Package elki.outlier.meta

Class SimpleOutlierEnsemble

java.lang.Object

elki.outlier.meta.SimpleOutlierEnsemble

All Implemented Interfaces:

Algorithm, OutlierAlgorithm

public class SimpleOutlierEnsemble
extends java.lang.Object
implements OutlierAlgorithm

Simple outlier ensemble method.

Since:

0.5.5

Author:

Erich Schubert

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	SimpleOutlierEnsemble.Par	Parameterization class.

Nested classes/interfaces inherited from interface elki.Algorithm

Algorithm.Utils

Field Summary

Fields

Modifier and Type	Field	Description
private java.util.List<? extends OutlierAlgorithm>	algorithms	The algorithms to run.
private static Logging	LOG	The logger for this class.
private EnsembleVoting	voting	The voting in use.

Constructor Summary

Constructors

Constructor	Description
SimpleOutlierEnsemble(java.util.List<? extends OutlierAlgorithm> algorithms, EnsembleVoting voting)	Constructor.

Method Summary

Modifier and Type	Method	Description
OutlierResult	autorun(Database database)	Try to auto-run the algorithm on a database by calling a method called run, with an optional Database first, and with data relations as specified by Algorithm.getInputTypeRestriction().
TypeInformation[]	getInputTypeRestriction()	Get the input type restriction used for negotiating the data query.

Methods inherited from class java.lang.Object

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

Field Detail

LOG

private static final Logging LOG

The logger for this class.

algorithms

private java.util.List<? extends OutlierAlgorithm> algorithms

The algorithms to run.

voting

private EnsembleVoting voting

The voting in use.

Constructor Detail

SimpleOutlierEnsemble

public SimpleOutlierEnsemble(java.util.List<? extends OutlierAlgorithm> algorithms,
                             EnsembleVoting voting)

Constructor.

Parameters:

algorithms - Algorithms to run

voting - Voting method

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

autorun

public OutlierResult autorun(Database database)
                      throws java.lang.IllegalStateException

Description copied from interface: Algorithm

Try to auto-run the algorithm on a database by calling a method called run, with an optional Database first, and with data relations as specified by Algorithm.getInputTypeRestriction().

Specified by:

autorun in interface Algorithm

Specified by:

autorun in interface OutlierAlgorithm

Parameters:

database - the database to run the algorithm on

Returns:

the Result computed by this algorithm

Throws:

java.lang.IllegalStateException