Package | Description |
---|---|
de.lmu.ifi.dbs.elki |
ELKI framework "Environment for Developing KDD-Applications Supported by Index-Structures"
KDDTask is the main class of the ELKI-Framework
for command-line interaction. |
de.lmu.ifi.dbs.elki.algorithm |
Algorithms suitable as a task for the
KDDTask main routine. |
de.lmu.ifi.dbs.elki.algorithm.benchmark |
Benchmarking pseudo algorithms.
|
de.lmu.ifi.dbs.elki.algorithm.clustering |
Clustering algorithms.
|
de.lmu.ifi.dbs.elki.algorithm.clustering.hierarchical | |
de.lmu.ifi.dbs.elki.algorithm.outlier.meta |
Meta outlier detection algorithms: external scores, score rescaling.
|
de.lmu.ifi.dbs.elki.algorithm.outlier.spatial.neighborhood |
Spatial outlier neighborhood classes
|
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.jsmap |
JavaScript based map client - server architecture.
|
de.lmu.ifi.dbs.elki.data |
Basic classes for different data types, database object types and label types.
|
de.lmu.ifi.dbs.elki.data.model |
Cluster models classes for various algorithms.
|
de.lmu.ifi.dbs.elki.database |
ELKI database layer - loading, storing, indexing and accessing data
|
de.lmu.ifi.dbs.elki.database.datastore |
General data store layer API (along the lines of
Map<DBID, T> - use everywhere!) |
de.lmu.ifi.dbs.elki.database.datastore.memory |
Memory data store implementation for ELKI.
|
de.lmu.ifi.dbs.elki.database.relation |
Relations, materialized and virtual (views).
|
de.lmu.ifi.dbs.elki.evaluation |
Functionality for the evaluation of algorithms.
|
de.lmu.ifi.dbs.elki.evaluation.clustering |
Evaluation of clustering results.
|
de.lmu.ifi.dbs.elki.evaluation.clustering.pairsegments |
Pair-segment analysis of multiple clusterings.
|
de.lmu.ifi.dbs.elki.evaluation.histogram |
Functionality for the evaluation of algorithms using histograms.
|
de.lmu.ifi.dbs.elki.evaluation.index |
Simple index evaluation methods
|
de.lmu.ifi.dbs.elki.evaluation.outlier |
Evaluate an outlier score using a misclassification based cost model.
|
de.lmu.ifi.dbs.elki.evaluation.similaritymatrix |
Render a distance matrix to visualize a clustering-distance-combination.
|
de.lmu.ifi.dbs.elki.index |
Index structure implementations
|
de.lmu.ifi.dbs.elki.index.lsh |
Locality Sensitive Hashing
|
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.projected |
Projected indexes for data.
|
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.kd |
K-d-tree and variants.
|
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.index.vafile |
Vector Approximation File
|
de.lmu.ifi.dbs.elki.math.geometry |
Algorithms from computational geometry.
|
de.lmu.ifi.dbs.elki.result |
Result types, representation and handling
|
de.lmu.ifi.dbs.elki.result.optics |
Result classes for OPTICS.
|
de.lmu.ifi.dbs.elki.result.outlier |
Outlier result classes
|
de.lmu.ifi.dbs.elki.result.textwriter |
Text serialization (CSV, Gnuplot, Console, ...)
|
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.detail |
Classes for managing a detail view.
|
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.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.style |
Style management for ELKI visualizations.
|
de.lmu.ifi.dbs.elki.visualization.visualizers |
Visualizers for various results
|
de.lmu.ifi.dbs.elki.visualization.visualizers.histogram |
Visualizers based on 1D projected histograms.
|
de.lmu.ifi.dbs.elki.visualization.visualizers.optics |
Visualizers that do work on OPTICS plots
|
de.lmu.ifi.dbs.elki.visualization.visualizers.pairsegments |
Visualizers for inspecting cluster differences using pair counting segments.
|
de.lmu.ifi.dbs.elki.visualization.visualizers.parallel |
Visualizers based on parallel coordinates.
|
de.lmu.ifi.dbs.elki.visualization.visualizers.parallel.cluster |
Visualizers for clustering results based on parallel coordinates.
|
de.lmu.ifi.dbs.elki.visualization.visualizers.parallel.index |
Visualizers for index structure based on parallel coordinates.
|
de.lmu.ifi.dbs.elki.visualization.visualizers.parallel.selection |
Visualizers for object selection based on parallel projections.
|
de.lmu.ifi.dbs.elki.visualization.visualizers.scatterplot |
Visualizers based on scatterplots.
|
de.lmu.ifi.dbs.elki.visualization.visualizers.scatterplot.cluster |
Visualizers for clustering results based on 2D projections.
|
de.lmu.ifi.dbs.elki.visualization.visualizers.scatterplot.density |
Visualizers for data set density in a scatterplot projection.
|
de.lmu.ifi.dbs.elki.visualization.visualizers.scatterplot.index |
Visualizers for index structures based on 2D projections.
|
de.lmu.ifi.dbs.elki.visualization.visualizers.scatterplot.outlier |
Visualizers for outlier scores based on 2D projections.
|
de.lmu.ifi.dbs.elki.visualization.visualizers.scatterplot.selection |
Visualizers for object selection based on 2D projections.
|
de.lmu.ifi.dbs.elki.visualization.visualizers.thumbs |
Thumbnail "Visualizers" (that take care of refreshing thumbnails)
|
de.lmu.ifi.dbs.elki.visualization.visualizers.visunproj |
Visualizers that do not use a particular projection.
|
de.lmu.ifi.dbs.elki.workflow |
Work flow packages, e.g. following the usual KDD model, closely related to CRISP-DM
|
tutorial.clustering |
Classes from the tutorial on implementing a custom k-means variation.
|
tutorial.outlier |
Class and Description |
---|
HierarchicalResult
Result with an internal hierarchy.
|
Result
Interface for arbitrary result objects.
|
Class and Description |
---|
AprioriResult
Result class for Apriori Algorithm.
|
CollectionResult
Simple 'collection' type of result.
|
KNNDistanceOrderResult
Wraps a list containing the knn distances.
|
Result
Interface for arbitrary result objects.
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
Class and Description |
---|
IterableResult
Interface of an "iterable" result (e.g. a list, table) that can be printed one-by-one.
|
Result
Interface for arbitrary result objects.
|
Class and Description |
---|
AbstractHierarchicalResult
Abstract class for a result object with hierarchy
|
BasicResult
Basic class for a result.
|
HierarchicalResult
Result with an internal hierarchy.
|
Result
Interface for arbitrary result objects.
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
Class and Description |
---|
CollectionResult
Simple 'collection' type of result.
|
HistogramResult
Histogram result.
|
Result
Interface for arbitrary result objects.
|
ScalesResult
Class to keep shared scales across visualizers.
|
Class and Description |
---|
HierarchicalResult
Result with an internal hierarchy.
|
Result
Interface for arbitrary result objects.
|
ResultHandler
Interface for any class that can handle results
|
ResultProcessor
Interface for any class that can handle results
|
Class and Description |
---|
AbstractHierarchicalResult
Abstract class for a result object with hierarchy
|
BasicResult
Basic class for a result.
|
HierarchicalResult
Result with an internal hierarchy.
|
Result
Interface for arbitrary result objects.
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
Class and Description |
---|
AbstractHierarchicalResult
Abstract class for a result object with hierarchy
|
HierarchicalResult
Result with an internal hierarchy.
|
Result
Interface for arbitrary result objects.
|
ResultListener
Listener interface invoked when new results are added to the result tree.
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
Class and Description |
---|
AbstractHierarchicalResult
Abstract class for a result object with hierarchy
|
HierarchicalResult
Result with an internal hierarchy.
|
Result
Interface for arbitrary result objects.
|
Class and Description |
---|
HierarchicalResult
Result with an internal hierarchy.
|
Result
Interface for arbitrary result objects.
|
ResultProcessor
Interface for any class that can handle results
|
Class and Description |
---|
AbstractHierarchicalResult
Abstract class for a result object with hierarchy
|
BasicResult
Basic class for a result.
|
HierarchicalResult
Result with an internal hierarchy.
|
Result
Interface for arbitrary result objects.
|
ResultProcessor
Interface for any class that can handle results
|
Class and Description |
---|
AbstractHierarchicalResult
Abstract class for a result object with hierarchy
|
BasicResult
Basic class for a result.
|
HierarchicalResult
Result with an internal hierarchy.
|
Result
Interface for arbitrary result objects.
|
ResultProcessor
Interface for any class that can handle results
|
Class and Description |
---|
HierarchicalResult
Result with an internal hierarchy.
|
HistogramResult
Histogram result.
|
Result
Interface for arbitrary result objects.
|
ResultProcessor
Interface for any class that can handle results
|
Class and Description |
---|
AbstractHierarchicalResult
Abstract class for a result object with hierarchy
|
BasicResult
Basic class for a result.
|
CollectionResult
Simple 'collection' type of result.
|
HierarchicalResult
Result with an internal hierarchy.
|
IterableResult
Interface of an "iterable" result (e.g. a list, table) that can be printed one-by-one.
|
Result
Interface for arbitrary result objects.
|
ResultProcessor
Interface for any class that can handle results
|
Class and Description |
---|
AbstractHierarchicalResult
Abstract class for a result object with hierarchy
|
BasicResult
Basic class for a result.
|
CollectionResult
Simple 'collection' type of result.
|
HierarchicalResult
Result with an internal hierarchy.
|
IterableResult
Interface of an "iterable" result (e.g. a list, table) that can be printed one-by-one.
|
Result
Interface for arbitrary result objects.
|
ResultProcessor
Interface for any class that can handle results
|
Class and Description |
---|
HierarchicalResult
Result with an internal hierarchy.
|
PixmapResult
Result encapsulating a single image.
|
Result
Interface for arbitrary result objects.
|
ResultProcessor
Interface for any class that can handle results
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
Class and Description |
---|
AbstractHierarchicalResult
Abstract class for a result object with hierarchy
|
BasicResult
Basic class for a result.
|
CollectionResult
Simple 'collection' type of result.
|
DBIDSelection
Class representing selected Database-IDs and/or a selection range.
|
HierarchicalResult
Result with an internal hierarchy.
|
IterableResult
Interface of an "iterable" result (e.g. a list, table) that can be printed one-by-one.
|
KMLOutputHandler
Class to handle KML output.
|
OrderingResult
Interface for a result providing an object ordering.
|
Result
Interface for arbitrary result objects.
|
ResultHandler
Interface for any class that can handle results
|
ResultHierarchy
Class to store a hierarchy of result objects.
|
ResultListener
Listener interface invoked when new results are added to the result tree.
|
ResultProcessor
Interface for any class that can handle results
|
ResultWriter
Result handler that feeds the data into a TextWriter.
|
SamplingResult
Wrapper for storing the current database sample.
|
ScalesResult
Class to keep shared scales across visualizers.
|
SelectionResult
Selection result wrapper.
|
SettingsResult
Result that keeps track of settings that were used in generating this
particular result.
|
Class and Description |
---|
AbstractHierarchicalResult
Abstract class for a result object with hierarchy
|
BasicResult
Basic class for a result.
|
HierarchicalResult
Result with an internal hierarchy.
|
IterableResult
Interface of an "iterable" result (e.g. a list, table) that can be printed one-by-one.
|
OrderingResult
Interface for a result providing an object ordering.
|
Result
Interface for arbitrary result objects.
|
ResultAdapter
Marker interface for trivial "adapter" type of results.
|
ResultHierarchy
Class to store a hierarchy of result objects.
|
Class and Description |
---|
AbstractHierarchicalResult
Abstract class for a result object with hierarchy
|
BasicResult
Basic class for a result.
|
HierarchicalResult
Result with an internal hierarchy.
|
OrderingResult
Interface for a result providing an object ordering.
|
Result
Interface for arbitrary result objects.
|
Class and Description |
---|
IterableResult
Interface of an "iterable" result (e.g. a list, table) that can be printed one-by-one.
|
OrderingResult
Interface for a result providing an object ordering.
|
Result
Interface for arbitrary result objects.
|
SettingsResult
Result that keeps track of settings that were used in generating this
particular result.
|
Class and Description |
---|
DBIDSelection
Class representing selected Database-IDs and/or a selection range.
|
HierarchicalResult
Result with an internal hierarchy.
|
Result
Interface for arbitrary result objects.
|
ResultHandler
Interface for any class that can handle results
|
ResultHierarchy
Class to store a hierarchy of result objects.
|
ResultListener
Listener interface invoked when new results are added to the result tree.
|
ResultProcessor
Interface for any class that can handle results
|
SelectionResult
Selection result wrapper.
|
Class and Description |
---|
HierarchicalResult
Result with an internal hierarchy.
|
Result
Interface for arbitrary result objects.
|
ResultHandler
Interface for any class that can handle results
|
ResultListener
Listener interface invoked when new results are added to the result tree.
|
ResultProcessor
Interface for any class that can handle results
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
ResultListener
Listener interface invoked when new results are added to the result tree.
|
Class and Description |
---|
HierarchicalResult
Result with an internal hierarchy.
|
Result
Interface for arbitrary result objects.
|
ResultListener
Listener interface invoked when new results are added to the result tree.
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
Class and Description |
---|
AbstractHierarchicalResult
Abstract class for a result object with hierarchy
|
BasicResult
Basic class for a result.
|
HierarchicalResult
Result with an internal hierarchy.
|
Result
Interface for arbitrary result objects.
|
Class and Description |
---|
AbstractHierarchicalResult
Abstract class for a result object with hierarchy
|
HierarchicalResult
Result with an internal hierarchy.
|
Result
Interface for arbitrary result objects.
|
ResultProcessor
Interface for any class that can handle results
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
Class and Description |
---|
HierarchicalResult
Result with an internal hierarchy.
|
Result
Interface for arbitrary result objects.
|
ResultListener
Listener interface invoked when new results are added to the result tree.
|
ResultProcessor
Interface for any class that can handle results
|
Class and Description |
---|
HierarchicalResult
Result with an internal hierarchy.
|
Result
Interface for arbitrary result objects.
|
ResultListener
Listener interface invoked when new results are added to the result tree.
|
ResultProcessor
Interface for any class that can handle results
|
SamplingResult
Wrapper for storing the current database sample.
|
Class and Description |
---|
HierarchicalResult
Result with an internal hierarchy.
|
Result
Interface for arbitrary result objects.
|
ResultListener
Listener interface invoked when new results are added to the result tree.
|
ResultProcessor
Interface for any class that can handle results
|
Class and Description |
---|
HierarchicalResult
Result with an internal hierarchy.
|
Result
Interface for arbitrary result objects.
|
ResultListener
Listener interface invoked when new results are added to the result tree.
|
ResultProcessor
Interface for any class that can handle results
|
Class and Description |
---|
HierarchicalResult
Result with an internal hierarchy.
|
Result
Interface for arbitrary result objects.
|
ResultListener
Listener interface invoked when new results are added to the result tree.
|
ResultProcessor
Interface for any class that can handle results
|
SamplingResult
Wrapper for storing the current database sample.
|
Class and Description |
---|
HierarchicalResult
Result with an internal hierarchy.
|
Result
Interface for arbitrary result objects.
|
ResultListener
Listener interface invoked when new results are added to the result tree.
|
ResultProcessor
Interface for any class that can handle results
|
Class and Description |
---|
HierarchicalResult
Result with an internal hierarchy.
|
Result
Interface for arbitrary result objects.
|
ResultListener
Listener interface invoked when new results are added to the result tree.
|
ResultProcessor
Interface for any class that can handle results
|
Class and Description |
---|
HierarchicalResult
Result with an internal hierarchy.
|
Result
Interface for arbitrary result objects.
|
ResultListener
Listener interface invoked when new results are added to the result tree.
|
ResultProcessor
Interface for any class that can handle results
|
Class and Description |
---|
HierarchicalResult
Result with an internal hierarchy.
|
ReferencePointsResult
Result used in passing the reference points to the visualizers.
|
Result
Interface for arbitrary result objects.
|
ResultListener
Listener interface invoked when new results are added to the result tree.
|
ResultProcessor
Interface for any class that can handle results
|
SamplingResult
Wrapper for storing the current database sample.
|
Class and Description |
---|
HierarchicalResult
Result with an internal hierarchy.
|
Result
Interface for arbitrary result objects.
|
ResultListener
Listener interface invoked when new results are added to the result tree.
|
ResultProcessor
Interface for any class that can handle results
|
Class and Description |
---|
HierarchicalResult
Result with an internal hierarchy.
|
Result
Interface for arbitrary result objects.
|
ResultListener
Listener interface invoked when new results are added to the result tree.
|
ResultProcessor
Interface for any class that can handle results
|
Class and Description |
---|
HierarchicalResult
Result with an internal hierarchy.
|
Result
Interface for arbitrary result objects.
|
ResultListener
Listener interface invoked when new results are added to the result tree.
|
ResultProcessor
Interface for any class that can handle results
|
Class and Description |
---|
HierarchicalResult
Result with an internal hierarchy.
|
Result
Interface for arbitrary result objects.
|
ResultListener
Listener interface invoked when new results are added to the result tree.
|
ResultProcessor
Interface for any class that can handle results
|
Class and Description |
---|
HierarchicalResult
Result with an internal hierarchy.
|
Result
Interface for arbitrary result objects.
|
ResultListener
Listener interface invoked when new results are added to the result tree.
|
ResultProcessor
Interface for any class that can handle results
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
ResultListener
Listener interface invoked when new results are added to the result tree.
|
Class and Description |
---|
HierarchicalResult
Result with an internal hierarchy.
|
PixmapResult
Result encapsulating a single image.
|
Result
Interface for arbitrary result objects.
|
ResultListener
Listener interface invoked when new results are added to the result tree.
|
ResultProcessor
Interface for any class that can handle results
|
Class and Description |
---|
BasicResult
Basic class for a result.
|
HierarchicalResult
Result with an internal hierarchy.
|
Result
Interface for arbitrary result objects.
|
ResultHandler
Interface for any class that can handle results
|
ResultListener
Listener interface invoked when new results are added to the result tree.
|
Class and Description |
---|
Result
Interface for arbitrary result objects.
|
Class and Description |
---|
HierarchicalResult
Result with an internal hierarchy.
|
Result
Interface for arbitrary result objects.
|
ResultHandler
Interface for any class that can handle results
|
ResultProcessor
Interface for any class that can handle results
|