Package elki.outlier

Interface OutlierAlgorithm

All Superinterfaces:

elki.Algorithm

All Known Implementing Classes:

ABOD, AbstractAggarwalYuOutlier, AbstractDBOutlier, AbstractDistanceBasedSpatialOutlier, AbstractNeighborhoodOutlier, AggarwalYuEvolutionary, AggarwalYuNaive, ALOCI, ByLabelOutlier, COF, COP, CTLuGLSBackwardSearchAlgorithm, CTLuMeanMultipleAttributes, CTLuMedianAlgorithm, CTLuMedianMultipleAttributes, CTLuMoranScatterplotOutlier, CTLuRandomWalkEC, CTLuScatterplotOutlier, CTLuZTestOutlier, DBOutlierDetection, DBOutlierScore, DWOF, ExternalDoubleOutlierScore, FastABOD, FeatureBagging, FlexibleLOF, GaussianModel, GaussianUniformMixture, HiCS, HilOut, HySortOD, IDOS, INFLO, IsolationForest, ISOS, KDEOS, KNNDD, KNNOutlier, KNNSOS, KNNWeightOutlier, LBABOD, LDF, LDOF, LID, LocalIsolationCoefficient, LOCI, LOF, LoOP, ODIN, OnlineLOF, OUTRES, ParallelKNNOutlier, ParallelKNNWeightOutlier, ParallelLOF, ParallelSimplifiedLOF, ReferenceBasedOutlierDetection, RescaleMetaOutlierAlgorithm, SimpleKernelDensityLOF, SimpleOutlierEnsemble, SimplifiedLOF, SLOM, SOD, SOF, SOS, TrimmedMeanApproach, TrivialAllOutlier, TrivialAverageCoordinateOutlier, TrivialNoOutlier, VarianceOfVolume

public interface OutlierAlgorithm
extends elki.Algorithm

Generic super interface for outlier detection algorithms.

Since:

0.4.0

Author:

Erich Schubert

Nested Class Summary

Nested classes/interfaces inherited from interface elki.Algorithm

elki.Algorithm.Utils

Method Summary

Modifier and Type	Method	Description
default OutlierResult	autorun(elki.database.Database database)

Methods inherited from interface elki.Algorithm

getInputTypeRestriction

Method Detail

autorun

default OutlierResult autorun(elki.database.Database database)

Specified by:

autorun in interface elki.Algorithm