| Package | Description | 
|---|---|
| de.lmu.ifi.dbs.elki.algorithm | 
 Algorithms suitable as a task for the  
KDDTask
 main routine. | 
| de.lmu.ifi.dbs.elki.algorithm.clustering.kmeans | 
 K-means clustering and variations 
 | 
| de.lmu.ifi.dbs.elki.algorithm.clustering.kmeans.parallel | 
 Parallelized implementations of k-means. 
 | 
| de.lmu.ifi.dbs.elki.algorithm.outlier.distance | 
 Distance-based outlier detection algorithms, such as DBOutlier and kNN. 
 | 
| de.lmu.ifi.dbs.elki.algorithm.statistics | 
 Statistical analysis algorithms. 
 | 
| Modifier and Type | Class and Description | 
|---|---|
static class  | 
DependencyDerivator.Parameterizer<V extends NumberVector>
Parameterization class. 
 | 
| Modifier and Type | Class and Description | 
|---|---|
static class  | 
AbstractKMeans.Parameterizer<V extends NumberVector>
Parameterization class. 
 | 
static class  | 
KMeansAnnulus.Parameterizer<V extends NumberVector>
Parameterization class. 
 | 
static class  | 
KMeansCompare.Parameterizer<V extends NumberVector>
Parameterization class. 
 | 
static class  | 
KMeansElkan.Parameterizer<V extends NumberVector>
Parameterization class. 
 | 
static class  | 
KMeansExponion.Parameterizer<V extends NumberVector>
Parameterization class. 
 | 
static class  | 
KMeansHamerly.Parameterizer<V extends NumberVector>
Parameterization class. 
 | 
static class  | 
KMeansLloyd.Parameterizer<V extends NumberVector>
Parameterization class. 
 | 
static class  | 
KMeansMacQueen.Parameterizer<V extends NumberVector>
Parameterization class. 
 | 
static class  | 
KMeansMinusMinus.Parameterizer<V extends NumberVector>
Parameterization class. 
 | 
static class  | 
KMeansSimplifiedElkan.Parameterizer<V extends NumberVector>
Parameterization class. 
 | 
static class  | 
KMeansSort.Parameterizer<V extends NumberVector>
Parameterization class. 
 | 
static class  | 
KMediansLloyd.Parameterizer<V extends NumberVector>
Parameterization class. 
 | 
static class  | 
SingleAssignmentKMeans.Parameterizer<V extends NumberVector>
Parameterization class. 
 | 
static class  | 
XMeans.Parameterizer<V extends NumberVector,M extends MeanModel>
Parameterization class. 
 | 
| Modifier and Type | Class and Description | 
|---|---|
static class  | 
ParallelLloydKMeans.Parameterizer<V extends NumberVector>
Parameterization class 
 | 
| Modifier and Type | Class and Description | 
|---|---|
static class  | 
ReferenceBasedOutlierDetection.Parameterizer
Parameterization class. 
 | 
| Modifier and Type | Class and Description | 
|---|---|
static class  | 
HopkinsStatisticClusteringTendency.Parameterizer
Parameterization class. 
 | 
Copyright © 2019 ELKI Development Team. License information.