RandomForestClassifierData (ml-algo 2.7.0-alpha01 API)

All Superinterfaces:: BaseModelData, Classifier.ClassifierData, Serializable

public interface RandomForestClassifierData extends Classifier.ClassifierData, Serializable

Method Summary

Modifier and Type

Method

Description

static org.neo4j.gds.ml.models.randomforest.ImmutableRandomForestClassifierData.Builder

builder()

List<DecisionTreePredictor<Integer>>

decisionTrees()

static org.neo4j.gds.core.utils.mem.MemoryEstimation

memoryEstimation(LongUnaryOperator numberOfTrainingExamples, RandomForestTrainerConfig config)

default org.neo4j.gds.ml.api.TrainingMethod

trainerMethod()

Methods inherited from interface org.neo4j.gds.ml.models.BaseModelData
featureDimension

Methods inherited from interface org.neo4j.gds.ml.models.Classifier.ClassifierData
numberOfClasses

Method Details
- decisionTrees
  
  List<DecisionTreePredictor<Integer>> decisionTrees()
- trainerMethod
  
  @Derived default org.neo4j.gds.ml.api.TrainingMethod trainerMethod()
  
  Specified by:
  
  trainerMethod in interface BaseModelData
- memoryEstimation
  
  static org.neo4j.gds.core.utils.mem.MemoryEstimation memoryEstimation(LongUnaryOperator numberOfTrainingExamples, RandomForestTrainerConfig config)
- builder
  
  static org.neo4j.gds.ml.models.randomforest.ImmutableRandomForestClassifierData.Builder builder()