Uses of Package
elki.clustering.optics

Packages that use elki.clustering.optics

Package	Description
elki.clustering.correlation	Correlation clustering algorithms.
elki.clustering.hierarchical	Hierarchical agglomerative clustering (HAC).
elki.clustering.optics	OPTICS family of clustering algorithms.
elki.clustering.subspace	Axis-parallel subspace clustering algorithms.
elki.visualization.opticsplot	Code for drawing OPTICS plots.
elki.visualization.projections	Visualization projections.
elki.visualization.projector	Projectors are responsible for finding appropriate projections for data relations.
elki.visualization.visualizers.optics	Visualizers that do work on OPTICS plots.
elki.visualization.visualizers.scatterplot.cluster	Visualizers for clustering results based on 2D projections.

Classes in elki.clustering.optics used by elki.clustering.correlation

Class	Description
ClusterOrder	Class to store the result of an ordering clustering algorithm such as OPTICS.
CorrelationClusterOrder	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).
GeneralizedOPTICS.Instance	Instance for processing a single data set.
OPTICSTypeAlgorithm	Interface for OPTICS type algorithms, that can be analyzed by OPTICS Xi etc.

Classes in elki.clustering.optics used by elki.clustering.hierarchical

Class	Description
OPTICSTypeAlgorithm	Interface for OPTICS type algorithms, that can be analyzed by OPTICS Xi etc.

Classes in elki.clustering.optics used by elki.clustering.optics

Class	Description
AbstractOPTICS	The OPTICS algorithm for density-based hierarchical clustering.
ClusterOrder	Class to store the result of an ordering clustering algorithm such as OPTICS.
DeLiClu	DeliClu: Density-Based Hierarchical Clustering
DeLiClu.SpatialObjectPair	Encapsulates an entry in the cluster order.
FastOPTICS	FastOPTICS algorithm (Fast approximation of OPTICS)
OPTICSHeap	The OPTICS algorithm for density-based hierarchical clustering.
OPTICSHeapEntry	Entry in the priority heap.
OPTICSList	The OPTICS algorithm for density-based hierarchical clustering.
OPTICSTypeAlgorithm	Interface for OPTICS type algorithms, that can be analyzed by OPTICS Xi etc.
OPTICSXi	Extract clusters from OPTICS plots using the original ξ (Xi) extraction, which defines steep areas if the reachability drops below 1-ξ, respectively increases to 1+ξ, of the current value, then constructs valleys that begin with a steep down, and end with a matching steep up area.
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.

Classes in elki.clustering.optics used by elki.clustering.subspace

Class	Description
ClusterOrder	Class to store the result of an ordering clustering algorithm such as OPTICS.
CorrelationClusterOrder	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).
GeneralizedOPTICS.Instance	Instance for processing a single data set.
OPTICSTypeAlgorithm	Interface for OPTICS type algorithms, that can be analyzed by OPTICS Xi etc.

Classes in elki.clustering.optics used by elki.visualization.opticsplot

Class	Description
ClusterOrder	Class to store the result of an ordering clustering algorithm such as OPTICS.

Classes in elki.clustering.optics used by elki.visualization.projections

Class	Description
ClusterOrder	Class to store the result of an ordering clustering algorithm such as OPTICS.

Classes in elki.clustering.optics used by elki.visualization.projector

Class	Description
ClusterOrder	Class to store the result of an ordering clustering algorithm such as OPTICS.

Classes in elki.clustering.optics used by elki.visualization.visualizers.optics

Class	Description
ClusterOrder	Class to store the result of an ordering clustering algorithm such as OPTICS.
OPTICSXi.SteepAreaResult	Result containing the xi-steep areas.

Classes in elki.clustering.optics used by elki.visualization.visualizers.scatterplot.cluster

Class	Description
ClusterOrder	Class to store the result of an ordering clustering algorithm such as OPTICS.