Package weka.attributeSelection

Class SIMPLSAttributeEval

java.lang.Object

weka.attributeSelection.ASEvaluation

weka.attributeSelection.AbstractPLSAttributeEval

weka.attributeSelection.SIMPLSAttributeEval

All Implemented Interfaces:

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

public class SIMPLSAttributeEval
extends AbstractPLSAttributeEval

Uses the first component of SIMPLS to determine the importance of the attributes (defaults: no preprocessing, missing values not replaced, and 20 components)

Author:

Hisham Abdel Qader (habdelqa at waikato dot ac dot nz)

See Also:

Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from class weka.attributeSelection.AbstractPLSAttributeEval

AbstractPLSAttributeEval.LoadingsCalculations

Field Summary

Fields inherited from class weka.attributeSelection.AbstractPLSAttributeEval

m_ComponentRange, m_LoadingsCalculations, m_Model, m_NumComponents, m_PreprocessingType, m_Ranking, m_ReplaceMissing

Fields inherited from class weka.attributeSelection.ASEvaluation

m_DoNotCheckCapabilities

Constructor Summary

Constructors

Constructor	Description
SIMPLSAttributeEval()

Method Summary

Modifier and Type	Method	Description
String	globalInfo()	Returns a string describing this attribute evaluator
static void	main(String[] args)	Main method for running this class from commandline.
protected AbstractSingleClassPLS	newModel()	Creates a new instance of a PLS algorrithm.

Methods inherited from class weka.attributeSelection.AbstractPLSAttributeEval

buildEvaluator, componentRangeTipText, evaluateAttribute, getComponentRange, getLoadingsCalculations, getNumComponents, getOptions, getPreprocessingType, getReplaceMissing, listOptions, loadingsCalculationsTipText, numComponentsTipText, preprocessingTypeTipText, replaceMissingTipText, setComponentRange, setLoadingsCalculations, setNumComponents, setOptions, setPreprocessingType, setReplaceMissing, toString

Methods inherited from class weka.attributeSelection.ASEvaluation

clean, doNotCheckCapabilitiesTipText, forName, getCapabilities, getDoNotCheckCapabilities, getRevision, makeCopies, postExecution, postProcess, preExecution, run, runEvaluator, setDoNotCheckCapabilities

Methods inherited from class java.lang.Object

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

Constructor Detail

SIMPLSAttributeEval

public SIMPLSAttributeEval()

Method Detail

globalInfo

public String globalInfo()

Returns a string describing this attribute evaluator

Returns:

a description of the evaluator suitable for displaying in the explorer/experimenter gui

newModel

protected AbstractSingleClassPLS newModel()

Creates a new instance of a PLS algorrithm.

Specified by:

newModel in class AbstractPLSAttributeEval

Returns:

the instance

main

public static void main(String[] args)

Main method for running this class from commandline.

Parameters:

args - the options