Package org.neo4j.gds.ml.models.randomforest

Interface RandomForestTrainerConfig

All Superinterfaces:

DecisionTreeTrainerConfig

All Known Subinterfaces:

RandomForestClassifierTrainerConfig, RandomForestRegressorTrainerConfig

@Configuration
public interface RandomForestTrainerConfig
extends DecisionTreeTrainerConfig

Method Summary

Modifier and Type	Method	Description
Optional<Double>	maxFeaturesRatio()
default double	maxFeaturesRatio(int featureDimension)
default int	numberOfDecisionTrees()
default double	numberOfSamplesRatio()

Methods inherited from interface org.neo4j.gds.ml.decisiontree.DecisionTreeTrainerConfig

maxDepth, minLeafSize, minSplitSize, validateMinSizes

Method Details

maxFeaturesRatio

@DoubleRange(min=0.0,
             max=1.0,
             minInclusive=false)
Optional<Double> maxFeaturesRatio()

maxFeaturesRatio

@Ignore
default double maxFeaturesRatio(int featureDimension)

numberOfSamplesRatio

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

numberOfDecisionTrees

@IntegerRange(min=1)
default int numberOfDecisionTrees()