Package co.elastic.clients.elasticsearch.ml

Class Hyperparameters.Builder

java.lang.Object

co.elastic.clients.util.ObjectBuilderBase

co.elastic.clients.util.WithJsonObjectBuilderBase<Hyperparameters.Builder>

co.elastic.clients.elasticsearch.ml.Hyperparameters.Builder

All Implemented Interfaces:

WithJson<Hyperparameters.Builder>, ObjectBuilder<Hyperparameters>

Enclosing class:

Hyperparameters

public static class Hyperparameters.Builder
extends WithJsonObjectBuilderBase<Hyperparameters.Builder>
implements ObjectBuilder<Hyperparameters>

Builder for Hyperparameters.

Constructor Summary

Constructors

Constructor	Description
Builder()

Method Summary

Modifier and Type	Method	Description
Hyperparameters.Builder	alpha(java.lang.Double value)	API name: alpha
Hyperparameters	build()	Builds a Hyperparameters.
Hyperparameters.Builder	downsampleFactor(java.lang.Double value)	API name: downsample_factor
Hyperparameters.Builder	eta(java.lang.Double value)	API name: eta
Hyperparameters.Builder	etaGrowthRatePerTree(java.lang.Double value)	API name: eta_growth_rate_per_tree
Hyperparameters.Builder	featureBagFraction(java.lang.Double value)	API name: feature_bag_fraction
Hyperparameters.Builder	gamma(java.lang.Double value)	API name: gamma
Hyperparameters.Builder	lambda(java.lang.Double value)	API name: lambda
Hyperparameters.Builder	maxAttemptsToAddTree(java.lang.Integer value)	API name: max_attempts_to_add_tree
Hyperparameters.Builder	maxOptimizationRoundsPerHyperparameter(java.lang.Integer value)	API name: max_optimization_rounds_per_hyperparameter
Hyperparameters.Builder	maxTrees(java.lang.Integer value)	API name: max_trees
Hyperparameters.Builder	numFolds(java.lang.Integer value)	API name: num_folds
Hyperparameters.Builder	numSplitsPerFeature(java.lang.Integer value)	API name: num_splits_per_feature
protected Hyperparameters.Builder	self()
Hyperparameters.Builder	softTreeDepthLimit(java.lang.Integer value)	API name: soft_tree_depth_limit
Hyperparameters.Builder	softTreeDepthTolerance(java.lang.Double value)	API name: soft_tree_depth_tolerance

Methods inherited from class co.elastic.clients.util.WithJsonObjectBuilderBase

withJson

Methods inherited from class co.elastic.clients.util.ObjectBuilderBase

_checkSingleUse, _listAdd, _listAddAll, _mapPut, _mapPutAll

Methods inherited from class java.lang.Object

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

Methods inherited from interface co.elastic.clients.json.WithJson

withJson, withJson

Constructor Details

Builder

public Builder()

Method Details

alpha

public final Hyperparameters.Builder alpha(@Nullable
java.lang.Double value)

API name: alpha

lambda

public final Hyperparameters.Builder lambda(@Nullable
java.lang.Double value)

API name: lambda

gamma

public final Hyperparameters.Builder gamma(@Nullable
java.lang.Double value)

API name: gamma

eta

public final Hyperparameters.Builder eta(@Nullable
java.lang.Double value)

API name: eta

etaGrowthRatePerTree

public final Hyperparameters.Builder etaGrowthRatePerTree(@Nullable
java.lang.Double value)

API name: eta_growth_rate_per_tree

featureBagFraction

public final Hyperparameters.Builder featureBagFraction(@Nullable
java.lang.Double value)

API name: feature_bag_fraction

downsampleFactor

public final Hyperparameters.Builder downsampleFactor(@Nullable
java.lang.Double value)

API name: downsample_factor

maxAttemptsToAddTree

public final Hyperparameters.Builder maxAttemptsToAddTree(@Nullable
java.lang.Integer value)

API name: max_attempts_to_add_tree

maxOptimizationRoundsPerHyperparameter

public final Hyperparameters.Builder maxOptimizationRoundsPerHyperparameter(@Nullable
java.lang.Integer value)

API name: max_optimization_rounds_per_hyperparameter

maxTrees

public final Hyperparameters.Builder maxTrees(@Nullable
java.lang.Integer value)

API name: max_trees

numFolds

public final Hyperparameters.Builder numFolds(@Nullable
java.lang.Integer value)

API name: num_folds

numSplitsPerFeature

public final Hyperparameters.Builder numSplitsPerFeature(@Nullable
java.lang.Integer value)

API name: num_splits_per_feature

softTreeDepthLimit

public final Hyperparameters.Builder softTreeDepthLimit(@Nullable
java.lang.Integer value)

API name: soft_tree_depth_limit

softTreeDepthTolerance

public final Hyperparameters.Builder softTreeDepthTolerance(@Nullable
java.lang.Double value)

API name: soft_tree_depth_tolerance

self

protected Hyperparameters.Builder self()

Specified by:

self in class WithJsonObjectBuilderBase<Hyperparameters.Builder>

build

public Hyperparameters build()

Builds a Hyperparameters.

Specified by:

build in interface ObjectBuilder<Hyperparameters>

Throws:

java.lang.NullPointerException - if some of the required fields are null.