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 java.lang.Object

  • Method Details

    • setLambda

      public Regression.Builder setLambda​(java.lang.Double lambda)

    • setGamma

      public Regression.Builder setGamma​(java.lang.Double gamma)

    • setEta

      public Regression.Builder setEta​(java.lang.Double eta)

    • setMaxTrees

      public Regression.Builder setMaxTrees​(java.lang.Integer maxTrees)

    • setFeatureBagFraction

      public Regression.Builder setFeatureBagFraction​(java.lang.Double featureBagFraction)

    • setNumTopFeatureImportanceValues

      public Regression.Builder setNumTopFeatureImportanceValues​(java.lang.Integer numTopFeatureImportanceValues)

    • setPredictionFieldName

      public Regression.Builder setPredictionFieldName​(java.lang.String predictionFieldName)

    • setTrainingPercent

      public Regression.Builder setTrainingPercent​(java.lang.Double trainingPercent)

    • setRandomizeSeed

      public Regression.Builder setRandomizeSeed​(java.lang.Long randomizeSeed)

    • setLossFunction

      public Regression.Builder setLossFunction​(Regression.LossFunction lossFunction)

    • setLossFunctionParameter

      public Regression.Builder setLossFunctionParameter​(java.lang.Double lossFunctionParameter)

    • setFeatureProcessors

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

    • setAlpha

      public Regression.Builder setAlpha​(java.lang.Double alpha)

    • setEtaGrowthRatePerTree

      public Regression.Builder setEtaGrowthRatePerTree​(java.lang.Double etaGrowthRatePerTree)

    • setSoftTreeDepthLimit

      public Regression.Builder setSoftTreeDepthLimit​(java.lang.Double softTreeDepthLimit)

    • setSoftTreeDepthTolerance

      public Regression.Builder setSoftTreeDepthTolerance​(java.lang.Double softTreeDepthTolerance)

    • setDownsampleFactor

      public Regression.Builder setDownsampleFactor​(java.lang.Double downsampleFactor)

    • setMaxOptimizationRoundsPerHyperparameter

      public Regression.Builder setMaxOptimizationRoundsPerHyperparameter​(java.lang.Integer maxOptimizationRoundsPerHyperparameter)

    • setEarlyStoppingEnabled

      public Regression.Builder setEarlyStoppingEnabled​(java.lang.Boolean earlyStoppingEnabled)

    • build

      public Regression build()