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

Class ExhaustiveLinkPrediction

java.lang.Object

org.neo4j.gds.Algorithm<org.neo4j.gds.ml.linkmodels.LinkPredictionResult>

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

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

All Implemented Interfaces:

org.neo4j.gds.core.utils.TerminationFlag

public class ExhaustiveLinkPrediction
extends LinkPrediction

Field Summary

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

concurrency

Fields inherited from class org.neo4j.gds.Algorithm

progressTracker, terminationFlag

Fields inherited from interface org.neo4j.gds.core.utils.TerminationFlag

RUN_CHECK_NODE_COUNT, RUNNING_TRUE

Constructor Summary

Constructors

Constructor	Description
ExhaustiveLinkPrediction(org.neo4j.gds.models.Classifier classifier, org.neo4j.gds.ml.pipeline.linkPipeline.LinkFeatureExtractor linkFeatureExtractor, org.neo4j.gds.api.Graph graph, int concurrency, int topN, double threshold, org.neo4j.gds.core.utils.progress.tasks.ProgressTracker progressTracker)

Method Summary

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

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

compute, release

Methods inherited from class org.neo4j.gds.Algorithm

getProgressTracker, getTerminationFlag, running, setTerminationFlag

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.core.utils.TerminationFlag

assertRunning

Constructor Detail

ExhaustiveLinkPrediction

public ExhaustiveLinkPrediction(org.neo4j.gds.models.Classifier classifier,
                                org.neo4j.gds.ml.pipeline.linkPipeline.LinkFeatureExtractor linkFeatureExtractor,
                                org.neo4j.gds.api.Graph graph,
                                int concurrency,
                                int topN,
                                double threshold,
                                org.neo4j.gds.core.utils.progress.tasks.ProgressTracker progressTracker)

Method Detail

estimate

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