Package elki.distance.minkowski
Minkowski space Lp norms such as the popular Euclidean and
Manhattan distances.
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Class Summary Class Description EuclideanDistance Euclidean distance forNumberVectors.EuclideanDistance.Par Parameterization class.LPIntegerNormDistance Lp-Norm forNumberVectors, optimized version for integer values of p.LPIntegerNormDistance.Par Parameterization class.LPNormDistance Lp-Norm (Minkowski norms) are a family of distances forNumberVectors.LPNormDistance.Par Parameterization class.ManhattanDistance Manhattan distance forNumberVectors.ManhattanDistance.Par Parameterization class.MaximumDistance Maximum distance forNumberVectors.MaximumDistance.Par Parameterization class.MinimumDistance Minimum distance forNumberVectors.MinimumDistance.Par Parameterization class.SparseEuclideanDistance Euclidean distance function, optimized forSparseNumberVectors.SparseEuclideanDistance.Par ParameterizerSparseLPNormDistance Lp-Norm, optimized forSparseNumberVectors.SparseLPNormDistance.Par ParameterizerSparseManhattanDistance Manhattan distance, optimized forSparseNumberVectors.SparseManhattanDistance.Par ParameterizerSparseMaximumDistance Maximum distance, optimized forSparseNumberVectors.SparseMaximumDistance.Par ParameterizerSparseSquaredEuclideanDistance Squared Euclidean distance function, optimized forSparseNumberVectors.SparseSquaredEuclideanDistance.Par ParameterizerSquaredEuclideanDistance Squared Euclidean distance, optimized forSparseNumberVectors.SquaredEuclideanDistance.Par Parameterization class.WeightedEuclideanDistance Weighted Euclidean distance forNumberVectors.WeightedEuclideanDistance.Par Parameterization class.WeightedLPNormDistance Weighted version of the Minkowski Lp norm distance forNumberVector.WeightedLPNormDistance.Par Parameterization class.WeightedManhattanDistance Weighted version of the Manhattan (L1) metric.WeightedManhattanDistance.Par Parameterization class.WeightedMaximumDistance Weighted version of the maximum distance function forNumberVectors.WeightedMaximumDistance.Par Parameterization class.WeightedSquaredEuclideanDistance Weighted squared Euclidean distance forNumberVectors.WeightedSquaredEuclideanDistance.Par Parameterization class.