Package co.elastic.clients.elasticsearch.ml.evaluate_data_frame

Class DataframeOutlierDetectionSummary

java.lang.Object

co.elastic.clients.elasticsearch.ml.evaluate_data_frame.DataframeOutlierDetectionSummary

All Implemented Interfaces:

JsonpSerializable

@JsonpDeserializable
public class DataframeOutlierDetectionSummary
extends Object
implements JsonpSerializable

See Also:

• API specification

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	DataframeOutlierDetectionSummary.Builder	Builder for DataframeOutlierDetectionSummary.

Field Summary

Fields

Modifier and Type	Field	Description
static final JsonpDeserializer<DataframeOutlierDetectionSummary>	_DESERIALIZER	Json deserializer for DataframeOutlierDetectionSummary

Method Summary

Modifier and Type	Method	Description
final DataframeEvaluationSummaryAucRoc	aucRoc()	The AUC ROC (area under the curve of the receiver operating characteristic) score and optionally the curve.
final Map<String,ConfusionMatrixThreshold>	confusionMatrix()	Set the different thresholds of the outlier score at where the metrics (tp - true positive, fp - false positive, tn - true negative, fn - false negative) are calculated.
static DataframeOutlierDetectionSummary	of(Function<DataframeOutlierDetectionSummary.Builder,ObjectBuilder<DataframeOutlierDetectionSummary>> fn)
final Map<String,Double>	precision()	Set the different thresholds of the outlier score at where the metric is calculated.
final Map<String,Double>	recall()	Set the different thresholds of the outlier score at where the metric is calculated.
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	setupDataframeOutlierDetectionSummaryDeserializer(ObjectDeserializer<DataframeOutlierDetectionSummary.Builder> op)
String	toString()

Methods inherited from class java.lang.Object

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

Field Details

_DESERIALIZER

public static final JsonpDeserializer<DataframeOutlierDetectionSummary> _DESERIALIZER

Json deserializer for DataframeOutlierDetectionSummary

Method Details

of

public static DataframeOutlierDetectionSummary of(Function<DataframeOutlierDetectionSummary.Builder,ObjectBuilder<DataframeOutlierDetectionSummary>> fn)

aucRoc

@Nullable
public final DataframeEvaluationSummaryAucRoc aucRoc()

The AUC ROC (area under the curve of the receiver operating characteristic) score and optionally the curve.

API name: auc_roc

precision

public final Map<String,Double> precision()

Set the different thresholds of the outlier score at where the metric is calculated.

API name: precision

recall

public final Map<String,Double> recall()

Set the different thresholds of the outlier score at where the metric is calculated.

API name: recall

confusionMatrix

public final Map<String,ConfusionMatrixThreshold> confusionMatrix()

Set the different thresholds of the outlier score at where the metrics (tp - true positive, fp - false positive, tn - true negative, fn - false negative) are calculated.

API name: confusion_matrix

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 String toString()

Overrides:

toString in class Object

setupDataframeOutlierDetectionSummaryDeserializer

protected static void setupDataframeOutlierDetectionSummaryDeserializer(ObjectDeserializer<DataframeOutlierDetectionSummary.Builder> op)