Package elki.outlier
Interface OutlierAlgorithm
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- 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
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Nested Class Summary
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Nested classes/interfaces inherited from interface elki.Algorithm
Algorithm.Utils
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Method Summary
All Methods Instance Methods Default Methods Modifier and Type Method Description default OutlierResult
autorun(Database database)
Try to auto-run the algorithm on a database by calling a method calledrun
, with an optionalDatabase
first, and with data relations as specified byAlgorithm.getInputTypeRestriction()
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Methods inherited from interface elki.Algorithm
getInputTypeRestriction
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Method Detail
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autorun
default OutlierResult autorun(Database database)
Description copied from interface:Algorithm
Try to auto-run the algorithm on a database by calling a method calledrun
, with an optionalDatabase
first, and with data relations as specified byAlgorithm.getInputTypeRestriction()
.
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