Package | Description |
---|---|
de.lmu.ifi.dbs.elki.application |
Base classes for stand alone applications.
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de.lmu.ifi.dbs.elki.application.cache |
Utility applications for the persistence layer such as distance cache builders.
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de.lmu.ifi.dbs.elki.application.geo |
Application for exploring geo data.
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de.lmu.ifi.dbs.elki.application.greedyensemble |
Greedy ensembles for outlier detection.
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de.lmu.ifi.dbs.elki.application.visualization |
Visualization applications in ELKI.
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de.lmu.ifi.dbs.elki.gui.minigui |
A very simple UI to build ELKI command lines.
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Modifier and Type | Class and Description |
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class |
ComputeSingleColorHistogram
Application that computes the color histogram vector for a single image.
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class |
ConvertToBundleApplication
Convert an input file to the more efficient ELKI bundle format.
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class |
GeneratorXMLSpec
Generate a data set based on a specified model (using an XML specification)
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class |
KDDCLIApplication
Provides a KDDCLIApplication that can be used to perform any algorithm
implementing
Algorithm using any DatabaseConnection
implementing
DatabaseConnection . |
Modifier and Type | Field and Description |
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static Class<? extends AbstractApplication> |
ELKILauncher.DEFAULT_APPLICATION
Application to run by default.
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Modifier and Type | Method and Description |
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protected abstract AbstractApplication |
AbstractApplication.Parameterizer.makeInstance() |
Modifier and Type | Class and Description |
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class |
CacheDoubleDistanceInOnDiskMatrix<O,D extends NumberDistance<D,?>>
Wrapper to convert a traditional text-serialized result into a on-disk matrix
for random access.
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class |
CacheFloatDistanceInOnDiskMatrix<O,D extends NumberDistance<D,?>>
Wrapper to convert a traditional text-serialized result into a on-disk matrix
for random access.
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Modifier and Type | Class and Description |
---|---|
class |
VisualizeGeodesicDistances
Visualization function for Cross-track distance function
TODO: make resolution configurable.
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Modifier and Type | Class and Description |
---|---|
class |
ComputeKNNOutlierScores<O,D extends NumberDistance<D,?>>
Application that runs a series of kNN-based algorithms on a data set, for
building an ensemble in a second step.
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class |
GreedyEnsembleExperiment
Class to load an outlier detection summary file, as produced by
ComputeKNNOutlierScores , and compute a naive ensemble for it. |
class |
VisualizePairwiseGainMatrix
Class to load an outlier detection summary file, as produced by
ComputeKNNOutlierScores , and compute a matrix with the pairwise
gains. |
Modifier and Type | Method and Description |
---|---|
protected AbstractApplication |
GreedyEnsembleExperiment.Parameterizer.makeInstance() |
protected AbstractApplication |
VisualizePairwiseGainMatrix.Parameterizer.makeInstance() |
protected AbstractApplication |
ComputeKNNOutlierScores.Parameterizer.makeInstance() |
Modifier and Type | Class and Description |
---|---|
class |
KNNExplorer<O extends NumberVector<?>,D extends NumberDistance<D,?>>
User application to explore the k Nearest Neighbors for a given data set and
distance function.
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Modifier and Type | Class and Description |
---|---|
class |
MiniGUI
Minimal GUI built around a table-based parameter editor.
|