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:

ResponseBodyVariant, JsonpSerializable

@JsonpDeserializable
public class DataframeOutlierDetectionSummary
extends Object
implements ResponseBodyVariant, 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
ResponseBody.Kind	_responseBodyKind()	ResponseBody variant kind.
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.
DataframeOutlierDetectionSummary.Builder	rebuild()
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

Methods inherited from interface co.elastic.clients.elasticsearch.ml.evaluate_data_frame.ResponseBodyVariant

_toResponseBody

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)

_responseBodyKind

public ResponseBody.Kind _responseBodyKind()

ResponseBody variant kind.

Specified by:

_responseBodyKind in interface ResponseBodyVariant

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

rebuild

public DataframeOutlierDetectionSummary.Builder rebuild()

Returns:

New DataframeOutlierDetectionSummary.Builder initialized with field values of this instance

setupDataframeOutlierDetectionSummaryDeserializer

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