Package org.neo4j.gds.ml.nodemodels.logisticregression

Class NodeClassificationTrainProc

  • public class NodeClassificationTrainProc
extends org.neo4j.graphalgo.TrainProc<org.neo4j.gds.ml.nodemodels.NodeClassificationTrain,​org.neo4j.gds.ml.nodemodels.multiclasslogisticregression.MultiClassNLRData,​org.neo4j.gds.ml.nodemodels.logisticregression.NodeClassificationTrainConfig>

    • Nested Class Summary

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

        org.neo4j.graphalgo.TrainProc.TrainResult

      • Nested classes/interfaces inherited from class org.neo4j.graphalgo.AlgoBaseProc

        org.neo4j.graphalgo.AlgoBaseProc.ComputationResult<A extends org.neo4j.graphalgo.Algorithm<A,​RESULT>,​RESULT extends java.lang.Object,​CONFIG extends org.neo4j.graphalgo.config.AlgoBaseConfig>

      • Nested classes/interfaces inherited from class org.neo4j.graphalgo.BaseProc

        org.neo4j.graphalgo.BaseProc.FreeMemoryInspector

    • Field Summary

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

        SIGNATURE_PROPERTY, STATS_DESCRIPTION

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

        api, callContext, ESTIMATE_DESCRIPTION, log, procedureTransaction, progressTracker, tracker, transaction

    • Method Summary

      All Methods Instance Methods Concrete Methods 
      Modifier and Type Method Description
      protected org.neo4j.graphalgo.AlgorithmFactory<org.neo4j.gds.ml.nodemodels.NodeClassificationTrain,​org.neo4j.gds.ml.nodemodels.logisticregression.NodeClassificationTrainConfig> algorithmFactory()  
      protected org.neo4j.gds.ml.nodemodels.logisticregression.NodeClassificationTrainConfig newConfig​(java.lang.String username, java.util.Optional<java.lang.String> graphName, java.util.Optional<org.neo4j.graphalgo.config.GraphCreateConfig> maybeImplicitCreate, org.neo4j.graphalgo.core.CypherMapWrapper config)  
      java.util.stream.Stream<MLTrainResult> train​(java.lang.Object graphNameOrConfig, java.util.Map<java.lang.String,​java.lang.Object> configuration)  
      protected void validateConfigsAndGraphStore​(org.neo4j.graphalgo.core.loading.GraphStoreWithConfig graphStoreWithConfig, org.neo4j.gds.ml.nodemodels.logisticregression.NodeClassificationTrainConfig config)  

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

        train, trainResult

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

        algoName, compute, compute, computeEstimate, createGraph, getOrCreateGraphStore, newConfig, nodeProperties, processInput, validateConfigs, validateGraphStore

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

        allocationTracker, databaseId, estimateGraphCreate, newLoader, runWithExceptionLogging, runWithExceptionLogging, tryValidateMemoryUsage, tryValidateMemoryUsage, username, validateConfig, validateConfig, validateGraphName

      • Methods inherited from class java.lang.Object

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

    • Constructor Detail

      • NodeClassificationTrainProc

        public NodeClassificationTrainProc()

    • Method Detail

      • train

        public java.util.stream.Stream<MLTrainResult> train​(java.lang.Object graphNameOrConfig,
                                                    java.util.Map<java.lang.String,​java.lang.Object> configuration)

      • validateConfigsAndGraphStore

        protected void validateConfigsAndGraphStore​(org.neo4j.graphalgo.core.loading.GraphStoreWithConfig graphStoreWithConfig,
                                            org.neo4j.gds.ml.nodemodels.logisticregression.NodeClassificationTrainConfig config)
        Overrides:
        validateConfigsAndGraphStore in class org.neo4j.graphalgo.AlgoBaseProc<org.neo4j.gds.ml.nodemodels.NodeClassificationTrain,​org.neo4j.graphalgo.core.model.Model<org.neo4j.gds.ml.nodemodels.multiclasslogisticregression.MultiClassNLRData,​org.neo4j.gds.ml.nodemodels.logisticregression.NodeClassificationTrainConfig>,​org.neo4j.gds.ml.nodemodels.logisticregression.NodeClassificationTrainConfig>

      • newConfig

        protected org.neo4j.gds.ml.nodemodels.logisticregression.NodeClassificationTrainConfig newConfig​(java.lang.String username,
                                                                                                 java.util.Optional<java.lang.String> graphName,
                                                                                                 java.util.Optional<org.neo4j.graphalgo.config.GraphCreateConfig> maybeImplicitCreate,
                                                                                                 org.neo4j.graphalgo.core.CypherMapWrapper config)
        Specified by:
        newConfig in class org.neo4j.graphalgo.AlgoBaseProc<org.neo4j.gds.ml.nodemodels.NodeClassificationTrain,​org.neo4j.graphalgo.core.model.Model<org.neo4j.gds.ml.nodemodels.multiclasslogisticregression.MultiClassNLRData,​org.neo4j.gds.ml.nodemodels.logisticregression.NodeClassificationTrainConfig>,​org.neo4j.gds.ml.nodemodels.logisticregression.NodeClassificationTrainConfig>

      • algorithmFactory

        protected org.neo4j.graphalgo.AlgorithmFactory<org.neo4j.gds.ml.nodemodels.NodeClassificationTrain,​org.neo4j.gds.ml.nodemodels.logisticregression.NodeClassificationTrainConfig> algorithmFactory()
        Specified by:
        algorithmFactory in class org.neo4j.graphalgo.AlgoBaseProc<org.neo4j.gds.ml.nodemodels.NodeClassificationTrain,​org.neo4j.graphalgo.core.model.Model<org.neo4j.gds.ml.nodemodels.multiclasslogisticregression.MultiClassNLRData,​org.neo4j.gds.ml.nodemodels.logisticregression.NodeClassificationTrainConfig>,​org.neo4j.gds.ml.nodemodels.logisticregression.NodeClassificationTrainConfig>