public abstract class IteratedSingleClassifierEnhancer extends SingleClassifierEnhancer
BATCH_SIZE_DEFAULT, NUM_DECIMAL_PLACES_DEFAULT| Constructor and Description |
|---|
IteratedSingleClassifierEnhancer() |
| Modifier and Type | Method and Description |
|---|---|
void |
buildClassifier(Instances data)
Stump method for building the classifiers.
|
int |
getNumIterations()
Gets the number of bagging iterations
|
java.lang.String[] |
getOptions()
Gets the current settings of the classifier.
|
java.util.Enumeration<Option> |
listOptions()
Returns an enumeration describing the available options.
|
java.lang.String |
numIterationsTipText()
Returns the tip text for this property
|
void |
setNumIterations(int numIterations)
Sets the number of bagging iterations
|
void |
setOptions(java.lang.String[] options)
Parses a given list of options.
|
classifierTipText, getCapabilities, getClassifier, postExecution, preExecution, setClassifierbatchSizeTipText, classifyInstance, debugTipText, distributionForInstance, distributionsForInstances, doNotCheckCapabilitiesTipText, forName, getBatchSize, getDebug, getDoNotCheckCapabilities, getNumDecimalPlaces, getRevision, implementsMoreEfficientBatchPrediction, makeCopies, makeCopy, numDecimalPlacesTipText, run, runClassifier, setBatchSize, setDebug, setDoNotCheckCapabilities, setNumDecimalPlacespublic void buildClassifier(Instances data) throws java.lang.Exception
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<Option> listOptions()
listOptions in interface OptionHandlerlistOptions in class SingleClassifierEnhancerpublic 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 OptionHandlersetOptions in class SingleClassifierEnhanceroptions - the list of options as an array of stringsjava.lang.Exception - if an option is not supportedpublic java.lang.String[] getOptions()
getOptions in interface OptionHandlergetOptions in class SingleClassifierEnhancerpublic java.lang.String numIterationsTipText()
public void setNumIterations(int numIterations)
public int getNumIterations()