Package | Description |
---|---|
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.
|
Modifier and Type | Class and Description |
---|---|
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).
|
Modifier and Type | Class and Description |
---|---|
class |
CorrelationClusterOrder
Cluster order entry for correlation-based OPTICS variants.
|
Modifier and Type | Field and Description |
---|---|
(package private) ClusterOrder |
OPTICSList.Instance.clusterOrder
Output cluster order.
|
(package private) ClusterOrder |
OPTICSHeap.Instance.clusterOrder
Output cluster order.
|
(package private) ClusterOrder |
OPTICSXi.SteepScanPosition.co
Cluster order
|
(package private) ClusterOrder |
FastOPTICS.order
Result: output order of points
|
Modifier and Type | Method and Description |
---|---|
ClusterOrder |
OPTICSList.Instance.run()
Process the data set.
|
ClusterOrder |
OPTICSHeap.Instance.run()
Process the data set.
|
ClusterOrder |
OPTICSTypeAlgorithm.run(Database database) |
ClusterOrder |
DeLiClu.run(Database database,
Relation<NV> relation) |
abstract ClusterOrder |
AbstractOPTICS.run(Database db,
Relation<O> relation)
Run OPTICS on the database.
|
abstract ClusterOrder |
GeneralizedOPTICS.run(Database db,
Relation<O> relation)
Run OPTICS on the database.
|
ClusterOrder |
OPTICSList.run(Database db,
Relation<O> relation) |
ClusterOrder |
OPTICSHeap.run(Database db,
Relation<O> relation) |
ClusterOrder |
FastOPTICS.run(Database db,
Relation<V> rel)
Run the algorithm.
|
Modifier and Type | Method and Description |
---|---|
protected void |
FastOPTICS.expandClusterOrder(DBID ipt,
ClusterOrder order,
DistanceQuery<V> dq,
FiniteProgress prog)
OPTICS algorithm for processing a point, but with different density
estimates
|
private Clustering<OPTICSModel> |
OPTICSXi.extractClusters(ClusterOrder clusterOrderResult,
Relation<?> relation,
double ixi,
int minpts)
Extract clusters from a cluster order result.
|
Constructor and Description |
---|
OPTICSXi.SteepScanPosition(ClusterOrder co)
Constructor.
|
Modifier and Type | Class and Description |
---|---|
static class |
DiSH.DiSHClusterOrder
DiSH cluster order.
|
Modifier and Type | Method and Description |
---|---|
ClusterOrder |
HiSC.run(Database db,
Relation<V> relation) |
Copyright © 2015 ELKI Development Team, Lehr- und Forschungseinheit für Datenbanksysteme, Ludwig-Maximilians-Universität München. License information.