Package elki.outlier

Interface OutlierAlgorithm

All Superinterfaces:

Algorithm

All Known Implementing Classes:

ABOD, AbstractAggarwalYuOutlier, AbstractDBOutlier, AbstractDistanceBasedSpatialOutlier, AbstractNeighborhoodOutlier, AggarwalYuEvolutionary, AggarwalYuNaive, ALOCI, ByLabelOutlier, CBLOF, COF, COP, CTLuGLSBackwardSearchAlgorithm, CTLuMeanMultipleAttributes, CTLuMedianAlgorithm, CTLuMedianMultipleAttributes, CTLuMoranScatterplotOutlier, CTLuRandomWalkEC, CTLuScatterplotOutlier, CTLuZTestOutlier, DBOutlierDetection, DBOutlierScore, DBSCANOutlierDetection, DistanceStddevOutlier, DWOF, EMOutlier, ExternalDoubleOutlierScore, FastABOD, FeatureBagging, FlexibleLOF, GaussianModel, GaussianUniformMixture, GLOSH, HiCS, HilOut, HySortOD, IDOS, INFLO, IsolationForest, ISOS, KDEOS, KMeansMinusMinusOutlierDetection, KMeansOutlierDetection, KNNDD, KNNOutlier, KNNSOS, KNNWeightOutlier, LBABOD, LDF, LDOF, LibSVMOneClassOutlierDetection, LID, LocalIsolationCoefficient, LOCI, LOF, LoOP, NoiseAsOutliers, OCSVM, ODIN, ODIN, OnlineLOF, OPTICSOF, OutRankS1, OUTRES, ParallelKNNOutlier, ParallelKNNWeightOutlier, ParallelLOF, ParallelSimplifiedLOF, ReferenceBasedOutlierDetection, RescaleMetaOutlierAlgorithm, SilhouetteOutlierDetection, SimpleCOP, SimpleKernelDensityLOF, SimpleOutlierEnsemble, SimplifiedLOF, SLOM, SOD, SOF, SOS, SVDD, TrimmedMeanApproach, TrivialAllOutlier, TrivialAverageCoordinateOutlier, TrivialGeneratedOutlier, TrivialNoOutlier, VarianceOfVolume

public interface OutlierAlgorithm
extends 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

Algorithm.Utils

Method Summary

Modifier and Type	Method	Description
default OutlierResult	autorun(Database database)	Try to auto-run the algorithm on a database by calling a method called run, with an optional Database first, and with data relations as specified by Algorithm.getInputTypeRestriction().

Methods inherited from interface elki.Algorithm

getInputTypeRestriction

Method Detail

autorun

default OutlierResult autorun(Database database)

Description copied from interface: Algorithm

Try to auto-run the algorithm on a database by calling a method called run, with an optional Database first, and with data relations as specified by Algorithm.getInputTypeRestriction().

Specified by:

autorun in interface Algorithm

Parameters:

database - the database to run the algorithm on

Returns:

the Result computed by this algorithm