org.deeplearning4j.eval.serde

Class ROCSerializer

java.lang.Object

org.nd4j.shade.jackson.databind.JsonSerializer<ROC>

org.deeplearning4j.eval.serde.ROCSerializer

All Implemented Interfaces:

org.nd4j.shade.jackson.databind.jsonFormatVisitors.JsonFormatVisitable

public class ROCSerializer
extends org.nd4j.shade.jackson.databind.JsonSerializer<ROC>

Custom Jackson serializer for ROC. This is necessary to force calculation of the AUC and AUPRC metrics, so said metrics can be stored in the JSON; this is important for exact ROC, as if it's not present at the time of serialization, it cannot be calculated later, due to the underlying (very large) predictions no longer being present.

Author:

Alex Black

Nested Class Summary

Nested classes/interfaces inherited from class org.nd4j.shade.jackson.databind.JsonSerializer

org.nd4j.shade.jackson.databind.JsonSerializer.None

Constructor Summary

Constructors

Constructor and Description
ROCSerializer()

Method Summary

Modifier and Type	Method and Description
void	serialize(ROC roc, org.nd4j.shade.jackson.core.JsonGenerator jsonGenerator, org.nd4j.shade.jackson.databind.SerializerProvider serializerProvider)
void	serializeWithType(ROC value, org.nd4j.shade.jackson.core.JsonGenerator gen, org.nd4j.shade.jackson.databind.SerializerProvider serializers, org.nd4j.shade.jackson.databind.jsontype.TypeSerializer typeSer)

Methods inherited from class org.nd4j.shade.jackson.databind.JsonSerializer

acceptJsonFormatVisitor, getDelegatee, handledType, isEmpty, isEmpty, isUnwrappingSerializer, replaceDelegatee, unwrappingSerializer, usesObjectId

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

ROCSerializer

public ROCSerializer()

Method Detail

serialize

public void serialize(ROC roc,
                      org.nd4j.shade.jackson.core.JsonGenerator jsonGenerator,
                      org.nd4j.shade.jackson.databind.SerializerProvider serializerProvider)
               throws IOException

Specified by:

serialize in class org.nd4j.shade.jackson.databind.JsonSerializer<ROC>

Throws:

IOException

serializeWithType

public void serializeWithType(ROC value,
                              org.nd4j.shade.jackson.core.JsonGenerator gen,
                              org.nd4j.shade.jackson.databind.SerializerProvider serializers,
                              org.nd4j.shade.jackson.databind.jsontype.TypeSerializer typeSer)
                       throws IOException

Overrides:

serializeWithType in class org.nd4j.shade.jackson.databind.JsonSerializer<ROC>

Throws:

IOException