hr.irb.fastRandomForest

Class VotesCollector

java.lang.Object

hr.irb.fastRandomForest.VotesCollector

All Implemented Interfaces:

Callable<Double>

public class VotesCollector
extends Object
implements Callable<Double>

Used to retrieve the out-of-bag vote of an ensemble classifier for a single instance. In classification, does not return the class distribution but only class index of the dominant class.

Implements callable so it can be run in multiple threads.

Author:

Fran Supek

Field Summary

Fields

Modifier and Type	Field and Description
protected weka.core.Instances	data
protected boolean[][]	inBag
protected int	instanceIdx
protected weka.classifiers.Classifier[]	m_Classifiers

Constructor Summary

Constructors

Constructor and Description
VotesCollector(weka.classifiers.Classifier[] m_Classifiers, int instanceIdx, weka.core.Instances data, boolean[][] inBag)

Method Summary

Modifier and Type	Method and Description
Double	call() Determine predictions for a single instance.

Methods inherited from class java.lang.Object

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

Field Detail

m_Classifiers

protected final weka.classifiers.Classifier[] m_Classifiers

instanceIdx

protected final int instanceIdx

data

protected final weka.core.Instances data

inBag

protected final boolean[][] inBag

Constructor Detail

VotesCollector

public VotesCollector(weka.classifiers.Classifier[] m_Classifiers,
                      int instanceIdx,
                      weka.core.Instances data,
                      boolean[][] inBag)

Method Detail

call

public Double call()
            throws Exception

Determine predictions for a single instance.

Specified by:

call in interface Callable<Double>

Throws:

Exception