Package | Description |
---|---|
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.correlation |
Correlation clustering algorithms
|
de.lmu.ifi.dbs.elki.algorithm.clustering.kmeans |
K-means clustering and variations.
|
de.lmu.ifi.dbs.elki.algorithm.clustering.kmeans.initialization |
Initialization strategies for k-means.
|
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.outlier.lof |
LOF family of 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.subspace |
Subspace outlier detection methods.
|
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.database.ids |
Database object identification and ID group handling API.
|
de.lmu.ifi.dbs.elki.datasource |
Data normalization (and reconstitution) of data sets.
|
de.lmu.ifi.dbs.elki.datasource.filter.selection |
Filters for selecting and sorting data to process.
|
de.lmu.ifi.dbs.elki.datasource.filter.transform |
Data space transformations.
|
de.lmu.ifi.dbs.elki.evaluation.classification.holdout |
Holdout and cross-validation strategies for evaluating classifiers.
|
de.lmu.ifi.dbs.elki.index.lsh.hashfamilies |
Hash function families for LSH.
|
de.lmu.ifi.dbs.elki.index.preprocessed.knn |
Indexes providing KNN and rKNN data.
|
de.lmu.ifi.dbs.elki.index.projected |
Projected indexes for data.
|
de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants.strategies.split |
Splitting strategies of nodes in an M-Tree (and variants).
|
de.lmu.ifi.dbs.elki.math.dimensionsimilarity |
Functions to compute the similarity of dimensions (or the interestingness of the combination).
|
de.lmu.ifi.dbs.elki.math.linearalgebra.pca |
Principal Component Analysis (PCA) and Eigenvector processing.
|
de.lmu.ifi.dbs.elki.math.linearalgebra.randomprojections |
Random projection families.
|
de.lmu.ifi.dbs.elki.math.random |
Random number generation.
|
de.lmu.ifi.dbs.elki.math.statistics.dependence |
Statistical measures of dependence, such as correlation.
|
de.lmu.ifi.dbs.elki.math.statistics.distribution |
Standard distributions, with random generation functionalities.
|
de.lmu.ifi.dbs.elki.utilities.optionhandling.parameters |
Classes for various typed parameters.
|
de.lmu.ifi.dbs.elki.utilities.referencepoints |
Package containing strategies to obtain reference points
Shared code for various algorithms that use reference points.
|
de.lmu.ifi.dbs.elki.visualization |
Visualization package of ELKI.
|
Class and Description |
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RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
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RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
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RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
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RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
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RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
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RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
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RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
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RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
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RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
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RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
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RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
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RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
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RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
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RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
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RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
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RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
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RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
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RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
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RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
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RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
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RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
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RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
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RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
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RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
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RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
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RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
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RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Class and Description |
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RandomFactory
RandomFactory is responsible for creating
Random generator objects. |
Copyright © 2014 ELKI Development Team, Lehr- und Forschungseinheit für Datenbanksysteme, Ludwig-Maximilians-Universität München. License information.