Uses of Package
de.lmu.ifi.dbs.elki.distance.distancefunction

Packages that use de.lmu.ifi.dbs.elki.distance.distancefunction

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.classification	Classification algorithms.
de.lmu.ifi.dbs.elki.algorithm.clustering	Clustering algorithms.
de.lmu.ifi.dbs.elki.algorithm.clustering.affinitypropagation	Affinity Propagation (AP) clustering.
de.lmu.ifi.dbs.elki.algorithm.clustering.em	Expectation-Maximization clustering algorithm.
de.lmu.ifi.dbs.elki.algorithm.clustering.gdbscan	Generalized DBSCAN.
de.lmu.ifi.dbs.elki.algorithm.clustering.hierarchical	Hierarchical agglomerative clustering (HAC).
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.kmeans.parallel	Parallelized implementations of k-means.
de.lmu.ifi.dbs.elki.algorithm.clustering.kmeans.quality	Quality measures for k-Means results.
de.lmu.ifi.dbs.elki.algorithm.clustering.optics	OPTICS family of clustering algorithms.
de.lmu.ifi.dbs.elki.algorithm.clustering.uncertain	Clustering algorithms for uncertain data.
de.lmu.ifi.dbs.elki.algorithm.outlier	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.distance.parallel	Parallel implementations of distance-based outlier detectors.
de.lmu.ifi.dbs.elki.algorithm.outlier.lof	LOF family of outlier detection algorithms.
de.lmu.ifi.dbs.elki.algorithm.outlier.lof.parallel	Parallelized variants of LOF.
de.lmu.ifi.dbs.elki.algorithm.outlier.spatial	Spatial outlier detection algorithms
de.lmu.ifi.dbs.elki.algorithm.outlier.spatial.neighborhood	Spatial outlier neighborhood classes
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.application.cache	Utility applications for the persistence layer such as distance cache builders.
de.lmu.ifi.dbs.elki.application.greedyensemble	Greedy ensembles for outlier detection.
de.lmu.ifi.dbs.elki.database	ELKI database layer - loading, storing, indexing and accessing data
de.lmu.ifi.dbs.elki.database.query.distance	Prepared queries for distances.
de.lmu.ifi.dbs.elki.database.query.knn	Prepared queries for k nearest neighbor (kNN) queries.
de.lmu.ifi.dbs.elki.database.query.range	Prepared queries for ε-range queries, that return all objects within the radius ε.
de.lmu.ifi.dbs.elki.database.relation	Relations, materialized and virtual (views).
de.lmu.ifi.dbs.elki.datasource.filter.normalization.instancewise	Instancewise normalization, where each instance is normalized independently.
de.lmu.ifi.dbs.elki.datasource.filter.transform	Data space transformations.
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.colorhistogram	Distance functions using correlations.
de.lmu.ifi.dbs.elki.distance.distancefunction.correlation	Distance functions using correlations.
de.lmu.ifi.dbs.elki.distance.distancefunction.external	Distance functions using external data sources.
de.lmu.ifi.dbs.elki.distance.distancefunction.geo	Geographic (earth) distance functions.
de.lmu.ifi.dbs.elki.distance.distancefunction.histogram	Distance functions for one-dimensional histograms.
de.lmu.ifi.dbs.elki.distance.distancefunction.minkowski	Minkowski space L_p 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.
de.lmu.ifi.dbs.elki.distance.distancefunction.set	Distance functions for binary and set type data.
de.lmu.ifi.dbs.elki.distance.distancefunction.strings	Distance functions for strings.
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.similarityfunction	Similarity functions.
de.lmu.ifi.dbs.elki.distance.similarityfunction.cluster	Similarity measures for comparing clusters.
de.lmu.ifi.dbs.elki.distance.similarityfunction.kernel	Kernel functions.
de.lmu.ifi.dbs.elki.evaluation.clustering.internal	Internal evaluation measures for clusterings.
de.lmu.ifi.dbs.elki.evaluation.similaritymatrix	Render a distance matrix to visualize a clustering-distance-combination.
de.lmu.ifi.dbs.elki.index	Index structure implementations
de.lmu.ifi.dbs.elki.index.distancematrix	Precomputed distance matrix.
de.lmu.ifi.dbs.elki.index.idistance	iDistance is a distance based indexing technique, using a reference points embedding.
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.preprocessed.localpca	Index using a preprocessed local PCA.
de.lmu.ifi.dbs.elki.index.preprocessed.snn	Indexes providing nearest neighbor sets
de.lmu.ifi.dbs.elki.index.tree.metrical	Tree-based index structures for metrical vector spaces.
de.lmu.ifi.dbs.elki.index.tree.metrical.covertree	Cover-tree variations.
de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants	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.query	Queries on the R-Tree family of indexes: kNN and range queries.
de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.rdknn	RdKNNTree
de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.strategies.reinsert	Reinsertion strategies for R-Trees
de.lmu.ifi.dbs.elki.math.linearalgebra.pca	Principal Component Analysis (PCA) and Eigenvector processing.
de.lmu.ifi.dbs.elki.utilities	Utility and helper classes - commonly used data structures, output formatting, exceptions, ...
tutorial.clustering	Classes from the tutorial on implementing a custom k-means variation.
tutorial.distancefunction	Classes from the tutorial on implementing distance functions.
tutorial.outlier

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

Class and Description
DistanceFunction Base interface for any kind of distances.
NumberVectorDistanceFunction Base interface for the common case of distance functions defined on numerical vectors.
PrimitiveDistanceFunction Primitive distance function that is defined on some kind of object.
SpatialPrimitiveDistanceFunction API for a spatial primitive distance function.

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

Class and Description
DistanceFunction Base interface for any kind of distances.

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

Class and Description
DistanceFunction Base interface for any kind of distances.

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

Class and Description
DistanceFunction Base interface for any kind of distances.

Classes in de.lmu.ifi.dbs.elki.distance.distancefunction used by de.lmu.ifi.dbs.elki.algorithm.clustering.affinitypropagation

Class and Description
DistanceFunction Base interface for any kind of distances.

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

Class and Description
NumberVectorDistanceFunction Base interface for the common case of distance functions defined on numerical vectors.

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

Class and Description
DistanceFunction Base interface for any kind of distances.

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

Class and Description
DistanceFunction Base interface for any kind of distances.
PrimitiveDistanceFunction Primitive distance function that is defined on some kind of object.

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

Class and Description
DistanceFunction Base interface for any kind of distances.
NumberVectorDistanceFunction Base interface for the common case of distance functions defined on numerical vectors.

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

Class and Description
NumberVectorDistanceFunction Base interface for the common case of distance functions defined on numerical vectors.

Classes in de.lmu.ifi.dbs.elki.distance.distancefunction used by de.lmu.ifi.dbs.elki.algorithm.clustering.kmeans.parallel

Class and Description
NumberVectorDistanceFunction Base interface for the common case of distance functions defined on numerical vectors.

Classes in de.lmu.ifi.dbs.elki.distance.distancefunction used by de.lmu.ifi.dbs.elki.algorithm.clustering.kmeans.quality

Class and Description
NumberVectorDistanceFunction Base interface for the common case of distance functions defined on numerical vectors.

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

Class and Description
DistanceFunction Base interface for any kind of distances.
SpatialPrimitiveDistanceFunction API for a spatial primitive distance function.

Classes in de.lmu.ifi.dbs.elki.distance.distancefunction used by de.lmu.ifi.dbs.elki.algorithm.clustering.uncertain

Class and Description
NumberVectorDistanceFunction Base interface for the common case of distance functions defined on numerical vectors.

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

Class and Description
DistanceFunction Base interface for any kind of distances.

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

Class and Description
DistanceFunction Base interface for any kind of distances.

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

Class and Description
DistanceFunction Base interface for any kind of distances.
NumberVectorDistanceFunction Base interface for the common case of distance functions defined on numerical vectors.

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

Class and Description
DistanceFunction Base interface for any kind of distances.

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

Class and Description
DistanceFunction Base interface for any kind of distances.
NumberVectorDistanceFunction Base interface for the common case of distance functions defined on numerical vectors.

Classes in de.lmu.ifi.dbs.elki.distance.distancefunction used by de.lmu.ifi.dbs.elki.algorithm.outlier.lof.parallel

Class and Description
DistanceFunction Base interface for any kind of distances.

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

Class and Description
DistanceFunction Base interface for any kind of distances.
PrimitiveDistanceFunction Primitive distance function that is defined on some kind of object.

Classes in de.lmu.ifi.dbs.elki.distance.distancefunction used by de.lmu.ifi.dbs.elki.algorithm.outlier.spatial.neighborhood

Class and Description
DistanceFunction Base interface for any kind of distances.

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

Class and Description
PrimitiveDistanceFunction Primitive distance function that is defined on some kind of object.

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

Class and Description
DistanceFunction Base interface for any kind of distances.
NumberVectorDistanceFunction Base interface for the common case of distance functions defined on numerical vectors.

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

Class and Description
DistanceFunction Base interface for any kind of distances.

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

Class and Description
DistanceFunction Base interface for any kind of distances.
PrimitiveDistanceFunction Primitive distance function that is defined on some kind of object.

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

Class and Description
DistanceFunction Base interface for any kind of distances.

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

Class and Description
DBIDDistanceFunction Distance functions valid in a database context only (i.e. for DBIDs) For any "distance" that cannot be computed for arbitrary objects, only those that exist in the database and referenced by their ID.
DBIDRangeDistanceFunction Distance functions valid in a static database context only (i.e. for DBIDRanges) For any "distance" that cannot be computed for arbitrary objects, only those that exist in the database and referenced by their ID.
DistanceFunction Base interface for any kind of distances.
PrimitiveDistanceFunction Primitive distance function that is defined on some kind of object.
SpatialPrimitiveDistanceFunction API for a spatial primitive distance function.

Classes in de.lmu.ifi.dbs.elki.distance.distancefunction used by de.lmu.ifi.dbs.elki.database.query.knn

Class and Description
PrimitiveDistanceFunction Primitive distance function that is defined on some kind of object.

Classes in de.lmu.ifi.dbs.elki.distance.distancefunction used by de.lmu.ifi.dbs.elki.database.query.range

Class and Description
PrimitiveDistanceFunction Primitive distance function that is defined on some kind of object.

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

Class and Description
DistanceFunction Base interface for any kind of distances.

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

Class and Description
Norm Abstract interface for a mathematical norm.

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

Class and Description
PrimitiveDistanceFunction Primitive distance function that is defined on some kind of object.

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

Class and Description
AbstractDatabaseDistanceFunction Abstract super class for distance functions needing a database context.
AbstractIndexBasedDistanceFunction Abstract super class for distance functions needing a database index.
AbstractIndexBasedDistanceFunction.Instance The actual instance bound to a particular database.
AbstractIndexBasedDistanceFunction.Parameterizer Parameterization class.
AbstractNumberVectorDistanceFunction Abstract base class for the most common family of distance functions: defined on number vectors and returning double values.
AbstractNumberVectorNorm Abstract base class for double-valued number-vector-based distances based on norms.
AbstractPrimitiveDistanceFunction AbstractDistanceFunction provides some methods valid for any extending class.
AbstractSpatialDistanceFunction Abstract base class for typical distance functions that allow rectangle-to-rectangle lower bounds.
AbstractSpatialNorm Abstract base class for typical distance functions that allow rectangle-to-rectangle lower bounds.
ArcCosineDistanceFunction Cosine distance function for feature vectors.
BrayCurtisDistanceFunction Bray-Curtis distance function / Sørensen–Dice coefficient for continuous spaces.
CanberraDistanceFunction Canberra distance function, a variation of Manhattan distance.
ClarkDistanceFunction Clark distance function for vector spaces.
CosineDistanceFunction Cosine distance function for feature vectors.
DBIDDistanceFunction Distance functions valid in a database context only (i.e. for DBIDs) For any "distance" that cannot be computed for arbitrary objects, only those that exist in the database and referenced by their ID.
DBIDRangeDistanceFunction Distance functions valid in a static database context only (i.e. for DBIDRanges) For any "distance" that cannot be computed for arbitrary objects, only those that exist in the database and referenced by their ID.
DistanceFunction Base interface for any kind of distances.
IndexBasedDistanceFunction Distance function relying on an index (such as preprocessed neighborhoods).
IndexBasedDistanceFunction.Instance Instance interface for Index based distance functions.
Kulczynski1DistanceFunction Kulczynski similarity 1, in distance form.
LorentzianDistanceFunction Lorentzian distance function for vector spaces.
Norm Abstract interface for a mathematical norm.
NumberVectorDistanceFunction Base interface for the common case of distance functions defined on numerical vectors.
PrimitiveDistanceFunction Primitive distance function that is defined on some kind of object.
RandomStableDistanceFunction This is a dummy distance providing random values (obviously not metrical), useful mostly for unit tests and baseline evaluations: obviously this distance provides no benefit whatsoever.
SharedNearestNeighborJaccardDistanceFunction SharedNearestNeighborJaccardDistanceFunction computes the Jaccard coefficient, which is a proper distance metric.
SharedNearestNeighborJaccardDistanceFunction.Instance Actual instance for a dataset.
SpatialPrimitiveDistanceFunction API for a spatial primitive distance function.
WeightedCanberraDistanceFunction Weighted Canberra distance function, a variation of Manhattan distance.
WeightedNumberVectorDistanceFunction Distance functions where each dimension is assigned a weight.

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

Class and Description
AbstractDatabaseDistanceFunction Abstract super class for distance functions needing a database context.
AbstractDatabaseDistanceFunction.Instance The actual instance bound to a particular database.
DistanceFunction Base interface for any kind of distances.

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

Class and Description
AbstractNumberVectorDistanceFunction Abstract base class for the most common family of distance functions: defined on number vectors and returning double values.
AbstractPrimitiveDistanceFunction AbstractDistanceFunction provides some methods valid for any extending class.
AbstractSpatialDistanceFunction Abstract base class for typical distance functions that allow rectangle-to-rectangle lower bounds.
DistanceFunction Base interface for any kind of distances.
MatrixWeightedDistanceFunction Weighted distance for feature vectors.
NumberVectorDistanceFunction Base interface for the common case of distance functions defined on numerical vectors.
PrimitiveDistanceFunction Primitive distance function that is defined on some kind of object.
SpatialPrimitiveDistanceFunction API for a spatial primitive distance function.

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

Class and Description
AbstractNumberVectorDistanceFunction Abstract base class for the most common family of distance functions: defined on number vectors and returning double values.
AbstractPrimitiveDistanceFunction AbstractDistanceFunction provides some methods valid for any extending class.
DistanceFunction Base interface for any kind of distances.
NumberVectorDistanceFunction Base interface for the common case of distance functions defined on numerical vectors.
PrimitiveDistanceFunction Primitive distance function that is defined on some kind of object.
WeightedNumberVectorDistanceFunction Distance functions where each dimension is assigned a weight.

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

Class and Description
AbstractDatabaseDistanceFunction Abstract super class for distance functions needing a database context.
AbstractDBIDRangeDistanceFunction Abstract base class for distance functions that rely on integer offsets within a consecutive range.
DBIDDistanceFunction Distance functions valid in a database context only (i.e. for DBIDs) For any "distance" that cannot be computed for arbitrary objects, only those that exist in the database and referenced by their ID.
DBIDRangeDistanceFunction Distance functions valid in a static database context only (i.e. for DBIDRanges) For any "distance" that cannot be computed for arbitrary objects, only those that exist in the database and referenced by their ID.
DistanceFunction Base interface for any kind of distances.

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

Class and Description
AbstractNumberVectorDistanceFunction Abstract base class for the most common family of distance functions: defined on number vectors and returning double values.
AbstractPrimitiveDistanceFunction AbstractDistanceFunction provides some methods valid for any extending class.
AbstractSpatialDistanceFunction Abstract base class for typical distance functions that allow rectangle-to-rectangle lower bounds.
DistanceFunction Base interface for any kind of distances.
NumberVectorDistanceFunction Base interface for the common case of distance functions defined on numerical vectors.
PrimitiveDistanceFunction Primitive distance function that is defined on some kind of object.
SpatialPrimitiveDistanceFunction API for a spatial primitive distance function.

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

Class and Description
AbstractNumberVectorDistanceFunction Abstract base class for the most common family of distance functions: defined on number vectors and returning double values.
AbstractPrimitiveDistanceFunction AbstractDistanceFunction provides some methods valid for any extending class.
AbstractSpatialDistanceFunction Abstract base class for typical distance functions that allow rectangle-to-rectangle lower bounds.
DistanceFunction Base interface for any kind of distances.
NumberVectorDistanceFunction Base interface for the common case of distance functions defined on numerical vectors.
PrimitiveDistanceFunction Primitive distance function that is defined on some kind of object.
SpatialPrimitiveDistanceFunction API for a spatial primitive distance function.

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

Class and Description
AbstractNumberVectorDistanceFunction Abstract base class for the most common family of distance functions: defined on number vectors and returning double values.
AbstractNumberVectorNorm Abstract base class for double-valued number-vector-based distances based on norms.
AbstractPrimitiveDistanceFunction AbstractDistanceFunction provides some methods valid for any extending class.
AbstractSpatialNorm Abstract base class for typical distance functions that allow rectangle-to-rectangle lower bounds.
DistanceFunction Base interface for any kind of distances.
Norm Abstract interface for a mathematical norm.
NumberVectorDistanceFunction Base interface for the common case of distance functions defined on numerical vectors.
PrimitiveDistanceFunction Primitive distance function that is defined on some kind of object.
SpatialPrimitiveDistanceFunction API for a spatial primitive distance function.
WeightedNumberVectorDistanceFunction Distance functions where each dimension is assigned a weight.

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

Class and Description
AbstractNumberVectorDistanceFunction Abstract base class for the most common family of distance functions: defined on number vectors and returning double values.
AbstractPrimitiveDistanceFunction AbstractDistanceFunction provides some methods valid for any extending class.
AbstractSpatialDistanceFunction Abstract base class for typical distance functions that allow rectangle-to-rectangle lower bounds.
DistanceFunction Base interface for any kind of distances.
NumberVectorDistanceFunction Base interface for the common case of distance functions defined on numerical vectors.
PrimitiveDistanceFunction Primitive distance function that is defined on some kind of object.
SpatialPrimitiveDistanceFunction API for a spatial primitive distance function.

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

Class and Description
AbstractPrimitiveDistanceFunction AbstractDistanceFunction provides some methods valid for any extending class.
DistanceFunction Base interface for any kind of distances.
NumberVectorDistanceFunction Base interface for the common case of distance functions defined on numerical vectors.
PrimitiveDistanceFunction Primitive distance function that is defined on some kind of object.

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

Class and Description
AbstractPrimitiveDistanceFunction AbstractDistanceFunction provides some methods valid for any extending class.
DistanceFunction Base interface for any kind of distances.
PrimitiveDistanceFunction Primitive distance function that is defined on some kind of object.

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

Class and Description
AbstractNumberVectorDistanceFunction Abstract base class for the most common family of distance functions: defined on number vectors and returning double values.
AbstractNumberVectorNorm Abstract base class for double-valued number-vector-based distances based on norms.
AbstractPrimitiveDistanceFunction AbstractDistanceFunction provides some methods valid for any extending class.
AbstractSpatialNorm Abstract base class for typical distance functions that allow rectangle-to-rectangle lower bounds.
DistanceFunction Base interface for any kind of distances.
Norm Abstract interface for a mathematical norm.
NumberVectorDistanceFunction Base interface for the common case of distance functions defined on numerical vectors.
PrimitiveDistanceFunction Primitive distance function that is defined on some kind of object.
SpatialPrimitiveDistanceFunction API for a spatial primitive distance function.

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

Class and Description
AbstractNumberVectorDistanceFunction Abstract base class for the most common family of distance functions: defined on number vectors and returning double values.
AbstractPrimitiveDistanceFunction AbstractDistanceFunction provides some methods valid for any extending class.
DistanceFunction Base interface for any kind of distances.
NumberVectorDistanceFunction Base interface for the common case of distance functions defined on numerical vectors.
PrimitiveDistanceFunction Primitive distance function that is defined on some kind of object.

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

Class and Description
PrimitiveDistanceFunction Primitive distance function that is defined on some kind of object.

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

Class and Description
DistanceFunction Base interface for any kind of distances.
PrimitiveDistanceFunction Primitive distance function that is defined on some kind of object.

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

Class and Description
DistanceFunction Base interface for any kind of distances.
PrimitiveDistanceFunction Primitive distance function that is defined on some kind of object.

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

Class and Description
DistanceFunction Base interface for any kind of distances.
NumberVectorDistanceFunction Base interface for the common case of distance functions defined on numerical vectors.
PrimitiveDistanceFunction Primitive distance function that is defined on some kind of object.

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

Class and Description
DistanceFunction Base interface for any kind of distances.

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

Class and Description
DistanceFunction Base interface for any kind of distances.

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

Class and Description
DistanceFunction Base interface for any kind of distances.

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

Class and Description
DistanceFunction Base interface for any kind of distances.

Classes in de.lmu.ifi.dbs.elki.distance.distancefunction used by de.lmu.ifi.dbs.elki.index.lsh.hashfamilies

Class and Description
DistanceFunction Base interface for any kind of distances.

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

Class and Description
DistanceFunction Base interface for any kind of distances.

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

Class and Description
DistanceFunction Base interface for any kind of distances.

Classes in de.lmu.ifi.dbs.elki.distance.distancefunction used by de.lmu.ifi.dbs.elki.index.preprocessed.snn

Class and Description
DistanceFunction Base interface for any kind of distances.

Classes in de.lmu.ifi.dbs.elki.distance.distancefunction used by de.lmu.ifi.dbs.elki.index.tree.metrical

Class and Description
DistanceFunction Base interface for any kind of distances.

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

Class and Description
DistanceFunction Base interface for any kind of distances.

Classes in de.lmu.ifi.dbs.elki.distance.distancefunction used by de.lmu.ifi.dbs.elki.index.tree.metrical.mtreevariants

Class and Description
DistanceFunction Base interface for any kind of distances.

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

Class and Description
Norm Abstract interface for a mathematical norm.

Classes in de.lmu.ifi.dbs.elki.distance.distancefunction used by de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.query

Class and Description
SpatialPrimitiveDistanceFunction API for a spatial primitive distance function.

Classes in de.lmu.ifi.dbs.elki.distance.distancefunction used by de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.rdknn

Class and Description
SpatialPrimitiveDistanceFunction API for a spatial primitive distance function.

Classes in de.lmu.ifi.dbs.elki.distance.distancefunction used by de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.strategies.reinsert

Class and Description
SpatialPrimitiveDistanceFunction API for a spatial primitive distance function.

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

Class and Description
PrimitiveDistanceFunction Primitive distance function that is defined on some kind of object.

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

Class and Description
DistanceFunction Base interface for any kind of distances.

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

Class and Description
DistanceFunction Base interface for any kind of distances.
NumberVectorDistanceFunction Base interface for the common case of distance functions defined on numerical vectors.

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

Class and Description
AbstractNumberVectorDistanceFunction Abstract base class for the most common family of distance functions: defined on number vectors and returning double values.
AbstractPrimitiveDistanceFunction AbstractDistanceFunction provides some methods valid for any extending class.
DistanceFunction Base interface for any kind of distances.
NumberVectorDistanceFunction Base interface for the common case of distance functions defined on numerical vectors.
PrimitiveDistanceFunction Primitive distance function that is defined on some kind of object.

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

Class and Description
DistanceFunction Base interface for any kind of distances.