Package org.neo4j.gds.ml.pipeline.node.classification.predict

Interface NodeClassificationPredictPipelineMutateConfig

All Superinterfaces:

org.neo4j.gds.config.AlgoBaseConfig, org.neo4j.gds.config.BaseConfig, org.neo4j.gds.config.ConcurrencyConfig, org.neo4j.gds.config.GraphNameConfig, org.neo4j.gds.config.JobIdConfig, org.neo4j.gds.model.ModelConfig, org.neo4j.gds.config.MutateConfig, org.neo4j.gds.config.MutatePropertyConfig, NodeClassificationPredictPipelineBaseConfig, NodePropertyPredictPipelineBaseConfig, java.io.Serializable, org.neo4j.gds.config.ToMapConvertible

@Configuration
public interface NodeClassificationPredictPipelineMutateConfig
extends NodeClassificationPredictPipelineBaseConfig, org.neo4j.gds.config.MutatePropertyConfig

Field Summary

Fields inherited from interface org.neo4j.gds.config.AlgoBaseConfig

NODE_LABELS_KEY, RELATIONSHIP_TYPES_KEY

Fields inherited from interface org.neo4j.gds.config.BaseConfig

LOG_PROGRESS_KEY, SUDO_KEY

Fields inherited from interface org.neo4j.gds.config.ConcurrencyConfig

CONCURRENCY_KEY, CONCURRENCY_LIMITATION, DEFAULT_CONCURRENCY

Fields inherited from interface org.neo4j.gds.model.ModelConfig

MODEL_NAME_KEY, MODEL_TYPE_KEY, serialVersionUID

Fields inherited from interface org.neo4j.gds.config.MutatePropertyConfig

MUTATE_PROPERTY_KEY

Method Summary

Modifier and Type	Method	Description
default boolean	includePredictedProbabilities()
static NodeClassificationPredictPipelineMutateConfig	of(java.lang.String username, org.neo4j.gds.core.CypherMapWrapper config)
java.util.Optional<java.lang.String>	predictedProbabilityProperty()
default void	validateMutatePropertiesDiffer()
default void	validatePredictedProbabilityPropertyDoesNotExist(org.neo4j.gds.api.GraphStore graphStore, java.util.Collection<org.neo4j.gds.NodeLabel> selectedLabels, java.util.Collection<org.neo4j.gds.RelationshipType> selectedRelationshipTypes)

Methods inherited from interface org.neo4j.gds.config.AlgoBaseConfig

graphStoreValidation, internalRelationshipTypes, nodeLabelIdentifiers, validateNodeLabels, validateRelationshipTypes

Methods inherited from interface org.neo4j.gds.config.BaseConfig

configKeys, logProgress, sudo, toMap, usernameOverride

Methods inherited from interface org.neo4j.gds.config.ConcurrencyConfig

concurrency, minBatchSize, validateConcurrency

Methods inherited from interface org.neo4j.gds.config.GraphNameConfig

graphName

Methods inherited from interface org.neo4j.gds.config.JobIdConfig

jobId

Methods inherited from interface org.neo4j.gds.model.ModelConfig

modelName, modelUser, username

Methods inherited from interface org.neo4j.gds.config.MutatePropertyConfig

mutateProperty, validateMutateProperty

Methods inherited from interface org.neo4j.gds.ml.pipeline.node.NodePropertyPredictPipelineBaseConfig

nodeLabels, relationshipTypes, targetNodeLabels

Method Detail

includePredictedProbabilities

@Derived
@Ignore
default boolean includePredictedProbabilities()

Specified by:

includePredictedProbabilities in interface NodeClassificationPredictPipelineBaseConfig

predictedProbabilityProperty

java.util.Optional<java.lang.String> predictedProbabilityProperty()

of

static NodeClassificationPredictPipelineMutateConfig of(java.lang.String username,
                                                        org.neo4j.gds.core.CypherMapWrapper config)

validateMutatePropertiesDiffer

@Check
default void validateMutatePropertiesDiffer()

validatePredictedProbabilityPropertyDoesNotExist

@GraphStoreValidationCheck
@Default
default void validatePredictedProbabilityPropertyDoesNotExist(org.neo4j.gds.api.GraphStore graphStore,
                                                              java.util.Collection<org.neo4j.gds.NodeLabel> selectedLabels,
                                                              java.util.Collection<org.neo4j.gds.RelationshipType> selectedRelationshipTypes)