Hierarchy For All Packages

Package Hierarchies:

• elki.evaluation.outlier,
• elki.evaluation.scores.adapter,
• elki.outlier,
• elki.outlier.anglebased,
• elki.outlier.density,
• elki.outlier.distance,
• elki.outlier.distance.parallel,
• elki.outlier.intrinsic,
• elki.outlier.lof,
• elki.outlier.lof.parallel,
• elki.outlier.meta,
• elki.outlier.spatial,
• elki.outlier.spatial.neighborhood,
• elki.outlier.spatial.neighborhood.weighted,
• elki.outlier.subspace,
• elki.outlier.trivial,
• elki.result.outlier,
• elki.utilities.scaling.outlier

Class Hierarchy

• java.lang.Object
  • elki.outlier.anglebased.ABOD<V> (implements elki.outlier.OutlierAlgorithm)
    • elki.outlier.anglebased.FastABOD<V>
      • elki.outlier.anglebased.LBABOD<V>
  • elki.outlier.anglebased.ABOD.Par<V> (implements elki.utilities.optionhandling.Parameterizer)
    • elki.outlier.anglebased.FastABOD.Par<V>
      • elki.outlier.anglebased.LBABOD.Par<V>
  • elki.outlier.subspace.AbstractAggarwalYuOutlier (implements elki.outlier.OutlierAlgorithm)
    • elki.outlier.subspace.AggarwalYuEvolutionary
    • elki.outlier.subspace.AggarwalYuNaive
  • elki.outlier.subspace.AbstractAggarwalYuOutlier.Par (implements elki.utilities.optionhandling.Parameterizer)
    • elki.outlier.subspace.AggarwalYuEvolutionary.Par
    • elki.outlier.subspace.AggarwalYuNaive.Par
  • elki.outlier.distance.AbstractDBOutlier<O> (implements elki.outlier.OutlierAlgorithm)
    • elki.outlier.distance.DBOutlierDetection<O>
    • elki.outlier.distance.DBOutlierScore<O>
  • elki.outlier.distance.AbstractDBOutlier.Par<O> (implements elki.utilities.optionhandling.Parameterizer)
    • elki.outlier.distance.DBOutlierDetection.Par<O>
    • elki.outlier.distance.DBOutlierScore.Par<O>
  • elki.parallel.processor.AbstractDoubleProcessor (implements elki.parallel.processor.Processor)
    • elki.outlier.distance.parallel.KNNWeightProcessor
    • elki.outlier.lof.parallel.LOFProcessor
    • elki.outlier.lof.parallel.LRDProcessor
    • elki.outlier.lof.parallel.SimplifiedLRDProcessor
  • elki.parallel.processor.AbstractDoubleProcessor.Instance (implements elki.parallel.processor.Processor.Instance)
    • elki.outlier.distance.parallel.KNNWeightProcessor.Instance
    • elki.outlier.lof.parallel.LOFProcessor.Instance
    • elki.outlier.lof.parallel.LRDProcessor.Instance
    • elki.outlier.lof.parallel.SimplifiedLRDProcessor.Instance
  • elki.outlier.spatial.AbstractNeighborhoodOutlier<O> (implements elki.outlier.OutlierAlgorithm)
    • elki.outlier.spatial.AbstractDistanceBasedSpatialOutlier<N,O>
      • elki.outlier.spatial.SLOM<N,O>
      • elki.outlier.spatial.SOF<N,O>
    • elki.outlier.spatial.CTLuMeanMultipleAttributes<N,O>
    • elki.outlier.spatial.CTLuMedianAlgorithm<N>
    • elki.outlier.spatial.CTLuMedianMultipleAttributes<N,O>
    • elki.outlier.spatial.CTLuMoranScatterplotOutlier<N>
    • elki.outlier.spatial.CTLuScatterplotOutlier<N>
    • elki.outlier.spatial.CTLuZTestOutlier<N>
    • elki.outlier.spatial.TrimmedMeanApproach<N>
  • elki.outlier.spatial.neighborhood.AbstractPrecomputedNeighborhood (implements elki.outlier.spatial.neighborhood.NeighborSetPredicate)
    • elki.outlier.spatial.neighborhood.ExtendedNeighborhood
    • elki.outlier.spatial.neighborhood.ExternalNeighborhood
    • elki.outlier.spatial.neighborhood.PrecomputedKNearestNeighborNeighborhood
  • elki.outlier.spatial.neighborhood.AbstractPrecomputedNeighborhood.Factory<O> (implements elki.outlier.spatial.neighborhood.NeighborSetPredicate.Factory<O>)
    • elki.outlier.spatial.neighborhood.ExtendedNeighborhood.Factory<O>
    • elki.outlier.spatial.neighborhood.ExternalNeighborhood.Factory
  • elki.outlier.subspace.AggarwalYuEvolutionary.EvolutionarySearch
  • elki.outlier.subspace.AggarwalYuEvolutionary.Individuum (implements java.lang.Comparable<T>)
  • elki.outlier.lof.ALOCI<V> (implements elki.outlier.OutlierAlgorithm)
  • elki.outlier.lof.ALOCI.ALOCIQuadTree
  • elki.outlier.lof.ALOCI.Node (implements elki.data.NumberVector)
  • elki.outlier.lof.ALOCI.Par<O> (implements elki.utilities.optionhandling.Parameterizer)
  • elki.result.outlier.BasicOutlierScoreMeta (implements elki.result.outlier.OutlierScoreMeta)
    • elki.result.outlier.InvertedOutlierScoreMeta
    • elki.result.outlier.QuotientOutlierScoreMeta
  • elki.outlier.trivial.ByLabelOutlier (implements elki.outlier.OutlierAlgorithm)
  • elki.outlier.trivial.ByLabelOutlier.Par (implements elki.utilities.optionhandling.Parameterizer)
  • elki.outlier.lof.COF<O> (implements elki.outlier.OutlierAlgorithm)
  • elki.result.CollectionResult<O> (implements elki.result.IterableResult<O>)
    • elki.evaluation.outlier.JudgeOutlierScores.ScoreResult
  • elki.evaluation.outlier.ComputeOutlierHistogram (implements elki.evaluation.Evaluator)
  • elki.evaluation.outlier.ComputeOutlierHistogram.Par (implements elki.utilities.optionhandling.Parameterizer)
  • elki.outlier.COP<V> (implements elki.outlier.OutlierAlgorithm)
  • elki.outlier.COP.Par<V> (implements elki.utilities.optionhandling.Parameterizer)
  • elki.utilities.scaling.outlier.COPOutlierScaling (implements elki.utilities.scaling.outlier.OutlierScaling)
  • elki.utilities.scaling.outlier.COPOutlierScaling.Par (implements elki.utilities.optionhandling.Parameterizer)
  • elki.outlier.spatial.CTLuGLSBackwardSearchAlgorithm<V> (implements elki.outlier.OutlierAlgorithm)
  • elki.outlier.spatial.CTLuRandomWalkEC<O> (implements elki.outlier.OutlierAlgorithm)
  • elki.outlier.DWOF<O> (implements elki.outlier.OutlierAlgorithm)
  • elki.outlier.spatial.neighborhood.ExtendedNeighborhood.Factory.Par<O> (implements elki.utilities.optionhandling.Parameterizer)
  • elki.outlier.meta.ExternalDoubleOutlierScore (implements elki.outlier.OutlierAlgorithm)
  • elki.outlier.meta.ExternalDoubleOutlierScore.Par (implements elki.utilities.optionhandling.Parameterizer)
  • elki.outlier.spatial.neighborhood.ExternalNeighborhood.Factory.Par (implements elki.utilities.optionhandling.Parameterizer)
  • elki.outlier.meta.FeatureBagging (implements elki.outlier.OutlierAlgorithm)
  • elki.outlier.meta.FeatureBagging.Par (implements elki.utilities.optionhandling.Parameterizer)
  • elki.outlier.lof.FlexibleLOF<O> (implements elki.outlier.OutlierAlgorithm)
    • elki.outlier.lof.OnlineLOF<O>
  • elki.outlier.lof.FlexibleLOF.LOFResult<O>
  • elki.outlier.lof.FlexibleLOF.Par<O> (implements elki.utilities.optionhandling.Parameterizer)
    • elki.outlier.lof.OnlineLOF.Par<O>
  • elki.outlier.GaussianModel (implements elki.outlier.OutlierAlgorithm)
  • elki.outlier.GaussianModel.Par (implements elki.utilities.optionhandling.Parameterizer)
  • elki.outlier.GaussianUniformMixture (implements elki.outlier.OutlierAlgorithm)
  • elki.outlier.GaussianUniformMixture.Par (implements elki.utilities.optionhandling.Parameterizer)
  • elki.utilities.scaling.outlier.HeDESNormalizationOutlierScaling (implements elki.utilities.scaling.outlier.OutlierScaling)
  • elki.outlier.meta.HiCS (implements elki.outlier.OutlierAlgorithm)
  • elki.outlier.meta.HiCS.HiCSSubspace
  • elki.outlier.distance.HilOut<O> (implements elki.outlier.OutlierAlgorithm)
  • elki.outlier.distance.HilOut.HilbertFeatures
  • elki.outlier.distance.HilOut.HilFeature (implements java.lang.Comparable<T>)
  • elki.outlier.density.HySortOD (implements elki.outlier.OutlierAlgorithm)
  • elki.outlier.density.HySortOD.DensityStrategy
    • elki.outlier.density.HySortOD.NaiveStrategy
    • elki.outlier.density.HySortOD.TreeStrategy
  • elki.outlier.density.HySortOD.Hypercube (implements java.lang.Comparable<T>)
  • elki.outlier.density.HySortOD.TreeStrategy.Node
  • elki.outlier.intrinsic.IDOS<O> (implements elki.outlier.OutlierAlgorithm)
  • elki.outlier.intrinsic.IDOS.Par<O> (implements elki.utilities.optionhandling.Parameterizer)
  • elki.outlier.lof.INFLO<O> (implements elki.outlier.OutlierAlgorithm)
  • elki.outlier.lof.INFLO.Par<O> (implements elki.utilities.optionhandling.Parameterizer)
  • elki.outlier.density.IsolationForest (implements elki.outlier.OutlierAlgorithm)
  • elki.outlier.density.IsolationForest.ForestBuilder
  • elki.outlier.density.IsolationForest.Node
  • elki.outlier.density.IsolationForest.Par (implements elki.utilities.optionhandling.Parameterizer)
  • elki.outlier.intrinsic.ISOS<O> (implements elki.outlier.OutlierAlgorithm)
  • elki.evaluation.outlier.JudgeOutlierScores (implements elki.evaluation.Evaluator)
  • elki.evaluation.outlier.JudgeOutlierScores.Par (implements elki.utilities.optionhandling.Parameterizer)
  • elki.outlier.lof.KDEOS<O> (implements elki.outlier.OutlierAlgorithm)
  • elki.outlier.distance.KNNDD<O> (implements elki.outlier.OutlierAlgorithm)
  • elki.outlier.distance.KNNDD.Par<O> (implements elki.utilities.optionhandling.Parameterizer)
  • elki.outlier.distance.KNNOutlier<O> (implements elki.outlier.OutlierAlgorithm)
  • elki.outlier.distance.KNNOutlier.Par<O> (implements elki.utilities.optionhandling.Parameterizer)
  • elki.outlier.distance.KNNSOS<O> (implements elki.outlier.OutlierAlgorithm)
  • elki.outlier.distance.KNNWeightOutlier<O> (implements elki.outlier.OutlierAlgorithm)
  • elki.outlier.distance.KNNWeightOutlier.Par<O> (implements elki.utilities.optionhandling.Parameterizer)
  • elki.outlier.lof.LDF<O> (implements elki.outlier.OutlierAlgorithm)
  • elki.outlier.lof.LDOF<O> (implements elki.outlier.OutlierAlgorithm)
  • elki.outlier.lof.LDOF.Par<O> (implements elki.utilities.optionhandling.Parameterizer)
  • elki.outlier.intrinsic.LID<O> (implements elki.outlier.OutlierAlgorithm)
  • elki.outlier.intrinsic.LID.Par<O> (implements elki.utilities.optionhandling.Parameterizer)
  • elki.outlier.spatial.neighborhood.weighted.LinearWeightedExtendedNeighborhood (implements elki.outlier.spatial.neighborhood.weighted.WeightedNeighborSetPredicate)
  • elki.outlier.spatial.neighborhood.weighted.LinearWeightedExtendedNeighborhood.Factory<O> (implements elki.outlier.spatial.neighborhood.weighted.WeightedNeighborSetPredicate.Factory<O>)
  • elki.outlier.spatial.neighborhood.weighted.LinearWeightedExtendedNeighborhood.Factory.Par<O> (implements elki.utilities.optionhandling.Parameterizer)
  • elki.outlier.distance.LocalIsolationCoefficient<O> (implements elki.outlier.OutlierAlgorithm)
  • elki.outlier.distance.LocalIsolationCoefficient.Par<O> (implements elki.utilities.optionhandling.Parameterizer)
  • elki.outlier.lof.LOCI<O> (implements elki.outlier.OutlierAlgorithm)
  • elki.outlier.lof.LOCI.DoubleIntArrayList
  • elki.outlier.lof.LOF<O> (implements elki.outlier.OutlierAlgorithm)
  • elki.utilities.scaling.outlier.LogRankingPseudoOutlierScaling (implements elki.utilities.scaling.outlier.OutlierScaling)
  • elki.outlier.lof.LoOP<O> (implements elki.outlier.OutlierAlgorithm)
  • elki.utilities.scaling.outlier.MinusLogGammaScaling.Par (implements elki.utilities.optionhandling.Parameterizer)
  • elki.utilities.scaling.outlier.MixtureModelOutlierScaling (implements elki.utilities.scaling.outlier.OutlierScaling)
  • elki.utilities.scaling.outlier.MultiplicativeInverseScaling (implements elki.utilities.scaling.outlier.OutlierScaling)
  • elki.outlier.distance.ODIN<O> (implements elki.outlier.OutlierAlgorithm)
  • elki.outlier.lof.OnlineLOF.LOFKNNListener (implements elki.index.preprocessed.knn.KNNListener)
  • elki.result.outlier.OrderingFromRelation (implements elki.result.OrderingResult)
  • elki.utilities.scaling.outlier.OutlierGammaScaling (implements elki.utilities.scaling.outlier.OutlierScaling)
    • elki.utilities.scaling.outlier.MinusLogGammaScaling
  • elki.utilities.scaling.outlier.OutlierGammaScaling.Par (implements elki.utilities.optionhandling.Parameterizer)
  • elki.utilities.scaling.outlier.OutlierLinearScaling (implements elki.utilities.scaling.outlier.OutlierScaling)
  • elki.utilities.scaling.outlier.OutlierLinearScaling.Par (implements elki.utilities.optionhandling.Parameterizer)
  • elki.utilities.scaling.outlier.OutlierMinusLogScaling (implements elki.utilities.scaling.outlier.OutlierScaling)
  • elki.evaluation.outlier.OutlierPrecisionAtKCurve (implements elki.evaluation.Evaluator)
  • elki.evaluation.outlier.OutlierPrecisionAtKCurve.Par (implements elki.utilities.optionhandling.Parameterizer)
  • elki.evaluation.outlier.OutlierPrecisionRecallCurve (implements elki.evaluation.Evaluator)
  • elki.evaluation.outlier.OutlierPrecisionRecallCurve.Par (implements elki.utilities.optionhandling.Parameterizer)
  • elki.evaluation.outlier.OutlierPrecisionRecallGainCurve (implements elki.evaluation.Evaluator)
  • elki.evaluation.outlier.OutlierPrecisionRecallGainCurve.Par (implements elki.utilities.optionhandling.Parameterizer)
  • elki.evaluation.outlier.OutlierRankingEvaluation (implements elki.evaluation.Evaluator)
  • elki.evaluation.outlier.OutlierRankingEvaluation.Par (implements elki.utilities.optionhandling.Parameterizer)
  • elki.result.outlier.OutlierResult
  • elki.evaluation.outlier.OutlierROCCurve (implements elki.evaluation.Evaluator)
  • elki.evaluation.outlier.OutlierROCCurve.Par (implements elki.utilities.optionhandling.Parameterizer)
  • elki.evaluation.scores.adapter.OutlierScoreAdapter (implements elki.evaluation.scores.ScoreEvaluation.Adapter)
  • elki.evaluation.outlier.OutlierSmROCCurve (implements elki.evaluation.Evaluator)
  • elki.evaluation.outlier.OutlierSmROCCurve.Par (implements elki.utilities.optionhandling.Parameterizer)
  • elki.utilities.scaling.outlier.OutlierSqrtScaling (implements elki.utilities.scaling.outlier.OutlierScaling)
  • elki.utilities.scaling.outlier.OutlierSqrtScaling.Par (implements elki.utilities.optionhandling.Parameterizer)
  • elki.outlier.subspace.OUTRES (implements elki.outlier.OutlierAlgorithm)
  • elki.outlier.subspace.OUTRES.KernelDensityEstimator
  • elki.outlier.subspace.OUTRES.Par (implements elki.utilities.optionhandling.Parameterizer)
  • elki.outlier.distance.parallel.ParallelKNNOutlier<O> (implements elki.outlier.OutlierAlgorithm)
  • elki.outlier.distance.parallel.ParallelKNNWeightOutlier<O> (implements elki.outlier.OutlierAlgorithm)
  • elki.outlier.lof.parallel.ParallelLOF<O> (implements elki.outlier.OutlierAlgorithm)
  • elki.outlier.lof.parallel.ParallelSimplifiedLOF<O> (implements elki.outlier.OutlierAlgorithm)
  • elki.outlier.spatial.neighborhood.PrecomputedKNearestNeighborNeighborhood.Factory<O> (implements elki.outlier.spatial.neighborhood.NeighborSetPredicate.Factory<O>)
  • elki.result.outlier.ProbabilisticOutlierScore (implements elki.result.outlier.OutlierScoreMeta)
  • elki.utilities.scaling.outlier.RankingPseudoOutlierScaling (implements elki.utilities.scaling.outlier.OutlierScaling)
  • elki.outlier.distance.ReferenceBasedOutlierDetection (implements elki.outlier.OutlierAlgorithm)
  • elki.outlier.distance.ReferenceBasedOutlierDetection.Par (implements elki.utilities.optionhandling.Parameterizer)
  • elki.outlier.meta.RescaleMetaOutlierAlgorithm (implements elki.outlier.OutlierAlgorithm)
  • elki.outlier.meta.RescaleMetaOutlierAlgorithm.Par (implements elki.utilities.optionhandling.Parameterizer)
  • elki.utilities.scaling.outlier.SigmoidOutlierScaling (implements elki.utilities.scaling.outlier.OutlierScaling)
  • elki.outlier.lof.SimpleKernelDensityLOF<O> (implements elki.outlier.OutlierAlgorithm)
  • elki.outlier.meta.SimpleOutlierEnsemble (implements elki.outlier.OutlierAlgorithm)
  • elki.outlier.meta.SimpleOutlierEnsemble.Par (implements elki.utilities.optionhandling.Parameterizer)
  • elki.outlier.lof.SimplifiedLOF<O> (implements elki.outlier.OutlierAlgorithm)
  • elki.outlier.subspace.SOD<V> (implements elki.outlier.OutlierAlgorithm)
  • elki.outlier.subspace.SOD.Par<V> (implements elki.utilities.optionhandling.Parameterizer)
  • elki.outlier.subspace.SOD.SODModel (implements elki.result.textwriter.TextWriteable)
  • elki.outlier.distance.SOS<O> (implements elki.outlier.OutlierAlgorithm)
  • elki.utilities.scaling.outlier.SqrtStandardDeviationScaling (implements elki.utilities.scaling.outlier.OutlierScaling)
  • elki.utilities.scaling.outlier.SqrtStandardDeviationScaling.Par (implements elki.utilities.optionhandling.Parameterizer)
  • elki.utilities.scaling.outlier.StandardDeviationScaling (implements elki.utilities.scaling.outlier.OutlierScaling)
    • elki.utilities.scaling.outlier.MinusLogStandardDeviationScaling
  • elki.utilities.scaling.outlier.StandardDeviationScaling.Par (implements elki.utilities.optionhandling.Parameterizer)
    • elki.utilities.scaling.outlier.MinusLogStandardDeviationScaling.Par
  • elki.utilities.scaling.outlier.TopKOutlierScaling (implements elki.utilities.scaling.outlier.OutlierScaling)
  • elki.utilities.scaling.outlier.TopKOutlierScaling.Par (implements elki.utilities.optionhandling.Parameterizer)
  • elki.outlier.trivial.TrivialAllOutlier (implements elki.outlier.OutlierAlgorithm)
  • elki.outlier.trivial.TrivialAverageCoordinateOutlier (implements elki.outlier.OutlierAlgorithm)
  • elki.outlier.trivial.TrivialNoOutlier (implements elki.outlier.OutlierAlgorithm)
  • elki.outlier.spatial.neighborhood.weighted.UnweightedNeighborhoodAdapter (implements elki.outlier.spatial.neighborhood.weighted.WeightedNeighborSetPredicate)
  • elki.outlier.spatial.neighborhood.weighted.UnweightedNeighborhoodAdapter.Factory<O> (implements elki.outlier.spatial.neighborhood.weighted.WeightedNeighborSetPredicate.Factory<O>)
  • elki.outlier.lof.VarianceOfVolume<O> (implements elki.outlier.OutlierAlgorithm)
  • elki.math.geometry.XYCurve
    • elki.evaluation.outlier.OutlierPrecisionAtKCurve.PrecisionAtKCurve
    • elki.evaluation.outlier.OutlierSmROCCurve.SmROCResult

Interface Hierarchy

• elki.Algorithm
  • elki.outlier.OutlierAlgorithm
• elki.outlier.spatial.neighborhood.NeighborSetPredicate
• elki.outlier.spatial.neighborhood.NeighborSetPredicate.Factory<O>
• elki.result.outlier.OutlierScoreMeta
• elki.utilities.scaling.ScalingFunction
  • elki.utilities.scaling.outlier.OutlierScaling
• elki.outlier.spatial.neighborhood.weighted.WeightedNeighborSetPredicate
• elki.outlier.spatial.neighborhood.weighted.WeightedNeighborSetPredicate.Factory<O>

Enum Hierarchy

• java.lang.Object
  • java.lang.Enum<E> (implements java.lang.Comparable<T>, java.io.Serializable)
    • elki.outlier.COP.DistanceDist
    • elki.outlier.distance.HilOut.ScoreType