de.lmu.ifi.dbs.elki.algorithm.outlier
Interface OutlierAlgorithm

All Superinterfaces:

Algorithm, InspectionUtilFrequentlyScanned, Parameterizable

All Known Implementing Classes:

ABOD, AbstractAggarwalYuOutlier, AbstractDBOutlier, AbstractDistanceBasedSpatialOutlier, AbstractNeighborhoodOutlier, AggarwalYuEvolutionary, AggarwalYuNaive, ByLabelOutlier, CTLuGLSBackwardSearchAlgorithm, CTLuMeanMultipleAttributes, CTLuMedianAlgorithm, CTLuMedianMultipleAttributes, CTLuMoranScatterplotOutlier, CTLuRandomWalkEC, CTLuScatterplotOutlier, CTLuZTestOutlier, DBOutlierDetection, DBOutlierScore, EMOutlier, ExternalDoubleOutlierScore, FeatureBagging, GaussianModel, GaussianUniformMixture, INFLO, KNNOutlier, KNNWeightOutlier, LDOF, LOCI, LOF, LoOP, OnlineLOF, OPTICSOF, ReferenceBasedOutlierDetection, RescaleMetaOutlierAlgorithm, SLOM, SOD, SOF, TrimmedMeanApproach, TrivialAllOutlier, TrivialNoOutlier

public interface OutlierAlgorithm
extends Algorithm

Generic super interface for outlier detection algorithms.

Method Summary

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)
                  throws IllegalStateException

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

Throws:

IllegalStateException - if the algorithm has not been initialized properly (e.g. the setParameters(String[]) method has been failed to be called).