builder setEta(Double eta)

setMaxTrees

public Classification.Builder setMaxTrees(Integer maxTrees)

setFeatureBagFraction

public Classification.Builder setFeatureBagFraction(Double featureBagFraction)

setNumTopFeatureImportanceValues

public Classification.Builder setNumTopFeatureImportanceValues(Integer numTopFeatureImportanceValues)

setPredictionFieldName

public Classification.Builder setPredictionFieldName(String predictionFieldName)

setTrainingPercent

public Classification.Builder setTrainingPercent(Double trainingPercent)

setRandomizeSeed

public Classification.Builder setRandomizeSeed(Long randomizeSeed)

setNumTopClasses

public Classification.Builder setNumTopClasses(Integer numTopClasses)

setClassAssignmentObjective

public Classification.Builder setClassAssignmentObjective(Classification.ClassAssignmentObjective classAssignmentObjective)

setFeatureProcessors

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

setAlpha

public Classification.Builder setAlpha(Double alpha)

setEtaGrowthRatePerTree

public Classification.Builder setEtaGrowthRatePerTree(Double etaGrowthRatePerTree)

setSoftTreeDepthLimit

public Classification.Builder setSoftTreeDepthLimit(Double softTreeDepthLimit)

setSoftTreeDepthTolerance

public Classification.Builder setSoftTreeDepthTolerance(Double softTreeDepthTolerance)

setDownsampleFactor

public Classification.Builder setDownsampleFactor(Double downsampleFactor)

setMaxOptimizationRoundsPerHyperparameter

public Classification.Builder setMaxOptimizationRoundsPerHyperparameter(Integer maxOptimizationRoundsPerHyperparameter)

setEarlyStoppingEnabled

public Classification.Builder setEarlyStoppingEnabled(Boolean earlyStoppingEnabled)

build

public Classification build()