Package co.elastic.clients.elasticsearch.ml

Class DataframeEvaluationClassification

java.lang.Object

co.elastic.clients.elasticsearch.ml.DataframeEvaluationClassification

All Implemented Interfaces:

DataframeEvaluationVariant, JsonpSerializable, UnionVariant

@JsonpDeserializable
public final class DataframeEvaluationClassification
extends java.lang.Object
implements DataframeEvaluationVariant, JsonpSerializable

Nested Class Summary

Nested Classes

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

Field Summary

Fields

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

Constructor Summary

Constructors

Constructor	Description
DataframeEvaluationClassification(DataframeEvaluationClassification.Builder builder)
DataframeEvaluationClassification(java.util.function.Function<DataframeEvaluationClassification.Builder,DataframeEvaluationClassification.Builder> fn)

Method Summary

Modifier and Type	Method	Description
java.lang.String	_variantType()	DataframeEvaluation variant type
java.lang.String	actualField()	Required - The field of the index which contains the ground truth.
DataframeEvaluationClassificationMetrics	metrics()	Specifies the metrics that are used for the evaluation.
java.lang.String	predictedField()	The field in the index which contains the predicted value, in other words the results of the classification analysis.
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	setupDataframeEvaluationClassificationDeserializer(DelegatingDeserializer<DataframeEvaluationClassification.Builder> op)
java.lang.String	topClassesField()	The field of the index which is an array of documents of the form { "class_name": XXX, "class_probability": YYY }.

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.elasticsearch.ml.DataframeEvaluationVariant

_toDataframeEvaluation

Field Details

_DESERIALIZER

public static final JsonpDeserializer<DataframeEvaluationClassification> _DESERIALIZER

Json deserializer for DataframeEvaluationClassification

Constructor Details

DataframeEvaluationClassification

public DataframeEvaluationClassification(DataframeEvaluationClassification.Builder builder)

DataframeEvaluationClassification

public DataframeEvaluationClassification(java.util.function.Function<DataframeEvaluationClassification.Builder,DataframeEvaluationClassification.Builder> fn)

Method Details

_variantType

public java.lang.String _variantType()

DataframeEvaluation variant type

Specified by:

_variantType in interface UnionVariant

actualField

public java.lang.String actualField()

Required - The field of the index which contains the ground truth. The data type of this field can be boolean or integer. If the data type is integer, the value has to be either 0 (false) or 1 (true).

API name: actual_field

predictedField

@Nullable
public java.lang.String predictedField()

The field in the index which contains the predicted value, in other words the results of the classification analysis.

API name: predicted_field

topClassesField

@Nullable
public java.lang.String topClassesField()

The field of the index which is an array of documents of the form { "class_name": XXX, "class_probability": YYY }. This field must be defined as nested in the mappings.

API name: top_classes_field

metrics

@Nullable
public DataframeEvaluationClassificationMetrics metrics()

Specifies the metrics that are used for the evaluation.

API name: metrics

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)

setupDataframeEvaluationClassificationDeserializer

protected static void setupDataframeEvaluationClassificationDeserializer(DelegatingDeserializer<DataframeEvaluationClassification.Builder> op)