TotalFeatureImportance (java-client 7.16.3 API)

java.lang.Object

co.elastic.clients.elasticsearch.ml.TotalFeatureImportance

All Implemented Interfaces:: JsonpSerializable

@JsonpDeserializable
public class TotalFeatureImportance
extends java.lang.Object
implements JsonpSerializable

See Also:: API specification

Nested Class Summary

Nested Classes

Modifier and Type Class Description

static class TotalFeatureImportance.Builder
Builder for TotalFeatureImportance.
Field Summary

Fields

Modifier and Type Field Description

static JsonpDeserializer<TotalFeatureImportance> _DESERIALIZER
Json deserializer for TotalFeatureImportance

Method Summary

Modifier and Type	Method	Description
`java.util.List<TotalFeatureImportanceClass>`	`classes()`	Required - If the trained model is a classification model, feature importance statistics are gathered per target class value.
`java.lang.String`	`featureName()`	Required - The feature for which this importance was calculated.
`java.util.List<TotalFeatureImportanceStatistics>`	`importance()`	Required - A collection of feature importance statistics related to the training data set for this particular feature.
`static TotalFeatureImportance`	`of(java.util.function.Function<TotalFeatureImportance.Builder,ObjectBuilder<TotalFeatureImportance>> fn)`
`void`	`serialize(jakarta.json.stream.JsonGenerator generator, JsonpMapper mapper)`	Serialize this object to JSON.
`protected void`	`serializeInternal(jakarta.json.stream.JsonGenerator generator, JsonpMapper mapper)`
`protected static void`	`setupTotalFeatureImportanceDeserializer(ObjectDeserializer<TotalFeatureImportance.Builder> op)`

Methods inherited from class java.lang.Object

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

Field Details
- _DESERIALIZER
  
  public static final JsonpDeserializer<TotalFeatureImportance> _DESERIALIZER
  
  Json deserializer for TotalFeatureImportance
Method Details
- of
  
  public static TotalFeatureImportance of(java.util.function.Function<TotalFeatureImportance.Builder,ObjectBuilder<TotalFeatureImportance>> fn)
- featureName
  
  public final java.lang.String featureName()
  
  Required - The feature for which this importance was calculated.
  API name: feature_name
- importance
  
  public final java.util.List<TotalFeatureImportanceStatistics> importance()
  
  Required - A collection of feature importance statistics related to the training data set for this particular feature.
  API name: importance
- classes
  
  public final java.util.List<TotalFeatureImportanceClass> classes()
  
  Required - If the trained model is a classification model, feature importance statistics are gathered per target class value.
  API name: classes
- serialize
  
  public void serialize(jakarta.json.stream.JsonGenerator generator, JsonpMapper mapper)
  
  Serialize this object to JSON.
  
  Specified by:
  
  serialize in interface JsonpSerializable
- serializeInternal
  
  protected void serializeInternal(jakarta.json.stream.JsonGenerator generator, JsonpMapper mapper)
- setupTotalFeatureImportanceDeserializer
  
  protected static void setupTotalFeatureImportanceDeserializer(ObjectDeserializer<TotalFeatureImportance.Builder> op)