Uses of Interface
elki.data.spatial.SpatialComparable

Packages that use SpatialComparable

Package	Description
elki.algorithm	Miscellaneous algorithms.
elki.clustering.correlation.cash	Helper classes for the CASH algorithm.
elki.data	Basic classes for different data types, database object types and label types.
elki.data.spatial	Spatial data types - interfaces and utilities.
elki.data.type	Data type information, also used for type restrictions.
elki.data.uncertain	Uncertain data objects.
elki.database.query.distance	Prepared queries for distances.
elki.database.relation	Relations, materialized and virtual (views).
elki.distance	Distance functions for use within ELKI.
elki.distance.colorhistogram	Distance functions for color histograms.
elki.distance.geo	Geographic (earth) distance functions.
elki.distance.histogram	Distance functions for one-dimensional histograms.
elki.distance.minkowski	Minkowski space Lp norms such as the popular Euclidean and Manhattan distances.
elki.distance.probabilistic	Distance from probability theory, mostly divergences such as K-L-divergence, J-divergence, F-divergence, χ²-divergence, etc.
elki.distance.subspace	Distance functions based on subspaces.
elki.index.preprocessed.knn	Indexes providing KNN and rKNN data.
elki.index.tree.betula.features	Different variants of Betula and BIRCH cluster features.
elki.index.tree.spatial	Tree-based index structures for spatial indexing.
elki.index.tree.spatial.rstarvariants	R*-tree and variants.
elki.index.tree.spatial.rstarvariants.deliclu	DeLiCluTree.
elki.index.tree.spatial.rstarvariants.query	Queries on the R-Tree family of indexes: kNN and range queries.
elki.index.tree.spatial.rstarvariants.rdknn	RdKNNTree.
elki.index.tree.spatial.rstarvariants.strategies.bulk	Packages for bulk-loading R*-trees.
elki.index.tree.spatial.rstarvariants.strategies.insert	Insertion strategies for R-trees.
elki.index.tree.spatial.rstarvariants.strategies.reinsert	Reinsertion strategies for R-trees.
elki.index.tree.spatial.rstarvariants.strategies.split	Splitting strategies for R-trees.
elki.math.linearalgebra	The linear algebra package provides classes and computational methods for operations on matrices and vectors.
elki.math.scales	Scales handling for plotting.
elki.math.spacefillingcurves	Space filling curves.
elki.outlier.lof	LOF family of outlier detection algorithms.
elki.result	Result types, representation and handling.
elki.similarity	Similarity functions.
elki.visualization.projector	Projectors are responsible for finding appropriate projections for data relations.
elki.visualization.svg	Base SVG functionality (generation, markers, thumbnails, export, ...).

Uses of SpatialComparable in elki.algorithm

Method parameters in elki.algorithm with type arguments of type SpatialComparable

Modifier and Type	Method	Description
Relation<KNNList>	KNNJoin.run(Relation<? extends SpatialComparable> relation)	Joins in the given spatial database to each object its k-nearest neighbors.
WritableDataStore<KNNList>	KNNJoin.run(Relation<? extends SpatialComparable> relation, DBIDs ids)	Inner run method.

Uses of SpatialComparable in elki.clustering.correlation.cash

Classes in elki.clustering.correlation.cash that implement SpatialComparable

Modifier and Type	Class	Description
class	CASHInterval	Provides a unique interval represented by its id, a hyper bounding box representing the alpha intervals, an interval of the corresponding distance, and a set of objects ids associated with this interval.

Uses of SpatialComparable in elki.data

Subinterfaces of SpatialComparable in elki.data

Modifier and Type	Interface	Description
interface	NumberVector	Interface NumberVector defines the methods that should be implemented by any Object that is element of a real vector space of type N.
interface	SparseNumberVector	Combines the SparseFeatureVector and NumberVector.

Classes in elki.data that implement SpatialComparable

Modifier and Type	Class	Description
class	BitVector	Vector using a dense bit set encoding, based on long[] storage.
class	ByteVector	Vector using byte[] storage.
class	DoubleVector	Vector type using double[] storage for real numbers.
class	FloatVector	Vector type using float[] storage, thus needing approximately half as much memory as DoubleVector.
class	HyperBoundingBox	HyperBoundingBox represents a hyperrectangle in the multidimensional space.
class	IntegerVector	Vector type using int[] storage.
class	ModifiableHyperBoundingBox	MBR class allowing modifications (as opposed to HyperBoundingBox).
class	OneDimensionalDoubleVector	Specialized class implementing a one-dimensional double vector without using an array.
class	ShortVector	Vector type using short[] storage.
class	SparseByteVector	Sparse vector type, using byte[] for storing the values, and int[] for storing the indexes, approximately 5 bytes per non-zero value (limited to -128..+127).
class	SparseDoubleVector	Sparse vector type, using double[] for storing the values, and int[] for storing the indexes, approximately 12 bytes per non-zero value.
class	SparseFloatVector	Sparse vector type, using float[] for storing the values, and int[] for storing the indexes, approximately 8 bytes per non-zero value.
class	SparseIntegerVector	Sparse vector type, using int[] for storing the values, and int[] for storing the indexes, approximately 8 bytes per non-zero integer value.
class	SparseShortVector	Sparse vector type, using short[] for storing the values, and int[] for storing the indexes, approximately 6 bytes per non-zero value.

Methods in elki.data with parameters of type SpatialComparable

Modifier and Type	Method	Description
boolean	ModifiableHyperBoundingBox.extend(SpatialComparable obj)	Extend the bounding box by some other spatial object.
static double	VectorUtil.minCosAngle(SpatialComparable v1, SpatialComparable v2)	Compute the minimum angle between two rectangles.
static double	VectorUtil.minDot(SpatialComparable v1, SpatialComparable v2)	Compute the minimum angle between two rectangles, assuming unit length vectors
void	ModifiableHyperBoundingBox.set(SpatialComparable obj)	Set the bounding box to the same as some other spatial object.

Constructors in elki.data with parameters of type SpatialComparable

Constructor	Description
HyperBoundingBox(SpatialComparable other)	Constructor, cloning an existing spatial object.
ModifiableHyperBoundingBox(SpatialComparable hbb)	Derive a bounding box from a spatial object.

Uses of SpatialComparable in elki.data.spatial

Classes in elki.data.spatial that implement SpatialComparable

Modifier and Type	Class	Description
class	Polygon	Class representing a simple polygon.
class	PolygonsObject	Object representation consisting of (multiple) polygons.

Methods in elki.data.spatial with parameters of type SpatialComparable

Modifier and Type	Method	Description
static int	SpatialUtil.assertSameDimensionality(SpatialComparable box1, SpatialComparable box2)	Check that two spatial objects have the same dimensionality.
static double[]	SpatialUtil.centroid(SpatialComparable obj)	Returns the centroid of this SpatialComparable.
int	SpatialSingleMaxComparator.compare(SpatialComparable o1, SpatialComparable o2)
int	SpatialSingleMeanComparator.compare(SpatialComparable o1, SpatialComparable o2)
int	SpatialSingleMinComparator.compare(SpatialComparable o1, SpatialComparable o2)
static boolean	SpatialUtil.contains(SpatialComparable box, double[] point)	Returns true if this SpatialComparable contains the given point, false otherwise.
static boolean	SpatialUtil.contains(SpatialComparable box1, SpatialComparable box2)	Returns true if the first SpatialComparable contains the second SpatialComparable, false otherwise.
static double	SpatialUtil.enlargement(SpatialComparable exist, SpatialComparable addit)	Compute the enlargement obtained by adding an object to an existing object.
static boolean	SpatialUtil.equals(SpatialComparable box1, SpatialComparable box2)	Test two SpatialComparables for equality.
static double[]	SpatialUtil.getMax(SpatialComparable box)	Returns a clone of the maximum hyper point.
static double[]	SpatialUtil.getMin(SpatialComparable box)	Returns a clone of the minimum hyper point.
static ModifiableHyperBoundingBox	SpatialUtil.intersection(SpatialComparable box1, SpatialComparable box2)	Calculate the intersection of the two MBRs or null if they do not intersect.
static boolean	SpatialUtil.intersects(SpatialComparable box1, SpatialComparable box2)	Returns true if the two SpatialComparables intersect, false otherwise.
static double	SpatialUtil.overlap(SpatialComparable box1, SpatialComparable box2)	Computes the volume of the overlapping box between two SpatialComparables.
static double	SpatialUtil.perimeter(SpatialComparable box)	Computes the perimeter of this SpatialComparable.
static double	SpatialUtil.relativeOverlap(SpatialComparable box1, SpatialComparable box2)	Computes the volume of the overlapping box between two SpatialComparables and return the relation between the volume of the overlapping box and the volume of both SpatialComparable.
static ModifiableHyperBoundingBox	SpatialUtil.union(SpatialComparable box1, SpatialComparable box2)	Computes the union HyperBoundingBox of two SpatialComparables.
static ModifiableHyperBoundingBox	SpatialUtil.unionTolerant(SpatialComparable mbr1, SpatialComparable mbr2)	Returns the union of the two specified MBRs.
static double	SpatialUtil.volume(SpatialComparable box)	Computes the volume of this SpatialComparable.
static double	SpatialUtil.volumeScaled(SpatialComparable box, double scale)	Computes the volume of this SpatialComparable.
static double	SpatialUtil.volumeUnion(SpatialComparable box1, SpatialComparable box2)	Compute the volume (area) of the union of two MBRs.
static double	SpatialUtil.volumeUnionScaled(SpatialComparable box1, SpatialComparable box2, double scale)	Compute the volume (area) of the union of two MBRs.

Uses of SpatialComparable in elki.data.type

Fields in elki.data.type with type parameters of type SpatialComparable

Modifier and Type	Field	Description
static SimpleTypeInformation<SpatialComparable>	TypeUtil.SPATIAL_OBJECT	Spatial objects.

Uses of SpatialComparable in elki.data.uncertain

Subinterfaces of SpatialComparable in elki.data.uncertain

Modifier and Type	Interface	Description
interface	DiscreteUncertainObject	Interface for discrete uncertain objects, that are represented by a finite (possibly weighted) number of samples.
interface	UncertainObject	Interface for uncertain objects.

Classes in elki.data.uncertain that implement SpatialComparable

Modifier and Type	Class	Description
class	AbstractUncertainObject	Abstract base implementation for UncertainObjects, providing shared functionality such as bounding box access and random generation.
class	SimpleGaussianContinuousUncertainObject	Gaussian model for uncertain objects, sampled from a 3-sigma bounding box.
class	UniformContinuousUncertainObject	Continuous uncertain object model using a uniform distribution on the bounding box.
class	UnweightedDiscreteUncertainObject	Unweighted implementation of discrete uncertain objects.
class	WeightedDiscreteUncertainObject	Weighted version of discrete uncertain objects.

Fields in elki.data.uncertain declared as SpatialComparable

Modifier and Type	Field	Description
protected SpatialComparable	AbstractUncertainObject.bounds	Bounding box of the object.

Constructors in elki.data.uncertain with parameters of type SpatialComparable

Constructor	Description
SimpleGaussianContinuousUncertainObject(SpatialComparable bounds)	Constructor.
UniformContinuousUncertainObject(SpatialComparable bounds)	Constructor.

Uses of SpatialComparable in elki.database.query.distance

Classes in elki.database.query.distance with type parameters of type SpatialComparable

Modifier and Type	Interface	Description
interface	SpatialDistanceQuery<V extends SpatialComparable>	Query interface for spatial distance queries.
class	SpatialPrimitiveDistanceQuery<V extends SpatialComparable>	Distance query for spatial distance functions
class	SpatialPrimitiveDistanceSimilarityQuery<O extends SpatialComparable>	Combination query class, to allow combined implementations of spatial distances and similarities.

Methods in elki.database.query.distance with parameters of type SpatialComparable

Modifier and Type	Method	Description
double	SpatialDistanceQuery.minDist(SpatialComparable mbr, DBIDRef id)	Computes the minimum distance between the given MBR and the FeatureVector object according to this distance function.
double	SpatialDistanceQuery.minDist(SpatialComparable mbr, V v)	Computes the minimum distance between the given MBR and the FeatureVector object according to this distance function.
double	SpatialPrimitiveDistanceQuery.minDist(SpatialComparable mbr, DBIDRef id)
double	SpatialPrimitiveDistanceQuery.minDist(SpatialComparable mbr, V v)

Uses of SpatialComparable in elki.database.relation

Methods in elki.database.relation with type parameters of type SpatialComparable

Modifier and Type	Method	Description
static <V extends SpatialComparable> java.lang.String	RelationUtil.getColumnLabel(Relation<? extends V> rel, int col)	Get the column name or produce a generic label "Column XY".

Method parameters in elki.database.relation with type arguments of type SpatialComparable

Modifier and Type	Method	Description
static int	RelationUtil.dimensionality(Relation<? extends SpatialComparable> relation)	Get the dimensionality of a database relation.
static int	RelationUtil.maxDimensionality(Relation<? extends SpatialComparable> relation)	Get the dimensionality of a database relation.

Uses of SpatialComparable in elki.distance

Classes in elki.distance with type parameters of type SpatialComparable

Modifier and Type	Interface	Description
interface	SpatialPrimitiveDistance<V extends SpatialComparable>	API for a spatial primitive distance function.

Methods in elki.distance with parameters of type SpatialComparable

Modifier and Type	Method	Description
static int	AbstractNumberVectorDistance.dimensionality(double[] o1, SpatialComparable o2)	Get the common dimensionality of the two objects.
static int	AbstractNumberVectorDistance.dimensionality(double[] o1, SpatialComparable o2, int expect)	Get the common dimensionality of the two objects.
static int	AbstractNumberVectorDistance.dimensionality(SpatialComparable o1, SpatialComparable o2)	Get the common dimensionality of the two objects.
static int	AbstractNumberVectorDistance.dimensionality(SpatialComparable o1, SpatialComparable o2, int expect)	Get the common dimensionality of the two objects.
double	ArcCosineDistance.minDist(SpatialComparable mbr1, SpatialComparable mbr2)
double	ArcCosineUnitlengthDistance.minDist(SpatialComparable mbr1, SpatialComparable mbr2)
double	BrayCurtisDistance.minDist(SpatialComparable mbr1, SpatialComparable mbr2)
double	CanberraDistance.minDist(SpatialComparable mbr1, SpatialComparable mbr2)
double	ClarkDistance.minDist(SpatialComparable mbr1, SpatialComparable mbr2)
double	CosineDistance.minDist(SpatialComparable mbr1, SpatialComparable mbr2)
double	CosineUnitlengthDistance.minDist(SpatialComparable mbr1, SpatialComparable mbr2)
double	SpatialPrimitiveDistance.minDist(SpatialComparable mbr1, SpatialComparable mbr2)	Computes the distance between the two given MBRs according to this distance function.
double	SqrtCosineDistance.minDist(SpatialComparable mbr1, SpatialComparable mbr2)
double	SqrtCosineUnitlengthDistance.minDist(SpatialComparable mbr1, SpatialComparable mbr2)
double	WeightedCanberraDistance.minDist(SpatialComparable mbr1, SpatialComparable mbr2)

Uses of SpatialComparable in elki.distance.colorhistogram

Methods in elki.distance.colorhistogram with parameters of type SpatialComparable

Modifier and Type	Method	Description
double	HistogramIntersectionDistance.minDist(SpatialComparable mbr1, SpatialComparable mbr2)

Uses of SpatialComparable in elki.distance.geo

Methods in elki.distance.geo with parameters of type SpatialComparable

Modifier and Type	Method	Description
double	DimensionSelectingLatLngDistance.minDist(SpatialComparable mbr1, SpatialComparable mbr2)
double	LatLngDistance.minDist(SpatialComparable mbr1, SpatialComparable mbr2)
double	LngLatDistance.minDist(SpatialComparable mbr1, SpatialComparable mbr2)

Uses of SpatialComparable in elki.distance.histogram

Methods in elki.distance.histogram with parameters of type SpatialComparable

Modifier and Type	Method	Description
double	HistogramMatchDistance.minDist(SpatialComparable mbr1, SpatialComparable mbr2)

Uses of SpatialComparable in elki.distance.minkowski

Methods in elki.distance.minkowski with parameters of type SpatialComparable

Modifier and Type	Method	Description
double	EuclideanDistance.maxDist(SpatialComparable mbr1, SpatialComparable mbr2)	Maximum distance of two objects.
double	EuclideanDistance.minDist(SpatialComparable mbr1, SpatialComparable mbr2)
double	LPIntegerNormDistance.minDist(SpatialComparable mbr1, SpatialComparable mbr2)
double	LPNormDistance.minDist(SpatialComparable mbr1, SpatialComparable mbr2)
double	ManhattanDistance.minDist(SpatialComparable mbr1, SpatialComparable mbr2)
double	MaximumDistance.minDist(SpatialComparable mbr1, SpatialComparable mbr2)
double	MinimumDistance.minDist(SpatialComparable mbr1, SpatialComparable mbr2)
double	SquaredEuclideanDistance.minDist(SpatialComparable mbr1, SpatialComparable mbr2)
double	WeightedEuclideanDistance.minDist(SpatialComparable mbr1, SpatialComparable mbr2)
double	WeightedLPNormDistance.minDist(SpatialComparable mbr1, SpatialComparable mbr2)
double	WeightedManhattanDistance.minDist(SpatialComparable mbr1, SpatialComparable mbr2)
double	WeightedMaximumDistance.minDist(SpatialComparable mbr1, SpatialComparable mbr2)
double	WeightedSquaredEuclideanDistance.minDist(SpatialComparable mbr1, SpatialComparable mbr2)
private double	EuclideanDistance.preDistanceMBR(SpatialComparable mbr1, SpatialComparable mbr2, int start, int end)
private double	LPIntegerNormDistance.preDistanceMBR(SpatialComparable mbr1, SpatialComparable mbr2, int start, int end)	Compute unscaled distance in a range of dimensions.
private double	LPNormDistance.preDistanceMBR(SpatialComparable mbr1, SpatialComparable mbr2, int start, int end)	Compute unscaled distance in a range of dimensions.
private double	ManhattanDistance.preDistanceMBR(SpatialComparable mbr1, SpatialComparable mbr2, int start, int end)
private double	MaximumDistance.preDistanceMBR(SpatialComparable mbr1, SpatialComparable mbr2, int start, int end)
private double	SquaredEuclideanDistance.preDistanceMBR(SpatialComparable mbr1, SpatialComparable mbr2, int start, int end)
private double	WeightedEuclideanDistance.preDistanceMBR(SpatialComparable mbr1, SpatialComparable mbr2, int start, int end)
private double	WeightedLPNormDistance.preDistanceMBR(SpatialComparable mbr1, SpatialComparable mbr2, int start, int end)
private double	WeightedManhattanDistance.preDistanceMBR(SpatialComparable mbr1, SpatialComparable mbr2, int start, int end)
private double	WeightedMaximumDistance.preDistanceMBR(SpatialComparable mbr1, SpatialComparable mbr2, int start, int end)
private double	EuclideanDistance.preDistanceVM(NumberVector v, SpatialComparable mbr, int start, int end)
private double	LPIntegerNormDistance.preDistanceVM(NumberVector v, SpatialComparable mbr, int start, int end)	Compute unscaled distance in a range of dimensions.
private double	LPNormDistance.preDistanceVM(NumberVector v, SpatialComparable mbr, int start, int end)	Compute unscaled distance in a range of dimensions.
private double	ManhattanDistance.preDistanceVM(NumberVector v, SpatialComparable mbr, int start, int end)
private double	MaximumDistance.preDistanceVM(NumberVector v, SpatialComparable mbr, int start, int end)
private double	SquaredEuclideanDistance.preDistanceVM(NumberVector v, SpatialComparable mbr, int start, int end)
private double	WeightedEuclideanDistance.preDistanceVM(NumberVector v, SpatialComparable mbr, int start, int end)
private double	WeightedLPNormDistance.preDistanceVM(NumberVector v, SpatialComparable mbr, int start, int end)
private double	WeightedManhattanDistance.preDistanceVM(NumberVector v, SpatialComparable mbr, int start, int end)
private double	WeightedMaximumDistance.preDistanceVM(NumberVector v, SpatialComparable mbr, int start, int end)
private double	EuclideanDistance.preNormMBR(SpatialComparable mbr, int start, int end)
private double	LPIntegerNormDistance.preNormMBR(SpatialComparable mbr, int start, int end)	Compute unscaled norm in a range of dimensions.
private double	LPNormDistance.preNormMBR(SpatialComparable mbr, int start, int end)	Compute unscaled norm in a range of dimensions.
private double	ManhattanDistance.preNormMBR(SpatialComparable mbr, int start, int end)
private double	MaximumDistance.preNormMBR(SpatialComparable mbr, int start, int end)
private double	SquaredEuclideanDistance.preNormMBR(SpatialComparable mbr, int start, int end)
private double	WeightedEuclideanDistance.preNormMBR(SpatialComparable mbr, int start, int end)
private double	WeightedLPNormDistance.preNormMBR(SpatialComparable mbr, int start, int end)
private double	WeightedManhattanDistance.preNormMBR(SpatialComparable mbr, int start, int end)
private double	WeightedMaximumDistance.preNormMBR(SpatialComparable mbr, int start, int end)

Uses of SpatialComparable in elki.distance.probabilistic

Methods in elki.distance.probabilistic with parameters of type SpatialComparable

Modifier and Type	Method	Description
double	ChiDistance.minDist(SpatialComparable mbr1, SpatialComparable mbr2)
double	ChiSquaredDistance.minDist(SpatialComparable mbr1, SpatialComparable mbr2)
double	FisherRaoDistance.minDist(SpatialComparable mbr1, SpatialComparable mbr2)
double	HellingerDistance.minDist(SpatialComparable mbr1, SpatialComparable mbr2)
double	JeffreyDivergenceDistance.minDist(SpatialComparable mbr1, SpatialComparable mbr2)
double	JensenShannonDivergenceDistance.minDist(SpatialComparable mbr1, SpatialComparable mbr2)
double	SqrtJensenShannonDivergenceDistance.minDist(SpatialComparable mbr1, SpatialComparable mbr2)
double	TriangularDiscriminationDistance.minDist(SpatialComparable mbr1, SpatialComparable mbr2)
double	TriangularDistance.minDist(SpatialComparable mbr1, SpatialComparable mbr2)

Uses of SpatialComparable in elki.distance.subspace

Methods in elki.distance.subspace with parameters of type SpatialComparable

Modifier and Type	Method	Description
double	OnedimensionalDistance.minDist(SpatialComparable mbr1, SpatialComparable mbr2)
double	SubspaceEuclideanDistance.minDist(SpatialComparable mbr1, SpatialComparable mbr2)
double	SubspaceLPNormDistance.minDist(SpatialComparable mbr1, SpatialComparable mbr2)
double	SubspaceManhattanDistance.minDist(SpatialComparable mbr1, SpatialComparable mbr2)
double	SubspaceMaximumDistance.minDist(SpatialComparable mbr1, SpatialComparable mbr2)
protected double	SubspaceEuclideanDistance.minDistObject(SpatialComparable mbr, NumberVector v)
protected double	SubspaceLPNormDistance.minDistObject(SpatialComparable mbr, NumberVector v)
protected double	SubspaceManhattanDistance.minDistObject(SpatialComparable mbr, NumberVector v)
protected double	SubspaceMaximumDistance.minDistObject(SpatialComparable mbr, NumberVector v)

Uses of SpatialComparable in elki.index.preprocessed.knn

Classes in elki.index.preprocessed.knn with type parameters of type SpatialComparable

Modifier and Type	Class	Description
class	KNNJoinMaterializeKNNPreprocessor<V extends SpatialComparable>	Class to materialize the kNN using a spatial join on an R-tree.
static class	KNNJoinMaterializeKNNPreprocessor.Factory<O extends SpatialComparable>	The parameterizable factory.
static class	KNNJoinMaterializeKNNPreprocessor.Factory.Par<O extends SpatialComparable>	Parameterization class
class	SpatialPair<K,V extends SpatialComparable>	Defines the requirements for objects that can be indexed by a Spatial Index, which are spatial nodes or data objects.

Classes in elki.index.preprocessed.knn that implement SpatialComparable

Modifier and Type	Class	Description
class	SpatialPair<K,V extends SpatialComparable>	Defines the requirements for objects that can be indexed by a Spatial Index, which are spatial nodes or data objects.

Uses of SpatialComparable in elki.index.tree.betula.features

Subinterfaces of SpatialComparable in elki.index.tree.betula.features

Modifier and Type	Interface	Description
interface	ClusterFeature	Interface for basic ClusteringFeature functions

Classes in elki.index.tree.betula.features that implement SpatialComparable

Modifier and Type	Class	Description
class	BIRCHCF	Clustering Feature of BIRCH, only for comparison
class	VIIFeature	Clustering Feature of stable BIRCH with a single variance per cluster feature
class	VVIFeature	Clustering Feature of stable BIRCH with variance per dimension
class	VVVFeature	Clustering Feature of stable BIRCH with covariance instead of variance

Uses of SpatialComparable in elki.index.tree.spatial

Subinterfaces of SpatialComparable in elki.index.tree.spatial

Modifier and Type	Interface	Description
interface	SpatialEntry	Defines the requirements for an entry in a node of a spatial index.

Classes in elki.index.tree.spatial that implement SpatialComparable

Modifier and Type	Class	Description
class	SpatialDirectoryEntry	Represents an entry in a directory node of a spatial index.
class	SpatialPointLeafEntry	Represents an entry in a leaf node of a spatial index.

Methods in elki.index.tree.spatial with parameters of type SpatialComparable

Modifier and Type	Method	Description
boolean	SpatialDirectoryEntry.extendMBR(SpatialComparable responsibleMBR)	Extend the MBR of this node.

Uses of SpatialComparable in elki.index.tree.spatial.rstarvariants

Methods in elki.index.tree.spatial.rstarvariants with parameters of type SpatialComparable

Modifier and Type	Method	Description
boolean	AbstractRStarTreeNode.adjustEntryIncremental(E entry, SpatialComparable responsibleMBR)	Adjusts the parameters of the entry representing this node.
protected IndexTreePath<E>	AbstractRStarTree.choosePath(IndexTreePath<E> subtree, SpatialComparable mbr, int depth, int cur)	Chooses the best path of the specified subtree for insertion of the given mbr at the specified level.
protected IndexTreePath<E>	AbstractRStarTree.containedTest(IndexTreePath<E> subtree, N node, SpatialComparable mbr)	Test on whether or not any child of node contains mbr.
protected IndexTreePath<E>	AbstractRStarTree.findPathToObject(IndexTreePath<E> subtree, SpatialComparable mbr, DBIDRef id)	Returns the path to the leaf entry in the specified subtree that represents the data object with the specified mbr and id.

Uses of SpatialComparable in elki.index.tree.spatial.rstarvariants.deliclu

Subinterfaces of SpatialComparable in elki.index.tree.spatial.rstarvariants.deliclu

Modifier and Type	Interface	Description
interface	DeLiCluEntry	Defines the requirements for an entry in an DeLiClu-Tree node.

Classes in elki.index.tree.spatial.rstarvariants.deliclu that implement SpatialComparable

Modifier and Type	Class	Description
class	DeLiCluDirectoryEntry	Defines the requirements for a directory entry in an DeLiClu-Tree node.
class	DeLiCluLeafEntry	Defines the requirements for a leaf entry in an DeLiClu-Tree node.

Uses of SpatialComparable in elki.index.tree.spatial.rstarvariants.query

Classes in elki.index.tree.spatial.rstarvariants.query with type parameters of type SpatialComparable

Modifier and Type	Class	Description
class	EuclideanRStarTreeDistancePrioritySearcher<O extends SpatialComparable>	Instance of priority search for a particular spatial index.
class	RStarTreeDistancePrioritySearcher<O extends SpatialComparable>	Instance of priority search for a particular spatial index.
class	RStarTreeKNNSearcher<O extends SpatialComparable>	Instance of a KNN query for a particular spatial index.
class	RStarTreeRangeSearcher<O extends SpatialComparable>	Instance of a range query for a particular spatial index.

Fields in elki.index.tree.spatial.rstarvariants.query declared as SpatialComparable

Modifier and Type	Field	Description
(package private) O	EuclideanRStarTreeDistancePrioritySearcher.query	Query object
(package private) O	RStarTreeDistancePrioritySearcher.query	Query object

Methods in elki.index.tree.spatial.rstarvariants.query with type parameters of type SpatialComparable

Modifier and Type	Method	Description
static <O extends SpatialComparable> PrioritySearcher<O>	RStarTreeUtil.getDistancePrioritySearcher(AbstractRStarTree<?,?,?> tree, SpatialDistanceQuery<O> distanceQuery, java.lang.Object... hints)	Get an RTree priority searcher.
static <O extends SpatialComparable> KNNSearcher<O>	RStarTreeUtil.getKNNQuery(AbstractRStarTree<?,?,?> tree, SpatialDistanceQuery<O> distanceQuery, java.lang.Object... hints)	Get an RTree knn query, using an optimized version for Euclidean distances.
static <O extends SpatialComparable> RangeSearcher<O>	RStarTreeUtil.getRangeQuery(AbstractRStarTree<?,?,?> tree, SpatialDistanceQuery<O> distanceQuery, java.lang.Object... hints)	Get an RTree range query, using an optimized version for Euclidean distances.

Uses of SpatialComparable in elki.index.tree.spatial.rstarvariants.rdknn

Subinterfaces of SpatialComparable in elki.index.tree.spatial.rstarvariants.rdknn

Modifier and Type	Interface	Description
interface	RdKNNEntry	Defines the requirements for an entry in an RdKNN-Tree node.

Classes in elki.index.tree.spatial.rstarvariants.rdknn that implement SpatialComparable

Modifier and Type	Class	Description
class	RdKNNDirectoryEntry	Represents an entry in a directory node of an RdKNN-Tree.
class	RdKNNLeafEntry	Represents an entry in a leaf node of an RdKNN-Tree.

Methods in elki.index.tree.spatial.rstarvariants.rdknn with parameters of type SpatialComparable

Modifier and Type	Method	Description
protected java.util.List<DoubleObjPair<RdKNNEntry>>	RdKNNTree.getSortedEntries(AbstractRStarTreeNode<?,?> node, SpatialComparable q, SpatialPrimitiveDistance<?> distance)	Sorts the entries of the specified node according to their minimum distance to the specified object.

Uses of SpatialComparable in elki.index.tree.spatial.rstarvariants.strategies.bulk

Methods in elki.index.tree.spatial.rstarvariants.strategies.bulk with type parameters of type SpatialComparable

Modifier and Type	Method	Description
<T extends SpatialComparable> java.util.List<java.util.List<T>>	AdaptiveSortTileRecursiveBulkSplit.partition(java.util.List<T> spatialObjects, int minEntries, int maxEntries)
<T extends SpatialComparable> java.util.List<java.util.List<T>>	BulkSplit.partition(java.util.List<T> spatialObjects, int minEntries, int maxEntries)	Partitions the specified feature vectors
<T extends SpatialComparable> java.util.List<java.util.List<T>>	FileOrderBulkSplit.partition(java.util.List<T> spatialObjects, int minEntries, int maxEntries)
<N extends SpatialComparable> java.util.List<java.util.List<N>>	MaxExtensionBulkSplit.partition(java.util.List<N> spatialObjects, int minEntries, int maxEntries)	Partitions the specified feature vectors where the split axes are the dimensions with maximum extension.
<T extends SpatialComparable> java.util.List<java.util.List<T>>	MaxExtensionSortTileRecursiveBulkSplit.partition(java.util.List<T> spatialObjects, int minEntries, int maxEntries)
<T extends SpatialComparable> java.util.List<java.util.List<T>>	OneDimSortBulkSplit.partition(java.util.List<T> spatialObjects, int minEntries, int maxEntries)
<T extends SpatialComparable> java.util.List<java.util.List<T>>	SortTileRecursiveBulkSplit.partition(java.util.List<T> spatialObjects, int minEntries, int maxEntries)
<T extends SpatialComparable> java.util.List<java.util.List<T>>	SpatialSortBulkSplit.partition(java.util.List<T> spatialObjects, int minEntries, int maxEntries)
protected <T extends SpatialComparable> void	AdaptiveSortTileRecursiveBulkSplit.strPartition(java.util.List<T> objs, int start, int end, int depth, int dims, int maxEntries, SpatialSingleMeanComparator c, java.util.List<java.util.List<T>> ret)	Recursively partition.
protected <T extends SpatialComparable> void	MaxExtensionSortTileRecursiveBulkSplit.strPartition(java.util.List<T> objs, int start, int end, int depth, int dims, int maxEntries, SpatialSingleMeanComparator c, java.util.List<java.util.List<T>> ret)	Recursively partition.
protected <T extends SpatialComparable> void	SortTileRecursiveBulkSplit.strPartition(java.util.List<T> objs, int start, int end, int depth, int dims, int maxEntries, SpatialSingleMeanComparator c, java.util.List<java.util.List<T>> ret)	Recursively partition.

Method parameters in elki.index.tree.spatial.rstarvariants.strategies.bulk with type arguments of type SpatialComparable

Modifier and Type	Method	Description
private int	MaxExtensionBulkSplit.chooseMaximalExtendedSplitAxis(java.util.List<? extends SpatialComparable> objects)	Computes and returns the best split axis.

Uses of SpatialComparable in elki.index.tree.spatial.rstarvariants.strategies.insert

Methods in elki.index.tree.spatial.rstarvariants.strategies.insert with parameters of type SpatialComparable

Modifier and Type	Method	Description
<A> int	ApproximativeLeastOverlapInsertionStrategy.choose(A options, ArrayAdapter<? extends SpatialComparable,A> getter, SpatialComparable obj, int height, int depth)
<A> int	CombinedInsertionStrategy.choose(A options, ArrayAdapter<? extends SpatialComparable,A> getter, SpatialComparable obj, int height, int depth)
<A> int	InsertionStrategy.choose(A options, ArrayAdapter<? extends SpatialComparable,A> getter, SpatialComparable obj, int height, int depth)	Choose insertion rectangle.
<A> int	LeastEnlargementInsertionStrategy.choose(A options, ArrayAdapter<? extends SpatialComparable,A> getter, SpatialComparable obj, int height, int depth)
<A> int	LeastEnlargementWithAreaInsertionStrategy.choose(A options, ArrayAdapter<? extends SpatialComparable,A> getter, SpatialComparable obj, int height, int depth)
<A> int	LeastOverlapInsertionStrategy.choose(A options, ArrayAdapter<? extends SpatialComparable,A> getter, SpatialComparable obj, int height, int depth)

Method parameters in elki.index.tree.spatial.rstarvariants.strategies.insert with type arguments of type SpatialComparable

Modifier and Type	Method	Description
<A> int	ApproximativeLeastOverlapInsertionStrategy.choose(A options, ArrayAdapter<? extends SpatialComparable,A> getter, SpatialComparable obj, int height, int depth)
<A> int	CombinedInsertionStrategy.choose(A options, ArrayAdapter<? extends SpatialComparable,A> getter, SpatialComparable obj, int height, int depth)
<A> int	InsertionStrategy.choose(A options, ArrayAdapter<? extends SpatialComparable,A> getter, SpatialComparable obj, int height, int depth)	Choose insertion rectangle.
<A> int	LeastEnlargementInsertionStrategy.choose(A options, ArrayAdapter<? extends SpatialComparable,A> getter, SpatialComparable obj, int height, int depth)
<A> int	LeastEnlargementWithAreaInsertionStrategy.choose(A options, ArrayAdapter<? extends SpatialComparable,A> getter, SpatialComparable obj, int height, int depth)
<A> int	LeastOverlapInsertionStrategy.choose(A options, ArrayAdapter<? extends SpatialComparable,A> getter, SpatialComparable obj, int height, int depth)

Uses of SpatialComparable in elki.index.tree.spatial.rstarvariants.strategies.reinsert

Methods in elki.index.tree.spatial.rstarvariants.strategies.reinsert with parameters of type SpatialComparable

Modifier and Type	Method	Description
<A> int[]	CloseReinsert.computeReinserts(A entries, ArrayAdapter<? extends SpatialComparable,? super A> getter, SpatialComparable page)
<A> int[]	FarReinsert.computeReinserts(A entries, ArrayAdapter<? extends SpatialComparable,? super A> getter, SpatialComparable page)
<A> int[]	ReinsertStrategy.computeReinserts(A entries, ArrayAdapter<? extends SpatialComparable,? super A> getter, SpatialComparable page)	Perform reinsertions.

Method parameters in elki.index.tree.spatial.rstarvariants.strategies.reinsert with type arguments of type SpatialComparable

Modifier and Type	Method	Description
<A> int[]	CloseReinsert.computeReinserts(A entries, ArrayAdapter<? extends SpatialComparable,? super A> getter, SpatialComparable page)
<A> int[]	FarReinsert.computeReinserts(A entries, ArrayAdapter<? extends SpatialComparable,? super A> getter, SpatialComparable page)
<A> int[]	ReinsertStrategy.computeReinserts(A entries, ArrayAdapter<? extends SpatialComparable,? super A> getter, SpatialComparable page)	Perform reinsertions.

Uses of SpatialComparable in elki.index.tree.spatial.rstarvariants.strategies.split

Classes in elki.index.tree.spatial.rstarvariants.strategies.split with type parameters of type SpatialComparable

Modifier and Type	Class	Description
private static class	TopologicalSplitter.Split<A,E extends SpatialComparable>	Internal data for an actual split.

Methods in elki.index.tree.spatial.rstarvariants.strategies.split with type parameters of type SpatialComparable

Modifier and Type	Method	Description
protected <E extends SpatialComparable,A> double	AngTanLinearSplit.computeOverlap(A entries, ArrayAdapter<E,A> getter, long[] assign)	Compute overlap of assignment
<E extends SpatialComparable,A> long[]	AngTanLinearSplit.split(A entries, ArrayAdapter<E,A> getter, int minEntries)
<E extends SpatialComparable,A> long[]	GreeneSplit.split(A entries, ArrayAdapter<E,A> getter, int minEntries)
<E extends SpatialComparable,A> long[]	RTreeLinearSplit.split(A entries, ArrayAdapter<E,A> getter, int minEntries)
<E extends SpatialComparable,A> long[]	RTreeQuadraticSplit.split(A entries, ArrayAdapter<E,A> getter, int minEntries)
<E extends SpatialComparable,A> long[]	SplitStrategy.split(A entries, ArrayAdapter<E,A> getter, int minEntries)	Split a page
<E extends SpatialComparable,A> long[]	TopologicalSplitter.split(A entries, ArrayAdapter<E,A> getter, int minEntries)

Uses of SpatialComparable in elki.math.linearalgebra

Classes in elki.math.linearalgebra that implement SpatialComparable

Modifier and Type	Class	Description
class	Centroid	Class to compute the centroid of some data.
class	ProjectedCentroid	Centroid only using a subset of dimensions.

Uses of SpatialComparable in elki.math.scales

Method parameters in elki.math.scales with type arguments of type SpatialComparable

Modifier and Type	Method	Description
static LinearScale[]	Scales.calcScales(Relation<? extends SpatialComparable> rel)	Compute a linear scale for each dimension.

Uses of SpatialComparable in elki.math.spacefillingcurves

Fields in elki.math.spacefillingcurves declared as SpatialComparable

Modifier and Type	Field	Description
protected SpatialComparable	HilbertSpatialSorter.HilbertRef.vec	The referenced object.

Methods in elki.math.spacefillingcurves with parameters of type SpatialComparable

Modifier and Type	Method	Description
int	BinarySplitSpatialSorter.Sorter.compare(SpatialComparable o1, SpatialComparable o2)

Method parameters in elki.math.spacefillingcurves with type arguments of type SpatialComparable

Modifier and Type	Method	Description
private void	BinarySplitSpatialSorter.binarySplitSort(java.util.List<? extends SpatialComparable> objs, int start, int end, int depth, int numdim, int[] dims, BinarySplitSpatialSorter.Sorter comp)	Sort the array using a binary split in dimension curdim, then recurse with the next dimension.
static double[]	SpatialSorter.computeMinMax(java.lang.Iterable<? extends SpatialComparable> objs)	Compute the minimum and maximum for each dimension.
private static double	ZCurveSpatialSorter.getMinPlusMaxObject(java.util.List<? extends SpatialComparable> objs, int s, int dim)	Compute getMin(dim) + getMax(dim) for the spatial object.
protected void	PeanoSpatialSorter.peanoSort(java.util.List<? extends SpatialComparable> objs, int start, int end, double[] mms, int[] dims, int depth, long[] bits, boolean desc)	Sort by Peano curve.
protected static int	ZCurveSpatialSorter.pivotizeList1D(java.util.List<? extends SpatialComparable> objs, int start, int end, int dim, double threshold, boolean desc)	"Pivotize" the list, such that all elements before the given position are less than, all elements after the position are larger than the threshold value in the given dimension.
void	BinarySplitSpatialSorter.sort(java.util.List<? extends SpatialComparable> objs, int start, int end, double[] minmax, int[] dims)
void	HilbertSpatialSorter.sort(java.util.List<? extends SpatialComparable> objs, int start, int end, double[] minmax, int[] dims)
void	PeanoSpatialSorter.sort(java.util.List<? extends SpatialComparable> objs, int start, int end, double[] minmax, int[] dims)
default void	SpatialSorter.sort(java.util.List<? extends SpatialComparable> objs)	Partitions the specified feature vectors
void	SpatialSorter.sort(java.util.List<? extends SpatialComparable> objs, int start, int end, double[] minmax, int[] dims)	Sort part of the list (start to end).
void	ZCurveSpatialSorter.sort(java.util.List<? extends SpatialComparable> objs, int start, int end, double[] minmax, int[] dims)
protected void	ZCurveSpatialSorter.zSort(java.util.List<? extends SpatialComparable> objs, int start, int end, double[] mms, int[] dims, int depth)	The actual Z sorting function

Constructors in elki.math.spacefillingcurves with parameters of type SpatialComparable

Constructor	Description
HilbertRef(SpatialComparable vec, long[] bits)	Constructor.

Uses of SpatialComparable in elki.outlier.lof

Classes in elki.outlier.lof with type parameters of type SpatialComparable

Modifier and Type	Class	Description
class	VarianceOfVolume<O extends SpatialComparable>	Variance of Volume for outlier detection.
static class	VarianceOfVolume.Par<O extends SpatialComparable>	Parameterization class.

Classes in elki.outlier.lof that implement SpatialComparable

Modifier and Type	Class	Description
(package private) static class	ALOCI.Node	Node of the ALOCI Quadtree

Uses of SpatialComparable in elki.result

Method parameters in elki.result with type arguments of type SpatialComparable

Modifier and Type	Method	Description
static ScalesResult	ScalesResult.getScalesResult(Relation<? extends SpatialComparable> rel)	Get (or create) a scales result for a relation.

Constructor parameters in elki.result with type arguments of type SpatialComparable

Constructor	Description
ScalesResult(Relation<? extends SpatialComparable> relation)	Constructor.

Uses of SpatialComparable in elki.similarity

Methods in elki.similarity with parameters of type SpatialComparable

Modifier and Type	Method	Description
double	Kulczynski1Similarity.minDist(SpatialComparable mbr1, SpatialComparable mbr2)

Uses of SpatialComparable in elki.visualization.projector

Classes in elki.visualization.projector with type parameters of type SpatialComparable

Modifier and Type	Class	Description
class	ParallelPlotProjector<V extends SpatialComparable>	ParallelPlotProjector is responsible for producing a parallel axes visualization.
class	ScatterPlotProjector<V extends SpatialComparable>	ScatterPlotProjector is responsible for producing a set of scatterplot visualizations.

Uses of SpatialComparable in elki.visualization.svg

Methods in elki.visualization.svg with parameters of type SpatialComparable

Modifier and Type	Method	Description
static org.w3c.dom.Element	SVGHyperCube.drawFilled(SVGPlot svgp, java.lang.String cls, Projection2D proj, SpatialComparable box)	Filled hypercube.
static org.w3c.dom.Element	SVGHyperCube.drawFrame(SVGPlot svgp, Projection2D proj, SpatialComparable box)	Wireframe hypercube.
private static java.util.ArrayList<double[]>	SVGHyperCube.getVisibleEdges(Projection2D proj, SpatialComparable box)	Get the visible (non-0) edges of a hypercube