Package org.neo4j.gds.ml.pipeline.node.regression

Class NodeRegressionPipelineTrainProc

  • All Implemented Interfaces:
    org.neo4j.gds.executor.AlgorithmSpec<org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionTrainAlgorithm,​org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionTrainResult.NodeRegressionTrainPipelineResult,​org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionPipelineTrainConfig,​java.util.stream.Stream<NodeRegressionPipelineTrainProc.NRTrainResult>,​org.neo4j.gds.AlgorithmFactory<?,​org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionTrainAlgorithm,​org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionPipelineTrainConfig>>
    public class NodeRegressionPipelineTrainProc
extends org.neo4j.gds.TrainProc<org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionTrainAlgorithm,​org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionTrainResult.NodeRegressionTrainPipelineResult,​org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionPipelineTrainConfig,​NodeRegressionPipelineTrainProc.NRTrainResult>

    • Nested Class Summary

      Nested Classes 
      Modifier and Type Class Description
      static class  NodeRegressionPipelineTrainProc.NRTrainResult  

      • Nested classes/interfaces inherited from class org.neo4j.gds.TrainProc

        org.neo4j.gds.TrainProc.TrainingConfigValidation<TRAIN_CONFIG extends org.neo4j.gds.model.ModelConfig & org.neo4j.gds.config.AlgoBaseConfig>, org.neo4j.gds.TrainProc.TrainResult

    • Field Summary

      • Fields inherited from class org.neo4j.gds.AlgoBaseProc

        STATS_DESCRIPTION

      • Fields inherited from class org.neo4j.gds.BaseProc

        callContext, databaseService, ESTIMATE_DESCRIPTION, internalModelCatalog, log, procedureTransaction, taskRegistryFactory, transaction, userLogRegistryFactory, username

    • Method Summary

      All Methods Instance Methods Concrete Methods 
      Modifier and Type Method Description
      org.neo4j.gds.GraphStoreAlgorithmFactory<org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionTrainAlgorithm,​org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionPipelineTrainConfig> algorithmFactory()  
      protected NodeRegressionPipelineTrainProc.NRTrainResult constructProcResult​(org.neo4j.gds.executor.ComputationResult<org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionTrainAlgorithm,​org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionTrainResult.NodeRegressionTrainPipelineResult,​org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionPipelineTrainConfig> computationResult)  
      protected org.neo4j.gds.core.model.Model<?,​?,​?> extractModel​(org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionTrainResult.NodeRegressionTrainPipelineResult algoResult)  
      protected java.lang.String modelType()  
      protected org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionPipelineTrainConfig newConfig​(java.lang.String username, org.neo4j.gds.core.CypherMapWrapper config)  
      java.util.stream.Stream<NodeRegressionPipelineTrainProc.NRTrainResult> train​(java.lang.String graphName, java.util.Map<java.lang.String,​java.lang.Object> configuration)  

      • Methods inherited from class org.neo4j.gds.TrainProc

        computationResultConsumer, trainAndStoreModelWithResult, validationConfig, withModelCatalog

      • Methods inherited from class org.neo4j.gds.AlgoBaseProc

        compute, compute, computeEstimate, configParser, name, newConfigFunction, nodeProperties

      • Methods inherited from class org.neo4j.gds.BaseProc

        databaseId, executionContext, graphLoaderContext, graphStoreFromCatalog, isGdsAdmin, memoryUsageValidator, modelCatalog, runWithExceptionLogging, runWithExceptionLogging, setModelCatalog, username, validateConfig, validateConfig, validateGraphName

      • Methods inherited from class java.lang.Object

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

      • Methods inherited from interface org.neo4j.gds.executor.AlgorithmSpec

        createDefaultExecutorSpec

    • Constructor Detail

      • NodeRegressionPipelineTrainProc

        public NodeRegressionPipelineTrainProc()

    • Method Detail

      • newConfig

        protected org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionPipelineTrainConfig newConfig​(java.lang.String username,
                                                                                                        org.neo4j.gds.core.CypherMapWrapper config)
        Specified by:
        newConfig in class org.neo4j.gds.AlgoBaseProc<org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionTrainAlgorithm,​org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionTrainResult.NodeRegressionTrainPipelineResult,​org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionPipelineTrainConfig,​NodeRegressionPipelineTrainProc.NRTrainResult>

      • algorithmFactory

        public org.neo4j.gds.GraphStoreAlgorithmFactory<org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionTrainAlgorithm,​org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionPipelineTrainConfig> algorithmFactory()

      • modelType

        protected java.lang.String modelType()
        Specified by:
        modelType in class org.neo4j.gds.TrainProc<org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionTrainAlgorithm,​org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionTrainResult.NodeRegressionTrainPipelineResult,​org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionPipelineTrainConfig,​NodeRegressionPipelineTrainProc.NRTrainResult>

      • constructProcResult

        protected NodeRegressionPipelineTrainProc.NRTrainResult constructProcResult​(org.neo4j.gds.executor.ComputationResult<org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionTrainAlgorithm,​org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionTrainResult.NodeRegressionTrainPipelineResult,​org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionPipelineTrainConfig> computationResult)
        Specified by:
        constructProcResult in class org.neo4j.gds.TrainProc<org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionTrainAlgorithm,​org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionTrainResult.NodeRegressionTrainPipelineResult,​org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionPipelineTrainConfig,​NodeRegressionPipelineTrainProc.NRTrainResult>

      • extractModel

        protected org.neo4j.gds.core.model.Model<?,​?,​?> extractModel​(org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionTrainResult.NodeRegressionTrainPipelineResult algoResult)
        Specified by:
        extractModel in class org.neo4j.gds.TrainProc<org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionTrainAlgorithm,​org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionTrainResult.NodeRegressionTrainPipelineResult,​org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionPipelineTrainConfig,​NodeRegressionPipelineTrainProc.NRTrainResult>