java.lang.Object

co.elastic.clients.elasticsearch.ml.DataframeEvaluationMetrics

Direct Known Subclasses:: DataframeEvaluationClassificationMetrics, DataframeEvaluationOutlierDetectionMetrics

public abstract class DataframeEvaluationMetrics
extends java.lang.Object
implements JsonpSerializable

Nested Class Summary

Nested Classes
Modifier and Type	Class	Description
`protected static class`	`DataframeEvaluationMetrics.AbstractBuilder<BuilderT extends DataframeEvaluationMetrics.AbstractBuilder<BuilderT>>`

Method Summary

Modifier and Type	Method	Description
`DataframeEvaluationClassificationMetricsAucRoc`	`aucRoc()`	The AUC ROC (area under the curve of the receiver operating characteristic) score and optionally the curve.
`java.util.Map<java.lang.String,JsonData>`	`precision()`	Precision of predictions (per-class and average).
`java.util.Map<java.lang.String,JsonData>`	`recall()`	Recall of predictions (per-class and average).
`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 <BuilderT extends DataframeEvaluationMetrics.AbstractBuilder<BuilderT>> void`	`setupDataframeEvaluationMetricsDeserializer(ObjectDeserializer<BuilderT> op)`
`java.lang.String`	`toString()`

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

Constructor Details
- DataframeEvaluationMetrics
  
  protected DataframeEvaluationMetrics(DataframeEvaluationMetrics.AbstractBuilder<?> builder)
Method Details
- aucRoc
  
  @Nullable public final DataframeEvaluationClassificationMetricsAucRoc aucRoc()
  
  The AUC ROC (area under the curve of the receiver operating characteristic) score and optionally the curve. It is calculated for a specific class (provided as "class_name") treated as positive.
  API name: auc_roc
- precision
  
  public final java.util.Map<java.lang.String,JsonData> precision()
  
  Precision of predictions (per-class and average).
  API name: precision
- recall
  
  public final java.util.Map<java.lang.String,JsonData> recall()
  
  Recall of predictions (per-class and average).
  API name: recall
- 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)
- toString
  
  public java.lang.String toString()
  
  Overrides:
  
  toString in class java.lang.Object
- setupDataframeEvaluationMetricsDeserializer
  
  protected static <BuilderT extends DataframeEvaluationMetrics.AbstractBuilder<BuilderT>> void setupDataframeEvaluationMetricsDeserializer(ObjectDeserializer<BuilderT> op)