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

Class ApproximateLinkPrediction

java.lang.Object

org.neo4j.gds.ml.linkmodels.pipeline.predict.LinkPrediction

org.neo4j.gds.ml.linkmodels.pipeline.predict.ApproximateLinkPrediction

public class ApproximateLinkPrediction
extends LinkPrediction

Field Summary

Fields inherited from class org.neo4j.gds.ml.linkmodels.pipeline.predict.LinkPrediction

concurrency, graph, sourceNodeFilter, targetNodeFilter

Constructor Summary

Constructors

Constructor

Description

ApproximateLinkPrediction(org.neo4j.gds.ml.models.Classifier classifier, org.neo4j.gds.ml.pipeline.linkPipeline.LinkFeatureExtractor linkFeatureExtractor, org.neo4j.gds.api.Graph graph, LPNodeFilter sourceNodeFilter, LPNodeFilter targetNodeFilter, org.neo4j.gds.similarity.knn.KnnBaseConfig knnConfig, org.neo4j.gds.core.utils.progress.tasks.ProgressTracker progressTracker, org.neo4j.gds.core.utils.TerminationFlag terminationFlag)

Method Summary

Modifier and Type	Method	Description
static org.neo4j.gds.core.utils.mem.MemoryEstimation	estimate(LinkPredictionPredictPipelineBaseConfig config)

Methods inherited from class org.neo4j.gds.ml.linkmodels.pipeline.predict.LinkPrediction

compute

Methods inherited from class java.lang.Object

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

Constructor Detail

ApproximateLinkPrediction

public ApproximateLinkPrediction(org.neo4j.gds.ml.models.Classifier classifier,
                                 org.neo4j.gds.ml.pipeline.linkPipeline.LinkFeatureExtractor linkFeatureExtractor,
                                 org.neo4j.gds.api.Graph graph,
                                 LPNodeFilter sourceNodeFilter,
                                 LPNodeFilter targetNodeFilter,
                                 org.neo4j.gds.similarity.knn.KnnBaseConfig knnConfig,
                                 org.neo4j.gds.core.utils.progress.tasks.ProgressTracker progressTracker,
                                 org.neo4j.gds.core.utils.TerminationFlag terminationFlag)

Method Detail

estimate

public static org.neo4j.gds.core.utils.mem.MemoryEstimation estimate(LinkPredictionPredictPipelineBaseConfig config)