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.
|
de.lmu.ifi.dbs.elki.algorithm.clustering.correlation |
Correlation clustering algorithms
|
de.lmu.ifi.dbs.elki.algorithm.clustering.kmeans |
K-means clustering and variations.
|
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.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.greedyensemble |
Greedy ensembles for outlier detection.
|
de.lmu.ifi.dbs.elki.application.internal |
Internal utilities for development.
|
de.lmu.ifi.dbs.elki.application.visualization |
Visualization applications in ELKI.
|
de.lmu.ifi.dbs.elki.database |
ELKI database layer - loading, storing, indexing and accessing data
|
de.lmu.ifi.dbs.elki.datasource |
Data normalization (and reconstitution) of data sets.
|
de.lmu.ifi.dbs.elki.datasource.parser |
Parsers for different file formats and data types.
|
de.lmu.ifi.dbs.elki.distance.distancefunction |
Distance functions for use within ELKI.
|
de.lmu.ifi.dbs.elki.distance.distancefunction.colorhistogram |
Distance functions using correlations.
|
de.lmu.ifi.dbs.elki.distance.distancefunction.external |
Distance functions using external data sources.
|
de.lmu.ifi.dbs.elki.distance.distancefunction.timeseries |
Distance functions designed for time series.
|
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.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.metrical.mtreevariants.mtree | |
de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.query |
Queries on the R-Tree family of indexes: kNN and range queries.
|
de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.rstar | |
de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.strategies.bulk |
Packages for bulk-loading R*-Trees.
|
de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.strategies.insert |
Insertion strategies for R-Trees
|
de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.strategies.overflow |
Overflow treatment strategies for R-Trees
|
de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.strategies.reinsert |
Reinsertion strategies for R-Trees
|
de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.strategies.split |
Splitting strategies for R-Trees
|
de.lmu.ifi.dbs.elki.index.vafile |
Vector Approximation File
|
de.lmu.ifi.dbs.elki.math |
Mathematical operations and utilities used throughout the framework.
|
de.lmu.ifi.dbs.elki.math.geometry |
Algorithms from computational geometry.
|
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.result |
Result types, representation and handling
|
de.lmu.ifi.dbs.elki.utilities.documentation |
Documentation utilities: Annotations for Title, Description, Reference
|
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.visualizers.pairsegments |
Visualizers for inspecting cluster differences using pair counting segments.
|
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.outlier |
Visualizers for outlier scores based on 2D projections.
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Class and Description |
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Description
Class/algorithm description
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Reference
Annotation to specify a reference.
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Title
Simple interface to provide a nicer title for the class.
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Class and Description |
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Description
Class/algorithm description
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Reference
Annotation to specify a reference.
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Title
Simple interface to provide a nicer title for the class.
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Class and Description |
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Description
Class/algorithm description
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Reference
Annotation to specify a reference.
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Title
Simple interface to provide a nicer title for the class.
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Class and Description |
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Description
Class/algorithm description
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Reference
Annotation to specify a reference.
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Title
Simple interface to provide a nicer title for the class.
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Class and Description |
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Description
Class/algorithm description
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Reference
Annotation to specify a reference.
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Title
Simple interface to provide a nicer title for the class.
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Class and Description |
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Description
Class/algorithm description
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Title
Simple interface to provide a nicer title for the class.
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Class and Description |
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Description
Class/algorithm description
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Reference
Annotation to specify a reference.
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Title
Simple interface to provide a nicer title for the class.
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Class and Description |
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Reference
Annotation to specify a reference.
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Title
Simple interface to provide a nicer title for the class.
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Class and Description |
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Description
Class/algorithm description
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Reference
Annotation to specify a reference.
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Title
Simple interface to provide a nicer title for the class.
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Class and Description |
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Description
Class/algorithm description
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Title
Simple interface to provide a nicer title for the class.
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Class and Description |
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Reference
Annotation to specify a reference.
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Class and Description |
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Reference
Annotation to specify a reference.
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Class and Description |
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Reference
Annotation to specify a reference.
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Class and Description |
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Description
Class/algorithm description
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Class and Description |
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Description
Class/algorithm description
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Title
Simple interface to provide a nicer title for the class.
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Class and Description |
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Description
Class/algorithm description
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Title
Simple interface to provide a nicer title for the class.
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Class and Description |
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Reference
Annotation to specify a reference.
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Class and Description |
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Description
Class/algorithm description
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Reference
Annotation to specify a reference.
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Title
Simple interface to provide a nicer title for the class.
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Class and Description |
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Description
Class/algorithm description
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Title
Simple interface to provide a nicer title for the class.
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Class and Description |
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Reference
Annotation to specify a reference.
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Title
Simple interface to provide a nicer title for the class.
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Class and Description |
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Reference
Annotation to specify a reference.
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Class and Description |
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Reference
Annotation to specify a reference.
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Class and Description |
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Description
Class/algorithm description
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Title
Simple interface to provide a nicer title for the class.
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Class and Description |
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Description
Class/algorithm description
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Title
Simple interface to provide a nicer title for the class.
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Class and Description |
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Description
Class/algorithm description
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Title
Simple interface to provide a nicer title for the class.
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Class and Description |
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Description
Class/algorithm description
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Title
Simple interface to provide a nicer title for the class.
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Class and Description |
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Description
Class/algorithm description
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Title
Simple interface to provide a nicer title for the class.
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Class and Description |
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Description
Class/algorithm description
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Reference
Annotation to specify a reference.
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Title
Simple interface to provide a nicer title for the class.
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Class and Description |
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Reference
Annotation to specify a reference.
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Class and Description |
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Description
Class/algorithm description
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Reference
Annotation to specify a reference.
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Title
Simple interface to provide a nicer title for the class.
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Class and Description |
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Reference
Annotation to specify a reference.
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Class and Description |
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Reference
Annotation to specify a reference.
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Class and Description |
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Reference
Annotation to specify a reference.
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Class and Description |
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Reference
Annotation to specify a reference.
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Class and Description |
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Reference
Annotation to specify a reference.
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Class and Description |
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Reference
Annotation to specify a reference.
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Title
Simple interface to provide a nicer title for the class.
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Class and Description |
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Reference
Annotation to specify a reference.
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Class and Description |
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Reference
Annotation to specify a reference.
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Class and Description |
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Description
Class/algorithm description
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Reference
Annotation to specify a reference.
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Title
Simple interface to provide a nicer title for the class.
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Class and Description |
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Reference
Annotation to specify a reference.
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Class and Description |
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Reference
Annotation to specify a reference.
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Class and Description |
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Reference
Annotation to specify a reference.
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Class and Description |
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Reference
Annotation to specify a reference.
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Class and Description |
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Reference
Annotation to specify a reference.
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Class and Description |
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Reference
Annotation to specify a reference.
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Class and Description |
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Reference
Annotation to specify a reference.
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