Uses of Package
de.lmu.ifi.dbs.elki.utilities

Packages that use de.lmu.ifi.dbs.elki.utilities

Package	Description
de.lmu.ifi.dbs.elki.algorithm	Algorithms suitable as a task for the KDDTask main routine.
de.lmu.ifi.dbs.elki.algorithm.classification	Classification algorithms.
de.lmu.ifi.dbs.elki.algorithm.clustering	Clustering algorithms Clustering algorithms are supposed to implement the Algorithm-Interface.
de.lmu.ifi.dbs.elki.algorithm.clustering.em	Expectation-Maximization clustering algorithm.
de.lmu.ifi.dbs.elki.algorithm.clustering.gdbscan	Generalized DBSCAN Generalized DBSCAN is an abstraction of the original DBSCAN idea, that allows the use of arbitrary "neighborhood" and "core point" predicates.
de.lmu.ifi.dbs.elki.algorithm.clustering.hierarchical	Hierarchical agglomerative clustering (HAC).
de.lmu.ifi.dbs.elki.algorithm.clustering.hierarchical.birch	BIRCH clustering.
de.lmu.ifi.dbs.elki.algorithm.clustering.hierarchical.extraction	Extraction of partitional clusterings from hierarchical results.
de.lmu.ifi.dbs.elki.algorithm.clustering.hierarchical.linkage	Linkages for hierarchical clustering.
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.optics	OPTICS family of clustering algorithms.
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.itemsetmining	Algorithms for frequent itemset mining such as APRIORI.
de.lmu.ifi.dbs.elki.algorithm.itemsetmining.associationrules.interest	Association rule interestingness measures.
de.lmu.ifi.dbs.elki.algorithm.outlier.anglebased	Angle-based outlier detection algorithms.
de.lmu.ifi.dbs.elki.algorithm.outlier.clustering	Clustering based outlier detection.
de.lmu.ifi.dbs.elki.algorithm.outlier.distance	Distance-based outlier detection algorithms, such as DBOutlier and kNN.
de.lmu.ifi.dbs.elki.algorithm.outlier.lof	LOF family of outlier detection algorithms
de.lmu.ifi.dbs.elki.algorithm.outlier.subspace	Subspace outlier detection methods Methods that detect outliers in subspaces (projections) of the data set.
de.lmu.ifi.dbs.elki.algorithm.outlier.trivial	Trivial outlier detection algorithms: no outliers, all outliers, label outliers.
de.lmu.ifi.dbs.elki.algorithm.projection	Data projections (see also preprocessing filters for basic projections).
de.lmu.ifi.dbs.elki.algorithm.timeseries	Algorithms for change point detection in time series.
de.lmu.ifi.dbs.elki.application	Base classes for standalone applications.
de.lmu.ifi.dbs.elki.application.experiments	Packaged experiments to make them easy to reproduce.
de.lmu.ifi.dbs.elki.data.projection.random	Random projection families
de.lmu.ifi.dbs.elki.datasource	Data normalization (and reconstitution) of data sets
de.lmu.ifi.dbs.elki.datasource.filter.cleaning	Filters for data cleaning.
de.lmu.ifi.dbs.elki.datasource.filter.normalization.columnwise	Normalizations operating on columns / variates; where each column is treated independently.
de.lmu.ifi.dbs.elki.datasource.filter.normalization.instancewise	Instancewise normalization, where each instance is normalized independently.
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.datasource.filter.typeconversions	Filters to perform data type conversions.
de.lmu.ifi.dbs.elki.datasource.parser	Parsers for different file formats and data types The general use-case for any parser is to create objects out of an InputStream (e.g. by reading a data file).
de.lmu.ifi.dbs.elki.distance.distancefunction	Distance functions for use within ELKI.
de.lmu.ifi.dbs.elki.distance.distancefunction.adapter	Distance functions deriving distances from, e.g., similarity measures
de.lmu.ifi.dbs.elki.distance.distancefunction.external	Distance functions using external data sources
de.lmu.ifi.dbs.elki.distance.distancefunction.minkowski	Minkowski space Lp norms such as the popular Euclidean and Manhattan distances.
de.lmu.ifi.dbs.elki.distance.distancefunction.probabilistic	Distance from probability theory, mostly divergences such as K-L-divergence, J-divergence, F-divergence, χ²-divergence, etc.
de.lmu.ifi.dbs.elki.distance.distancefunction.set	Distance functions for binary and set type data.
de.lmu.ifi.dbs.elki.distance.distancefunction.subspace	Distance functions based on subspaces
de.lmu.ifi.dbs.elki.distance.similarityfunction	Similarity functions
de.lmu.ifi.dbs.elki.distance.similarityfunction.kernel	Kernel functions.
de.lmu.ifi.dbs.elki.evaluation.clustering	Evaluation of clustering results
de.lmu.ifi.dbs.elki.evaluation.clustering.internal	Internal evaluation measures for clusterings.
de.lmu.ifi.dbs.elki.evaluation.outlier	Evaluate an outlier score using a misclassification based cost model
de.lmu.ifi.dbs.elki.gui.minigui	A very simple UI to build ELKI command lines
de.lmu.ifi.dbs.elki.gui.multistep	Multi-step GUI for ELKI
de.lmu.ifi.dbs.elki.index.preprocessed.knn	Indexes providing KNN and rKNN data.
de.lmu.ifi.dbs.elki.index.tree.metrical.covertree	Cover-tree variations.
de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants.mtree	MTree
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.index.tree.spatial.kd	K-d-tree and variants
de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.rstar	RStarTree
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.split	Splitting strategies for R-Trees
de.lmu.ifi.dbs.elki.math.geodesy	Functions for computing on the sphere / earth.
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.math.statistics.distribution.estimator	Estimators for statistical distributions.
de.lmu.ifi.dbs.elki.math.statistics.distribution.estimator.meta	Meta estimators: estimators that do not actually estimate themselves, but instead use other estimators, e.g. on a trimmed data set, or as an ensemble.
de.lmu.ifi.dbs.elki.math.statistics.kernelfunctions	Kernel functions from statistics.
de.lmu.ifi.dbs.elki.result	Result types, representation and handling
de.lmu.ifi.dbs.elki.result.textwriter	Text serialization (CSV, Gnuplot, Console, ...)
de.lmu.ifi.dbs.elki.utilities	Utility and helper classes - commonly used data structures, output formatting, exceptions, ...
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.parallel3d	3DPC: 3D parallel coordinate plot visualization for ELKI.

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.algorithm

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

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.algorithm.classification

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

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.algorithm.clustering

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

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.algorithm.clustering.em

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

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.algorithm.clustering.gdbscan

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

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.algorithm.clustering.hierarchical

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

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.algorithm.clustering.hierarchical.birch

Class and Description
Alias This interface defines alias names for classes.

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.algorithm.clustering.hierarchical.extraction

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

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.algorithm.clustering.hierarchical.linkage

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

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.algorithm.clustering.kmeans

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

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.algorithm.clustering.kmeans.initialization

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

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.algorithm.clustering.optics

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

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.algorithm.clustering.subspace

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

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.algorithm.clustering.trivial

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

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.algorithm.itemsetmining

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

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.algorithm.itemsetmining.associationrules.interest

Class and Description
Alias This interface defines alias names for classes.

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.algorithm.outlier.anglebased

Class and Description
Alias This interface defines alias names for classes.

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.algorithm.outlier.clustering

Class and Description
Alias This interface defines alias names for classes.

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.algorithm.outlier.distance

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

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.algorithm.outlier.lof

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

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.algorithm.outlier.subspace

Class and Description
Alias This interface defines alias names for classes.

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.algorithm.outlier.trivial

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

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.algorithm.projection

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

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.algorithm.timeseries

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

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.application

Class and Description
Alias This interface defines alias names for classes.

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.application.experiments

Class and Description
Alias This interface defines alias names for classes.

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.data.projection.random

Class and Description
Alias This interface defines alias names for classes.

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.datasource

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

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.datasource.filter.cleaning

Class and Description
Alias This interface defines alias names for classes.

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.datasource.filter.normalization.columnwise

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

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.datasource.filter.normalization.instancewise

Class and Description
Alias This interface defines alias names for classes.

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.datasource.filter.selection

Class and Description
Alias This interface defines alias names for classes.

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.datasource.filter.transform

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

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.datasource.filter.typeconversions

Class and Description
Alias This interface defines alias names for classes.

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.datasource.parser

Class and Description
Alias This interface defines alias names for classes.

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.distance.distancefunction

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

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.distance.distancefunction.adapter

Class and Description
Alias This interface defines alias names for classes.

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.distance.distancefunction.external

Class and Description
Alias This interface defines alias names for classes.

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.distance.distancefunction.minkowski

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

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.distance.distancefunction.probabilistic

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

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.distance.distancefunction.set

Class and Description
Alias This interface defines alias names for classes.

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.distance.distancefunction.subspace

Class and Description
Alias This interface defines alias names for classes.

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.distance.similarityfunction

Class and Description
Alias This interface defines alias names for classes.

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.distance.similarityfunction.kernel

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

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.evaluation.clustering

Class and Description
Alias This interface defines alias names for classes.

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.evaluation.clustering.internal

Class and Description
Alias This interface defines alias names for classes.

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.evaluation.outlier

Class and Description
Alias This interface defines alias names for classes.

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.gui.minigui

Class and Description
Alias This interface defines alias names for classes.

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.gui.multistep

Class and Description
Alias This interface defines alias names for classes.

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.index.preprocessed.knn

Class and Description
Alias This interface defines alias names for classes.

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.index.tree.metrical.covertree

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

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants.mtree

Class and Description
Alias This interface defines alias names for classes.

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants.strategies.split

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

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.index.tree.spatial.kd

Class and Description
Alias This interface defines alias names for classes.

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.rstar

Class and Description
Alias This interface defines alias names for classes.

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.strategies.bulk

Class and Description
Alias This interface defines alias names for classes.

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.strategies.split

Class and Description
Alias This interface defines alias names for classes.

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.math.geodesy

Class and Description
Alias This interface defines alias names for classes.

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.math.statistics.dependence

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

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.math.statistics.distribution

Class and Description
Alias This interface defines alias names for classes.

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.math.statistics.distribution.estimator

Class and Description
Alias This interface defines alias names for classes.

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.math.statistics.distribution.estimator.meta

Class and Description
Alias This interface defines alias names for classes.

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.math.statistics.kernelfunctions

Class and Description
Alias This interface defines alias names for classes.

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.result

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

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.result.textwriter

Class and Description
HandlerList Manages a list of handlers for objects.

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.utilities

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

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.utilities.scaling.outlier

Class and Description
Alias This interface defines alias names for classes.

Classes in de.lmu.ifi.dbs.elki.utilities used by de.lmu.ifi.dbs.elki.visualization.parallel3d

Class and Description
Alias This interface defines alias names for classes.