| Package | Description | 
|---|---|
| de.lmu.ifi.dbs.elki.algorithm | 
 Algorithms suitable as a task for the  
KDDTask main routine. | 
| de.lmu.ifi.dbs.elki.algorithm.benchmark | 
 Benchmarking pseudo algorithms. 
 | 
| de.lmu.ifi.dbs.elki.algorithm.clustering | 
 Clustering algorithms. 
 | 
| de.lmu.ifi.dbs.elki.algorithm.clustering.hierarchical | |
| de.lmu.ifi.dbs.elki.algorithm.outlier | 
 Outlier detection algorithms 
 | 
| de.lmu.ifi.dbs.elki.algorithm.outlier.lof | 
 LOF family of outlier detection algorithms. 
 | 
| de.lmu.ifi.dbs.elki.algorithm.outlier.spatial | 
 Spatial outlier detection algorithms 
 | 
| de.lmu.ifi.dbs.elki.algorithm.statistics | 
 Statistical analysis algorithms
 
  The algorithms in this package perform statistical analysis of the data
  (e.g. compute distributions, distance distributions etc.) 
 | 
| tutorial.clustering | 
 Classes from the tutorial on implementing a custom k-means variation. 
 | 
| tutorial.outlier | 
| Modifier and Type | Class and Description | 
|---|---|
static class  | 
KNNDistanceOrder.Parameterizer<O,D extends Distance<D>>
Parameterization class. 
 | 
static class  | 
MaterializeDistances.Parameterizer<O,D extends NumberDistance<D,?>>
Parameterization class. 
 | 
| Modifier and Type | Class and Description | 
|---|---|
static class  | 
KNNBenchmarkAlgorithm.Parameterizer<O,D extends Distance<D>>
Parameterization class 
 | 
static class  | 
RangeQueryBenchmarkAlgorithm.Parameterizer<O extends NumberVector<?>,D extends NumberDistance<D,?>>
Parameterization class 
 | 
static class  | 
ValidateApproximativeKNNIndex.Parameterizer<O,D extends Distance<D>>
Parameterization class 
 | 
| Modifier and Type | Class and Description | 
|---|---|
static class  | 
CanopyPreClustering.Parameterizer<O,D extends Distance<D>>
Parameterization class 
 | 
static class  | 
DBSCAN.Parameterizer<O,D extends Distance<D>>
Parameterization class. 
 | 
static class  | 
DeLiClu.Parameterizer<NV extends NumberVector<?>,D extends Distance<D>>
Parameterization class. 
 | 
static class  | 
NaiveMeanShiftClustering.Parameterizer<V extends NumberVector<?>,D extends NumberDistance<D,?>>
Parameterizer. 
 | 
static class  | 
OPTICS.Parameterizer<O,D extends Distance<D>>
Parameterization class. 
 | 
| Modifier and Type | Class and Description | 
|---|---|
static class  | 
NaiveAgglomerativeHierarchicalClustering.Parameterizer<O,D extends NumberDistance<D,?>>
Parameterization class 
 | 
static class  | 
SLINK.Parameterizer<O,D extends Distance<D>>
Parameterization class. 
 | 
| Modifier and Type | Class and Description | 
|---|---|
static class  | 
AbstractDBOutlier.Parameterizer<O,D extends Distance<D>>
Parameterization class. 
 | 
static class  | 
COP.Parameterizer<V extends NumberVector<?>,D extends NumberDistance<D,?>>
Parameterization class. 
 | 
static class  | 
DBOutlierDetection.Parameterizer<O,D extends Distance<D>>
Parameterization class. 
 | 
static class  | 
DBOutlierScore.Parameterizer<O,D extends Distance<D>>
Parameterization class. 
 | 
static class  | 
DWOF.Parameterizer<O,D extends NumberDistance<D,?>>
Parameterization class. 
 | 
static class  | 
KNNOutlier.Parameterizer<O,D extends NumberDistance<D,?>>
Parameterization class. 
 | 
static class  | 
KNNWeightOutlier.Parameterizer<O,D extends NumberDistance<D,?>>
Parameterization class. 
 | 
static class  | 
ODIN.Parameterizer<O,D extends Distance<D>>
Parameterization class. 
 | 
static class  | 
OPTICSOF.Parameterizer<O,D extends NumberDistance<D,?>>
Parameterization class. 
 | 
static class  | 
ReferenceBasedOutlierDetection.Parameterizer<V extends NumberVector<?>,D extends NumberDistance<D,?>>
Parameterization class. 
 | 
static class  | 
SimpleCOP.Parameterizer<V extends NumberVector<?>,D extends NumberDistance<D,?>>
Parameterization class. 
 | 
| Modifier and Type | Class and Description | 
|---|---|
static class  | 
FlexibleLOF.Parameterizer<O,D extends NumberDistance<D,?>>
Parameterization class. 
 | 
static class  | 
INFLO.Parameterizer<O,D extends NumberDistance<D,?>>
Parameterization class. 
 | 
static class  | 
LDF.Parameterizer<O extends NumberVector<?>,D extends NumberDistance<D,?>>
Parameterization class. 
 | 
static class  | 
LDOF.Parameterizer<O,D extends NumberDistance<D,?>>
Parameterization class. 
 | 
static class  | 
LOCI.Parameterizer<O,D extends NumberDistance<D,?>>
Parameterization class. 
 | 
static class  | 
LOF.Parameterizer<O,D extends NumberDistance<D,?>>
Parameterization class. 
 | 
static class  | 
OnlineLOF.Parameterizer<O,D extends NumberDistance<D,?>>
Parameterization class. 
 | 
static class  | 
SimpleKernelDensityLOF.Parameterizer<O extends NumberVector<?>,D extends NumberDistance<D,?>>
Parameterization class. 
 | 
static class  | 
SimplifiedLOF.Parameterizer<O,D extends NumberDistance<D,?>>
Parameterization class. 
 | 
| Modifier and Type | Class and Description | 
|---|---|
static class  | 
CTLuGLSBackwardSearchAlgorithm.Parameterizer<V extends NumberVector<?>,D extends NumberDistance<D,?>>
Parameterization class 
 | 
static class  | 
CTLuRandomWalkEC.Parameterizer<N,D extends NumberDistance<D,?>>
Parameterization class. 
 | 
| Modifier and Type | Class and Description | 
|---|---|
static class  | 
AveragePrecisionAtK.Parameterizer<V extends NumberVector<?>,D extends NumberDistance<D,?>>
Parameterization class. 
 | 
static class  | 
DistanceStatisticsWithClasses.Parameterizer<O,D extends NumberDistance<D,?>>
Parameterization class. 
 | 
static class  | 
EvaluateRankingQuality.Parameterizer<V extends NumberVector<?>,D extends NumberDistance<D,?>>
Parameterization class. 
 | 
static class  | 
RankingQualityHistogram.Parameterizer<O,D extends NumberDistance<D,?>>
Parameterization class. 
 | 
| Modifier and Type | Class and Description | 
|---|---|
static class  | 
NaiveAgglomerativeHierarchicalClustering1.Parameterizer<O,D extends NumberDistance<D,?>>
Parameterization class 
 | 
static class  | 
NaiveAgglomerativeHierarchicalClustering2.Parameterizer<O,D extends NumberDistance<D,?>>
Parameterization class 
 | 
static class  | 
NaiveAgglomerativeHierarchicalClustering3.Parameterizer<O,D extends NumberDistance<D,?>>
Parameterization class 
 | 
static class  | 
NaiveAgglomerativeHierarchicalClustering4.Parameterizer<O,D extends NumberDistance<D,?>>
Parameterization class 
 | 
| Modifier and Type | Class and Description | 
|---|---|
static class  | 
DistanceStddevOutlier.Parameterizer<O,D extends NumberDistance<D,?>>
Parameterization class 
 |