Package de.lmu.ifi.dbs.elki.distance.distancefunction.minkowski

Minkowski space L_p norms such as the popular Euclidean and Manhattan distances.

See: Description

Class Summary

Class	Description
EuclideanDistanceFunction	Provides the Euclidean distance for FeatureVectors.
EuclideanDistanceFunction.Parameterizer	Parameterization class.
LPIntegerNormDistanceFunction	Provides a LP-Norm for number vectors.
LPIntegerNormDistanceFunction.Parameterizer	Parameterization class.
LPNormDistanceFunction	Provides a LP-Norm for FeatureVectors.
LPNormDistanceFunction.Parameterizer	Parameterization class.
ManhattanDistanceFunction	Manhattan distance function to compute the Manhattan distance for a pair of FeatureVectors.
ManhattanDistanceFunction.Parameterizer	Parameterization class.
MaximumDistanceFunction	Maximum distance function to compute the Maximum distance for a pair of FeatureVectors.
MaximumDistanceFunction.Parameterizer	Parameterization class.
MinimumDistanceFunction	Maximum distance function to compute the Minimum distance for a pair of FeatureVectors.
MinimumDistanceFunction.Parameterizer	Parameterization class.
SparseEuclideanDistanceFunction	Euclidean distance function.
SparseEuclideanDistanceFunction.Parameterizer	Parameterizer
SparseLPNormDistanceFunction	Provides a LP-Norm for FeatureVectors.
SparseLPNormDistanceFunction.Parameterizer	Parameterizer
SparseManhattanDistanceFunction	Manhattan distance function.
SparseManhattanDistanceFunction.Parameterizer	Parameterizer
SparseMaximumDistanceFunction	Maximum distance function.
SparseMaximumDistanceFunction.Parameterizer	Parameterizer
SquaredEuclideanDistanceFunction	Provides the squared Euclidean distance for FeatureVectors.
SquaredEuclideanDistanceFunction.Parameterizer	Parameterization class.
WeightedEuclideanDistanceFunction	Provides the Euclidean distance for FeatureVectors.
WeightedLPNormDistanceFunction	Weighted version of the Minkowski L_p metrics distance function.
WeightedManhattanDistanceFunction	Weighted version of the Minkowski L_p metrics distance function.
WeightedMaximumDistanceFunction	Weighted version of the Minkowski L_p metrics distance function.
WeightedSquaredEuclideanDistanceFunction	Provides the squared Euclidean distance for FeatureVectors.

Package de.lmu.ifi.dbs.elki.distance.distancefunction.minkowski Description

Minkowski space L_p norms such as the popular Euclidean and Manhattan distances.