Package | Description |
---|---|
de.lmu.ifi.dbs.elki.algorithm.clustering.subspace |
Axis-parallel subspace clustering algorithms.
|
de.lmu.ifi.dbs.elki.algorithm.outlier.subspace |
Subspace outlier detection methods.
|
Modifier and Type | Class and Description |
---|---|
class |
CLIQUE<V extends NumberVector>
Implementation of the CLIQUE algorithm, a grid-based algorithm to identify
dense clusters in subspaces of maximum dimensionality.
|
class |
DiSH<V extends NumberVector>
Algorithm for detecting subspace hierarchies.
|
class |
DOC<V extends NumberVector>
The DOC algorithm, and it's heuristic variant, FastDOC.
|
class |
P3C<V extends NumberVector>
P3C: A Robust Projected Clustering Algorithm.
|
class |
PROCLUS<V extends NumberVector>
The PROCLUS algorithm, an algorithm to find subspace clusters in high
dimensional spaces.
|
class |
SUBCLU<V extends NumberVector>
Implementation of the SUBCLU algorithm, an algorithm to detect arbitrarily
shaped and positioned clusters in subspaces.
|
Modifier and Type | Field and Description |
---|---|
protected SubspaceClusteringAlgorithm<? extends SubspaceModel> |
OutRankS1.Parameterizer.algorithm
Clustering algorithm to run.
|
protected SubspaceClusteringAlgorithm<? extends SubspaceModel> |
OutRankS1.clusteralg
Clustering algorithm to run.
|
Constructor and Description |
---|
OutRankS1(SubspaceClusteringAlgorithm<? extends SubspaceModel> clusteralg,
double alpha)
Constructor.
|
Copyright © 2015 ELKI Development Team, Lehr- und Forschungseinheit für Datenbanksysteme, Ludwig-Maximilians-Universität München. License information.