Package co.elastic.clients.elasticsearch.ml

Class Hyperparameters.Builder

java.lang.Object

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

All Implemented Interfaces:

ObjectBuilder<Hyperparameters>

Enclosing class:

Hyperparameters

public static class Hyperparameters.Builder
extends java.lang.Object
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
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 java.lang.Object

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

Constructor Details

Builder

public Builder()

Method Details

alpha

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

API name: alpha

lambda

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

API name: lambda

gamma

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

API name: gamma

eta

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

API name: eta

etaGrowthRatePerTree

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

API name: eta_growth_rate_per_tree

featureBagFraction

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

API name: feature_bag_fraction

downsampleFactor

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

API name: downsample_factor

maxAttemptsToAddTree

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

API name: max_attempts_to_add_tree

maxOptimizationRoundsPerHyperparameter

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

API name: max_optimization_rounds_per_hyperparameter

maxTrees

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

API name: max_trees

numFolds

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

API name: num_folds

numSplitsPerFeature

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

API name: num_splits_per_feature

softTreeDepthLimit

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

API name: soft_tree_depth_limit

softTreeDepthTolerance

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

API name: soft_tree_depth_tolerance

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.