Package elki.index.preprocessed.knn

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

java.lang.Object

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

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

Type Parameters:

V - Vector type

All Implemented Interfaces:

elki.index.IndexFactory<V>

Enclosing class:

SpacefillingMaterializeKNNPreprocessor<O extends elki.data.NumberVector>

public static class SpacefillingMaterializeKNNPreprocessor.Factory<V extends elki.data.NumberVector>
extends AbstractMaterializeKNNPreprocessor.Factory<V>

Index factory class

Author:

Erich Schubert

Field Summary

Fields

Modifier and Type	Field	Description
(package private) java.util.List<? extends elki.math.spacefillingcurves.SpatialSorter>	curvegen	Spatial curve generators
(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

Fields inherited from class elki.index.preprocessed.knn.AbstractMaterializeKNNPreprocessor.Factory

distance, DISTANCE_FUNCTION_ID, k, K_ID

Constructor Summary

Constructors

Constructor	Description
Factory(int k, elki.distance.Distance<? super V> distance, java.util.List<? extends elki.math.spacefillingcurves.SpatialSorter> curvegen, double window, int variants, elki.utilities.random.RandomFactory random)	Constructor.

Method Summary

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

Methods inherited from class elki.index.preprocessed.knn.AbstractMaterializeKNNPreprocessor.Factory

getDistance

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

random

elki.utilities.random.RandomFactory random

Random number generator.

Constructor Detail

Factory

public Factory(int k,
               elki.distance.Distance<? super V> distance,
               java.util.List<? extends elki.math.spacefillingcurves.SpatialSorter> curvegen,
               double window,
               int variants,
               elki.utilities.random.RandomFactory random)

Constructor.

Parameters:

curvegen - Curve generators

window - Window multiplicator

variants - Number of curve variants to generate

random - Random number generator

Method Detail

instantiate

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

Specified by:

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

Specified by:

instantiate in class AbstractMaterializeKNNPreprocessor.Factory<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>

Overrides:

getInputTypeRestriction in class AbstractMaterializeKNNPreprocessor.Factory<V extends elki.data.NumberVector>