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

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

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 Clustering algorithms are supposed to implement the Algorithm-Interface.
de.lmu.ifi.dbs.elki.algorithm.clustering.correlation	Correlation clustering algorithms
de.lmu.ifi.dbs.elki.algorithm.clustering.correlation.cash	Helper classes for the CASH algorithm.
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.subspace.clique	Helper classes for the CLIQUE algorithm.
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.visualization	Visualization applications in ELKI.
de.lmu.ifi.dbs.elki.data	Basic classes for different data types, database object types and label types.
de.lmu.ifi.dbs.elki.data.model	Cluster models classes for various algorithms.
de.lmu.ifi.dbs.elki.data.spatial	Spatial data types - interfaces and utilities.
de.lmu.ifi.dbs.elki.data.type	Data type information, also used for type restrictions.
de.lmu.ifi.dbs.elki.datasource.filter	Data filtering, in particular for normalization and projection.
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.correlation	Distance functions using correlations.
de.lmu.ifi.dbs.elki.distance.distancefunction.geo	Geographic (earth) distance functions.
de.lmu.ifi.dbs.elki.distance.distancefunction.subspace	Distance functions based on subspaces.
de.lmu.ifi.dbs.elki.distance.distancefunction.timeseries	Distance functions designed for time series.
de.lmu.ifi.dbs.elki.distance.distancevalue	Distance values, i.e. object storing an actual distance value along with comparison functions and value parsers.
de.lmu.ifi.dbs.elki.distance.similarityfunction.kernel	Kernel functions.
de.lmu.ifi.dbs.elki.evaluation.histogram	Functionality for the evaluation of algorithms using histograms.
de.lmu.ifi.dbs.elki.evaluation.paircounting	Evaluation of clustering results via pair counting.
de.lmu.ifi.dbs.elki.evaluation.paircounting.generator	Pair generation for pair counting evaluation.
de.lmu.ifi.dbs.elki.evaluation.roc	Evaluation of rankings using ROC AUC (Receiver Operation Characteristics - Area Under Curve)
de.lmu.ifi.dbs.elki.index.preprocessed	Index structure based on preprocessors
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.subspaceproj	Index using a preprocessed local subspaces.
de.lmu.ifi.dbs.elki.index.tree.spatial	Tree-based index structures for spatial indexing.
de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants	R*-Tree and variants.
de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.deliclu	DeLiCluTree
de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.rstar	RStarTree
de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.util	Utilities for R*-Tree and variants.
de.lmu.ifi.dbs.elki.math	Mathematical operations and utilities used throughout the framework.
de.lmu.ifi.dbs.elki.math.linearalgebra	Linear Algebra package provides classes and computational methods for operations on matrices.
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.result.textwriter	Text serialization (CSV, Gnuplot, Console, ...)
de.lmu.ifi.dbs.elki.result.textwriter.naming	Naming schemes for clusters (for output when an algorithm doesn't generate cluster names).
de.lmu.ifi.dbs.elki.utilities	Utility and helper classes - commonly used data structures, output formatting, exceptions, ...
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.
de.lmu.ifi.dbs.elki.visualization.gui	Package to provide a visualization GUI.
de.lmu.ifi.dbs.elki.visualization.opticsplot	Code for drawing OPTICS plots
de.lmu.ifi.dbs.elki.visualization.projections	Visualization projections
de.lmu.ifi.dbs.elki.visualization.projector	Projectors are responsible for finding appropriate projections for data relations.
de.lmu.ifi.dbs.elki.visualization.scales	Scales handling for plotting.
de.lmu.ifi.dbs.elki.visualization.svg	Base SVG functionality (generation, markers, thumbnails, export, ...).
de.lmu.ifi.dbs.elki.visualization.visualizers	Visualizers for various results
de.lmu.ifi.dbs.elki.visualization.visualizers.optics	Visualizers that do work on OPTICS plots
de.lmu.ifi.dbs.elki.visualization.visualizers.vis1d	Visualizers based on 1D projections.
de.lmu.ifi.dbs.elki.visualization.visualizers.vis2d	Visualizers based on 2D projections.

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

BitVector
Provides a BitVector wrapping a BitSet.

NumberVector
Interface NumberVector defines the methods that should be implemented by any Object that is element of a real vector space of type N.

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

Cluster
Generic cluster class, that may or not have hierarchical information.

Clustering
Result class for clusterings.

NumberVector
Interface NumberVector defines the methods that should be implemented by any Object that is element of a real vector space of type N.

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

Cluster
Generic cluster class, that may or not have hierarchical information.

Clustering
Result class for clusterings.

NumberVector
Interface NumberVector defines the methods that should be implemented by any Object that is element of a real vector space of type N.

ParameterizationFunction
A parameterization function describes all lines in a d-dimensional feature space intersecting in one point p.

Classes in de.lmu.ifi.dbs.elki.data used by de.lmu.ifi.dbs.elki.algorithm.clustering.correlation.cash

HyperBoundingBox
HyperBoundingBox represents a hyperrectangle in the multidimensional space.

ParameterizationFunction
A parameterization function describes all lines in a d-dimensional feature space intersecting in one point p.

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

Cluster
Generic cluster class, that may or not have hierarchical information.

Clustering
Result class for clusterings.

NumberVector
Interface NumberVector defines the methods that should be implemented by any Object that is element of a real vector space of type N.

Subspace
Represents a subspace of the original data space.

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

Interval
Represents an interval in a certain dimension of the data space.

NumberVector
Interface NumberVector defines the methods that should be implemented by any Object that is element of a real vector space of type N.

Subspace
Represents a subspace of the original data space.

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

Clustering
Result class for clusterings.

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

NumberVector
Interface NumberVector defines the methods that should be implemented by any Object that is element of a real vector space of type N.

Classes in de.lmu.ifi.dbs.elki.data used by de.lmu.ifi.dbs.elki.algorithm.outlier.meta

NumberVector
Interface NumberVector defines the methods that should be implemented by any Object that is element of a real vector space of type N.

Classes in de.lmu.ifi.dbs.elki.data used by de.lmu.ifi.dbs.elki.algorithm.outlier.spatial

NumberVector
Interface NumberVector defines the methods that should be implemented by any Object that is element of a real vector space of type N.

Classes in de.lmu.ifi.dbs.elki.data used by de.lmu.ifi.dbs.elki.algorithm.statistics

DoubleVector
A DoubleVector is to store real values approximately as double values.

NumberVector
Interface NumberVector defines the methods that should be implemented by any Object that is element of a real vector space of type N.

Classes in de.lmu.ifi.dbs.elki.data used by de.lmu.ifi.dbs.elki.application.visualization

NumberVector
Interface NumberVector defines the methods that should be implemented by any Object that is element of a real vector space of type N.

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

AbstractNumberVector
AbstractNumberVector is an abstract implementation of FeatureVector.

Arithmetic
An interface to define requirements for a number to perform arithmetic operations.

Bit
Provides a bit number.

BitVector
Provides a BitVector wrapping a BitSet.

ClassLabel
A ClassLabel to identify a certain class of objects that is to discern from other classes by a classifier.

ClassLabel.Factory
Class label factory

Cluster
Generic cluster class, that may or not have hierarchical information.

DoubleVector
A DoubleVector is to store real values approximately as double values.

FeatureVector
Generic FeatureVector class that can contain any type of data (i.e. numerical or categorical attributes).

FloatVector
A FloatVector is to store real values approximately as float values.

HierarchicalClassLabel
A HierarchicalClassLabel is a ClassLabel to reflect a hierarchical structure of classes.

HyperBoundingBox
HyperBoundingBox represents a hyperrectangle in the multidimensional space.

IntegerVector
An IntegerVector is to store integer values.

Interval
Represents an interval in a certain dimension of the data space.

NumberVector
Interface NumberVector defines the methods that should be implemented by any Object that is element of a real vector space of type N.

OneDimensionalDoubleVector
Specialized class implementing a one-dimensional double vector without using an array.

ParameterizationFunction.ExtremumType
Available types for the global extremum.

RationalNumber
RationalNumber represents rational numbers in arbitrary precision.

SimpleClassLabel
A simple class label casting a String as it is as label.

SparseFeatureVector
Extended interface for sparse feature vector types

SparseFloatVector
A SparseFloatVector is to store real values approximately as float values.

SparseNumberVector
Combines the SparseFeatureVector and NumberVector

Subspace
Represents a subspace of the original data space.

Classes in de.lmu.ifi.dbs.elki.data used by de.lmu.ifi.dbs.elki.data.model

FeatureVector
Generic FeatureVector class that can contain any type of data (i.e. numerical or categorical attributes).

NumberVector
Interface NumberVector defines the methods that should be implemented by any Object that is element of a real vector space of type N.

Subspace
Represents a subspace of the original data space.

Classes in de.lmu.ifi.dbs.elki.data used by de.lmu.ifi.dbs.elki.data.spatial

HyperBoundingBox
HyperBoundingBox represents a hyperrectangle in the multidimensional space.

Classes in de.lmu.ifi.dbs.elki.data used by de.lmu.ifi.dbs.elki.data.type

BitVector
Provides a BitVector wrapping a BitSet.

ClassLabel
A ClassLabel to identify a certain class of objects that is to discern from other classes by a classifier.

DoubleVector
A DoubleVector is to store real values approximately as double values.

ExternalID
External ID objects.

FeatureVector
Generic FeatureVector class that can contain any type of data (i.e. numerical or categorical attributes).

LabelList
A list of string labels

NumberVector
Interface NumberVector defines the methods that should be implemented by any Object that is element of a real vector space of type N.

SparseFloatVector
A SparseFloatVector is to store real values approximately as float values.

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

ClassLabel.Factory
Class label factory

DoubleVector
A DoubleVector is to store real values approximately as double values.

FeatureVector
Generic FeatureVector class that can contain any type of data (i.e. numerical or categorical attributes).

NumberVector
Interface NumberVector defines the methods that should be implemented by any Object that is element of a real vector space of type N.

SparseFloatVector
A SparseFloatVector is to store real values approximately as float values.

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

BitVector
Provides a BitVector wrapping a BitSet.

DoubleVector
A DoubleVector is to store real values approximately as double values.

FloatVector
A FloatVector is to store real values approximately as float values.

LabelList
A list of string labels

NumberVector
Interface NumberVector defines the methods that should be implemented by any Object that is element of a real vector space of type N.

ParameterizationFunction
A parameterization function describes all lines in a d-dimensional feature space intersecting in one point p.

SparseFloatVector
A SparseFloatVector is to store real values approximately as float values.

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

NumberVector
Interface NumberVector defines the methods that should be implemented by any Object that is element of a real vector space of type N.

SparseNumberVector
Combines the SparseFeatureVector and NumberVector

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

NumberVector
Interface NumberVector defines the methods that should be implemented by any Object that is element of a real vector space of type N.

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

NumberVector
Interface NumberVector defines the methods that should be implemented by any Object that is element of a real vector space of type N.

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

NumberVector
Interface NumberVector defines the methods that should be implemented by any Object that is element of a real vector space of type N.

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

FeatureVector
Generic FeatureVector class that can contain any type of data (i.e. numerical or categorical attributes).

NumberVector
Interface NumberVector defines the methods that should be implemented by any Object that is element of a real vector space of type N.

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

NumberVector
Interface NumberVector defines the methods that should be implemented by any Object that is element of a real vector space of type N.

Classes in de.lmu.ifi.dbs.elki.data used by de.lmu.ifi.dbs.elki.distance.distancevalue

Bit
Provides a bit number.

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

NumberVector
Interface NumberVector defines the methods that should be implemented by any Object that is element of a real vector space of type N.

Classes in de.lmu.ifi.dbs.elki.data used by de.lmu.ifi.dbs.elki.evaluation.histogram

DoubleVector
A DoubleVector is to store real values approximately as double values.

Classes in de.lmu.ifi.dbs.elki.data used by de.lmu.ifi.dbs.elki.evaluation.paircounting

Clustering
Result class for clusterings.

Classes in de.lmu.ifi.dbs.elki.data used by de.lmu.ifi.dbs.elki.evaluation.paircounting.generator

Cluster
Generic cluster class, that may or not have hierarchical information.

Classes in de.lmu.ifi.dbs.elki.data used by de.lmu.ifi.dbs.elki.evaluation.roc

Cluster
Generic cluster class, that may or not have hierarchical information.

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

NumberVector
Interface NumberVector defines the methods that should be implemented by any Object that is element of a real vector space of type N.

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

NumberVector
Interface NumberVector defines the methods that should be implemented by any Object that is element of a real vector space of type N.

Classes in de.lmu.ifi.dbs.elki.data used by de.lmu.ifi.dbs.elki.index.preprocessed.localpca

NumberVector
Interface NumberVector defines the methods that should be implemented by any Object that is element of a real vector space of type N.

Classes in de.lmu.ifi.dbs.elki.data used by de.lmu.ifi.dbs.elki.index.preprocessed.preference

NumberVector
Interface NumberVector defines the methods that should be implemented by any Object that is element of a real vector space of type N.

Classes in de.lmu.ifi.dbs.elki.data used by de.lmu.ifi.dbs.elki.index.preprocessed.subspaceproj

NumberVector
Interface NumberVector defines the methods that should be implemented by any Object that is element of a real vector space of type N.

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

HyperBoundingBox
HyperBoundingBox represents a hyperrectangle in the multidimensional space.

NumberVector
Interface NumberVector defines the methods that should be implemented by any Object that is element of a real vector space of type N.

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

HyperBoundingBox
HyperBoundingBox represents a hyperrectangle in the multidimensional space.

NumberVector
Interface NumberVector defines the methods that should be implemented by any Object that is element of a real vector space of type N.

Classes in de.lmu.ifi.dbs.elki.data used by de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.deliclu

HyperBoundingBox
HyperBoundingBox represents a hyperrectangle in the multidimensional space.

NumberVector
Interface NumberVector defines the methods that should be implemented by any Object that is element of a real vector space of type N.

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

NumberVector
Interface NumberVector defines the methods that should be implemented by any Object that is element of a real vector space of type N.

Classes in de.lmu.ifi.dbs.elki.data used by de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.util

HyperBoundingBox
HyperBoundingBox represents a hyperrectangle in the multidimensional space.

Classes in de.lmu.ifi.dbs.elki.data used by de.lmu.ifi.dbs.elki.math

NumberVector
Interface NumberVector defines the methods that should be implemented by any Object that is element of a real vector space of type N.

Classes in de.lmu.ifi.dbs.elki.data used by de.lmu.ifi.dbs.elki.math.linearalgebra

NumberVector
Interface NumberVector defines the methods that should be implemented by any Object that is element of a real vector space of type N.

RationalNumber
RationalNumber represents rational numbers in arbitrary precision.

Classes in de.lmu.ifi.dbs.elki.data used by de.lmu.ifi.dbs.elki.math.linearalgebra.pca

NumberVector
Interface NumberVector defines the methods that should be implemented by any Object that is element of a real vector space of type N.

Classes in de.lmu.ifi.dbs.elki.data used by de.lmu.ifi.dbs.elki.math.spacefillingcurves

NumberVector
Interface NumberVector defines the methods that should be implemented by any Object that is element of a real vector space of type N.

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

Clustering
Result class for clusterings.

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

Cluster
Generic cluster class, that may or not have hierarchical information.

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

Cluster
Generic cluster class, that may or not have hierarchical information.

Clustering
Result class for clusterings.

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

ClassLabel
A ClassLabel to identify a certain class of objects that is to discern from other classes by a classifier.

DoubleVector
A DoubleVector is to store real values approximately as double values.

FeatureVector
Generic FeatureVector class that can contain any type of data (i.e. numerical or categorical attributes).

NumberVector
Interface NumberVector defines the methods that should be implemented by any Object that is element of a real vector space of type N.

SparseFloatVector
A SparseFloatVector is to store real values approximately as float values.

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

NumberVector
Interface NumberVector defines the methods that should be implemented by any Object that is element of a real vector space of type N.

Classes in de.lmu.ifi.dbs.elki.data used by de.lmu.ifi.dbs.elki.visualization

Clustering
Result class for clusterings.

Classes in de.lmu.ifi.dbs.elki.data used by de.lmu.ifi.dbs.elki.visualization.gui

ClassLabel
A ClassLabel to identify a certain class of objects that is to discern from other classes by a classifier.

Classes in de.lmu.ifi.dbs.elki.data used by de.lmu.ifi.dbs.elki.visualization.opticsplot

Clustering
Result class for clusterings.

Classes in de.lmu.ifi.dbs.elki.data used by de.lmu.ifi.dbs.elki.visualization.projections

NumberVector
Interface NumberVector defines the methods that should be implemented by any Object that is element of a real vector space of type N.

Classes in de.lmu.ifi.dbs.elki.data used by de.lmu.ifi.dbs.elki.visualization.projector

NumberVector
Interface NumberVector defines the methods that should be implemented by any Object that is element of a real vector space of type N.

Classes in de.lmu.ifi.dbs.elki.data used by de.lmu.ifi.dbs.elki.visualization.scales

NumberVector
Interface NumberVector defines the methods that should be implemented by any Object that is element of a real vector space of type N.

Classes in de.lmu.ifi.dbs.elki.data used by de.lmu.ifi.dbs.elki.visualization.svg

NumberVector
Interface NumberVector defines the methods that should be implemented by any Object that is element of a real vector space of type N.

Classes in de.lmu.ifi.dbs.elki.data used by de.lmu.ifi.dbs.elki.visualization.visualizers

NumberVector
Interface NumberVector defines the methods that should be implemented by any Object that is element of a real vector space of type N.

Classes in de.lmu.ifi.dbs.elki.data used by de.lmu.ifi.dbs.elki.visualization.visualizers.optics

Cluster
Generic cluster class, that may or not have hierarchical information.

Clustering
Result class for clusterings.

Classes in de.lmu.ifi.dbs.elki.data used by de.lmu.ifi.dbs.elki.visualization.visualizers.vis1d

Clustering
Result class for clusterings.

NumberVector
Interface NumberVector defines the methods that should be implemented by any Object that is element of a real vector space of type N.

Classes in de.lmu.ifi.dbs.elki.data used by de.lmu.ifi.dbs.elki.visualization.visualizers.vis2d

Clustering
Result class for clusterings.

NumberVector
Interface NumberVector defines the methods that should be implemented by any Object that is element of a real vector space of type N.