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

Class NodeClassificationPredictMutateProc

java.lang.Object

org.neo4j.graphalgo.BaseProc

org.neo4j.graphalgo.AlgoBaseProc<ALGO,ALGO_RESULT,CONFIG>

org.neo4j.graphalgo.MutateProc<ALGO,ALGO_RESULT,PROC_RESULT,CONFIG>

org.neo4j.graphalgo.MutatePropertyProc<org.neo4j.gds.ml.nodemodels.multiclasslogisticregression.NodeClassificationPredict,org.neo4j.gds.ml.nodemodels.multiclasslogisticregression.MultiClassNLRResult,NodeClassificationPredictMutateProc.MutateResult,org.neo4j.gds.ml.nodemodels.multiclasslogisticregression.NodeClassificationMutateConfig>

org.neo4j.gds.ml.nodemodels.logisticregression.NodeClassificationPredictMutateProc

public class NodeClassificationPredictMutateProc
extends org.neo4j.graphalgo.MutatePropertyProc<org.neo4j.gds.ml.nodemodels.multiclasslogisticregression.NodeClassificationPredict,org.neo4j.gds.ml.nodemodels.multiclasslogisticregression.MultiClassNLRResult,NodeClassificationPredictMutateProc.MutateResult,org.neo4j.gds.ml.nodemodels.multiclasslogisticregression.NodeClassificationMutateConfig>

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	NodeClassificationPredictMutateProc.MutateResult

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

Constructor Summary

Constructors

Constructor	Description
NodeClassificationPredictMutateProc()

Method Summary

Modifier and Type	Method	Description
protected org.neo4j.graphalgo.AlgorithmFactory<org.neo4j.gds.ml.nodemodels.multiclasslogisticregression.NodeClassificationPredict,org.neo4j.gds.ml.nodemodels.multiclasslogisticregression.NodeClassificationMutateConfig>	algorithmFactory()
java.util.stream.Stream<NodeClassificationPredictMutateProc.MutateResult>	mutate(java.lang.Object graphNameOrConfig, java.util.Map<java.lang.String,java.lang.Object> configuration)
protected org.neo4j.gds.ml.nodemodels.multiclasslogisticregression.NodeClassificationMutateConfig	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)
protected java.util.List<org.neo4j.graphalgo.core.write.NodePropertyExporter.NodeProperty>	nodePropertyList(org.neo4j.graphalgo.AlgoBaseProc.ComputationResult<org.neo4j.gds.ml.nodemodels.multiclasslogisticregression.NodeClassificationPredict,org.neo4j.gds.ml.nodemodels.multiclasslogisticregression.MultiClassNLRResult,org.neo4j.gds.ml.nodemodels.multiclasslogisticregression.NodeClassificationMutateConfig> computationResult)
protected org.neo4j.graphalgo.result.AbstractResultBuilder<NodeClassificationPredictMutateProc.MutateResult>	resultBuilder(org.neo4j.graphalgo.AlgoBaseProc.ComputationResult<org.neo4j.gds.ml.nodemodels.multiclasslogisticregression.NodeClassificationPredict,org.neo4j.gds.ml.nodemodels.multiclasslogisticregression.MultiClassNLRResult,org.neo4j.gds.ml.nodemodels.multiclasslogisticregression.NodeClassificationMutateConfig> computeResult)
protected void	validateConfigsAndGraphStore(org.neo4j.graphalgo.core.loading.GraphStoreWithConfig graphStoreWithConfig, org.neo4j.gds.ml.nodemodels.multiclasslogisticregression.NodeClassificationMutateConfig config)

Methods inherited from class org.neo4j.graphalgo.MutatePropertyProc

nodeProperties, updateGraphStore

Methods inherited from class org.neo4j.graphalgo.MutateProc

mutate, newConfig

Methods inherited from class org.neo4j.graphalgo.AlgoBaseProc

algoName, compute, compute, computeEstimate, createGraph, getOrCreateGraphStore, 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

NodeClassificationPredictMutateProc

public NodeClassificationPredictMutateProc()

Method Detail

mutate

public java.util.stream.Stream<NodeClassificationPredictMutateProc.MutateResult> mutate(java.lang.Object graphNameOrConfig,
                                                                                        java.util.Map<java.lang.String,java.lang.Object> configuration)

resultBuilder

protected org.neo4j.graphalgo.result.AbstractResultBuilder<NodeClassificationPredictMutateProc.MutateResult> resultBuilder(org.neo4j.graphalgo.AlgoBaseProc.ComputationResult<org.neo4j.gds.ml.nodemodels.multiclasslogisticregression.NodeClassificationPredict,org.neo4j.gds.ml.nodemodels.multiclasslogisticregression.MultiClassNLRResult,org.neo4j.gds.ml.nodemodels.multiclasslogisticregression.NodeClassificationMutateConfig> computeResult)

Specified by:

resultBuilder in class org.neo4j.graphalgo.MutateProc<org.neo4j.gds.ml.nodemodels.multiclasslogisticregression.NodeClassificationPredict,org.neo4j.gds.ml.nodemodels.multiclasslogisticregression.MultiClassNLRResult,NodeClassificationPredictMutateProc.MutateResult,org.neo4j.gds.ml.nodemodels.multiclasslogisticregression.NodeClassificationMutateConfig>

validateConfigsAndGraphStore

protected void validateConfigsAndGraphStore(org.neo4j.graphalgo.core.loading.GraphStoreWithConfig graphStoreWithConfig,
                                            org.neo4j.gds.ml.nodemodels.multiclasslogisticregression.NodeClassificationMutateConfig config)

Overrides:

validateConfigsAndGraphStore in class org.neo4j.graphalgo.AlgoBaseProc<org.neo4j.gds.ml.nodemodels.multiclasslogisticregression.NodeClassificationPredict,org.neo4j.gds.ml.nodemodels.multiclasslogisticregression.MultiClassNLRResult,org.neo4j.gds.ml.nodemodels.multiclasslogisticregression.NodeClassificationMutateConfig>

newConfig

protected org.neo4j.gds.ml.nodemodels.multiclasslogisticregression.NodeClassificationMutateConfig 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.multiclasslogisticregression.NodeClassificationPredict,org.neo4j.gds.ml.nodemodels.multiclasslogisticregression.MultiClassNLRResult,org.neo4j.gds.ml.nodemodels.multiclasslogisticregression.NodeClassificationMutateConfig>

algorithmFactory

protected org.neo4j.graphalgo.AlgorithmFactory<org.neo4j.gds.ml.nodemodels.multiclasslogisticregression.NodeClassificationPredict,org.neo4j.gds.ml.nodemodels.multiclasslogisticregression.NodeClassificationMutateConfig> algorithmFactory()

Specified by:

algorithmFactory in class org.neo4j.graphalgo.AlgoBaseProc<org.neo4j.gds.ml.nodemodels.multiclasslogisticregression.NodeClassificationPredict,org.neo4j.gds.ml.nodemodels.multiclasslogisticregression.MultiClassNLRResult,org.neo4j.gds.ml.nodemodels.multiclasslogisticregression.NodeClassificationMutateConfig>

nodePropertyList

protected java.util.List<org.neo4j.graphalgo.core.write.NodePropertyExporter.NodeProperty> nodePropertyList(org.neo4j.graphalgo.AlgoBaseProc.ComputationResult<org.neo4j.gds.ml.nodemodels.multiclasslogisticregression.NodeClassificationPredict,org.neo4j.gds.ml.nodemodels.multiclasslogisticregression.MultiClassNLRResult,org.neo4j.gds.ml.nodemodels.multiclasslogisticregression.NodeClassificationMutateConfig> computationResult)

Overrides:

nodePropertyList in class org.neo4j.graphalgo.MutatePropertyProc<org.neo4j.gds.ml.nodemodels.multiclasslogisticregression.NodeClassificationPredict,org.neo4j.gds.ml.nodemodels.multiclasslogisticregression.MultiClassNLRResult,NodeClassificationPredictMutateProc.MutateResult,org.neo4j.gds.ml.nodemodels.multiclasslogisticregression.NodeClassificationMutateConfig>