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.
|
de.lmu.ifi.dbs.elki.visualization.opticsplot |
Code for drawing OPTICS plots
|
de.lmu.ifi.dbs.elki.visualization.projections |
Visualization projections
|
de.lmu.ifi.dbs.elki.visualization.projector |
Projectors are responsible for finding appropriate projections for data relations.
|
de.lmu.ifi.dbs.elki.visualization.visualizers.optics |
Visualizers that do work on OPTICS plots
|
de.lmu.ifi.dbs.elki.visualization.visualizers.scatterplot.cluster |
Visualizers for clustering results based on 2D projections.
|
Class and Description |
---|
ClusterOrderEntry
Generic Cluster Order Entry Interface.
|
ClusterOrderResult
Class to store the result of an ordering clustering algorithm such as OPTICS.
|
CorrelationClusterOrderEntry
Cluster order entry for correlation-based OPTICS variants.
|
GeneralizedOPTICS
A trivial generalization of OPTICS that is not restricted to numerical
distances, and serves as a base for several other algorithms (HiCO, HiSC).
|
OPTICSTypeAlgorithm
Interface for OPTICS type algorithms, that can be analysed by OPTICS Xi etc.
|
Class and Description |
---|
ClusterOrderEntry
Generic Cluster Order Entry Interface.
|
ClusterOrderResult
Class to store the result of an ordering clustering algorithm such as OPTICS.
|
CorrelationClusterOrderEntry
Cluster order entry for correlation-based OPTICS variants.
|
DeLiClu
DeliClu: Density-Based Hierarchical Clustering, a hierarchical algorithm to
find density-connected sets in a database.
|
DeLiClu.SpatialObjectPair
Encapsulates an entry in the cluster order.
|
DoubleDistanceClusterOrderEntry
Entry in a
ClusterOrderResult . |
OPTICS
The OPTICS algorithm for density-based hierarchical clustering.
|
OPTICSTypeAlgorithm
Interface for OPTICS type algorithms, that can be analysed by OPTICS Xi etc.
|
OPTICSXi
Class to handle OPTICS Xi extraction.
|
OPTICSXi.SteepArea
Data structure to represent a steep-down-area for the xi method.
|
OPTICSXi.SteepDownArea
Data structure to represent a steep-down-area for the xi method.
|
Class and Description |
---|
ClusterOrderEntry
Generic Cluster Order Entry Interface.
|
ClusterOrderResult
Class to store the result of an ordering clustering algorithm such as OPTICS.
|
CorrelationClusterOrderEntry
Cluster order entry for correlation-based OPTICS variants.
|
GeneralizedOPTICS
A trivial generalization of OPTICS that is not restricted to numerical
distances, and serves as a base for several other algorithms (HiCO, HiSC).
|
OPTICSTypeAlgorithm
Interface for OPTICS type algorithms, that can be analysed by OPTICS Xi etc.
|
Class and Description |
---|
ClusterOrderEntry
Generic Cluster Order Entry Interface.
|
ClusterOrderResult
Class to store the result of an ordering clustering algorithm such as OPTICS.
|
CorrelationClusterOrderEntry
Cluster order entry for correlation-based OPTICS variants.
|
DoubleDistanceClusterOrderEntry
Entry in a
ClusterOrderResult . |
Class and Description |
---|
ClusterOrderEntry
Generic Cluster Order Entry Interface.
|
ClusterOrderResult
Class to store the result of an ordering clustering algorithm such as OPTICS.
|
Class and Description |
---|
ClusterOrderEntry
Generic Cluster Order Entry Interface.
|
ClusterOrderResult
Class to store the result of an ordering clustering algorithm such as OPTICS.
|
Class and Description |
---|
ClusterOrderEntry
Generic Cluster Order Entry Interface.
|
ClusterOrderResult
Class to store the result of an ordering clustering algorithm such as OPTICS.
|
OPTICSXi.SteepAreaResult
Result containing the chi-steep areas.
|
Class and Description |
---|
ClusterOrderEntry
Generic Cluster Order Entry Interface.
|
ClusterOrderResult
Class to store the result of an ordering clustering algorithm such as OPTICS.
|
Copyright © 2014 ELKI Development Team, Lehr- und Forschungseinheit für Datenbanksysteme, Ludwig-Maximilians-Universität München. License information.