Uses of Package
elki.index.preprocessed.knn

Packages that use elki.index.preprocessed.knn

Package	Description
elki.database.query.knn	Prepared queries for k nearest neighbor (kNN) queries.
elki.database.query.rknn	Prepared queries for reverse k nearest neighbor (rkNN) queries.
elki.index.preprocessed.knn	Indexes providing KNN and rKNN data.
elki.outlier.lof	LOF family of outlier detection algorithms.
elki.visualization.visualizers.scatterplot.selection	Visualizers for object selection based on 2D projections.

Classes in elki.index.preprocessed.knn used by elki.database.query.knn

Class	Description
AbstractMaterializeKNNPreprocessor	Abstract base class for KNN Preprocessors.

Classes in elki.index.preprocessed.knn used by elki.database.query.rknn

Class	Description
MaterializeKNNAndRKNNPreprocessor	A preprocessor for annotation of the k nearest neighbors and the reverse k nearest neighbors (and their distances) to each database object.
MaterializeKNNAndRKNNPreprocessor.Factory	The parameterizable factory.

Classes in elki.index.preprocessed.knn used by elki.index.preprocessed.knn

Class	Description
AbstractMaterializeKNNPreprocessor	Abstract base class for KNN Preprocessors.
AbstractMaterializeKNNPreprocessor.Factory	The parameterizable factory.
CachedDoubleDistanceKNNPreprocessor	Preprocessor that loads an existing cached kNN result.
CachedDoubleDistanceKNNPreprocessor.Factory	The parameterizable factory.
KNNChangeEvent	Encapsulates information describing changes of the k nearest neighbors (kNNs) of some objects due to insertion or removal of objects.
KNNChangeEvent.Type	Available event types.
KNNJoinMaterializeKNNPreprocessor	Class to materialize the kNN using a spatial join on an R-tree.
KNNJoinMaterializeKNNPreprocessor.Factory	The parameterizable factory.
KNNListener	Listener interface invoked when the k nearest neighbors (kNNs) of some objects have been changed due to insertion or removals of objects.
MaterializeKNNAndRKNNPreprocessor	A preprocessor for annotation of the k nearest neighbors and the reverse k nearest neighbors (and their distances) to each database object.
MaterializeKNNAndRKNNPreprocessor.Factory	The parameterizable factory.
MaterializeKNNPreprocessor	A preprocessor for annotation of the k nearest neighbors (and their distances) to each database object.
MaterializeKNNPreprocessor.Factory	The parameterizable factory.
MaterializeKNNPreprocessor.Factory.Par	Parameterization class.
MetricalIndexApproximationMaterializeKNNPreprocessor	A preprocessor for annotation of the k nearest neighbors (and their distances) to each database object.
MetricalIndexApproximationMaterializeKNNPreprocessor.Factory	The parameterizable factory.
NaiveProjectedKNNPreprocessor	Compute the approximate k nearest neighbors using 1 dimensional projections.
NaiveProjectedKNNPreprocessor.Factory	Index factory class
NNDescent	NN-descent (also known as KNNGraph) is an approximate nearest neighbor search algorithm beginning with a random sample, then iteratively refining this sample until.
NNDescent.Factory	Index factory.
PartitionApproximationMaterializeKNNPreprocessor	A preprocessor for annotation of the k nearest neighbors (and their distances) to each database object.
PartitionApproximationMaterializeKNNPreprocessor.Factory	The parameterizable factory.
RandomSampleKNNPreprocessor	Class that computed the kNN only on a random sample.
RandomSampleKNNPreprocessor.Factory	The parameterizable factory.
SpacefillingKNNPreprocessor	Compute the nearest neighbors approximatively using space filling curves.
SpacefillingKNNPreprocessor.Factory	Index factory class
SpacefillingMaterializeKNNPreprocessor	Compute the nearest neighbors approximatively using space filling curves.
SpacefillingMaterializeKNNPreprocessor.Factory	Index factory class
SpatialApproximationMaterializeKNNPreprocessor	A preprocessor for annotation of the k nearest neighbors (and their distances) to each database object.
SpatialApproximationMaterializeKNNPreprocessor.Factory	The actual preprocessor instance.
SpatialPair	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 used by elki.outlier.lof

Class	Description
KNNChangeEvent	Encapsulates information describing changes of the k nearest neighbors (kNNs) of some objects due to insertion or removal of objects.
KNNListener	Listener interface invoked when the k nearest neighbors (kNNs) of some objects have been changed due to insertion or removals of objects.

Classes in elki.index.preprocessed.knn used by elki.visualization.visualizers.scatterplot.selection

Class	Description
AbstractMaterializeKNNPreprocessor	Abstract base class for KNN Preprocessors.