public class RandomSubspaceML extends MetaProblemTransformationMethod implements weka.core.TechnicalInformationHandler
Modifier and Type | Field and Description |
---|---|
protected int |
m_AttSizePercent |
protected int[][] |
m_IndicesCut |
protected weka.core.Instances[] |
m_InstancesTemplates |
protected weka.core.Instance[] |
m_InstanceTemplates |
m_BagSizePercent, m_Classifiers, m_NumIterations, m_Seed
m_InstancesTemplate
Constructor and Description |
---|
RandomSubspaceML() |
Modifier and Type | Method and Description |
---|---|
String |
attSizePercentTipText() |
void |
buildClassifier(weka.core.Instances D) |
double[] |
distributionForInstance(weka.core.Instance x) |
int |
getAttSizePercent()
Gets the percentage of attributes to sample from the original set.
|
String[] |
getOptions() |
String |
getRevision() |
weka.core.TechnicalInformation |
getTechnicalInformation() |
String |
globalInfo()
Description to display in the GUI.
|
Enumeration |
listOptions() |
static void |
main(String[] args) |
void |
setAttSizePercent(int value)
Sets the percentage of attributes to sample from the original set.
|
void |
setOptions(String[] options) |
bagSizePercentTipText, defaultClassifierString, getBagSizePercent, getModel, getNumIterations, getSeed, numIterationsTipText, seedTipText, setBagSizePercent, setNumIterations, setSeed
evaluation, getCapabilities, getTemplate, makeCopies, runClassifier, testCapabilities, toString
classifierTipText, defaultClassifierOptions, getClassifier, getClassifierSpec, postExecution, preExecution, setClassifier
batchSizeTipText, classifyInstance, debugTipText, distributionsForInstances, doNotCheckCapabilitiesTipText, forName, getBatchSize, getDebug, getDoNotCheckCapabilities, getNumDecimalPlaces, implementsMoreEfficientBatchPrediction, makeCopies, makeCopy, numDecimalPlacesTipText, run, runClassifier, setBatchSize, setDebug, setDoNotCheckCapabilities, setNumDecimalPlaces
clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait
debugTipText, getDebug, setDebug
protected int m_AttSizePercent
protected int[][] m_IndicesCut
protected weka.core.Instances[] m_InstancesTemplates
protected weka.core.Instance[] m_InstanceTemplates
public void buildClassifier(weka.core.Instances D) throws Exception
buildClassifier
in interface weka.classifiers.Classifier
buildClassifier
in class ProblemTransformationMethod
Exception
public double[] distributionForInstance(weka.core.Instance x) throws Exception
distributionForInstance
in interface weka.classifiers.Classifier
distributionForInstance
in class MetaProblemTransformationMethod
Exception
public Enumeration listOptions()
listOptions
in interface weka.core.OptionHandler
listOptions
in class MetaProblemTransformationMethod
public void setOptions(String[] options) throws Exception
setOptions
in interface weka.core.OptionHandler
setOptions
in class MetaProblemTransformationMethod
Exception
public String[] getOptions()
getOptions
in interface weka.core.OptionHandler
getOptions
in class MetaProblemTransformationMethod
public static void main(String[] args)
public String globalInfo()
globalInfo
in class MetaProblemTransformationMethod
public weka.core.TechnicalInformation getTechnicalInformation()
getTechnicalInformation
in interface weka.core.TechnicalInformationHandler
public String getRevision()
getRevision
in interface weka.core.RevisionHandler
getRevision
in class ProblemTransformationMethod
public void setAttSizePercent(int value)
public int getAttSizePercent()
public String attSizePercentTipText()
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