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D

d - Variable in class elki.outlier.distance.AbstractDBOutlier

Radius parameter d.

d - Variable in class elki.outlier.distance.AbstractDBOutlier.Par

Query radius

d - Variable in class elki.outlier.distance.HilOut

Set sizes, total and current iteration

D_ID - Static variable in class elki.outlier.distance.AbstractDBOutlier.Par

Parameter to specify the size of the D-neighborhood

D_ID - Static variable in class elki.outlier.subspace.OUTRES.Par

Option ID for Epsilon parameter

DBOutlierDetection<O> - Class in elki.outlier.distance

Simple distanced based outlier detection algorithm.

DBOutlierDetection(Distance<? super O>, double, double) - Constructor for class elki.outlier.distance.DBOutlierDetection

Constructor with actual parameters.

DBOutlierDetection.Par<O> - Class in elki.outlier.distance

Parameterization class.

DBOutlierScore<O> - Class in elki.outlier.distance

Compute percentage of neighbors in the given neighborhood with size d.

DBOutlierScore(Distance<? super O>, double) - Constructor for class elki.outlier.distance.DBOutlierScore

Constructor with parameters.

DBOutlierScore.Par<O> - Class in elki.outlier.distance

Parameterization class.

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

Database size.

DEFAULT_PATTERN - Static variable in class elki.outlier.trivial.ByLabelOutlier

The default pattern to use.

delta - Variable in class elki.outlier.DWOF

The radii changing ratio

DELTA - Static variable in class elki.utilities.scaling.outlier.MixtureModelOutlierScaling

Convergence parameter

density(int, HySortOD.TreeStrategy.Node, int) - Method in class elki.outlier.density.HySortOD.TreeStrategy

Recursive computing of density.

DensityStrategy() - Constructor for class elki.outlier.density.HySortOD.DensityStrategy

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

Data space diameter

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

Dimension to split at.

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

Database dimensionality.

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

Dimensionality of data set

dimensionality() - Method in class elki.outlier.meta.HiCS.HiCSSubspace

Get the subspace dimensionality.

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

Ugly hack to allow using this implementation without having a well-defined dimensionality.

dist - Variable in class elki.outlier.COP

Type of distribution to assume for distances.

dist - Variable in class elki.outlier.COP.Par

Distance distributution assumption.

dist - Variable in class elki.utilities.scaling.outlier.COPOutlierScaling

Score distribution.

DIST_ID - Static variable in class elki.outlier.COP.Par

Distribution assumption for distances.

distance - Variable in class elki.outlier.COP

Distance function used.

distance - Variable in class elki.outlier.COP.Par

The distance function to use.

distance - Variable in class elki.outlier.distance.AbstractDBOutlier

Distance function used.

distance - Variable in class elki.outlier.distance.AbstractDBOutlier.Par

The distance function to use.

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

Distance function used.

distance - Variable in class elki.outlier.distance.KNNDD

Distance function used.

distance - Variable in class elki.outlier.distance.KNNDD.Par

The distance function to use.

distance - Variable in class elki.outlier.distance.KNNOutlier

Distance function used.

distance - Variable in class elki.outlier.distance.KNNOutlier.Par

The distance function to use.

distance - Variable in class elki.outlier.distance.KNNSOS

Distance function used.

distance - Variable in class elki.outlier.distance.KNNWeightOutlier

Distance function used.

distance - Variable in class elki.outlier.distance.KNNWeightOutlier.Par

The distance function to use.

distance - Variable in class elki.outlier.distance.LocalIsolationCoefficient

Distance function used.

distance - Variable in class elki.outlier.distance.LocalIsolationCoefficient.Par

The distance function to use.

distance - Variable in class elki.outlier.distance.ODIN

Distance function used.

distance - Variable in class elki.outlier.distance.parallel.ParallelKNNOutlier

Distance function used.

distance - Variable in class elki.outlier.distance.parallel.ParallelKNNWeightOutlier

Distance function used.

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

Distance function used.

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

The distance function to use.

distance - Variable in class elki.outlier.distance.SOS

Distance function used.

distance - Variable in class elki.outlier.DWOF

Distance function used.

distance - Variable in class elki.outlier.intrinsic.IDOS

Distance function used.

distance - Variable in class elki.outlier.intrinsic.IDOS.Par

The distance function to use.

distance - Variable in class elki.outlier.intrinsic.ISOS

Distance function used.

distance - Variable in class elki.outlier.intrinsic.LID

Distance function used.

distance - Variable in class elki.outlier.intrinsic.LID.Par

The distance function to use.

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

Distance function used.

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

The distance function to use.

distance - Variable in class elki.outlier.lof.COF

Distance function used.

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

The distance function to use.

distance - Variable in class elki.outlier.lof.INFLO

Distance function used.

distance - Variable in class elki.outlier.lof.INFLO.Par

The distance function to use.

distance - Variable in class elki.outlier.lof.KDEOS

Distance function used.

distance - Variable in class elki.outlier.lof.LDF

Distance function used.

distance - Variable in class elki.outlier.lof.LDOF

Distance function used.

distance - Variable in class elki.outlier.lof.LDOF.Par

The distance function to use.

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

Distance function used.

distance - Variable in class elki.outlier.lof.LOF

Distance function used.

distance - Variable in class elki.outlier.lof.parallel.ParallelLOF

Distance function used.

distance - Variable in class elki.outlier.lof.parallel.ParallelSimplifiedLOF

Distance function used.

distance - Variable in class elki.outlier.lof.SimpleKernelDensityLOF

Distance function used.

distance - Variable in class elki.outlier.lof.SimplifiedLOF

Distance function used.

distance - Variable in class elki.outlier.lof.VarianceOfVolume

Distance function used.

distance - Variable in class elki.outlier.spatial.CTLuGLSBackwardSearchAlgorithm

Distance function used.

distance - Variable in class elki.outlier.spatial.CTLuRandomWalkEC

Distance function used.

distance - Variable in class elki.outlier.spatial.neighborhood.PrecomputedKNearestNeighborNeighborhood.Factory

distance function to use

DistanceDist() - Constructor for enum elki.outlier.COP.DistanceDist

distq - Variable in class elki.outlier.distance.HilOut

Distance query

DONT_CARE - Static variable in class elki.outlier.subspace.AbstractAggarwalYuOutlier

Symbolic value for subspaces not in use.

doRunInTime(DBIDs, KNNSearcher<DBIDRef>, KNNSearcher<DBIDRef>, StepProgress) - Method in class elki.outlier.lof.FlexibleLOF

Performs the Generalized LOF_SCORE algorithm on the given database and returns a FlexibleLOF.LOFResult encapsulating information that may be needed by an OnlineLOF algorithm.

DoubleIntArrayList(int) - Constructor for class elki.outlier.lof.LOCI.DoubleIntArrayList

Constructor.

doubleValue(int) - Method in class elki.outlier.lof.ALOCI.Node

DWOF<O> - Class in elki.outlier

Algorithm to compute dynamic-window outlier factors in a database based on a specified parameter k, which specifies the number of the neighbors to be considered during the calculation of the DWOF score.

DWOF(Distance<? super O>, int, double) - Constructor for class elki.outlier.DWOF

Constructor.

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