Package | Description |
---|---|
de.lmu.ifi.dbs.elki.algorithm.clustering |
Clustering algorithms.
|
de.lmu.ifi.dbs.elki.algorithm.clustering.correlation |
Correlation clustering algorithms
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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 |
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class |
DeLiClu<NV extends NumberVector<?>,D extends Distance<D>>
DeLiClu provides the DeLiClu algorithm, a hierarchical algorithm to find
density-connected sets in a database.
|
class |
OPTICS<O,D extends Distance<D>>
OPTICS provides the OPTICS algorithm.
|
Modifier and Type | Field and Description |
---|---|
(package private) OPTICSTypeAlgorithm<N> |
OPTICSXi.optics
The actual algorithm we use.
|
protected OPTICSTypeAlgorithm<D> |
OPTICSXi.Parameterizer.optics |
Constructor and Description |
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OPTICSXi(OPTICSTypeAlgorithm<N> optics,
double xi)
Constructor.
|
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 |
HiSC<V extends NumberVector<?>>
Implementation of the HiSC algorithm, an algorithm for detecting hierarchies
of subspace clusters.
|