public abstract class IteratedSingleClassifierEnhancer extends SingleClassifierEnhancer
Constructor and Description |
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IteratedSingleClassifierEnhancer() |
Modifier and Type | Method and Description |
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void |
buildClassifier(Instances data)
Stump method for building the classifiers.
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int |
getNumIterations()
Gets the number of bagging iterations
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java.lang.String[] |
getOptions()
Gets the current settings of the classifier.
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java.util.Enumeration |
listOptions()
Returns an enumeration describing the available options.
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java.lang.String |
numIterationsTipText()
Returns the tip text for this property
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void |
setNumIterations(int numIterations)
Sets the number of bagging iterations
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void |
setOptions(java.lang.String[] options)
Parses a given list of options.
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classifierTipText, getCapabilities, getClassifier, setClassifier
classifyInstance, debugTipText, distributionForInstance, forName, getDebug, getRevision, makeCopies, makeCopy, setDebug
public void buildClassifier(Instances data) throws java.lang.Exception
buildClassifier
in class Classifier
data
- the training data to be used for generating the
bagged classifier.java.lang.Exception
- if the classifier could not be built successfullypublic java.util.Enumeration listOptions()
listOptions
in interface OptionHandler
listOptions
in class SingleClassifierEnhancer
public void setOptions(java.lang.String[] options) throws java.lang.Exception
-W classname
Specify the full class name of the base learner.
-I num
Set the number of iterations (default 10).
Options after -- are passed to the designated classifier.
setOptions
in interface OptionHandler
setOptions
in class SingleClassifierEnhancer
options
- the list of options as an array of stringsjava.lang.Exception
- if an option is not supportedpublic java.lang.String[] getOptions()
getOptions
in interface OptionHandler
getOptions
in class SingleClassifierEnhancer
public java.lang.String numIterationsTipText()
public void setNumIterations(int numIterations)
public int getNumIterations()