Package co.elastic.clients.elasticsearch.ml

Class TotalFeatureImportance.Builder

java.lang.Object

co.elastic.clients.util.ObjectBuilderBase

co.elastic.clients.elasticsearch.ml.TotalFeatureImportance.Builder

All Implemented Interfaces:

ObjectBuilder<TotalFeatureImportance>

Enclosing class:

TotalFeatureImportance

public static class TotalFeatureImportance.Builder
extends ObjectBuilderBase
implements ObjectBuilder<TotalFeatureImportance>

Builder for TotalFeatureImportance.

Constructor Summary

Constructors

Constructor	Description
Builder()

Method Summary

Modifier and Type	Method	Description
TotalFeatureImportance	build()	Builds a TotalFeatureImportance.
TotalFeatureImportance.Builder	classes(TotalFeatureImportanceClass value, TotalFeatureImportanceClass... values)	Required - If the trained model is a classification model, feature importance statistics are gathered per target class value.
TotalFeatureImportance.Builder	classes(java.util.function.Function<TotalFeatureImportanceClass.Builder,ObjectBuilder<TotalFeatureImportanceClass>> fn)	Required - If the trained model is a classification model, feature importance statistics are gathered per target class value.
TotalFeatureImportance.Builder	classes(java.util.List<TotalFeatureImportanceClass> list)	Required - If the trained model is a classification model, feature importance statistics are gathered per target class value.
TotalFeatureImportance.Builder	featureName(java.lang.String value)	Required - The feature for which this importance was calculated.
TotalFeatureImportance.Builder	importance(TotalFeatureImportanceStatistics value, TotalFeatureImportanceStatistics... values)	Required - A collection of feature importance statistics related to the training data set for this particular feature.
TotalFeatureImportance.Builder	importance(java.util.function.Function<TotalFeatureImportanceStatistics.Builder,ObjectBuilder<TotalFeatureImportanceStatistics>> fn)	Required - A collection of feature importance statistics related to the training data set for this particular feature.
TotalFeatureImportance.Builder	importance(java.util.List<TotalFeatureImportanceStatistics> list)	Required - A collection of feature importance statistics related to the training data set for this particular feature.

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

Constructor Details

Builder

public Builder()

Method Details

featureName

public final TotalFeatureImportance.Builder featureName(java.lang.String value)

Required - The feature for which this importance was calculated.

API name: feature_name

importance

public final TotalFeatureImportance.Builder importance(java.util.List<TotalFeatureImportanceStatistics> list)

Required - A collection of feature importance statistics related to the training data set for this particular feature.

API name: importance

Adds all elements of list to importance.

importance

public final TotalFeatureImportance.Builder importance(TotalFeatureImportanceStatistics value,
TotalFeatureImportanceStatistics... values)

Required - A collection of feature importance statistics related to the training data set for this particular feature.

API name: importance

Adds one or more values to importance.

importance

public final TotalFeatureImportance.Builder importance(java.util.function.Function<TotalFeatureImportanceStatistics.Builder,ObjectBuilder<TotalFeatureImportanceStatistics>> fn)

Required - A collection of feature importance statistics related to the training data set for this particular feature.

API name: importance

Adds a value to importance using a builder lambda.

classes

public final TotalFeatureImportance.Builder classes(java.util.List<TotalFeatureImportanceClass> list)

Required - If the trained model is a classification model, feature importance statistics are gathered per target class value.

API name: classes

Adds all elements of list to classes.

classes

public final TotalFeatureImportance.Builder classes(TotalFeatureImportanceClass value,
TotalFeatureImportanceClass... values)

Required - If the trained model is a classification model, feature importance statistics are gathered per target class value.

API name: classes

Adds one or more values to classes.

classes

public final TotalFeatureImportance.Builder classes(java.util.function.Function<TotalFeatureImportanceClass.Builder,ObjectBuilder<TotalFeatureImportanceClass>> fn)

Required - If the trained model is a classification model, feature importance statistics are gathered per target class value.

API name: classes

Adds a value to classes using a builder lambda.

build

public TotalFeatureImportance build()

Builds a TotalFeatureImportance.

Specified by:

build in interface ObjectBuilder<TotalFeatureImportance>

Throws:

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