de.lmu.ifi.dbs.elki.utilities.ensemble

Class EnsembleVotingBayes

java.lang.Object

de.lmu.ifi.dbs.elki.utilities.ensemble.EnsembleVotingBayes

All Implemented Interfaces:

EnsembleVoting, Parameterizable

public class EnsembleVotingBayes
extends Object
implements EnsembleVoting

Combination rule based on Bayes theorems. Note: this assumes that the scores are probabilistic!

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	EnsembleVotingBayes.Parameterizer Parameterization class.

Field Summary

Fields

Modifier and Type	Field and Description
private double	minvote Minimum vote to cast

Constructor Summary

Constructors

Constructor and Description
EnsembleVotingBayes(double minvote) Constructor.

Method Summary

Methods

Modifier and Type	Method and Description
double	combine(double[] scores) Combine scores function.

Methods inherited from class java.lang.Object

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

Field Detail

minvote

private double minvote

Minimum vote to cast

Constructor Detail

EnsembleVotingBayes

public EnsembleVotingBayes(double minvote)

Constructor.

Parameters:

minvote - Minimum vote to cast (0 to 0.5)

Method Detail

combine

public double combine(double[] scores)

Description copied from interface: EnsembleVoting

Combine scores function. Note: it is assumed that the scores are comparable.

Specified by:

combine in interface EnsembleVoting

Parameters:

scores - Scores to combine

Returns:

combined score.