de.lmu.ifi.dbs.elki.algorithm.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, DistanceStddevOutlier, DWOF, EMOutlier, ExternalDoubleOutlierScore, FastABOD, FeatureBagging, FlexibleLOF, GaussianModel, GaussianUniformMixture, HiCS, HilOut, IDOS, INFLO, IntrinsicDimensionalityOutlier, ISOS, KDEOS, KMeansOutlierDetection, KNNDD, KNNOutlier, KNNSOS, KNNWeightOutlier, LBABOD, LDF, LDOF, LibSVMOneClassOutlierDetection, LocalIsolationCoefficient, LOCI, LOF, LoOP, ODIN, ODIN, OnlineLOF, OPTICSOF, OutRankS1, OUTRES, ParallelKNNOutlier, ParallelKNNWeightOutlier, ParallelLOF, ParallelSimplifiedLOF, ReferenceBasedOutlierDetection, RescaleMetaOutlierAlgorithm, SilhouetteOutlierDetection, SimpleCOP, SimpleKernelDensityLOF, SimpleOutlierEnsemble, SimplifiedLOF, SLOM, SOD, SOF, SOS, 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

Method Summary

Modifier and Type	Method and Description
OutlierResult	run(Database database) Runs the algorithm.

Methods inherited from interface de.lmu.ifi.dbs.elki.algorithm.Algorithm

getInputTypeRestriction

Method Detail

run

OutlierResult run(Database database)

Description copied from interface: Algorithm

Runs the algorithm.

Specified by:

run in interface Algorithm

Parameters:

database - the database to run the algorithm on

Returns:

the Result computed by this algorithm