Package org.elasticsearch.client.ml.dataframe

Class Regression

java.lang.Object
org.elasticsearch.client.ml.dataframe.Regression
All Implemented Interfaces:
DataFrameAnalysis, org.elasticsearch.xcontent.ToXContent, org.elasticsearch.xcontent.ToXContentObject
public class Regression extends Object implements DataFrameAnalysis

  • Field Details

    • NAME

      public static final org.elasticsearch.xcontent.ParseField NAME

  • Method Details

    • fromXContent

      public static Regression fromXContent(org.elasticsearch.xcontent.XContentParser parser)

    • builder

      public static Regression.Builder builder(String dependentVariable)

    • getName

      public String getName()
      Specified by:
      getName in interface DataFrameAnalysis

    • getDependentVariable

      public String getDependentVariable()

    • getLambda

      public Double getLambda()

    • getGamma

      public Double getGamma()

    • getEta

      public Double getEta()

    • getMaxTrees

      public Integer getMaxTrees()

    • getFeatureBagFraction

      public Double getFeatureBagFraction()

    • getNumTopFeatureImportanceValues

      public Integer getNumTopFeatureImportanceValues()

    • getPredictionFieldName

      public String getPredictionFieldName()

    • getTrainingPercent

      public Double getTrainingPercent()

    • getRandomizeSeed

      public Long getRandomizeSeed()

    • getLossFunction

      public Regression.LossFunction getLossFunction()

    • getLossFunctionParameter

      public Double getLossFunctionParameter()

    • getFeatureProcessors

      public List<PreProcessor> getFeatureProcessors()

    • getAlpha

      public Double getAlpha()

    • getEtaGrowthRatePerTree

      public Double getEtaGrowthRatePerTree()

    • getSoftTreeDepthLimit

      public Double getSoftTreeDepthLimit()

    • getSoftTreeDepthTolerance

      public Double getSoftTreeDepthTolerance()

    • getDownsampleFactor

      public Double getDownsampleFactor()

    • getMaxOptimizationRoundsPerHyperparameter

      public Integer getMaxOptimizationRoundsPerHyperparameter()

    • getEarlyStoppingEnabled

      public Boolean getEarlyStoppingEnabled()

    • toXContent

      public org.elasticsearch.xcontent.XContentBuilder toXContent(org.elasticsearch.xcontent.XContentBuilder builder, org.elasticsearch.xcontent.ToXContent.Params params) throws IOException
      Specified by:
      toXContent in interface org.elasticsearch.xcontent.ToXContent
      Throws:
      IOException

    • hashCode

      public int hashCode()
      Overrides:
      hashCode in class Object

    • equals

      public boolean equals(Object o)
      Overrides:
      equals in class Object

    • toString

      public String toString()
      Overrides:
      toString in class Object