Package elki.index.preprocessed.knn

Class SpacefillingKNNPreprocessor.Factory<V extends elki.data.NumberVector>

java.lang.Object

elki.index.preprocessed.knn.SpacefillingKNNPreprocessor.Factory<V>

Type Parameters:

V - Vector type

All Implemented Interfaces:

elki.index.IndexFactory<V>

Enclosing class:

SpacefillingKNNPreprocessor<O extends elki.data.NumberVector>

public static class SpacefillingKNNPreprocessor.Factory<V extends elki.data.NumberVector>
extends java.lang.Object
implements elki.index.IndexFactory<V>

Index factory class

Author:

Erich Schubert

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	SpacefillingKNNPreprocessor.Factory.Par	Parameterization class.

Field Summary

Fields

Modifier and Type	Field	Description
(package private) java.util.List<? extends elki.math.spacefillingcurves.SpatialSorter>	curvegen	Spatial curve generators
(package private) int	odim	Number of dimensions to use.
(package private) elki.data.projection.random.RandomProjectionFamily	proj	Random projection family to use.
(package private) elki.utilities.random.RandomFactory	random	Random number generator.
(package private) int	variants	Number of variants to generate for each curve
(package private) double	window	Curve window size

Constructor Summary

Constructors

Constructor	Description
Factory(java.util.List<? extends elki.math.spacefillingcurves.SpatialSorter> curvegen, double window, int variants, int odim, elki.data.projection.random.RandomProjectionFamily proj, elki.utilities.random.RandomFactory random)	Constructor.

Method Summary

Modifier and Type	Method	Description
elki.data.type.TypeInformation	getInputTypeRestriction()
SpacefillingKNNPreprocessor<V>	instantiate(elki.database.relation.Relation<V> relation)

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

curvegen

java.util.List<? extends elki.math.spacefillingcurves.SpatialSorter> curvegen

Spatial curve generators

window

double window

Curve window size

variants

int variants

Number of variants to generate for each curve

odim

int odim

Number of dimensions to use.

proj

elki.data.projection.random.RandomProjectionFamily proj

Random projection family to use.

random

elki.utilities.random.RandomFactory random

Random number generator.

Constructor Detail

Factory

public Factory(java.util.List<? extends elki.math.spacefillingcurves.SpatialSorter> curvegen,
               double window,
               int variants,
               int odim,
               elki.data.projection.random.RandomProjectionFamily proj,
               elki.utilities.random.RandomFactory random)

Constructor.

Parameters:

curvegen - Curve generators

window - Window multiplicator

variants - Number of curve variants to generate

odim - Number of dimensions to use -1 == all.

proj - Random projection family

random - Random number generator

Method Detail

instantiate

public SpacefillingKNNPreprocessor<V> instantiate(elki.database.relation.Relation<V> relation)

Specified by:

instantiate in interface elki.index.IndexFactory<V extends elki.data.NumberVector>

getInputTypeRestriction

public elki.data.type.TypeInformation getInputTypeRestriction()

Specified by:

getInputTypeRestriction in interface elki.index.IndexFactory<V extends elki.data.NumberVector>