Uses of Class
de.lmu.ifi.dbs.elki.distance.distancefunction.AbstractNumberVectorDistanceFunction

Packages that use AbstractNumberVectorDistanceFunction

Package	Description
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.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.subspace	Distance functions based on subspaces.
de.lmu.ifi.dbs.elki.distance.distancefunction.timeseries	Distance functions designed for time series.
tutorial.distancefunction	Classes from the tutorial on implementing distance functions.

Uses of AbstractNumberVectorDistanceFunction in de.lmu.ifi.dbs.elki.distance.distancefunction

Subclasses of AbstractNumberVectorDistanceFunction in de.lmu.ifi.dbs.elki.distance.distancefunction

Modifier and Type	Class and Description
class	AbstractNumberVectorNorm Abstract base class for double-valued number-vector-based distances based on norms.
class	AbstractSpatialDistanceFunction Abstract base class for typical distance functions that allow rectangle-to-rectangle lower bounds.
class	AbstractSpatialNorm Abstract base class for typical distance functions that allow rectangle-to-rectangle lower bounds.
class	ArcCosineDistanceFunction Cosine distance function for feature vectors.
class	BrayCurtisDistanceFunction Bray-Curtis distance function / Sørensen–Dice coefficient for continuous spaces.
class	CanberraDistanceFunction Canberra distance function, a variation of Manhattan distance.
class	ClarkDistanceFunction Clark distance function for vector spaces.
class	CosineDistanceFunction Cosine distance function for feature vectors.
class	Kulczynski1DistanceFunction Kulczynski similarity 1, in distance form.
class	LorentzianDistanceFunction Lorentzian distance function for vector spaces.
class	MatrixWeightedDistanceFunction Weighted distance for feature vectors.
class	WeightedCanberraDistanceFunction Weighted Canberra distance function, a variation of Manhattan distance.

Uses of AbstractNumberVectorDistanceFunction in de.lmu.ifi.dbs.elki.distance.distancefunction.colorhistogram

Subclasses of AbstractNumberVectorDistanceFunction in de.lmu.ifi.dbs.elki.distance.distancefunction.colorhistogram

Modifier and Type	Class and Description
class	HistogramIntersectionDistanceFunction Intersection distance for color histograms.
class	HSBHistogramQuadraticDistanceFunction Distance function for HSB color histograms based on a quadratic form and color similarity.
class	RGBHistogramQuadraticDistanceFunction Distance function for RGB color histograms based on a quadratic form and color similarity.

Uses of AbstractNumberVectorDistanceFunction in de.lmu.ifi.dbs.elki.distance.distancefunction.correlation

Subclasses of AbstractNumberVectorDistanceFunction in de.lmu.ifi.dbs.elki.distance.distancefunction.correlation

Modifier and Type	Class and Description
class	AbsolutePearsonCorrelationDistanceFunction Absolute Pearson correlation distance function for feature vectors.
class	AbsoluteUncenteredCorrelationDistanceFunction Absolute uncentered correlation distance function for feature vectors.
class	PearsonCorrelationDistanceFunction Pearson correlation distance function for feature vectors.
class	SquaredPearsonCorrelationDistanceFunction Squared Pearson correlation distance function for feature vectors.
class	SquaredUncenteredCorrelationDistanceFunction Squared uncentered correlation distance function for feature vectors.
class	UncenteredCorrelationDistanceFunction Uncentered correlation distance.
class	WeightedPearsonCorrelationDistanceFunction Pearson correlation distance function for feature vectors.
class	WeightedSquaredPearsonCorrelationDistanceFunction Squared Pearson correlation distance function for feature vectors.

Uses of AbstractNumberVectorDistanceFunction in de.lmu.ifi.dbs.elki.distance.distancefunction.geo

Subclasses of AbstractNumberVectorDistanceFunction in de.lmu.ifi.dbs.elki.distance.distancefunction.geo

Modifier and Type	Class and Description
class	DimensionSelectingLatLngDistanceFunction Distance function for 2D vectors in Latitude, Longitude form.
class	LatLngDistanceFunction Distance function for 2D vectors in Latitude, Longitude form.
class	LngLatDistanceFunction Distance function for 2D vectors in Longitude, Latitude form.

Uses of AbstractNumberVectorDistanceFunction in de.lmu.ifi.dbs.elki.distance.distancefunction.histogram

Subclasses of AbstractNumberVectorDistanceFunction in de.lmu.ifi.dbs.elki.distance.distancefunction.histogram

Modifier and Type	Class and Description
class	HistogramMatchDistanceFunction Distance function based on histogram matching, i.e.
class	KolmogorovSmirnovDistanceFunction Distance function based on the Kolmogorov-Smirnov goodness of fit test.

Uses of AbstractNumberVectorDistanceFunction in de.lmu.ifi.dbs.elki.distance.distancefunction.minkowski

Subclasses of AbstractNumberVectorDistanceFunction in de.lmu.ifi.dbs.elki.distance.distancefunction.minkowski

Modifier and Type	Class and Description
class	EuclideanDistanceFunction Euclidean distance for NumberVectors.
class	LPIntegerNormDistanceFunction LP-Norm for NumberVectors, optimized version for integer values of p.
class	LPNormDistanceFunction LP-Norm for NumberVectors.
class	ManhattanDistanceFunction Manhattan distance for NumberVectors.
class	MaximumDistanceFunction Maximum distance for NumberVectors.
class	MinimumDistanceFunction Maximum distance for NumberVectors.
class	SquaredEuclideanDistanceFunction Squared Euclidean distance, optimized for SparseNumberVectors.
class	WeightedEuclideanDistanceFunction Weighted Euclidean distance for NumberVectors.
class	WeightedLPNormDistanceFunction Weighted version of the Minkowski L_p norm distance for NumberVector.
class	WeightedManhattanDistanceFunction Weighted version of the Minkowski L_p metrics distance function for NumberVectors.
class	WeightedMaximumDistanceFunction Weighted version of the Minkowski L_p metrics distance function for NumberVectors.
class	WeightedSquaredEuclideanDistanceFunction Squared Euclidean distance for NumberVectors.

Uses of AbstractNumberVectorDistanceFunction in de.lmu.ifi.dbs.elki.distance.distancefunction.probabilistic

Subclasses of AbstractNumberVectorDistanceFunction in de.lmu.ifi.dbs.elki.distance.distancefunction.probabilistic

Modifier and Type	Class and Description
class	ChiSquaredDistanceFunction Chi-Squared distance function, symmetric version.
class	HellingerDistanceFunction Hellinger kernel / Hellinger distance are used with SIFT vectors, and also known as Bhattacharyya distance / coefficient.
class	JeffreyDivergenceDistanceFunction Jeffrey Divergence Distance for NumberVectors.
class	JensenShannonDivergenceDistanceFunction Jensen-Shannon Divergence is essentially the same as Jeffrey divergence, only scaled by half.
class	KullbackLeiblerDivergenceAsymmetricDistanceFunction Kullback-Leibler (asymmetric!)
class	KullbackLeiblerDivergenceReverseAsymmetricDistanceFunction Kullback-Leibler (asymmetric!)
class	SqrtJensenShannonDivergenceDistanceFunction The square root of Jensen-Shannon divergence is metric.

Uses of AbstractNumberVectorDistanceFunction in de.lmu.ifi.dbs.elki.distance.distancefunction.subspace

Subclasses of AbstractNumberVectorDistanceFunction in de.lmu.ifi.dbs.elki.distance.distancefunction.subspace

Modifier and Type	Class and Description
class	OnedimensionalDistanceFunction Distance function that computes the distance between feature vectors as the absolute difference of their values in a specified dimension only.

Uses of AbstractNumberVectorDistanceFunction in de.lmu.ifi.dbs.elki.distance.distancefunction.timeseries

Subclasses of AbstractNumberVectorDistanceFunction in de.lmu.ifi.dbs.elki.distance.distancefunction.timeseries

Modifier and Type	Class and Description
class	AbstractEditDistanceFunction Edit Distance for FeatureVectors.
class	DerivativeDTWDistanceFunction Derivative Dynamic Time Warping distance for numerical vectors.
class	DTWDistanceFunction Dynamic Time Warping distance (DTW) for numerical vectors.
class	EDRDistanceFunction Edit Distance on Real Sequence distance for numerical vectors.
class	ERPDistanceFunction Edit Distance With Real Penalty distance for numerical vectors.
class	LCSSDistanceFunction Longest Common Subsequence distance for numerical vectors.

Uses of AbstractNumberVectorDistanceFunction in tutorial.distancefunction

Subclasses of AbstractNumberVectorDistanceFunction in tutorial.distancefunction

Modifier and Type	Class and Description
class	MultiLPNorm Tutorial example for ELKI.
class	TutorialDistanceFunction Tutorial example for ELKI.