Uses of Package
elki.utilities

Packages that use elki.utilities

Package	Description
elki.algorithm	Miscellaneous algorithms.
elki.application	Base classes for standalone applications.
elki.classification	Classification algorithms.
elki.clustering	Clustering algorithms.
elki.clustering.dbscan	DBSCAN and its generalizations.
elki.clustering.em	Expectation-Maximization clustering algorithm for Gaussian Mixture Modeling (GMM).
elki.clustering.hierarchical	Hierarchical agglomerative clustering (HAC).
elki.clustering.hierarchical.birch	BIRCH clustering.
elki.clustering.hierarchical.extraction	Extraction of partitional clusterings from hierarchical results.
elki.clustering.hierarchical.linkage	Linkages for hierarchical clustering.
elki.clustering.kmeans	K-means clustering and variations.
elki.clustering.kmeans.initialization	Initialization strategies for k-means.
elki.clustering.kmeans.initialization.betula	Initialization methods for BIRCH-based k-means and EM clustering.
elki.clustering.kmeans.spherical	Spherical k-means clustering and variations.
elki.clustering.kmedoids	K-medoids clustering (PAM).
elki.clustering.kmedoids.initialization
elki.clustering.optics	OPTICS family of clustering algorithms.
elki.clustering.silhouette	Silhouette clustering algorithms.
elki.clustering.subspace	Axis-parallel subspace clustering algorithms.
elki.clustering.trivial	Trivial clustering algorithms: all in one, no clusters, label clusterings.
elki.database.ids.integer	Integer-based DBID implementation -- do not use directly - always use DBIDUtil.
elki.database.query	Database queries - computing distances, neighbors, similarities - API and general documentation.
elki.datasource	Data normalization (and reconstitution) of data sets.
elki.datasource.filter.normalization.columnwise	Normalizations operating on columns / variates; where each column is treated independently.
elki.datasource.filter.transform	Data space transformations.
elki.distance	Distance functions for use within ELKI.
elki.distance.minkowski	Minkowski space Lp norms such as the popular Euclidean and Manhattan distances.
elki.distance.probabilistic	Distance from probability theory, mostly divergences such as K-L-divergence, J-divergence, F-divergence, χ²-divergence, etc.
elki.evaluation.clustering.internal	Internal evaluation measures for clusterings.
elki.gui.minigui	A very simple UI to build ELKI command lines.
elki.gui.multistep	Multi-step GUI for ELKI.
elki.index.tree.betula.distance	Distance functions for BETULA and BIRCH.
elki.index.tree.betula.features	Different variants of Betula and BIRCH cluster features.
elki.index.tree.metrical.covertree	Cover-tree variations.
elki.index.tree.metrical.mtreevariants.mtree	MTree.
elki.index.tree.metrical.mtreevariants.strategies.split	Splitting strategies of nodes in an M-tree (and variants).
elki.index.tree.metrical.vptree
elki.index.tree.spatial.kd	K-d-tree and variants.
elki.index.tree.spatial.rstarvariants.rstar	RStarTree.
elki.index.tree.spatial.rstarvariants.strategies.bulk	Packages for bulk-loading R*-trees.
elki.itemsetmining	Algorithms for frequent itemset mining such as APRIORI.
elki.itemsetmining.associationrules.interest	Association rule interestingness measures.
elki.math.geodesy	Functions for computing on the sphere / earth.
elki.math.statistics.dependence	Statistical measures of dependence, such as correlation.
elki.math.statistics.distribution	Standard distributions, with random generation functionalities.
elki.math.statistics.kernelfunctions	Kernel functions from statistics.
elki.outlier.anglebased	Angle-based outlier detection algorithms.
elki.outlier.distance	Distance-based outlier detection algorithms, such as DBOutlier and kNN.
elki.outlier.lof	LOF family of outlier detection algorithms.
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.textwriter	Text serialization (CSV, Gnuplot, Console, ...).
elki.similarity.kernel	Kernel functions.
elki.timeseries	Algorithms for change point detection in time series.
elki.utilities	Utility and helper classes - commonly used data structures, output formatting, exceptions, ...
elki.visualization.parallel3d	3DPC: 3D parallel coordinate plot visualization for ELKI.

Classes in elki.utilities used by elki.algorithm

Class	Description
Priority	This annotation is used for sorting entries in the UIs.

Classes in elki.utilities used by elki.application

Class	Description
Alias	This interface defines alias names for classes.

Classes in elki.utilities used by elki.classification

Class	Description
Priority	This annotation is used for sorting entries in the UIs.

Classes in elki.utilities used by elki.clustering

Class	Description
Priority	This annotation is used for sorting entries in the UIs.

Classes in elki.utilities used by elki.clustering.dbscan

Class	Description
Priority	This annotation is used for sorting entries in the UIs.

Classes in elki.utilities used by elki.clustering.em

Class	Description
Priority	This annotation is used for sorting entries in the UIs.

Classes in elki.utilities used by elki.clustering.hierarchical

Class	Description
Alias	This interface defines alias names for classes.
Priority	This annotation is used for sorting entries in the UIs.

Classes in elki.utilities used by elki.clustering.hierarchical.birch

Class	Description
Alias	This interface defines alias names for classes.

Classes in elki.utilities used by elki.clustering.hierarchical.extraction

Class	Description
Priority	This annotation is used for sorting entries in the UIs.

Classes in elki.utilities used by elki.clustering.hierarchical.linkage

Class	Description
Alias	This interface defines alias names for classes.
Priority	This annotation is used for sorting entries in the UIs.

Classes in elki.utilities used by elki.clustering.kmeans

Class	Description
Alias	This interface defines alias names for classes.
Priority	This annotation is used for sorting entries in the UIs.

Classes in elki.utilities used by elki.clustering.kmeans.initialization

Class	Description
Priority	This annotation is used for sorting entries in the UIs.

Classes in elki.utilities used by elki.clustering.kmeans.initialization.betula

Class	Description
Alias	This interface defines alias names for classes.

Classes in elki.utilities used by elki.clustering.kmeans.spherical

Class	Description
Priority	This annotation is used for sorting entries in the UIs.

Classes in elki.utilities used by elki.clustering.kmedoids

Class	Description
Priority	This annotation is used for sorting entries in the UIs.

Classes in elki.utilities used by elki.clustering.kmedoids.initialization

Class	Description
Priority	This annotation is used for sorting entries in the UIs.

Classes in elki.utilities used by elki.clustering.optics

Class	Description
Alias	This interface defines alias names for classes.
Priority	This annotation is used for sorting entries in the UIs.

Classes in elki.utilities used by elki.clustering.silhouette

Class	Description
Priority	This annotation is used for sorting entries in the UIs.

Classes in elki.utilities used by elki.clustering.subspace

Class	Description
Priority	This annotation is used for sorting entries in the UIs.

Classes in elki.utilities used by elki.clustering.trivial

Class	Description
Priority	This annotation is used for sorting entries in the UIs.

Classes in elki.utilities used by elki.database.ids.integer

Class	Description
Priority	This annotation is used for sorting entries in the UIs.

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

Class	Description
Alias	This interface defines alias names for classes.
Priority	This annotation is used for sorting entries in the UIs.

Classes in elki.utilities used by elki.datasource

Class	Description
Priority	This annotation is used for sorting entries in the UIs.

Classes in elki.utilities used by elki.datasource.filter.normalization.columnwise

Class	Description
Alias	This interface defines alias names for classes.
Priority	This annotation is used for sorting entries in the UIs.

Classes in elki.utilities used by elki.datasource.filter.transform

Class	Description
Alias	This interface defines alias names for classes.
Priority	This annotation is used for sorting entries in the UIs.

Classes in elki.utilities used by elki.distance

Class	Description
Alias	This interface defines alias names for classes.
Priority	This annotation is used for sorting entries in the UIs.

Classes in elki.utilities used by elki.distance.minkowski

Class	Description
Alias	This interface defines alias names for classes.
Priority	This annotation is used for sorting entries in the UIs.

Classes in elki.utilities used by elki.distance.probabilistic

Class	Description
Alias	This interface defines alias names for classes.
Priority	This annotation is used for sorting entries in the UIs.

Classes in elki.utilities used by elki.evaluation.clustering.internal

Class	Description
Alias	This interface defines alias names for classes.

Classes in elki.utilities used by elki.gui.minigui

Class	Description
Alias	This interface defines alias names for classes.

Classes in elki.utilities used by elki.gui.multistep

Class	Description
Alias	This interface defines alias names for classes.

Classes in elki.utilities used by elki.index.tree.betula.distance

Class	Description
Alias	This interface defines alias names for classes.
Priority	This annotation is used for sorting entries in the UIs.

Classes in elki.utilities used by elki.index.tree.betula.features

Class	Description
Alias	This interface defines alias names for classes.
Priority	This annotation is used for sorting entries in the UIs.

Classes in elki.utilities used by elki.index.tree.metrical.covertree

Class	Description
Priority	This annotation is used for sorting entries in the UIs.

Classes in elki.utilities used by elki.index.tree.metrical.mtreevariants.mtree

Class	Description
Alias	This interface defines alias names for classes.

Classes in elki.utilities used by elki.index.tree.metrical.mtreevariants.strategies.split

Class	Description
Priority	This annotation is used for sorting entries in the UIs.

Classes in elki.utilities used by elki.index.tree.metrical.vptree

Class	Description
Alias	This interface defines alias names for classes.

Classes in elki.utilities used by elki.index.tree.spatial.kd

Class	Description
Alias	This interface defines alias names for classes.
Priority	This annotation is used for sorting entries in the UIs.

Classes in elki.utilities used by elki.index.tree.spatial.rstarvariants.rstar

Class	Description
Alias	This interface defines alias names for classes.

Classes in elki.utilities used by elki.index.tree.spatial.rstarvariants.strategies.bulk

Class	Description
Alias	This interface defines alias names for classes.

Classes in elki.utilities used by elki.itemsetmining

Class	Description
Priority	This annotation is used for sorting entries in the UIs.

Classes in elki.utilities used by elki.itemsetmining.associationrules.interest

Class	Description
Alias	This interface defines alias names for classes.

Classes in elki.utilities used by elki.math.geodesy

Class	Description
Alias	This interface defines alias names for classes.

Classes in elki.utilities used by elki.math.statistics.dependence

Class	Description
Priority	This annotation is used for sorting entries in the UIs.

Classes in elki.utilities used by elki.math.statistics.distribution

Class	Description
Alias	This interface defines alias names for classes.

Classes in elki.utilities used by elki.math.statistics.kernelfunctions

Class	Description
Alias	This interface defines alias names for classes.

Classes in elki.utilities used by elki.outlier.anglebased

Class	Description
Alias	This interface defines alias names for classes.

Classes in elki.utilities used by elki.outlier.distance

Class	Description
Alias	This interface defines alias names for classes.
Priority	This annotation is used for sorting entries in the UIs.

Classes in elki.utilities used by elki.outlier.lof

Class	Description
Priority	This annotation is used for sorting entries in the UIs.

Classes in elki.utilities used by elki.outlier.trivial

Class	Description
Priority	This annotation is used for sorting entries in the UIs.

Classes in elki.utilities used by elki.projection

Class	Description
Alias	This interface defines alias names for classes.
Priority	This annotation is used for sorting entries in the UIs.

Classes in elki.utilities used by elki.result

Class	Description
Alias	This interface defines alias names for classes.
Priority	This annotation is used for sorting entries in the UIs.

Classes in elki.utilities used by elki.result.textwriter

Class	Description
HandlerList	Manages a list of handlers for objects.

Classes in elki.utilities used by elki.similarity.kernel

Class	Description
Alias	This interface defines alias names for classes.
Priority	This annotation is used for sorting entries in the UIs.

Classes in elki.utilities used by elki.timeseries

Class	Description
Priority	This annotation is used for sorting entries in the UIs.

Classes in elki.utilities used by elki.utilities

Class	Description
ELKIBuilder	Builder utility class.
ELKIServiceRegistry.Entry	Entry in the service registry.

Classes in elki.utilities used by elki.visualization.parallel3d

Class	Description
Alias	This interface defines alias names for classes.