de.lmu.ifi.dbs.elki.algorithm

Interface DistanceBasedAlgorithm<O,D extends Distance<?>>

Type Parameters:

O - Object type

D - Distance type

All Superinterfaces:

Algorithm, Parameterizable

All Known Subinterfaces:

KMeans<V,D,M>

All Known Implementing Classes:

AbstractDBOutlier, AbstractDistanceBasedAlgorithm, AbstractKMeans, AveragePrecisionAtK, BestOfMultipleKMeans, CanopyPreClustering, COP, CTLuGLSBackwardSearchAlgorithm, CTLuRandomWalkEC, DBOutlierDetection, DBOutlierScore, DBSCAN, DeLiClu, DistanceStatisticsWithClasses, DistanceStddevOutlier, DWOF, EvaluateRankingQuality, HiCO, HilOut, HiSC, INFLO, KMeansBatchedLloyd, KMeansBisecting, KMeansHybridLloydMacQueen, KMeansLloyd, KMeansMacQueen, KMediansLloyd, KMedoidsEM, KMedoidsPAM, KNNBenchmarkAlgorithm, KNNDistanceOrder, KNNJoin, KNNOutlier, KNNWeightOutlier, LDF, LDOF, LOCI, LOF, MaterializeDistances, NaiveAgglomerativeHierarchicalClustering, NaiveAgglomerativeHierarchicalClustering1, NaiveAgglomerativeHierarchicalClustering2, NaiveAgglomerativeHierarchicalClustering3, NaiveAgglomerativeHierarchicalClustering4, NaiveMeanShiftClustering, ODIN, ODIN, OPTICS, OPTICSOF, RangeQueryBenchmarkAlgorithm, RankingQualityHistogram, SameSizeKMeansAlgorithm, SimpleCOP, SimpleKernelDensityLOF, SimplifiedLOF, SLINK, ValidateApproximativeKNNIndex

public interface DistanceBasedAlgorithm<O,D extends Distance<?>>
extends Algorithm

Very broad interface for distance based algorithms.

Field Summary

Fields

Modifier and Type	Field and Description
static OptionID	DISTANCE_FUNCTION_ID OptionID for DISTANCE_FUNCTION_ID.

Method Summary

Methods

Modifier and Type	Method and Description
DistanceFunction<? super O,D>	getDistanceFunction() Returns the distanceFunction.

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

getInputTypeRestriction, run

Field Detail

DISTANCE_FUNCTION_ID

static final OptionID DISTANCE_FUNCTION_ID

OptionID for DISTANCE_FUNCTION_ID.

Method Detail

getDistanceFunction

DistanceFunction<? super O,D> getDistanceFunction()

Returns the distanceFunction.

Returns:

the distanceFunction