Package elki.outlier.spatial

Class AbstractNeighborhoodOutlier<O>

java.lang.Object

elki.outlier.spatial.AbstractNeighborhoodOutlier<O>

Type Parameters:

O - Object type

All Implemented Interfaces:

Algorithm, OutlierAlgorithm

Direct Known Subclasses:

AbstractDistanceBasedSpatialOutlier, CTLuMeanMultipleAttributes, CTLuMedianAlgorithm, CTLuMedianMultipleAttributes, CTLuMoranScatterplotOutlier, CTLuScatterplotOutlier, CTLuZTestOutlier, TrimmedMeanApproach

public abstract class AbstractNeighborhoodOutlier<O>
extends java.lang.Object
implements OutlierAlgorithm

Abstract base class for spatial outlier detection methods using a spatial neighborhood.

Since:

0.4.0

Author:

Ahmed Hettab

Nested Class Summary

Nested classes/interfaces inherited from interface elki.Algorithm

Algorithm.Utils

Field Summary

Fields

Modifier and Type	Field	Description
static OptionID	NEIGHBORHOOD_ID	Parameter to specify the neighborhood predicate to use.
private NeighborSetPredicate.Factory<O>	npredf	Our predicate to obtain the neighbors

Constructor Summary

Constructors

Constructor	Description
AbstractNeighborhoodOutlier(NeighborSetPredicate.Factory<O> npredf)	Constructor

Method Summary

Modifier and Type	Method	Description
protected NeighborSetPredicate.Factory<O>	getNeighborSetPredicateFactory()	Get the predicate to obtain the neighbors.

Methods inherited from class java.lang.Object

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

Methods inherited from interface elki.Algorithm

getInputTypeRestriction

Methods inherited from interface elki.outlier.OutlierAlgorithm

autorun

Field Detail

NEIGHBORHOOD_ID

public static final OptionID NEIGHBORHOOD_ID

Parameter to specify the neighborhood predicate to use.

npredf

private NeighborSetPredicate.Factory<O> npredf

Our predicate to obtain the neighbors

Constructor Detail

AbstractNeighborhoodOutlier

public AbstractNeighborhoodOutlier(NeighborSetPredicate.Factory<O> npredf)

Constructor

Parameters:

npredf - Neighborhood predicate

Method Detail

getNeighborSetPredicateFactory

protected NeighborSetPredicate.Factory<O> getNeighborSetPredicateFactory()

Get the predicate to obtain the neighbors.

Returns:

predicate to obtain the neighbors