Package co.elastic.clients.elasticsearch.ml

Class DataframeEvaluationClassificationMetrics

java.lang.Object

co.elastic.clients.elasticsearch.ml.DataframeEvaluationMetrics

co.elastic.clients.elasticsearch.ml.DataframeEvaluationClassificationMetrics

All Implemented Interfaces:

JsonpSerializable

@JsonpDeserializable
public class DataframeEvaluationClassificationMetrics
extends DataframeEvaluationMetrics

See Also:

• API specification

Nested Class Summary

Nested Classes

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

Nested classes/interfaces inherited from class co.elastic.clients.elasticsearch.ml.DataframeEvaluationMetrics

DataframeEvaluationMetrics.AbstractBuilder<BuilderT extends DataframeEvaluationMetrics.AbstractBuilder<BuilderT>>

Field Summary

Fields

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

Method Summary

Modifier and Type	Method	Description
final Map<String,JsonData>	accuracy()	Accuracy of predictions (per-class and overall).
final Map<String,JsonData>	multiclassConfusionMatrix()	Multiclass confusion matrix.
static DataframeEvaluationClassificationMetrics	of(Function<DataframeEvaluationClassificationMetrics.Builder,ObjectBuilder<DataframeEvaluationClassificationMetrics>> fn)
protected void	serializeInternal(jakarta.json.stream.JsonGenerator generator, JsonpMapper mapper)
protected static void	setupDataframeEvaluationClassificationMetricsDeserializer(ObjectDeserializer<DataframeEvaluationClassificationMetrics.Builder> op)

Methods inherited from class co.elastic.clients.elasticsearch.ml.DataframeEvaluationMetrics

aucRoc, precision, recall, serialize, setupDataframeEvaluationMetricsDeserializer, 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<DataframeEvaluationClassificationMetrics> _DESERIALIZER

Json deserializer for DataframeEvaluationClassificationMetrics

Method Details

of

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

accuracy

public final Map<String,JsonData> accuracy()

Accuracy of predictions (per-class and overall).

API name: accuracy

multiclassConfusionMatrix

public final Map<String,JsonData> multiclassConfusionMatrix()

Multiclass confusion matrix.

API name: multiclass_confusion_matrix

serializeInternal

protected void serializeInternal(jakarta.json.stream.JsonGenerator generator,
 JsonpMapper mapper)

Overrides:

serializeInternal in class DataframeEvaluationMetrics

setupDataframeEvaluationClassificationMetricsDeserializer

protected static void setupDataframeEvaluationClassificationMetricsDeserializer(ObjectDeserializer<DataframeEvaluationClassificationMetrics.Builder> op)