Package | Description |
---|---|
de.lmu.ifi.dbs.elki.application |
Base classes for standalone applications.
|
de.lmu.ifi.dbs.elki.application.cache |
Utility applications for the persistence layer such as distance cache
builders.
|
de.lmu.ifi.dbs.elki.application.experiments |
Packaged experiments to make them easy to reproduce.
|
de.lmu.ifi.dbs.elki.application.greedyensemble |
Greedy ensembles for outlier detection.
|
de.lmu.ifi.dbs.elki.gui.minigui |
A very simple UI to build ELKI command lines
|
de.lmu.ifi.dbs.elki.gui.multistep |
Multi-step GUI for ELKI
|
Modifier and Type | Class and Description |
---|---|
class |
ClassifierHoldoutEvaluationTask<O>
Evaluate a classifier.
|
class |
ConvertToBundleApplication
Convert an input file to the more efficient ELKI bundle format.
|
class |
GeneratorXMLSpec
Generate a data set based on a specified model (using an XML specification)
|
class |
KDDCLIApplication
Basic command line application for Knowledge Discovery in Databases use
cases.
|
Modifier and Type | Field and Description |
---|---|
static java.lang.Class<? extends AbstractApplication> |
ELKILauncher.DEFAULT_APPLICATION
Application to run by default.
|
Modifier and Type | Method and Description |
---|---|
protected abstract AbstractApplication |
AbstractApplication.Parameterizer.makeInstance() |
Modifier and Type | Class and Description |
---|---|
class |
CacheDoubleDistanceInOnDiskMatrix<O>
Precompute an on-disk distance matrix, using double precision.
|
class |
CacheDoubleDistanceKNNLists<O>
Precompute the k nearest neighbors in a disk cache.
|
class |
CacheDoubleDistanceRangeQueries<O>
Precompute the k nearest neighbors in a disk cache.
|
class |
CacheFloatDistanceInOnDiskMatrix<O>
Precompute an on-disk distance matrix, using float precision.
|
class |
PrecomputeDistancesAsciiApplication<O>
Application to precompute pairwise distances into an ascii file.
|
Modifier and Type | Class and Description |
---|---|
class |
EvaluateIntrinsicDimensionalityEstimators
Class for testing the estimation quality of intrinsic dimensionality
estimators.
|
class |
VisualizeGeodesicDistances
Visualization function for Cross-track, Along-track, and minimum distance
function.
|
Modifier and Type | Class and Description |
---|---|
class |
ComputeKNNOutlierScores<O extends NumberVector>
Application that runs a series of kNN-based algorithms on a data set, for
building an ensemble in a second step.
|
class |
EvaluatePrecomputedOutlierScores
Class to load an outlier detection summary file, as produced by
ComputeKNNOutlierScores , and compute popular evaluation metrics for
it. |
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 | Class and Description |
---|---|
class |
MiniGUI
Minimal GUI built around a table-based parameter editor.
|
Modifier and Type | Field and Description |
---|---|
private java.lang.Class<? extends AbstractApplication> |
MiniGUI.maincls
Application to configure / run.
|
Modifier and Type | Class and Description |
---|---|
class |
MultiStepGUI
Experimenter-style multi step GUI.
|
Copyright © 2019 ELKI Development Team. License information.