Class Hyperparameter.Builder
java.lang.Object
co.elastic.clients.util.ObjectBuilderBase
co.elastic.clients.util.WithJsonObjectBuilderBase<Hyperparameter.Builder>
co.elastic.clients.elasticsearch.ml.Hyperparameter.Builder
- All Implemented Interfaces:
WithJson<Hyperparameter.Builder>
,ObjectBuilder<Hyperparameter>
- Enclosing class:
- Hyperparameter
public static class Hyperparameter.Builder
extends WithJsonObjectBuilderBase<Hyperparameter.Builder>
implements ObjectBuilder<Hyperparameter>
Builder for
Hyperparameter
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Constructor Summary
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Method Summary
Modifier and TypeMethodDescriptionfinal Hyperparameter.Builder
absoluteImportance
(Double value) A positive number showing how much the parameter influences the variation of the loss function.build()
Builds aHyperparameter
.final Hyperparameter.Builder
Required - Name of the hyperparameter.final Hyperparameter.Builder
relativeImportance
(Double value) A number between 0 and 1 showing the proportion of influence on the variation of the loss function among all tuned hyperparameters.protected Hyperparameter.Builder
self()
final Hyperparameter.Builder
supplied
(boolean value) Required - Indicates if the hyperparameter is specified by the user (true) or optimized (false).final Hyperparameter.Builder
value
(double value) Required - The value of the hyperparameter, either optimized or specified by the user.Methods inherited from class co.elastic.clients.util.WithJsonObjectBuilderBase
withJson
Methods inherited from class co.elastic.clients.util.ObjectBuilderBase
_checkSingleUse, _listAdd, _listAddAll, _mapPut, _mapPutAll
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Constructor Details
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Builder
public Builder()
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Method Details
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absoluteImportance
A positive number showing how much the parameter influences the variation of the loss function. For hyperparameters with values that are not specified by the user but tuned during hyperparameter optimization.API name:
absolute_importance
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name
Required - Name of the hyperparameter.API name:
name
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relativeImportance
A number between 0 and 1 showing the proportion of influence on the variation of the loss function among all tuned hyperparameters. For hyperparameters with values that are not specified by the user but tuned during hyperparameter optimization.API name:
relative_importance
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supplied
Required - Indicates if the hyperparameter is specified by the user (true) or optimized (false).API name:
supplied
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value
Required - The value of the hyperparameter, either optimized or specified by the user.API name:
value
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self
- Specified by:
self
in classWithJsonObjectBuilderBase<Hyperparameter.Builder>
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build
Builds aHyperparameter
.- Specified by:
build
in interfaceObjectBuilder<Hyperparameter>
- Throws:
NullPointerException
- if some of the required fields are null.
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