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

Class NodeRegressionTrainingPipeline

java.lang.Object

org.neo4j.gds.ml.pipeline.TrainingPipeline<NodeFeatureStep>

org.neo4j.gds.ml.pipeline.nodePipeline.NodePropertyTrainingPipeline

org.neo4j.gds.ml.pipeline.nodePipeline.regression.NodeRegressionTrainingPipeline

All Implemented Interfaces:

org.neo4j.gds.config.ToMapConvertible, Pipeline<NodeFeatureStep>

public class NodeRegressionTrainingPipeline
extends NodePropertyTrainingPipeline

Nested Class Summary

Nested classes/interfaces inherited from class org.neo4j.gds.ml.pipeline.TrainingPipeline

TrainingPipeline.TrainingType

Field Summary

Fields

Modifier and Type	Field	Description
static java.lang.String	MODEL_TYPE
static java.lang.String	PIPELINE_TYPE

Fields inherited from class org.neo4j.gds.ml.pipeline.nodePipeline.NodePropertyTrainingPipeline

splitConfig

Fields inherited from class org.neo4j.gds.ml.pipeline.TrainingPipeline

autoTuningConfig, featureSteps, nodePropertySteps, trainingParameterSpace

Constructor Summary

Constructors

Constructor	Description
NodeRegressionTrainingPipeline()

Method Summary

Modifier and Type	Method	Description
boolean	requireEagerFeatures()
void	specificValidateBeforeExecution(org.neo4j.gds.api.GraphStore graphStore)
java.lang.String	type()

Methods inherited from class org.neo4j.gds.ml.pipeline.nodePipeline.NodePropertyTrainingPipeline

additionalEntries, featurePipelineDescription, setSplitConfig, splitConfig

Methods inherited from class org.neo4j.gds.ml.pipeline.TrainingPipeline

addFeatureStep, addNodePropertyStep, addTrainerConfig, addTrainerConfig, autoTuningConfig, creationTime, featureSteps, nodePropertySteps, numberOfModelSelectionTrials, setAutoTuningConfig, toMap, toMapParameterSpace, trainingParameterSpace, validateTrainingParameterSpace

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.ml.pipeline.Pipeline

featureProperties, featurePropertiesMissingFromGraph, validateBeforeExecution, validateFeatureProperties

Field Detail

PIPELINE_TYPE

public static final java.lang.String PIPELINE_TYPE

See Also:

Constant Field Values

MODEL_TYPE

public static final java.lang.String MODEL_TYPE

See Also:

Constant Field Values

Constructor Detail

NodeRegressionTrainingPipeline

public NodeRegressionTrainingPipeline()

Method Detail

type

public java.lang.String type()

Specified by:

type in class TrainingPipeline<NodeFeatureStep>

specificValidateBeforeExecution

public void specificValidateBeforeExecution(org.neo4j.gds.api.GraphStore graphStore)

requireEagerFeatures

public boolean requireEagerFeatures()

Specified by:

requireEagerFeatures in class NodePropertyTrainingPipeline