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
The algorithms in this package perform statistical analysis of the data
(e.g. compute distributions, distance distributions etc.)
|
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 |
KMeansBatchedLloyd.Parameterizer<V extends NumberVector>
Parameterization class.
|
static class |
KMeansElkan.Parameterizer<V extends NumberVector>
Parameterization class.
|
static class |
KMeansHamerly.Parameterizer<V extends NumberVector>
Parameterization class.
|
static class |
KMeansHybridLloydMacQueen.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 |
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 © 2015 ELKI Development Team, Lehr- und Forschungseinheit für Datenbanksysteme, Ludwig-Maximilians-Universität München. License information.