Package | Description |
---|---|
de.lmu.ifi.dbs.elki.algorithm |
Algorithms suitable as a task for the
KDDTask main routine. |
de.lmu.ifi.dbs.elki.index.preprocessed.knn |
Indexes providing KNN and rKNN data.
|
de.lmu.ifi.dbs.elki.index.tree.spatial |
Tree-based index structures for spatial indexing.
|
de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants |
R*-Tree and variants.
|
de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.deliclu | |
de.lmu.ifi.dbs.elki.index.tree.spatial.rstarvariants.rstar |
Modifier and Type | Class and Description |
---|---|
class |
KNNJoin<V extends NumberVector<V,?>,D extends Distance<D>,N extends SpatialNode<N,E>,E extends SpatialEntry>
Joins in a given spatial database to each object its k-nearest neighbors.
|
static class |
KNNJoin.Parameterizer<V extends NumberVector<V,?>,D extends Distance<D>,N extends SpatialNode<N,E>,E extends SpatialEntry>
Parameterization class.
|
Modifier and Type | Class and Description |
---|---|
class |
SpatialApproximationMaterializeKNNPreprocessor<O extends NumberVector<?,?>,D extends Distance<D>,N extends SpatialNode<N,E>,E extends SpatialEntry>
A preprocessor for annotation of the k nearest neighbors (and their
distances) to each database object.
|
static class |
SpatialApproximationMaterializeKNNPreprocessor.Factory<D extends Distance<D>,N extends SpatialNode<N,E>,E extends SpatialEntry>
The actual preprocessor instance.
|
static class |
SpatialApproximationMaterializeKNNPreprocessor.Factory.Parameterizer<D extends Distance<D>,N extends SpatialNode<N,E>,E extends SpatialEntry>
Parameterization class.
|
Modifier and Type | Class and Description |
---|---|
class |
SpatialIndexTree<N extends SpatialNode<N,E>,E extends SpatialEntry>
Abstract super class for all spatial index tree classes.
|
interface |
SpatialNode<N extends SpatialNode<N,E>,E extends SpatialEntry>
Defines the requirements for an object that can be used as a node in a
Spatial Index.
|
Modifier and Type | Class and Description |
---|---|
class |
AbstractRStarTreeNode<N extends AbstractRStarTreeNode<N,E>,E extends SpatialEntry>
Abstract superclass for nodes in a R*-Tree.
|
Modifier and Type | Class and Description |
---|---|
class |
DeLiCluNode
Represents a node in a DeLiClu-Tree.
|
Modifier and Type | Class and Description |
---|---|
class |
RStarTreeNode
Represents a node in an R*-Tree.
|