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

Class DataframeClassificationSummary

java.lang.Object

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

All Implemented Interfaces:

JsonpSerializable

@JsonpDeserializable
public class DataframeClassificationSummary
extends Object
implements JsonpSerializable

See Also:

• API specification

Nested Class Summary

Nested Classes

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

Field Summary

Fields

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

Method Summary

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

Json deserializer for DataframeClassificationSummary

Method Details

of

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

aucRoc

@Nullable
public final DataframeEvaluationSummaryAucRoc 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

accuracy

@Nullable
public final DataframeClassificationSummaryAccuracy accuracy()

Accuracy of predictions (per-class and overall).

API name: accuracy

multiclassConfusionMatrix

@Nullable
public final DataframeClassificationSummaryMulticlassConfusionMatrix multiclassConfusionMatrix()

Multiclass confusion matrix.

API name: multiclass_confusion_matrix

precision

@Nullable
public final DataframeClassificationSummaryPrecision precision()

Precision of predictions (per-class and average).

API name: precision

recall

@Nullable
public final DataframeClassificationSummaryRecall 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)

toString

public String toString()

Overrides:

toString in class Object

setupDataframeClassificationSummaryDeserializer

protected static void setupDataframeClassificationSummaryDeserializer(ObjectDeserializer<DataframeClassificationSummary.Builder> op)