Package org.elasticsearch.client.ml.dataframe

Class Regression

java.lang.Object

org.elasticsearch.client.ml.dataframe.Regression

All Implemented Interfaces:

DataFrameAnalysis, org.elasticsearch.common.xcontent.ToXContent, org.elasticsearch.common.xcontent.ToXContentObject

public class Regression
extends java.lang.Object
implements DataFrameAnalysis

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	Regression.Builder
static class	Regression.LossFunction

Nested classes/interfaces inherited from interface org.elasticsearch.common.xcontent.ToXContent

org.elasticsearch.common.xcontent.ToXContent.DelegatingMapParams, org.elasticsearch.common.xcontent.ToXContent.MapParams, org.elasticsearch.common.xcontent.ToXContent.Params

Field Summary

Fields

Modifier and Type	Field	Description
static org.elasticsearch.common.ParseField	NAME

Fields inherited from interface org.elasticsearch.common.xcontent.ToXContent

EMPTY_PARAMS

Method Summary

Modifier and Type	Method	Description
static Regression.Builder	builder(java.lang.String dependentVariable)
boolean	equals(java.lang.Object o)
static Regression	fromXContent(org.elasticsearch.common.xcontent.XContentParser parser)
java.lang.String	getDependentVariable()
java.lang.Double	getEta()
java.lang.Double	getFeatureBagFraction()
java.util.List<PreProcessor>	getFeatureProcessors()
java.lang.Double	getGamma()
java.lang.Double	getLambda()
Regression.LossFunction	getLossFunction()
java.lang.Double	getLossFunctionParameter()
java.lang.Integer	getMaxTrees()
java.lang.String	getName()
java.lang.Integer	getNumTopFeatureImportanceValues()
java.lang.String	getPredictionFieldName()
java.lang.Long	getRandomizeSeed()
java.lang.Double	getTrainingPercent()
int	hashCode()
java.lang.String	toString()
org.elasticsearch.common.xcontent.XContentBuilder	toXContent(org.elasticsearch.common.xcontent.XContentBuilder builder, org.elasticsearch.common.xcontent.ToXContent.Params params)

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface org.elasticsearch.common.xcontent.ToXContentObject

isFragment

Field Details

NAME

public static final org.elasticsearch.common.ParseField NAME

Method Details

fromXContent

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

builder

public static Regression.Builder builder(java.lang.String dependentVariable)

getName

public java.lang.String getName()

Specified by:

getName in interface DataFrameAnalysis

getDependentVariable

public java.lang.String getDependentVariable()

getLambda

public java.lang.Double getLambda()

getGamma

public java.lang.Double getGamma()

getEta

public java.lang.Double getEta()

getMaxTrees

public java.lang.Integer getMaxTrees()

getFeatureBagFraction

public java.lang.Double getFeatureBagFraction()

getNumTopFeatureImportanceValues

public java.lang.Integer getNumTopFeatureImportanceValues()

getPredictionFieldName

public java.lang.String getPredictionFieldName()

getTrainingPercent

public java.lang.Double getTrainingPercent()

getRandomizeSeed

public java.lang.Long getRandomizeSeed()

getLossFunction

public Regression.LossFunction getLossFunction()

getLossFunctionParameter

public java.lang.Double getLossFunctionParameter()

getFeatureProcessors

public java.util.List<PreProcessor> getFeatureProcessors()

toXContent

public org.elasticsearch.common.xcontent.XContentBuilder toXContent(org.elasticsearch.common.xcontent.XContentBuilder builder, org.elasticsearch.common.xcontent.ToXContent.Params params) throws java.io.IOException

Specified by:

toXContent in interface org.elasticsearch.common.xcontent.ToXContent

Throws:

java.io.IOException

hashCode

public int hashCode()

Overrides:

hashCode in class java.lang.Object

equals

public boolean equals(java.lang.Object o)

Overrides:

equals in class java.lang.Object

toString

public java.lang.String toString()

Overrides:

toString in class java.lang.Object