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

Class DataframeClassificationSummary.Builder

java.lang.Object

co.elastic.clients.util.ObjectBuilderBase

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

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

All Implemented Interfaces:

WithJson<DataframeClassificationSummary.Builder>, ObjectBuilder<DataframeClassificationSummary>

Enclosing class:

DataframeClassificationSummary

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

Builder for DataframeClassificationSummary.

Constructor Summary

Constructors

Constructor	Description
Builder()

Method Summary

Modifier and Type	Method	Description
final DataframeClassificationSummary.Builder	accuracy(DataframeClassificationSummaryAccuracy value)	Accuracy of predictions (per-class and overall).
final DataframeClassificationSummary.Builder	accuracy(Function<DataframeClassificationSummaryAccuracy.Builder,ObjectBuilder<DataframeClassificationSummaryAccuracy>> fn)	Accuracy of predictions (per-class and overall).
final DataframeClassificationSummary.Builder	aucRoc(DataframeEvaluationSummaryAucRoc value)	The AUC ROC (area under the curve of the receiver operating characteristic) score and optionally the curve.
final DataframeClassificationSummary.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.
DataframeClassificationSummary	build()	Builds a DataframeClassificationSummary.
final DataframeClassificationSummary.Builder	multiclassConfusionMatrix(DataframeClassificationSummaryMulticlassConfusionMatrix value)	Multiclass confusion matrix.
final DataframeClassificationSummary.Builder	multiclassConfusionMatrix(Function<DataframeClassificationSummaryMulticlassConfusionMatrix.Builder,ObjectBuilder<DataframeClassificationSummaryMulticlassConfusionMatrix>> fn)	Multiclass confusion matrix.
final DataframeClassificationSummary.Builder	precision(DataframeClassificationSummaryPrecision value)	Precision of predictions (per-class and average).
final DataframeClassificationSummary.Builder	precision(Function<DataframeClassificationSummaryPrecision.Builder,ObjectBuilder<DataframeClassificationSummaryPrecision>> fn)	Precision of predictions (per-class and average).
final DataframeClassificationSummary.Builder	recall(DataframeClassificationSummaryRecall value)	Recall of predictions (per-class and average).
final DataframeClassificationSummary.Builder	recall(Function<DataframeClassificationSummaryRecall.Builder,ObjectBuilder<DataframeClassificationSummaryRecall>> fn)	Recall of predictions (per-class and average).
protected DataframeClassificationSummary.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 DataframeClassificationSummary.Builder aucRoc(@Nullable
 DataframeEvaluationSummaryAucRoc value)

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

aucRoc

public final DataframeClassificationSummary.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. It is calculated for a specific class (provided as "class_name") treated as positive.

API name: auc_roc

accuracy

public final DataframeClassificationSummary.Builder accuracy(@Nullable
 DataframeClassificationSummaryAccuracy value)

Accuracy of predictions (per-class and overall).

API name: accuracy

accuracy

public final DataframeClassificationSummary.Builder accuracy(Function<DataframeClassificationSummaryAccuracy.Builder,ObjectBuilder<DataframeClassificationSummaryAccuracy>> fn)

Accuracy of predictions (per-class and overall).

API name: accuracy

multiclassConfusionMatrix

public final DataframeClassificationSummary.Builder multiclassConfusionMatrix(@Nullable
 DataframeClassificationSummaryMulticlassConfusionMatrix value)

Multiclass confusion matrix.

API name: multiclass_confusion_matrix

multiclassConfusionMatrix

public final DataframeClassificationSummary.Builder multiclassConfusionMatrix(Function<DataframeClassificationSummaryMulticlassConfusionMatrix.Builder,ObjectBuilder<DataframeClassificationSummaryMulticlassConfusionMatrix>> fn)

Multiclass confusion matrix.

API name: multiclass_confusion_matrix

precision

public final DataframeClassificationSummary.Builder precision(@Nullable
 DataframeClassificationSummaryPrecision value)

Precision of predictions (per-class and average).

API name: precision

precision

public final DataframeClassificationSummary.Builder precision(Function<DataframeClassificationSummaryPrecision.Builder,ObjectBuilder<DataframeClassificationSummaryPrecision>> fn)

Precision of predictions (per-class and average).

API name: precision

recall

public final DataframeClassificationSummary.Builder recall(@Nullable
 DataframeClassificationSummaryRecall value)

Recall of predictions (per-class and average).

API name: recall

recall

public final DataframeClassificationSummary.Builder recall(Function<DataframeClassificationSummaryRecall.Builder,ObjectBuilder<DataframeClassificationSummaryRecall>> fn)

Recall of predictions (per-class and average).

API name: recall

self

protected DataframeClassificationSummary.Builder self()

Specified by:

self in class WithJsonObjectBuilderBase<DataframeClassificationSummary.Builder>

build

public DataframeClassificationSummary build()

Builds a DataframeClassificationSummary.

Specified by:

build in interface ObjectBuilder<DataframeClassificationSummary>

Throws:

NullPointerException - if some of the required fields are null.