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.
|
Modifier and Type | Class and Description |
---|---|
static class |
HiCO.HiCOClusterOrderEntry
Cluster order entry for HiCO.
|
Modifier and Type | Class and Description |
---|---|
class |
ClusterOrderResult<E extends ClusterOrderEntry<?>>
Class to store the result of an ordering clustering algorithm such as OPTICS.
|
class |
GeneralizedOPTICS<O,E extends ClusterOrderEntry<E>>
A trivial generalization of OPTICS that is not restricted to numerical
distances, and serves as a base for several other algorithms (HiCO, HiSC).
|
interface |
OPTICSTypeAlgorithm<E extends ClusterOrderEntry<E>>
Interface for OPTICS type algorithms, that can be analysed by OPTICS Xi etc.
|
Modifier and Type | Class and Description |
---|---|
class |
CorrelationClusterOrderEntry<SELF extends CorrelationClusterOrderEntry<SELF>>
Cluster order entry for correlation-based OPTICS variants.
|
class |
DoubleDistanceClusterOrderEntry
Entry in a
ClusterOrderResult . |
Modifier and Type | Class and Description |
---|---|
static class |
DiSH.DiSHClusterOrderEntry
Cluster order entry for DiSH.
|
static class |
HiSC.HiSCClusterOrderEntry
Cluster order entry for HiSC.
|
Modifier and Type | Interface and Description |
---|---|
interface |
OPTICSDistanceAdapter<E extends ClusterOrderEntry<?>>
Interface to map ClusterOrderEntries to double values to use in the OPTICS
plot.
|
class |
OPTICSPlot<E extends ClusterOrderEntry<?>>
Class to produce an OPTICS plot image.
|
Modifier and Type | Method and Description |
---|---|
static <E extends ClusterOrderEntry<?>> |
OPTICSPlot.canPlot(ClusterOrderResult<E> co)
Test whether this class can produce an OPTICS plot for the given cluster
order.
|
private static <E extends ClusterOrderEntry<?>> |
OPTICSPlot.getAdapterForDistance(ClusterOrderResult<E> co)
Try to find a distance adapter.
|
static <E extends ClusterOrderEntry<?>> |
OPTICSCut.makeOPTICSCut(ClusterOrderResult<E> co,
OPTICSDistanceAdapter<E> adapter,
double epsilon)
Compute an OPTICS cut clustering
|
static <E extends ClusterOrderEntry<?>> |
OPTICSPlot.plotForClusterOrder(ClusterOrderResult<E> co,
VisualizerContext context)
Static method to find an optics plot for a result, or to create a new one
using the given context.
|
Modifier and Type | Method and Description |
---|---|
int |
OPTICSColorAdapter.getColorForEntry(ClusterOrderEntry<?> coe)
Get the color value for a particular cluster order entry.
|
int |
OPTICSColorStatic.getColorForEntry(ClusterOrderEntry<?> coe) |
int |
OPTICSColorFromStylingPolicy.getColorForEntry(ClusterOrderEntry<?> coe) |
Modifier and Type | Class and Description |
---|---|
class |
OPTICSProjection<E extends ClusterOrderEntry<?>>
OPTICS projection.
|
Modifier and Type | Class and Description |
---|---|
class |
OPTICSProjector<E extends ClusterOrderEntry<?>>
Projection for OPTICS plots.
|
Modifier and Type | Class and Description |
---|---|
class |
AbstractOPTICSVisualization<E extends ClusterOrderEntry<?>>
Abstract base class for OPTICS visualizer
|
class |
OPTICSPlotCutVisualization.Instance<E extends ClusterOrderEntry<?>>
Instance.
|
class |
OPTICSSteepAreaVisualization.Instance<E extends ClusterOrderEntry<?>>
Instance
|
Modifier and Type | Method and Description |
---|---|
private int |
OPTICSPlotSelectionVisualization.Instance.getSelectedIndex(List<? extends ClusterOrderEntry<?>> order,
org.w3c.dom.svg.SVGPoint cPt)
Gets the Index of the ClusterOrderEntry where the event occurred
|
Modifier and Type | Field and Description |
---|---|
protected ClusterOrderResult<? extends ClusterOrderEntry<?>> |
ClusterOrderVisualization.Instance.result
The result we visualize
|
Copyright © 2014 ELKI Development Team, Lehr- und Forschungseinheit für Datenbanksysteme, Ludwig-Maximilians-Universität München. License information.