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

Class DataframeOutlierDetectionSummary.Builder

java.lang.Object

co.elastic.clients.util.ObjectBuilderBase

co.elastic.clients.util.WithJsonObjectBuilderBase<DataframeOutlierDetectionSummary.Builder>

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

All Implemented Interfaces:

WithJson<DataframeOutlierDetectionSummary.Builder>, ObjectBuilder<DataframeOutlierDetectionSummary>

Enclosing class:

DataframeOutlierDetectionSummary

public static class DataframeOutlierDetectionSummary.Builder
extends WithJsonObjectBuilderBase<DataframeOutlierDetectionSummary.Builder>
implements ObjectBuilder<DataframeOutlierDetectionSummary>

Builder for DataframeOutlierDetectionSummary.

Constructor Summary

Constructors

Constructor	Description
Builder()

Method Summary

Modifier and Type	Method	Description
final DataframeOutlierDetectionSummary.Builder	aucRoc(DataframeEvaluationSummaryAucRoc value)	The AUC ROC (area under the curve of the receiver operating characteristic) score and optionally the curve.
final DataframeOutlierDetectionSummary.Builder	aucRoc(Function<DataframeEvaluationSummaryAucRoc.Builder,ObjectBuilder<DataframeEvaluationSummaryAucRoc>> fn)	The AUC ROC (area under the curve of the receiver operating characteristic) score and optionally the curve.
DataframeOutlierDetectionSummary	build()	Builds a DataframeOutlierDetectionSummary.
final DataframeOutlierDetectionSummary.Builder	confusionMatrix(String key, ConfusionMatrixThreshold value)	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.
final DataframeOutlierDetectionSummary.Builder	confusionMatrix(String key, Function<ConfusionMatrixThreshold.Builder,ObjectBuilder<ConfusionMatrixThreshold>> fn)	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.
final DataframeOutlierDetectionSummary.Builder	confusionMatrix(Map<String,ConfusionMatrixThreshold> map)	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.
final DataframeOutlierDetectionSummary.Builder	precision(String key, Double value)	Set the different thresholds of the outlier score at where the metric is calculated.
final DataframeOutlierDetectionSummary.Builder	precision(Map<String,Double> map)	Set the different thresholds of the outlier score at where the metric is calculated.
final DataframeOutlierDetectionSummary.Builder	recall(String key, Double value)	Set the different thresholds of the outlier score at where the metric is calculated.
final DataframeOutlierDetectionSummary.Builder	recall(Map<String,Double> map)	Set the different thresholds of the outlier score at where the metric is calculated.
protected DataframeOutlierDetectionSummary.Builder	self()

Methods inherited from class co.elastic.clients.util.WithJsonObjectBuilderBase

withJson

Methods inherited from class co.elastic.clients.util.ObjectBuilderBase

_checkSingleUse, _listAdd, _listAddAll, _mapPut, _mapPutAll

Methods inherited from class java.lang.Object

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

Methods inherited from interface co.elastic.clients.json.WithJson

withJson, withJson

Constructor Details

Builder

public Builder()

Method Details

aucRoc

public final DataframeOutlierDetectionSummary.Builder aucRoc(@Nullable
 DataframeEvaluationSummaryAucRoc value)

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

API name: auc_roc

aucRoc

public final DataframeOutlierDetectionSummary.Builder aucRoc(Function<DataframeEvaluationSummaryAucRoc.Builder,ObjectBuilder<DataframeEvaluationSummaryAucRoc>> fn)

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

API name: auc_roc

precision

public final DataframeOutlierDetectionSummary.Builder precision(Map<String,Double> map)

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

API name: precision

Adds all entries of map to precision.

precision

public final DataframeOutlierDetectionSummary.Builder precision(String key,
 Double value)

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

API name: precision

Adds an entry to precision.

recall

public final DataframeOutlierDetectionSummary.Builder recall(Map<String,Double> map)

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

API name: recall

Adds all entries of map to recall.

recall

public final DataframeOutlierDetectionSummary.Builder recall(String key,
 Double value)

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

API name: recall

Adds an entry to recall.

confusionMatrix

public final DataframeOutlierDetectionSummary.Builder confusionMatrix(Map<String,ConfusionMatrixThreshold> map)

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

Adds all entries of map to confusionMatrix.

confusionMatrix

public final DataframeOutlierDetectionSummary.Builder confusionMatrix(String key,
 ConfusionMatrixThreshold value)

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

Adds an entry to confusionMatrix.

confusionMatrix

public final DataframeOutlierDetectionSummary.Builder confusionMatrix(String key,
 Function<ConfusionMatrixThreshold.Builder,ObjectBuilder<ConfusionMatrixThreshold>> fn)

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

Adds an entry to confusionMatrix using a builder lambda.

self

protected DataframeOutlierDetectionSummary.Builder self()

Specified by:

self in class WithJsonObjectBuilderBase<DataframeOutlierDetectionSummary.Builder>

build

public DataframeOutlierDetectionSummary build()

Builds a DataframeOutlierDetectionSummary.

Specified by:

build in interface ObjectBuilder<DataframeOutlierDetectionSummary>

Throws:

NullPointerException - if some of the required fields are null.