Package | Description |
---|---|
de.lmu.ifi.dbs.elki.algorithm.clustering.correlation |
Correlation clustering algorithms
|
de.lmu.ifi.dbs.elki.algorithm.clustering.optics |
OPTICS family of clustering algorithms.
|
de.lmu.ifi.dbs.elki.algorithm.clustering.subspace |
Axis-parallel subspace clustering algorithms
The clustering algorithms in this package are instances of both, projected clustering algorithms or
subspace clustering algorithms according to the classical but somewhat obsolete classification schema
of clustering algorithms for axis-parallel subspaces.
|
Modifier and Type | Class and Description |
---|---|
class |
HiCO<V extends NumberVector>
Implementation of the HiCO algorithm, an algorithm for detecting hierarchies
of correlation clusters.
|
Modifier and Type | Class and Description |
---|---|
class |
AbstractOPTICS<O>
The OPTICS algorithm for density-based hierarchical clustering.
|
class |
DeLiClu<NV extends NumberVector>
DeliClu: Density-Based Hierarchical Clustering, a hierarchical algorithm to
find density-connected sets in a database.
|
class |
FastOPTICS<V extends NumberVector>
FastOPTICS algorithm (Fast approximation of OPTICS)
Note that this is not FOPTICS as in "Fuzzy OPTICS"!
|
class |
GeneralizedOPTICS<O,R extends ClusterOrder>
A trivial generalization of OPTICS that is not restricted to numerical
distances, and serves as a base for several other algorithms (HiCO, HiSC).
|
class |
OPTICSHeap<O>
The OPTICS algorithm for density-based hierarchical clustering.
|
class |
OPTICSList<O>
The OPTICS algorithm for density-based hierarchical clustering.
|
Modifier and Type | Field and Description |
---|---|
(package private) OPTICSTypeAlgorithm |
OPTICSXi.optics
The actual algorithm we use.
|
protected OPTICSTypeAlgorithm |
OPTICSXi.Parameterizer.optics |
Constructor and Description |
---|
OPTICSXi(OPTICSTypeAlgorithm optics,
double xi)
Constructor.
|
OPTICSXi(OPTICSTypeAlgorithm optics,
double xi,
boolean nocorrect,
boolean keepsteep)
Constructor.
|
Modifier and Type | Class and Description |
---|---|
class |
HiSC<V extends NumberVector>
Implementation of the HiSC algorithm, an algorithm for detecting hierarchies
of subspace clusters.
|
Copyright © 2015 ELKI Development Team, Lehr- und Forschungseinheit für Datenbanksysteme, Ludwig-Maximilians-Universität München. License information.