Package org.neo4j.gds.ml.linkmodels.pipeline

Interface LinkPredictionTrainConfig

  • All Superinterfaces:
    org.neo4j.gds.config.AlgoBaseConfig, org.neo4j.gds.config.BaseConfig, org.neo4j.gds.config.ConcurrencyConfig, org.neo4j.gds.config.ModelConfig, org.neo4j.gds.config.RandomSeedConfig, java.io.Serializable
    @Configuration
public interface LinkPredictionTrainConfig
extends org.neo4j.gds.config.AlgoBaseConfig, org.neo4j.gds.config.ModelConfig, org.neo4j.gds.config.RandomSeedConfig

    • 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

        SUDO_KEY

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

        CONCURRENCY_KEY, CONCURRENCY_LIMITATION, DEFAULT_CONCURRENCY

      • Fields inherited from interface org.neo4j.gds.config.ModelConfig

        MODEL_NAME_KEY, MODEL_TYPE_KEY, serialVersionUID

    • Method Summary

      All Methods Static Methods Instance Methods Abstract Methods Default Methods 
      Modifier and Type Method Description
      static org.neo4j.gds.ml.linkmodels.pipeline.ImmutableLinkPredictionTrainConfig.Builder builder()  
      default java.util.List<org.neo4j.gds.ml.linkmodels.metrics.LinkMetric> metrics()  
      default double negativeClassWeight()  
      static LinkPredictionTrainConfig of​(java.lang.String username, java.util.Optional<java.lang.String> graphName, java.util.Optional<org.neo4j.gds.config.GraphCreateConfig> maybeImplicitCreate, org.neo4j.gds.core.CypherMapWrapper config)  
      java.lang.String pipeline()  

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

        graphName, implicitCreateConfig, internalRelationshipTypes, nodeLabelIdentifiers, nodeLabels, relationshipTypes

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

        configKeys, sudo, toMap, username, usernameOverride

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

        concurrency, minBatchSize, validateConcurrency

      • Methods inherited from interface org.neo4j.gds.config.ModelConfig

        modelName

      • Methods inherited from interface org.neo4j.gds.config.RandomSeedConfig

        randomSeed

    • Method Detail

      • negativeClassWeight

        @Default
@DoubleRange(min=0.0,
             minInclusive=false)
default double negativeClassWeight()

      • pipeline

        java.lang.String pipeline()

      • metrics

        @Ignore
@Default
default java.util.List<org.neo4j.gds.ml.linkmodels.metrics.LinkMetric> metrics()

      • of

        static LinkPredictionTrainConfig of​(java.lang.String username,
                                    java.util.Optional<java.lang.String> graphName,
                                    java.util.Optional<org.neo4j.gds.config.GraphCreateConfig> maybeImplicitCreate,
                                    org.neo4j.gds.core.CypherMapWrapper config)

      • builder

        @TestOnly
static org.neo4j.gds.ml.linkmodels.pipeline.ImmutableLinkPredictionTrainConfig.Builder builder()