Package elki.outlier.trivial

Class TrivialAverageCoordinateOutlier

java.lang.Object

elki.outlier.trivial.TrivialAverageCoordinateOutlier

All Implemented Interfaces:

Algorithm, OutlierAlgorithm

@Priority(-150)
public class TrivialAverageCoordinateOutlier
extends java.lang.Object
implements OutlierAlgorithm

Trivial method that takes the average of all dimensions (for one-dimensional data that is just the actual value!) as outlier score. Mostly useful to convert a 1d data set into a score, e.g., in geodata.

Since:

0.6.0

Author:

Erich Schubert

Nested Class Summary

Nested classes/interfaces inherited from interface elki.Algorithm

Algorithm.Utils

Constructor Summary

Constructors

Constructor	Description
TrivialAverageCoordinateOutlier()	Constructor.

Method Summary

Modifier and Type	Method	Description
TypeInformation[]	getInputTypeRestriction()	Get the input type restriction used for negotiating the data query.
OutlierResult	run(Relation<? extends NumberVector> relation)	Run the actual algorithm.

Methods inherited from class java.lang.Object

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

Methods inherited from interface elki.outlier.OutlierAlgorithm

autorun

Constructor Detail

TrivialAverageCoordinateOutlier

public TrivialAverageCoordinateOutlier()

Constructor.

Method Detail

getInputTypeRestriction

public TypeInformation[] getInputTypeRestriction()

Description copied from interface: Algorithm

Get the input type restriction used for negotiating the data query.

Specified by:

getInputTypeRestriction in interface Algorithm

Returns:

Type restriction

run

public OutlierResult run(Relation<? extends NumberVector> relation)

Run the actual algorithm.

Parameters:

relation - Relation

Returns:

Result