hr.irb.fastRandomForest

Class FRFAttributeEval

java.lang.Object

weka.attributeSelection.ASEvaluation

hr.irb.fastRandomForest.FRFAttributeEval

All Implemented Interfaces:

Serializable, weka.attributeSelection.AttributeEvaluator, weka.core.CapabilitiesHandler, weka.core.CapabilitiesIgnorer, weka.core.CommandlineRunnable, weka.core.OptionHandler, weka.core.RevisionHandler

public class FRFAttributeEval
extends weka.attributeSelection.ASEvaluation
implements weka.attributeSelection.AttributeEvaluator

Evaluate the merit of each attribute using a random forest.

Version:

$Id: FRFAttributeEval.java 49 2010-10-05 14:05:11Z vinaysethmohta $

Author:

Santi Villalba

See Also:

Serialized Form

Field Summary

Fields inherited from class weka.attributeSelection.ASEvaluation

m_DoNotCheckCapabilities

Constructor Summary

Constructors

Constructor and Description
FRFAttributeEval() Constructor
FRFAttributeEval(FastRandomForest frfProto) Constructor.

Method Summary

Modifier and Type	Method and Description
void	buildEvaluator(weka.core.Instances data)
double	evaluateAttribute(int attribute)
weka.core.Capabilities	getCapabilities()
FastRandomForest	getFrfProto()
String	getRevision()
void	setFrfProto(FastRandomForest frfProto)

Methods inherited from class weka.attributeSelection.ASEvaluation

clean, doNotCheckCapabilitiesTipText, forName, getDoNotCheckCapabilities, getOptions, listOptions, makeCopies, postExecution, postProcess, preExecution, run, runEvaluator, setDoNotCheckCapabilities, setOptions

Methods inherited from class java.lang.Object

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

Methods inherited from interface weka.core.OptionHandler

makeCopy

Constructor Detail

FRFAttributeEval

public FRFAttributeEval()

Constructor

FRFAttributeEval

public FRFAttributeEval(FastRandomForest frfProto)

Constructor.

Parameters:

frfProto - the prototype for the random forest.

Method Detail

buildEvaluator

public void buildEvaluator(weka.core.Instances data)
                    throws Exception

Specified by:

buildEvaluator in class weka.attributeSelection.ASEvaluation

Throws:

Exception

evaluateAttribute

public double evaluateAttribute(int attribute)
                         throws Exception

Specified by:

evaluateAttribute in interface weka.attributeSelection.AttributeEvaluator

Throws:

Exception

getFrfProto

public FastRandomForest getFrfProto()

Returns:

the prototype for the random forest

setFrfProto

public void setFrfProto(FastRandomForest frfProto)

Parameters:

frfProto - the prototype for the random forest

getCapabilities

public weka.core.Capabilities getCapabilities()

Specified by:

getCapabilities in interface weka.core.CapabilitiesHandler

Overrides:

getCapabilities in class weka.attributeSelection.ASEvaluation

getRevision

public String getRevision()

Specified by:

getRevision in interface weka.core.RevisionHandler

Overrides:

getRevision in class weka.attributeSelection.ASEvaluation