| Package | Description |
|---|---|
| de.lmu.ifi.dbs.elki.algorithm |
Algorithms suitable as a task for the
KDDTask main routine. |
| de.lmu.ifi.dbs.elki.algorithm.clustering |
Clustering algorithms
Clustering algorithms are supposed to implement the
Algorithm-Interface. |
| de.lmu.ifi.dbs.elki.algorithm.clustering.correlation |
Correlation clustering algorithms
|
| de.lmu.ifi.dbs.elki.algorithm.clustering.correlation.cash |
Helper classes for the
CASH algorithm. |
| 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.algorithm.clustering.trivial |
Trivial clustering algorithms: all in one, no clusters, label clusterings
These methods are mostly useful for providing a reference result in evaluation.
|
| de.lmu.ifi.dbs.elki.algorithm.outlier |
Outlier detection algorithms
|
| de.lmu.ifi.dbs.elki.algorithm.outlier.meta |
Meta outlier detection algorithms: external scores, score rescaling.
|
| de.lmu.ifi.dbs.elki.algorithm.outlier.spatial |
Spatial outlier detection algorithms
|
| de.lmu.ifi.dbs.elki.algorithm.outlier.spatial.neighborhood |
Spatial outlier neighborhood classes
|
| de.lmu.ifi.dbs.elki.algorithm.outlier.trivial |
Trivial outlier detection algorithms: no outliers, all outliers, label outliers.
|
| de.lmu.ifi.dbs.elki.algorithm.statistics |
Statistical analysis algorithms
The algorithms in this package perform statistical analysis of the data
(e.g. compute distributions, distance distributions etc.)
|
| de.lmu.ifi.dbs.elki.application |
Base classes for stand alone 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.internal |
Internal utilities for development.
|
| de.lmu.ifi.dbs.elki.application.jsmap |
JavaScript based map client - server architecture.
|
| de.lmu.ifi.dbs.elki.database |
ELKI database layer - loading, storing, indexing and accessing data
|
| de.lmu.ifi.dbs.elki.database.ids.integer |
Integer-based DBID implementation --
do not use directly - always use
DBIDUtil. |
| de.lmu.ifi.dbs.elki.datasource |
Data normalization (and reconstitution) of data sets.
|
| de.lmu.ifi.dbs.elki.datasource.filter |
Data filtering, in particular for normalization and projection.
|
| de.lmu.ifi.dbs.elki.datasource.parser |
Parsers for different file formats and data types.
|
| de.lmu.ifi.dbs.elki.distance.distancefunction.correlation |
Distance functions using correlations.
|
| de.lmu.ifi.dbs.elki.distance.distancefunction.subspace |
Distance functions based on subspaces.
|
| de.lmu.ifi.dbs.elki.evaluation.histogram |
Functionality for the evaluation of algorithms using histograms.
|
| de.lmu.ifi.dbs.elki.evaluation.outlier |
Evaluate an outlier score using a misclassification based cost model.
|
| de.lmu.ifi.dbs.elki.evaluation.paircounting |
Evaluation of clustering results via pair counting.
|
| de.lmu.ifi.dbs.elki.evaluation.roc |
Evaluation of rankings using ROC AUC (Receiver Operation Characteristics - Area Under Curve)
|
| de.lmu.ifi.dbs.elki.evaluation.similaritymatrix |
Render a distance matrix to visualize a clustering-distance-combination.
|
| 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
|
| de.lmu.ifi.dbs.elki.gui.multistep.panels |
Panels for the multi-step GUI
|
| de.lmu.ifi.dbs.elki.gui.util |
Utility classes for GUIs (e.g. a class to display a logging panel)
|
| de.lmu.ifi.dbs.elki.index.preprocessed |
Index structure based on preprocessors
|
| de.lmu.ifi.dbs.elki.index.preprocessed.knn |
Indexes providing KNN and rKNN data.
|
| de.lmu.ifi.dbs.elki.index.preprocessed.localpca |
Index using a preprocessed local PCA.
|
| de.lmu.ifi.dbs.elki.index.preprocessed.preference |
Indexes storing preference vectors.
|
| de.lmu.ifi.dbs.elki.index.preprocessed.snn |
Indexes providing nearest neighbor sets
|
| de.lmu.ifi.dbs.elki.index.preprocessed.subspaceproj |
Index using a preprocessed local subspaces.
|
| de.lmu.ifi.dbs.elki.index.tree |
Tree-based index structures
|
| de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants.mktrees.mkapp | |
| de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants.mktrees.mkcop | |
| de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants.mktrees.mkmax | |
| de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants.mktrees.mktab | |
| de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants.mtree | |
| de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.bulk |
Packages for bulk-loading R*-Trees.
|
| de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.deliclu | |
| de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.rstar | |
| de.lmu.ifi.dbs.elki.logging |
Logging facility for controlling logging behavior of the complete framework.
|
| de.lmu.ifi.dbs.elki.logging.progress |
Progress status objects (for UI)
|
| de.lmu.ifi.dbs.elki.math.linearalgebra |
Linear Algebra package provides classes and computational methods for operations on matrices.
|
| de.lmu.ifi.dbs.elki.math.linearalgebra.pca |
Principal Component Analysis (PCA) and Eigenvector processing.
|
| de.lmu.ifi.dbs.elki.math.spacefillingcurves |
Space filling curves.
|
| de.lmu.ifi.dbs.elki.persistent |
Persistent data management.
|
| de.lmu.ifi.dbs.elki.properties |
Property handling and main ELKI properties file.
|
| de.lmu.ifi.dbs.elki.result |
Result types, representation and handling
|
| de.lmu.ifi.dbs.elki.result.textwriter |
Text serialization (CSV, Gnuplot, Console, ...)
|
| de.lmu.ifi.dbs.elki.utilities |
Utility and helper classes - commonly used data structures, output formatting, exceptions, ...
|
| de.lmu.ifi.dbs.elki.utilities.optionhandling.parameterization |
Configuration managers
See the
de.lmu.ifi.dbs.elki.utilities.optionhandling package for documentation! |
| de.lmu.ifi.dbs.elki.utilities.scaling.outlier |
Scaling of Outlier scores, that require a statistical analysis of the occurring values
|
| de.lmu.ifi.dbs.elki.visualization |
Visualization package of ELKI.
|
| de.lmu.ifi.dbs.elki.visualization.gui |
Package to provide a visualization GUI.
|
| de.lmu.ifi.dbs.elki.visualization.gui.overview |
Classes for managing the overview plot.
|
| de.lmu.ifi.dbs.elki.visualization.opticsplot |
Code for drawing OPTICS plots
|
| de.lmu.ifi.dbs.elki.visualization.savedialog |
Save dialog for SVG plots.
|
| de.lmu.ifi.dbs.elki.visualization.style |
Style management for ELKI visualizations.
|
| de.lmu.ifi.dbs.elki.visualization.visualizers.optics |
Visualizers that do work on OPTICS plots
|
| de.lmu.ifi.dbs.elki.visualization.visualizers.vis2d |
Visualizers based on 2D projections.
|
| de.lmu.ifi.dbs.elki.workflow |
Work flow packages, e.g. following the usual KDD model, closely related to CRISP-DM
|
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| LoggingConfiguration
Facility for configuration of logging.
|
| Class and Description |
|---|
| ELKILogRecord
Base
LogRecord class used in ELKI. |
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |
| Class and Description |
|---|
| Logging
This class is a wrapper around
Logger and
LogManager offering additional convenience functions. |