Hierarchy For All Packages

Package Hierarchies:

• org.neo4j.gds.ml.decisiontree,
• org.neo4j.gds.ml.gradientdescent,
• org.neo4j.gds.ml.linkmodels,
• org.neo4j.gds.ml.metrics,
• org.neo4j.gds.ml.metrics.classification,
• org.neo4j.gds.ml.metrics.regression,
• org.neo4j.gds.ml.models,
• org.neo4j.gds.ml.models.automl,
• org.neo4j.gds.ml.models.automl.hyperparameter,
• org.neo4j.gds.ml.models.linearregression,
• org.neo4j.gds.ml.models.logisticregression,
• org.neo4j.gds.ml.models.mlp,
• org.neo4j.gds.ml.models.randomforest,
• org.neo4j.gds.ml.negativeSampling,
• org.neo4j.gds.ml.nodeClassification,
• org.neo4j.gds.ml.nodePropertyPrediction,
• org.neo4j.gds.ml.nodePropertyPrediction.regression,
• org.neo4j.gds.ml.splitting,
• org.neo4j.gds.ml.training,
• org.neo4j.gds.ml.util

Class Hierarchy

• java.lang.Object
  • org.neo4j.gds.ml.metrics.classification.Accuracy (implements org.neo4j.gds.ml.metrics.classification.ClassificationMetric)
  • org.neo4j.gds.Algorithm<RESULT>
    • org.neo4j.gds.ml.splitting.SplitRelationships
  • org.neo4j.gds.ml.nodeClassification.ClassificationMetricComputer
  • org.neo4j.gds.ml.metrics.classification.ClassificationMetricSpecification
  • org.neo4j.gds.ml.metrics.classification.ClassificationMetricSpecification.Parser
  • org.neo4j.gds.ml.models.ClassifierFactory
  • org.neo4j.gds.ml.models.ClassifierTrainerFactory
  • org.neo4j.gds.ml.training.CrossValidation<MODEL_TYPE>
  • org.neo4j.gds.ml.decisiontree.DecisionTreePredictor<PREDICTION>
  • org.neo4j.gds.ml.decisiontree.DecisionTreeTrainer<PREDICTION>
    • org.neo4j.gds.ml.decisiontree.DecisionTreeClassifierTrainer
    • org.neo4j.gds.ml.decisiontree.DecisionTreeRegressorTrainer
  • org.neo4j.gds.ml.splitting.EdgeSplitter
    • org.neo4j.gds.ml.splitting.DirectedEdgeSplitter
    • org.neo4j.gds.ml.splitting.UndirectedEdgeSplitter
  • org.neo4j.gds.ml.decisiontree.Entropy (implements org.neo4j.gds.ml.decisiontree.ImpurityCriterion)
  • org.neo4j.gds.ml.linkmodels.ExhaustiveLinkPredictionResult (implements org.neo4j.gds.ml.linkmodels.LinkPredictionResult)
  • org.neo4j.gds.ml.metrics.classification.F1Macro (implements org.neo4j.gds.ml.metrics.classification.ClassificationMetric)
  • org.neo4j.gds.ml.metrics.classification.F1Score (implements org.neo4j.gds.ml.metrics.classification.ClassificationMetric)
  • org.neo4j.gds.ml.metrics.classification.F1Weighted (implements org.neo4j.gds.ml.metrics.classification.ClassificationMetric)
  • org.neo4j.gds.ml.decisiontree.FeatureBagger
  • org.neo4j.gds.ml.models.FeaturesFactory
  • org.neo4j.gds.ml.splitting.FractionSplitter
  • org.neo4j.gds.ml.decisiontree.GiniIndex (implements org.neo4j.gds.ml.decisiontree.ImpurityCriterion)
  • org.neo4j.gds.ml.metrics.classification.GlobalAccuracy (implements org.neo4j.gds.ml.metrics.classification.ClassificationMetric)
  • org.neo4j.gds.ml.models.linearregression.LinearRegressionObjective (implements org.neo4j.gds.ml.gradientdescent.Objective<DATA>)
  • org.neo4j.gds.ml.models.linearregression.LinearRegressionTrainer (implements org.neo4j.gds.ml.models.RegressorTrainer)
  • org.neo4j.gds.ml.models.linearregression.LinearRegressor (implements org.neo4j.gds.ml.models.Regressor)
  • org.neo4j.gds.ml.models.logisticregression.LogisticRegressionClassifier (implements org.neo4j.gds.ml.models.Classifier)
  • org.neo4j.gds.ml.models.logisticregression.LogisticRegressionObjective (implements org.neo4j.gds.ml.gradientdescent.Objective<DATA>)
  • org.neo4j.gds.ml.models.logisticregression.LogisticRegressionTrainer (implements org.neo4j.gds.ml.models.ClassifierTrainer)
  • org.neo4j.gds.ml.models.mlp.MLPClassifier (implements org.neo4j.gds.ml.models.Classifier)
  • org.neo4j.gds.ml.models.mlp.MLPClassifierObjective (implements org.neo4j.gds.ml.gradientdescent.Objective<DATA>)
  • org.neo4j.gds.ml.models.mlp.MLPClassifierTrainer (implements org.neo4j.gds.ml.models.ClassifierTrainer)
  • org.neo4j.gds.ml.metrics.ModelSpecificMetricsHandler
  • org.neo4j.gds.ml.metrics.ModelStatsBuilder
  • org.neo4j.gds.ml.nodeClassification.NodeClassificationPredict
  • org.neo4j.gds.ml.nodeClassification.NodeClassificationPredictConsumer (implements java.util.function.Consumer<T>)
  • org.neo4j.gds.ml.nodePropertyPrediction.regression.NodeRegressionPredict
  • org.neo4j.gds.ml.nodePropertyPrediction.NodeSplitter
  • org.neo4j.gds.ml.metrics.classification.OutOfBagError (implements org.neo4j.gds.ml.metrics.Metric)
  • org.neo4j.gds.ml.nodeClassification.ParallelNodeClassifier
  • org.neo4j.gds.ml.metrics.classification.Precision (implements org.neo4j.gds.ml.metrics.classification.ClassificationMetric)
  • org.neo4j.gds.ml.models.randomforest.RandomForestClassifier (implements org.neo4j.gds.ml.models.Classifier)
  • org.neo4j.gds.ml.models.randomforest.RandomForestClassifierTrainer (implements org.neo4j.gds.ml.models.ClassifierTrainer)
  • org.neo4j.gds.ml.models.randomforest.RandomForestRegressor (implements org.neo4j.gds.ml.models.Regressor)
  • org.neo4j.gds.ml.models.randomforest.RandomForestRegressorTrainer (implements org.neo4j.gds.ml.models.RegressorTrainer)
  • org.neo4j.gds.ml.negativeSampling.RandomNegativeSampler (implements org.neo4j.gds.ml.negativeSampling.NegativeSampler)
  • org.neo4j.gds.ml.models.automl.RandomSearch (implements org.neo4j.gds.ml.models.automl.HyperParameterOptimizer)
  • org.neo4j.gds.ml.metrics.classification.Recall (implements org.neo4j.gds.ml.metrics.classification.ClassificationMetric)
  • org.neo4j.gds.ml.models.RegressionTrainerFactory
  • org.neo4j.gds.ml.metrics.SignedProbabilities
  • org.neo4j.gds.ml.decisiontree.SplitMeanSquaredError (implements org.neo4j.gds.ml.decisiontree.ImpurityCriterion)
  • org.neo4j.gds.ml.decisiontree.Splitter
  • org.neo4j.gds.ml.splitting.StratifiedKFoldSplitter
  • org.neo4j.gds.ml.gradientdescent.Training
  • org.neo4j.gds.ml.util.TrainingSetWarnings
  • org.neo4j.gds.ml.training.TrainingStatistics
  • org.neo4j.gds.ml.decisiontree.TreeNode<PREDICTION>
  • org.neo4j.gds.ml.models.automl.TunableTrainerConfig
  • org.neo4j.gds.ml.negativeSampling.UserInputNegativeSampler (implements org.neo4j.gds.ml.negativeSampling.NegativeSampler)

Interface Hierarchy

• org.neo4j.gds.ml.models.BaseModelData
  • org.neo4j.gds.ml.models.Classifier.ClassifierData
    • org.neo4j.gds.ml.models.logisticregression.LogisticRegressionData (also extends java.io.Serializable)
    • org.neo4j.gds.ml.models.mlp.MLPClassifierData (also extends java.io.Serializable)
    • org.neo4j.gds.ml.models.randomforest.RandomForestClassifierData (also extends java.io.Serializable)
  • org.neo4j.gds.ml.models.Regressor.RegressorData
    • org.neo4j.gds.ml.models.linearregression.LinearRegressionData
    • org.neo4j.gds.ml.models.randomforest.RandomForestRegressorData
• org.neo4j.gds.ml.models.Classifier
• org.neo4j.gds.ml.models.ClassifierTrainer
• org.neo4j.gds.ml.models.automl.hyperparameter.ConcreteParameter<T>
  • org.neo4j.gds.ml.models.automl.hyperparameter.DoubleParameter
  • org.neo4j.gds.ml.models.automl.hyperparameter.IntegerParameter
  • org.neo4j.gds.ml.models.automl.hyperparameter.ListParameter
  • org.neo4j.gds.ml.models.automl.hyperparameter.StringParameter
• org.neo4j.gds.config.ConcurrencyConfig
  • org.neo4j.gds.config.AlgoBaseConfig (also extends org.neo4j.gds.config.BaseConfig, org.neo4j.gds.config.JobIdConfig)
    • org.neo4j.gds.config.MutateConfig
      • org.neo4j.gds.ml.splitting.SplitRelationshipsMutateConfig (also extends org.neo4j.gds.ml.splitting.SplitRelationshipsBaseConfig)
    • org.neo4j.gds.ml.splitting.SplitRelationshipsBaseConfig (also extends org.neo4j.gds.config.RandomSeedConfig, org.neo4j.gds.config.RelationshipWeightConfig)
      • org.neo4j.gds.ml.splitting.SplitRelationshipsMutateConfig (also extends org.neo4j.gds.config.MutateConfig)
    • org.neo4j.gds.ml.training.TrainBaseConfig (also extends org.neo4j.gds.model.ModelConfig)
• org.neo4j.gds.ml.training.CrossValidation.ModelEvaluator<MODEL_TYPE>
• org.neo4j.gds.ml.training.CrossValidation.ModelTrainer<MODEL_TYPE>
• org.neo4j.gds.ml.decisiontree.DecisionTreeTrainerConfig
  • org.neo4j.gds.ml.models.randomforest.RandomForestTrainerConfig
    • org.neo4j.gds.ml.models.randomforest.RandomForestClassifierTrainerConfig (also extends org.neo4j.gds.ml.models.TrainerConfig)
    • org.neo4j.gds.ml.models.randomforest.RandomForestRegressorTrainerConfig (also extends org.neo4j.gds.ml.models.TrainerConfig)
• org.neo4j.gds.ml.splitting.EdgeSplitter.SplitResult
• org.neo4j.gds.ml.metrics.EvaluationScores
• org.neo4j.gds.ml.models.Features
• org.neo4j.gds.ml.decisiontree.ImpurityCriterion
• org.neo4j.gds.ml.decisiontree.ImpurityCriterion.ImpurityData
• java.util.Iterator<E>
  • org.neo4j.gds.ml.models.automl.HyperParameterOptimizer
• org.neo4j.gds.config.JobIdConfig
  • org.neo4j.gds.config.AlgoBaseConfig (also extends org.neo4j.gds.config.BaseConfig, org.neo4j.gds.config.ConcurrencyConfig)
    • org.neo4j.gds.config.MutateConfig
      • org.neo4j.gds.ml.splitting.SplitRelationshipsMutateConfig (also extends org.neo4j.gds.ml.splitting.SplitRelationshipsBaseConfig)
    • org.neo4j.gds.ml.splitting.SplitRelationshipsBaseConfig (also extends org.neo4j.gds.config.RandomSeedConfig, org.neo4j.gds.config.RelationshipWeightConfig)
      • org.neo4j.gds.ml.splitting.SplitRelationshipsMutateConfig (also extends org.neo4j.gds.config.MutateConfig)
    • org.neo4j.gds.ml.training.TrainBaseConfig (also extends org.neo4j.gds.model.ModelConfig)
• org.neo4j.gds.ml.linkmodels.LinkPredictionResult
• org.neo4j.gds.ml.metrics.Metric
  • org.neo4j.gds.ml.metrics.classification.ClassificationMetric
• org.neo4j.gds.ml.metrics.MetricConsumer
• org.neo4j.gds.ml.negativeSampling.NegativeSampler
• org.neo4j.gds.ml.nodeClassification.NodeClassificationPredict.NodeClassificationResult
• org.neo4j.gds.ml.nodePropertyPrediction.NodeSplitter.NodeSplits
• org.neo4j.gds.ml.models.automl.hyperparameter.NumericalRangeParameter<T>
  • org.neo4j.gds.ml.models.automl.hyperparameter.DoubleRangeParameter
  • org.neo4j.gds.ml.models.automl.hyperparameter.IntegerRangeParameter
• org.neo4j.gds.ml.gradientdescent.Objective<DATA>
• org.neo4j.gds.ml.models.PenaltyConfig
  • org.neo4j.gds.ml.models.linearregression.LinearRegressionTrainConfig (also extends org.neo4j.gds.ml.gradientdescent.GradientDescentConfig, org.neo4j.gds.ml.models.TrainerConfig)
  • org.neo4j.gds.ml.models.logisticregression.LogisticRegressionTrainConfig (also extends org.neo4j.gds.ml.models.ClassAwareTrainerConfig, org.neo4j.gds.ml.gradientdescent.GradientDescentConfig)
  • org.neo4j.gds.ml.models.mlp.MLPClassifierTrainConfig (also extends org.neo4j.gds.ml.models.ClassAwareTrainerConfig, org.neo4j.gds.ml.gradientdescent.GradientDescentConfig)
• org.neo4j.gds.ml.linkmodels.PredictedLink
• org.neo4j.gds.config.RandomSeedConfig
  • org.neo4j.gds.ml.splitting.SplitRelationshipsBaseConfig (also extends org.neo4j.gds.config.AlgoBaseConfig, org.neo4j.gds.config.RelationshipWeightConfig)
    • org.neo4j.gds.ml.splitting.SplitRelationshipsMutateConfig (also extends org.neo4j.gds.config.MutateConfig)
• org.neo4j.gds.ml.models.Regressor
• org.neo4j.gds.ml.models.RegressorTrainer
• org.neo4j.gds.config.RelationshipWeightConfig
  • org.neo4j.gds.ml.splitting.SplitRelationshipsBaseConfig (also extends org.neo4j.gds.config.AlgoBaseConfig, org.neo4j.gds.config.RandomSeedConfig)
    • org.neo4j.gds.ml.splitting.SplitRelationshipsMutateConfig (also extends org.neo4j.gds.config.MutateConfig)
• java.io.Serializable
  • org.neo4j.gds.ml.models.logisticregression.LogisticRegressionData (also extends org.neo4j.gds.ml.models.Classifier.ClassifierData)
  • org.neo4j.gds.ml.models.mlp.MLPClassifierData (also extends org.neo4j.gds.ml.models.Classifier.ClassifierData)
  • org.neo4j.gds.model.ModelConfig (also extends org.neo4j.gds.config.BaseConfig)
    • org.neo4j.gds.ml.training.TrainBaseConfig (also extends org.neo4j.gds.config.AlgoBaseConfig)
  • org.neo4j.gds.ml.models.randomforest.RandomForestClassifierData (also extends org.neo4j.gds.ml.models.Classifier.ClassifierData)
• org.neo4j.gds.config.ToleranceConfig
  • org.neo4j.gds.ml.gradientdescent.GradientDescentConfig (also extends org.neo4j.gds.config.ToMapConvertible)
    • org.neo4j.gds.ml.models.linearregression.LinearRegressionTrainConfig (also extends org.neo4j.gds.ml.models.PenaltyConfig, org.neo4j.gds.ml.models.TrainerConfig)
    • org.neo4j.gds.ml.models.logisticregression.LogisticRegressionTrainConfig (also extends org.neo4j.gds.ml.models.ClassAwareTrainerConfig, org.neo4j.gds.ml.models.PenaltyConfig)
    • org.neo4j.gds.ml.models.mlp.MLPClassifierTrainConfig (also extends org.neo4j.gds.ml.models.ClassAwareTrainerConfig, org.neo4j.gds.ml.models.PenaltyConfig)
• org.neo4j.gds.config.ToMapConvertible
  • org.neo4j.gds.config.BaseConfig
    • org.neo4j.gds.config.AlgoBaseConfig (also extends org.neo4j.gds.config.ConcurrencyConfig, org.neo4j.gds.config.JobIdConfig)
      • org.neo4j.gds.config.MutateConfig
        • org.neo4j.gds.ml.splitting.SplitRelationshipsMutateConfig (also extends org.neo4j.gds.ml.splitting.SplitRelationshipsBaseConfig)
      • org.neo4j.gds.ml.splitting.SplitRelationshipsBaseConfig (also extends org.neo4j.gds.config.RandomSeedConfig, org.neo4j.gds.config.RelationshipWeightConfig)
        • org.neo4j.gds.ml.splitting.SplitRelationshipsMutateConfig (also extends org.neo4j.gds.config.MutateConfig)
      • org.neo4j.gds.ml.training.TrainBaseConfig (also extends org.neo4j.gds.model.ModelConfig)
    • org.neo4j.gds.model.ModelConfig (also extends java.io.Serializable)
      • org.neo4j.gds.ml.training.TrainBaseConfig (also extends org.neo4j.gds.config.AlgoBaseConfig)
  • org.neo4j.gds.ml.gradientdescent.GradientDescentConfig (also extends org.neo4j.gds.config.ToleranceConfig)
    • org.neo4j.gds.ml.models.linearregression.LinearRegressionTrainConfig (also extends org.neo4j.gds.ml.models.PenaltyConfig, org.neo4j.gds.ml.models.TrainerConfig)
    • org.neo4j.gds.ml.models.logisticregression.LogisticRegressionTrainConfig (also extends org.neo4j.gds.ml.models.ClassAwareTrainerConfig, org.neo4j.gds.ml.models.PenaltyConfig)
    • org.neo4j.gds.ml.models.mlp.MLPClassifierTrainConfig (also extends org.neo4j.gds.ml.models.ClassAwareTrainerConfig, org.neo4j.gds.ml.models.PenaltyConfig)
  • org.neo4j.gds.ml.metrics.ModelCandidateStats
  • org.neo4j.gds.ml.models.TrainerConfig
    • org.neo4j.gds.ml.models.ClassAwareTrainerConfig
      • org.neo4j.gds.ml.models.logisticregression.LogisticRegressionTrainConfig (also extends org.neo4j.gds.ml.gradientdescent.GradientDescentConfig, org.neo4j.gds.ml.models.PenaltyConfig)
      • org.neo4j.gds.ml.models.mlp.MLPClassifierTrainConfig (also extends org.neo4j.gds.ml.gradientdescent.GradientDescentConfig, org.neo4j.gds.ml.models.PenaltyConfig)
    • org.neo4j.gds.ml.models.linearregression.LinearRegressionTrainConfig (also extends org.neo4j.gds.ml.gradientdescent.GradientDescentConfig, org.neo4j.gds.ml.models.PenaltyConfig)
    • org.neo4j.gds.ml.models.randomforest.RandomForestClassifierTrainerConfig (also extends org.neo4j.gds.ml.models.randomforest.RandomForestTrainerConfig)
    • org.neo4j.gds.ml.models.randomforest.RandomForestRegressorTrainerConfig (also extends org.neo4j.gds.ml.models.randomforest.RandomForestTrainerConfig)
• org.neo4j.gds.ml.splitting.TrainingExamplesSplit
• org.neo4j.gds.ml.gradientdescent.TrainingStopper

Enum Class Hierarchy

• java.lang.Object
  • java.lang.Enum<E> (implements java.lang.Comparable<T>, java.lang.constant.Constable, java.io.Serializable)
    • org.neo4j.gds.ml.decisiontree.ClassifierImpurityCriterionType
    • org.neo4j.gds.ml.metrics.LinkMetric (implements org.neo4j.gds.ml.metrics.Metric)
    • org.neo4j.gds.ml.metrics.regression.RegressionMetrics (implements org.neo4j.gds.ml.metrics.Metric)