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R

random - Variable in class elki.outlier.subspace.AggarwalYuEvolutionary.EvolutionarySearch

random generator.

randomSubspace(int, int, int, Random) - Method in class elki.outlier.meta.FeatureBagging

Choose a random subspace.

ranges - Variable in class elki.outlier.subspace.AggarwalYuEvolutionary.EvolutionarySearch

Database ranges.

RankingPseudoOutlierScaling - Class in elki.utilities.scaling.outlier

This is a pseudo outlier scoring obtained by only considering the ranks of the objects.

RankingPseudoOutlierScaling() - Constructor for class elki.utilities.scaling.outlier.RankingPseudoOutlierScaling

REACHABILITY_DISTANCE_FUNCTION_ID - Static variable in class elki.outlier.lof.FlexibleLOF.Par

The distance function to determine the reachability distance between database objects.

reachabilityDistance - Variable in class elki.outlier.lof.FlexibleLOF.Par

Reachability distance function.

reachabilityDistance - Variable in class elki.outlier.lof.FlexibleLOF

Reachability distance function.

reachabilityDistance - Variable in class elki.outlier.lof.LoOP

Distance function for reachability.

recombineOptimized(AggarwalYuEvolutionary.Individuum, AggarwalYuEvolutionary.Individuum) - Method in class elki.outlier.subspace.AggarwalYuEvolutionary.EvolutionarySearch

Recombination method.

recomputeLOFs(DBIDs, FlexibleLOF.LOFResult<O>) - Method in class elki.outlier.lof.OnlineLOF.LOFKNNListener

Recomputes the lofs of the specified ids.

ReferenceBasedOutlierDetection - Class in elki.outlier.distance

Reference-Based Outlier Detection algorithm, an algorithm that computes kNN distances approximately, using reference points.

ReferenceBasedOutlierDetection(int, NumberVectorDistance<? super NumberVector>, ReferencePointsHeuristic) - Constructor for class elki.outlier.distance.ReferenceBasedOutlierDetection

Constructor with parameters.

ReferenceBasedOutlierDetection.Par - Class in elki.outlier.distance

Parameterization class.

referenceDistance - Variable in class elki.outlier.lof.FlexibleLOF

Neighborhood distance function.

refp - Variable in class elki.outlier.distance.ReferenceBasedOutlierDetection.Par

Stores the reference point strategy

refp - Variable in class elki.outlier.distance.ReferenceBasedOutlierDetection

Stores the reference point strategy.

REFP_ID - Static variable in class elki.outlier.distance.ReferenceBasedOutlierDetection.Par

Parameter for the reference points heuristic.

relation - Variable in class elki.outlier.density.IsolationForest.ForestBuilder

Data relation to use

relation - Variable in class elki.outlier.distance.HilOut.HilbertFeatures

Relation indexed

relation - Variable in class elki.outlier.lof.ALOCI.ALOCIQuadTree

Relation indexed.

relation - Variable in class elki.outlier.subspace.OUTRES.KernelDensityEstimator

Relation to retrieve data from

relevantSubspace(long[], DoubleDBIDList, OUTRES.KernelDensityEstimator) - Method in class elki.outlier.subspace.OUTRES

Subspace relevance test.

RescaleMetaOutlierAlgorithm - Class in elki.outlier.meta

Scale another outlier score using the given scaling function.

RescaleMetaOutlierAlgorithm(Algorithm, ScalingFunction) - Constructor for class elki.outlier.meta.RescaleMetaOutlierAlgorithm

Constructor.

RescaleMetaOutlierAlgorithm.Par - Class in elki.outlier.meta

Parameterization class

result - Variable in class elki.outlier.lof.FlexibleLOF.LOFResult

The result of the run of the FlexibleLOF algorithm.

right - Variable in class elki.outlier.density.IsolationForest.Node

Right child, may be null

rkNNReach - Variable in class elki.outlier.lof.FlexibleLOF.LOFResult

The rkNN query w.r.t. the reachability distance.

rkNNRefer - Variable in class elki.outlier.lof.FlexibleLOF.LOFResult

The RkNN query w.r.t. the reference neighborhood distance.

rmax - Variable in class elki.outlier.lof.LOCI

Maximum radius.

rnd - Variable in class elki.outlier.density.IsolationForest.ForestBuilder

Random generator

rnd - Variable in class elki.outlier.density.IsolationForest.Par

Random generator

rnd - Variable in class elki.outlier.density.IsolationForest

Random generator

rnd - Variable in class elki.outlier.lof.ALOCI.Par

Random generator

rnd - Variable in class elki.outlier.lof.ALOCI

Random generator

rnd - Variable in class elki.outlier.meta.FeatureBagging.Par

Random generator.

rnd - Variable in class elki.outlier.meta.FeatureBagging

Random number generator for subspace choice.

rnd - Variable in class elki.outlier.meta.HiCS

Random generator.

rnd - Variable in class elki.outlier.subspace.AggarwalYuEvolutionary.Par

Random generator

rnd - Variable in class elki.outlier.subspace.AggarwalYuEvolutionary

Random generator.

root - Variable in class elki.outlier.density.HySortOD.TreeStrategy

Tree root.

root - Variable in class elki.outlier.lof.ALOCI.ALOCIQuadTree

Tree root

rouletteRankSelection(ArrayList<AggarwalYuEvolutionary.Individuum>) - Method in class elki.outlier.subspace.AggarwalYuEvolutionary.EvolutionarySearch

Select surviving individuums weighted by rank.

run() - Method in class elki.outlier.subspace.AggarwalYuEvolutionary.EvolutionarySearch

Run the evolutionary search.

run(Database, Relation<? extends NumberVector>) - Method in class elki.outlier.density.HySortOD

run(Database, Relation<N>, Relation<? extends NumberVector>) - Method in class elki.outlier.spatial.CTLuMedianAlgorithm

Main method.

run(Database, Relation<N>, Relation<? extends NumberVector>) - Method in class elki.outlier.spatial.CTLuMoranScatterplotOutlier

Main method.

run(Database, Relation<N>, Relation<? extends NumberVector>) - Method in class elki.outlier.spatial.CTLuScatterplotOutlier

Main method.

run(Database, Relation<N>, Relation<? extends NumberVector>) - Method in class elki.outlier.spatial.CTLuZTestOutlier

Main method.

run(Database, Relation<N>, Relation<? extends NumberVector>) - Method in class elki.outlier.spatial.TrimmedMeanApproach

Run the algorithm.

run(Database, Relation<N>, Relation<O>) - Method in class elki.outlier.spatial.CTLuMeanMultipleAttributes

Run the algorithm

run(Database, Relation<N>, Relation<O>) - Method in class elki.outlier.spatial.CTLuMedianMultipleAttributes

Run the algorithm

run(Database, Relation<N>, Relation<O>) - Method in class elki.outlier.spatial.SLOM

run(Database, Relation<N>, Relation<O>) - Method in class elki.outlier.spatial.SOF

The main run method

run(Relation<?>) - Method in class elki.outlier.meta.ExternalDoubleOutlierScore

Run the algorithm.

run(Relation<?>) - Method in class elki.outlier.trivial.ByLabelOutlier

Run the algorithm

run(Relation<?>) - Method in class elki.outlier.trivial.TrivialAllOutlier

Run the trivial algorithm.

run(Relation<?>) - Method in class elki.outlier.trivial.TrivialNoOutlier

Run the trivial algorithm.

run(Relation<? extends NumberVector>) - Method in class elki.outlier.density.IsolationForest

Run the isolation forest algorithm.

run(Relation<? extends NumberVector>) - Method in class elki.outlier.distance.ReferenceBasedOutlierDetection

Run the algorithm on the given relation.

run(Relation<? extends NumberVector>) - Method in class elki.outlier.GaussianModel

Run the algorithm

run(Relation<? extends NumberVector>) - Method in class elki.outlier.GaussianUniformMixture

Run the algorithm

run(Relation<? extends NumberVector>) - Method in class elki.outlier.meta.HiCS

Perform HiCS on a given database.

run(Relation<? extends NumberVector>) - Method in class elki.outlier.subspace.AggarwalYuEvolutionary

Performs the evolutionary algorithm on the given database.

run(Relation<? extends NumberVector>) - Method in class elki.outlier.subspace.AggarwalYuNaive

Run the algorithm on the given relation.

run(Relation<? extends NumberVector>) - Method in class elki.outlier.subspace.OUTRES

Main loop for OUTRES

run(Relation<? extends NumberVector>) - Method in class elki.outlier.trivial.TrivialAverageCoordinateOutlier

Run the actual algorithm.

run(Relation<NumberVector>) - Method in class elki.outlier.meta.FeatureBagging

Run the algorithm on a data set.

run(Relation<O>) - Method in class elki.outlier.distance.AbstractDBOutlier

Runs the algorithm in the timed evaluation part.

run(Relation<O>) - Method in class elki.outlier.distance.HilOut

Run the HilOut algorithm.

run(Relation<O>) - Method in class elki.outlier.distance.KNNDD

Runs the algorithm in the timed evaluation part.

run(Relation<O>) - Method in class elki.outlier.distance.KNNOutlier

Runs the algorithm in the timed evaluation part.

run(Relation<O>) - Method in class elki.outlier.distance.KNNSOS

Run the algorithm.

run(Relation<O>) - Method in class elki.outlier.distance.KNNWeightOutlier

Runs the algorithm in the timed evaluation part.

run(Relation<O>) - Method in class elki.outlier.distance.LocalIsolationCoefficient

Runs the algorithm in the timed evaluation part.

run(Relation<O>) - Method in class elki.outlier.distance.ODIN

Run the ODIN algorithm

run(Relation<O>) - Method in class elki.outlier.distance.parallel.ParallelKNNOutlier

Run the parallel kNN outlier detector.

run(Relation<O>) - Method in class elki.outlier.distance.parallel.ParallelKNNWeightOutlier

Run the parallel kNN weight outlier detector.

run(Relation<O>) - Method in class elki.outlier.distance.SOS

Run the algorithm.

run(Relation<O>) - Method in class elki.outlier.DWOF

Performs the Generalized DWOF_SCORE algorithm on the given database by calling all the other methods in the proper order.

run(Relation<O>) - Method in class elki.outlier.intrinsic.IDOS

Run the algorithm

run(Relation<O>) - Method in class elki.outlier.intrinsic.ISOS

Run the algorithm.

run(Relation<O>) - Method in class elki.outlier.intrinsic.LID

Run the algorithm

run(Relation<O>) - Method in class elki.outlier.lof.COF

Runs the COF algorithm on the given database.

run(Relation<O>) - Method in class elki.outlier.lof.FlexibleLOF

Performs the Generalized LOF algorithm on the given database by calling FlexibleLOF.doRunInTime(elki.database.ids.DBIDs, elki.database.query.knn.KNNSearcher<elki.database.ids.DBIDRef>, elki.database.query.knn.KNNSearcher<elki.database.ids.DBIDRef>, elki.logging.progress.StepProgress).

run(Relation<O>) - Method in class elki.outlier.lof.INFLO

Run the algorithm

run(Relation<O>) - Method in class elki.outlier.lof.KDEOS

Run the KDEOS outlier detection algorithm.

run(Relation<O>) - Method in class elki.outlier.lof.LDF

Run the naive kernel density LOF algorithm.

run(Relation<O>) - Method in class elki.outlier.lof.LDOF

Run the algorithm

run(Relation<O>) - Method in class elki.outlier.lof.LOCI

Run the algorithm

run(Relation<O>) - Method in class elki.outlier.lof.LOF

Runs the LOF algorithm on the given database.

run(Relation<O>) - Method in class elki.outlier.lof.LoOP

Performs the LoOP algorithm on the given database.

run(Relation<O>) - Method in class elki.outlier.lof.OnlineLOF

Performs the Generalized LOF_SCORE algorithm on the given database by calling #doRunInTime(Database) and adds a OnlineLOF.LOFKNNListener to the preprocessors.

run(Relation<O>) - Method in class elki.outlier.lof.parallel.ParallelLOF

Run the LOF algorithm in parallel.

run(Relation<O>) - Method in class elki.outlier.lof.parallel.ParallelSimplifiedLOF

Run the simplified LOF algorithm.

run(Relation<O>) - Method in class elki.outlier.lof.SimpleKernelDensityLOF

Run the naive kernel density LOF algorithm.

run(Relation<O>) - Method in class elki.outlier.lof.SimplifiedLOF

Run the Simple LOF algorithm.

run(Relation<O>) - Method in class elki.outlier.lof.VarianceOfVolume

Runs the VOV algorithm on the given database.

run(Relation<O>, Relation<? extends NumberVector>) - Method in class elki.outlier.spatial.CTLuRandomWalkEC

Run the algorithm.

run(Relation<V>) - Method in class elki.outlier.anglebased.ABOD

Run ABOD on the data set.

run(Relation<V>) - Method in class elki.outlier.anglebased.FastABOD

Run Fast-ABOD on the data set.

run(Relation<V>) - Method in class elki.outlier.anglebased.LBABOD

Run LB-ABOD on the data set.

run(Relation<V>) - Method in class elki.outlier.COP

Process a single relation.

run(Relation<V>) - Method in class elki.outlier.lof.ALOCI

Run the algorithm.

run(Relation<V>) - Method in class elki.outlier.subspace.SOD

Performs the SOD algorithm on the given database.

run(Relation<V>, Relation<? extends NumberVector>) - Method in class elki.outlier.spatial.CTLuGLSBackwardSearchAlgorithm

Run the algorithm

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