Class DataframeEvaluationMetrics

java.lang.Object
co.elastic.clients.elasticsearch.ml.DataframeEvaluationMetrics
All Implemented Interfaces:
JsonpSerializable
Direct Known Subclasses:
DataframeEvaluationClassificationMetrics, DataframeEvaluationOutlierDetectionMetrics

public abstract class DataframeEvaluationMetrics
extends java.lang.Object
implements JsonpSerializable
See Also:
API specification
  • Constructor Details

  • 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)
    • setupDataframeEvaluationMetricsDeserializer

      protected static <BuilderT extends DataframeEvaluationMetrics.AbstractBuilder<BuilderT>> void setupDataframeEvaluationMetricsDeserializer​(ObjectDeserializer<BuilderT> op)