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

Interface NodePropertyPredictionSplitConfig

All Superinterfaces:

org.neo4j.gds.config.ToMapConvertible

@Configuration
public interface NodePropertyPredictionSplitConfig
extends org.neo4j.gds.config.ToMapConvertible

Field Summary

Fields

Modifier and Type	Field	Description
static NodePropertyPredictionSplitConfig	DEFAULT_CONFIG

Method Summary

Modifier and Type	Method	Description
default java.util.Collection<java.lang.String>	configKeys()
default long	foldTestSetSize(long nodeCount)
default long	foldTrainSetSize(long nodeCount)
static NodePropertyPredictionSplitConfig	of(org.neo4j.gds.core.CypherMapWrapper config)
default double	testFraction()
default long	testSetSize(long nodeCount)
java.util.Map<java.lang.String,java.lang.Object>	toMap()
default long	trainSetSize(long nodeCount)
default void	validateMinNumNodesInSplitSets(org.neo4j.gds.api.Graph graph)
default int	validationFolds()

Field Detail

DEFAULT_CONFIG

static final NodePropertyPredictionSplitConfig DEFAULT_CONFIG

Method Detail

testFraction

@Default
@DoubleRange(min=0.0,
             max=1.0)
default double testFraction()

validationFolds

@Default
@IntegerRange(min=2)
default int validationFolds()

of

static NodePropertyPredictionSplitConfig of(org.neo4j.gds.core.CypherMapWrapper config)

toMap

@ToMap
java.util.Map<java.lang.String,java.lang.Object> toMap()

Specified by:

toMap in interface org.neo4j.gds.config.ToMapConvertible

configKeys

@CollectKeys
default java.util.Collection<java.lang.String> configKeys()

validateMinNumNodesInSplitSets

@Derived
@Ignore
default void validateMinNumNodesInSplitSets(org.neo4j.gds.api.Graph graph)

testSetSize

@Auxiliary
@Derived
@Ignore
default long testSetSize(long nodeCount)

trainSetSize

@Auxiliary
@Derived
@Ignore
default long trainSetSize(long nodeCount)

foldTrainSetSize

@Auxiliary
@Derived
@Ignore
default long foldTrainSetSize(long nodeCount)

foldTestSetSize

@Auxiliary
@Derived
@Ignore
default long foldTestSetSize(long nodeCount)