Package | Description |
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de.lmu.ifi.dbs.elki.data.model |
Cluster models classes for various algorithms
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de.lmu.ifi.dbs.elki.data.synthetic.bymodel |
Generator using a distribution model specified in an XML configuration file
GeneratorXMLSpec is a standalone
application that loads an XML specification file and generates a synthetic
data set according to the specifications given. |
Modifier and Type | Field and Description |
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private GeneratorInterface |
GeneratorModel.generator
Cluster generator.
|
Modifier and Type | Method and Description |
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GeneratorInterface |
GeneratorModel.getGenerator()
Get the cluster generator.
|
Constructor and Description |
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GeneratorModel(GeneratorInterface generator,
double[] mean)
Constructor with mean.
|
Modifier and Type | Interface and Description |
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interface |
GeneratorInterfaceDynamic
Interface for a dynamic cluster generator.
|
Modifier and Type | Class and Description |
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class |
GeneratorSingleCluster
Class to generate a single cluster according to a model as well as getting
the density of a given model at that point (to evaluate generated points
according to the same model)
|
class |
GeneratorStatic
Class for static clusters, that is an implementation of GeneratorInterface
that will return only a given set of points.
|
Modifier and Type | Field and Description |
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private GeneratorInterface |
GeneratorMain.AssignLabelsByDensity.curclus
Current cluster generator.
|
Modifier and Type | Field and Description |
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protected java.util.ArrayList<GeneratorInterface> |
GeneratorMain.generators
List of clusters to generate.
|
Modifier and Type | Method and Description |
---|---|
java.util.List<GeneratorInterface> |
GeneratorMain.getGenerators()
Access the generators.
|
Modifier and Type | Method and Description |
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void |
GeneratorMain.addCluster(GeneratorInterface c)
Add a cluster to the cluster list.
|
void |
GeneratorMain.AssignPoint.newCluster(int i,
GeneratorInterface curclus)
Set the current cluster.
|
void |
GeneratorMain.AssignLabelsByDensity.newCluster(int i,
GeneratorInterface curclus) |
Modifier and Type | Method and Description |
---|---|
private double[][] |
GeneratorMain.AssignLabelsByDistance.clusterCenters(java.util.ArrayList<GeneratorInterface> generators,
ClassLabel[] labels)
Compute the cluster centers for each cluster.
|
private void |
GeneratorMain.initLabelsAndModels(java.util.ArrayList<GeneratorInterface> generators,
ClassLabel[] labels,
Model[] models,
java.util.regex.Pattern reassign)
Initialize cluster labels and models.
|
Copyright © 2019 ELKI Development Team. License information.