Uses of Package
elki.database.relation

Packages that use elki.database.relation

Package	Description
elki.algorithm	Miscellaneous algorithms.
elki.algorithm.statistics	Statistical analysis algorithms.
elki.application.benchmark	Benchmarking pseudo algorithms.
elki.application.greedyensemble	Greedy ensembles for outlier detection.
elki.classification	Classification algorithms.
elki.clustering	Clustering algorithms.
elki.clustering.affinitypropagation	Affinity Propagation (AP) clustering.
elki.clustering.biclustering	Biclustering algorithms.
elki.clustering.correlation	Correlation clustering algorithms.
elki.clustering.correlation.cash	Helper classes for the CASH algorithm.
elki.clustering.dbscan	DBSCAN and its generalizations.
elki.clustering.dbscan.predicates	Neighbor and core predicated for Generalized DBSCAN.
elki.clustering.em	Expectation-Maximization clustering algorithm for Gaussian Mixture Modeling (GMM).
elki.clustering.em.models
elki.clustering.hierarchical	Hierarchical agglomerative clustering (HAC).
elki.clustering.hierarchical.birch	BIRCH clustering.
elki.clustering.kcenter	K-center clustering.
elki.clustering.kmeans	K-means clustering and variations.
elki.clustering.kmeans.initialization	Initialization strategies for k-means.
elki.clustering.kmeans.parallel	Parallelized implementations of k-means.
elki.clustering.kmeans.quality	Quality measures for k-Means results.
elki.clustering.kmeans.spherical	Spherical k-means clustering and variations.
elki.clustering.kmedoids	K-medoids clustering (PAM).
elki.clustering.kmedoids.initialization
elki.clustering.meta	Meta clustering algorithms, that get their result from other clusterings or external sources.
elki.clustering.onedimensional	Clustering algorithms for one-dimensional data.
elki.clustering.optics	OPTICS family of clustering algorithms.
elki.clustering.silhouette	Silhouette clustering algorithms.
elki.clustering.subspace	Axis-parallel subspace clustering algorithms.
elki.clustering.svm
elki.clustering.trivial	Trivial clustering algorithms: all in one, no clusters, label clusterings.
elki.clustering.uncertain	Clustering algorithms for uncertain data.
elki.data	Basic classes for different data types, database object types and label types.
elki.data.model	Cluster models classes for various algorithms.
elki.database	ELKI database layer - loading, storing, indexing and accessing data.
elki.database.query	Database queries - computing distances, neighbors, similarities - API and general documentation.
elki.database.query.distance	Prepared queries for distances.
elki.database.query.knn	Prepared queries for k nearest neighbor (kNN) queries.
elki.database.query.range	Prepared queries for ε-range queries, that return all objects within the radius ε.
elki.database.query.rknn	Prepared queries for reverse k nearest neighbor (rkNN) queries.
elki.database.query.similarity	Prepared queries for similarity functions.
elki.database.relation	Relations, materialized and virtual (views).
elki.distance	Distance functions for use within ELKI.
elki.distance.adapter	Distance functions deriving distances from, e.g., similarity measures.
elki.distance.external	Distance functions using external data sources.
elki.distance.probabilistic	Distance from probability theory, mostly divergences such as K-L-divergence, J-divergence, F-divergence, χ²-divergence, etc.
elki.distance.set	Distance functions for binary and set type data.
elki.distance.subspace	Distance functions based on subspaces.
elki.evaluation.clustering.internal	Internal evaluation measures for clusterings.
elki.evaluation.scores.adapter	Adapter classes for ranking and scoring measures.
elki.evaluation.similaritymatrix	Render a distance matrix to visualize a clustering-distance-combination.
elki.index	Index structure implementations.
elki.index.distancematrix	Precomputed distance matrix.
elki.index.idistance	iDistance is a distance based indexing technique, using a reference points embedding.
elki.index.invertedlist	Indexes using inverted lists.
elki.index.laesa	Linear Approximating and Eliminating Search Algorithm (LAESA).
elki.index.lsh	Locality Sensitive Hashing.
elki.index.lsh.hashfamilies	Hash function families for LSH.
elki.index.preprocessed.fastoptics	Preprocessed index used by the FastOPTICS algorithm.
elki.index.preprocessed.knn	Indexes providing KNN and rKNN data.
elki.index.preprocessed.snn	Indexes providing nearest neighbor sets.
elki.index.projected	Projected indexes for data.
elki.index.tree.betula	BETULA clustering by aggregating the data into cluster features.
elki.index.tree.metrical.covertree	Cover-tree variations.
elki.index.tree.metrical.mtreevariants.mktrees	Metrical index structures based on the concepts of the M-Tree supporting processing of reverse k nearest neighbor queries by using the k-nn distances of the entries.
elki.index.tree.metrical.mtreevariants.mktrees.mkapp	MkAppTree.
elki.index.tree.metrical.mtreevariants.mktrees.mkcop	MkCoPTree.
elki.index.tree.metrical.mtreevariants.mktrees.mkmax	MkMaxTree.
elki.index.tree.metrical.mtreevariants.mktrees.mktab	MkTabTree.
elki.index.tree.metrical.mtreevariants.mtree	MTree.
elki.index.tree.metrical.vptree
elki.index.tree.spatial.kd	K-d-tree and variants.
elki.index.tree.spatial.kd.split
elki.index.tree.spatial.rstarvariants.deliclu	DeLiCluTree.
elki.index.tree.spatial.rstarvariants.flat	FlatRStarTree.
elki.index.tree.spatial.rstarvariants.query	Queries on the R-Tree family of indexes: kNN and range queries.
elki.index.tree.spatial.rstarvariants.rdknn	RdKNNTree.
elki.index.tree.spatial.rstarvariants.rstar	RStarTree.
elki.index.vafile	Vector Approximation File.
elki.itemsetmining	Algorithms for frequent itemset mining such as APRIORI.
elki.math	Mathematical operations and utilities used throughout the framework.
elki.math.linearalgebra	The linear algebra package provides classes and computational methods for operations on matrices and vectors.
elki.math.linearalgebra.pca	Principal Component Analysis (PCA) and eigenvector processing.
elki.math.scales	Scales handling for plotting.
elki.math.spacefillingcurves	Space filling curves.
elki.math.statistics.intrinsicdimensionality	Methods for estimating the intrinsic dimensionality.
elki.outlier	Outlier detection algorithms.
elki.outlier.anglebased	Angle-based outlier detection algorithms.
elki.outlier.clustering	Clustering based outlier detection.
elki.outlier.density	Density-based outlier detection algorithms.
elki.outlier.distance	Distance-based outlier detection algorithms, such as DBOutlier and kNN.
elki.outlier.distance.parallel	Parallel implementations of distance-based outlier detectors.
elki.outlier.intrinsic	Outlier detection algorithms based on intrinsic dimensionality.
elki.outlier.lof	LOF family of outlier detection algorithms.
elki.outlier.lof.parallel	Parallelized variants of LOF.
elki.outlier.meta	Meta outlier detection algorithms: external scores, score rescaling.
elki.outlier.spatial	Spatial outlier detection algorithms.
elki.outlier.spatial.neighborhood	Spatial outlier neighborhood classes.
elki.outlier.spatial.neighborhood.weighted	Weighted neighborhood definitions.
elki.outlier.subspace	Subspace outlier detection methods.
elki.outlier.svm	Support-Vector-Machines for outlier detection.
elki.outlier.trivial	Trivial outlier detection algorithms: no outliers, all outliers, label outliers.
elki.projection	Data projections (see also preprocessing filters for basic projections).
elki.result	Result types, representation and handling.
elki.result.outlier	Outlier result classes.
elki.result.textwriter	Text serialization (CSV, Gnuplot, Console, ...).
elki.similarity	Similarity functions.
elki.similarity.cluster	Similarity measures for comparing clusters.
elki.similarity.kernel	Kernel functions.
elki.timeseries	Algorithms for change point detection in time series.
elki.utilities.referencepoints	Package containing strategies to obtain reference points.
elki.utilities.scaling.outlier	Scaling of outlier scores, that require a statistical analysis of the occurring values.
elki.visualization	Visualization package of ELKI.
elki.visualization.gui	Package to provide a visualization GUI.
elki.visualization.parallel3d	3DPC: 3D parallel coordinate plot visualization for ELKI.
elki.visualization.parallel3d.layout	Layouting algorithms for 3D parallel coordinate plots.
elki.visualization.projector	Projectors are responsible for finding appropriate projections for data relations.
elki.visualization.visualizers.histogram	Visualizers based on 1D projected histograms.
elki.visualization.visualizers.parallel	Visualizers based on parallel coordinates.
elki.visualization.visualizers.scatterplot	Visualizers based on scatterplots.
elki.visualization.visualizers.scatterplot.index	Visualizers for index structures based on 2D projections.
elki.visualization.visualizers.scatterplot.outlier	Visualizers for outlier scores based on 2D projections.
elki.visualization.visualizers.scatterplot.uncertain	Visualizers for uncertain data.
tutorial.clustering	Classes from the tutorial on implementing a custom k-means variation.
tutorial.outlier	Tutorials on implementing outlier detection methods in ELKI.

Classes in elki.database.relation used by elki.algorithm

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.algorithm.statistics

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.application.benchmark

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.application.greedyensemble

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.classification

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.clustering

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.clustering.affinitypropagation

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.clustering.biclustering

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.clustering.correlation

Class	Description
MaterializedRelation	Represents a single representation.
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.clustering.correlation.cash

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.clustering.dbscan

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.clustering.dbscan.predicates

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.clustering.em

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.clustering.em.models

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.clustering.hierarchical

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.clustering.hierarchical.birch

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.clustering.kcenter

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.clustering.kmeans

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.clustering.kmeans.initialization

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.clustering.kmeans.parallel

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.clustering.kmeans.quality

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.clustering.kmeans.spherical

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.clustering.kmedoids

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.clustering.kmedoids.initialization

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.clustering.meta

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.clustering.onedimensional

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.clustering.optics

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.clustering.silhouette

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.clustering.subspace

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.clustering.svm

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.clustering.trivial

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.clustering.uncertain

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.data

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.data.model

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.database

Class	Description
DBIDView	Pseudo-representation that is the object ID itself.
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.database.query

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.database.query.distance

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.database.query.knn

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.database.query.range

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.database.query.rknn

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.database.query.similarity

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.database.relation

Class	Description
DoubleRelation	Interface for double-valued relations.
DoubleRelation.Consumer	Consumer for (DBIDRef, double) pairs.
ModifiableRelation	Relations that allow modification.
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.distance

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.distance.adapter

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.distance.external

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.distance.probabilistic

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.distance.set

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.distance.subspace

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.evaluation.clustering.internal

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.evaluation.scores.adapter

Class	Description
DoubleRelation	Interface for double-valued relations.

Classes in elki.database.relation used by elki.evaluation.similaritymatrix

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.index

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.index.distancematrix

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.index.idistance

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.index.invertedlist

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.index.laesa

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.index.lsh

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.index.lsh.hashfamilies

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.index.preprocessed.fastoptics

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.index.preprocessed.knn

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.index.preprocessed.snn

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.index.projected

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.index.tree.betula

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.index.tree.metrical.covertree

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.index.tree.metrical.mtreevariants.mktrees

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.index.tree.metrical.mtreevariants.mktrees.mkapp

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.index.tree.metrical.mtreevariants.mktrees.mkcop

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.index.tree.metrical.mtreevariants.mktrees.mkmax

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.index.tree.metrical.mtreevariants.mktrees.mktab

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.index.tree.metrical.mtreevariants.mtree

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.index.tree.metrical.vptree

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.index.tree.spatial.kd

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.index.tree.spatial.kd.split

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.index.tree.spatial.rstarvariants.deliclu

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.index.tree.spatial.rstarvariants.flat

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.index.tree.spatial.rstarvariants.query

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.index.tree.spatial.rstarvariants.rdknn

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.index.tree.spatial.rstarvariants.rstar

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.index.vafile

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.itemsetmining

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.math

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.math.linearalgebra

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.math.linearalgebra.pca

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.math.scales

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.math.spacefillingcurves

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.math.statistics.intrinsicdimensionality

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.outlier

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.outlier.anglebased

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.outlier.clustering

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.outlier.density

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.outlier.distance

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.outlier.distance.parallel

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.outlier.intrinsic

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.outlier.lof

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.outlier.lof.parallel

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.outlier.meta

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.outlier.spatial

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.outlier.spatial.neighborhood

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.outlier.spatial.neighborhood.weighted

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.outlier.subspace

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.outlier.svm

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.outlier.trivial

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.projection

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.result

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.result.outlier

Class	Description
DoubleRelation	Interface for double-valued relations.

Classes in elki.database.relation used by elki.result.textwriter

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.similarity

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.similarity.cluster

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.similarity.kernel

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.timeseries

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.utilities.referencepoints

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.utilities.scaling.outlier

Class	Description
DoubleRelation	Interface for double-valued relations.

Classes in elki.database.relation used by elki.visualization

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.visualization.gui

Class	Description
ModifiableRelation	Relations that allow modification.

Classes in elki.database.relation used by elki.visualization.parallel3d

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.visualization.parallel3d.layout

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.visualization.projector

Class	Description
DoubleRelation	Interface for double-valued relations.
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.visualization.visualizers.histogram

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.visualization.visualizers.parallel

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.visualization.visualizers.scatterplot

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.visualization.visualizers.scatterplot.index

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.visualization.visualizers.scatterplot.outlier

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by elki.visualization.visualizers.scatterplot.uncertain

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by tutorial.clustering

Class	Description
Relation	An object representation from a database.

Classes in elki.database.relation used by tutorial.outlier

Class	Description
Relation	An object representation from a database.