Package org.neo4j.gds.ml.pipeline.nodePipeline.classification.train

Interface NodeClassificationPipelineTrainConfig

  • 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, NodePropertyPipelineBaseTrainConfig, org.neo4j.gds.config.RandomSeedConfig, java.io.Serializable, org.neo4j.gds.config.TargetNodePropertyConfig, org.neo4j.gds.config.ToMapConvertible
    @Configuration
public interface NodeClassificationPipelineTrainConfig
extends NodePropertyPipelineBaseTrainConfig

    • Field Summary

      Fields 
      Modifier and Type Field Description
      static long serialVersionUID  

      • 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

    • Method Summary

      All Methods Static Methods Instance Methods Abstract Methods Default Methods 
      Modifier and Type Method Description
      static java.util.List<org.neo4j.gds.ml.metrics.classification.ClassificationMetric> classificationMetrics​(java.util.List<org.neo4j.gds.ml.metrics.Metric> metrics)  
      java.util.List<org.neo4j.gds.ml.metrics.classification.ClassificationMetricSpecification> metrics()  
      default java.util.List<org.neo4j.gds.ml.metrics.Metric> metrics​(org.neo4j.gds.ml.core.subgraph.LocalIdMap classIdMap, org.neo4j.gds.collections.LongMultiSet classCounts)  
      static NodeClassificationPipelineTrainConfig of​(java.lang.String username, org.neo4j.gds.core.CypherMapWrapper config)  

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

        graphStoreValidation, internalRelationshipTypes, nodeLabelIdentifiers, relationshipTypes, 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.RandomSeedConfig

        randomSeed

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

        targetProperty, validateTargetProperty

    • Method Detail

      • metrics

        @ConvertWith(method="org.neo4j.gds.ml.metrics.classification.ClassificationMetricSpecification.Parser#parse")
@ToMapValue("org.neo4j.gds.ml.metrics.classification.ClassificationMetricSpecification#specificationsToString")
java.util.List<org.neo4j.gds.ml.metrics.classification.ClassificationMetricSpecification> metrics()

      • metrics

        @Ignore
default java.util.List<org.neo4j.gds.ml.metrics.Metric> metrics​(org.neo4j.gds.ml.core.subgraph.LocalIdMap classIdMap,
                                                                org.neo4j.gds.collections.LongMultiSet classCounts)

      • classificationMetrics

        static java.util.List<org.neo4j.gds.ml.metrics.classification.ClassificationMetric> classificationMetrics​(java.util.List<org.neo4j.gds.ml.metrics.Metric> metrics)