Class DataframeEvaluationClassification
java.lang.Object
co.elastic.clients.elasticsearch.ml.DataframeEvaluationClassification
- All Implemented Interfaces:
DataframeEvaluationVariant
,JsonpSerializable
@JsonpDeserializable public class DataframeEvaluationClassification extends java.lang.Object implements DataframeEvaluationVariant, JsonpSerializable
- See Also:
- API specification
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Nested Class Summary
Nested Classes Modifier and Type Class Description static class
DataframeEvaluationClassification.Builder
Builder forDataframeEvaluationClassification
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Field Summary
Fields Modifier and Type Field Description static JsonpDeserializer<DataframeEvaluationClassification>
_DESERIALIZER
Json deserializer forDataframeEvaluationClassification
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Method Summary
Modifier and Type Method Description DataframeEvaluation.Kind
_dataframeEvaluationKind()
DataframeEvaluation variant kind.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.static DataframeEvaluationClassification
of(java.util.function.Function<DataframeEvaluationClassification.Builder,ObjectBuilder<DataframeEvaluationClassification>> fn)
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(ObjectDeserializer<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 }.java.lang.String
toString()
Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait
Methods inherited from interface co.elastic.clients.elasticsearch.ml.DataframeEvaluationVariant
_toDataframeEvaluation
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Field Details
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_DESERIALIZER
Json deserializer forDataframeEvaluationClassification
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Method Details
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of
public static DataframeEvaluationClassification of(java.util.function.Function<DataframeEvaluationClassification.Builder,ObjectBuilder<DataframeEvaluationClassification>> fn) -
_dataframeEvaluationKind
DataframeEvaluation variant kind.- Specified by:
_dataframeEvaluationKind
in interfaceDataframeEvaluationVariant
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actualField
public final 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
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predictedField
@Nullable public final 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
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topClassesField
@Nullable public final 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
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metrics
Specifies the metrics that are used for the evaluation.API name:
metrics
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serialize
Serialize this object to JSON.- Specified by:
serialize
in interfaceJsonpSerializable
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serializeInternal
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toString
public java.lang.String toString()- Overrides:
toString
in classjava.lang.Object
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setupDataframeEvaluationClassificationDeserializer
protected static void setupDataframeEvaluationClassificationDeserializer(ObjectDeserializer<DataframeEvaluationClassification.Builder> op)
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