meka.classifiers.multilabel.meta

Class FilteredClassifier

java.lang.Object

weka.classifiers.AbstractClassifier

weka.classifiers.SingleClassifierEnhancer

weka.classifiers.meta.FilteredClassifier

meka.classifiers.multilabel.meta.FilteredClassifier

All Implemented Interfaces:

Serializable, Cloneable, MultiLabelClassifier, weka.classifiers.Classifier, weka.classifiers.IterativeClassifier, weka.core.BatchPredictor, weka.core.CapabilitiesHandler, weka.core.CapabilitiesIgnorer, weka.core.CommandlineRunnable, weka.core.Drawable, weka.core.OptionHandler, weka.core.PartitionGenerator, weka.core.RevisionHandler

Direct Known Subclasses:

FilteredClassifier

public class FilteredClassifier
extends weka.classifiers.meta.FilteredClassifier
implements MultiLabelClassifier

Allows the application of a filter in conjunction with a multi-label classifier.

Version:

$Revision$

Author:

FracPete (fracpete at waikato dot ac dot nz)

See Also:

Serialized Form

Field Summary

Fields inherited from class weka.classifiers.meta.FilteredClassifier

m_DoNotCheckForModifiedClassAttribute, m_Filter, m_FilteredInstances

Fields inherited from class weka.classifiers.SingleClassifierEnhancer

m_Classifier

Fields inherited from class weka.classifiers.AbstractClassifier

BATCH_SIZE_DEFAULT, m_BatchSize, m_Debug, m_DoNotCheckCapabilities, m_numDecimalPlaces, NUM_DECIMAL_PLACES_DEFAULT

Fields inherited from interface weka.core.Drawable

BayesNet, Newick, NOT_DRAWABLE, TREE

Constructor Summary

Constructors

Constructor and Description
FilteredClassifier() Default constructor.

Method Summary

Modifier and Type	Method and Description
protected String	defaultClassifierString() String describing default classifier.
String	getModel() Returns a string representation of the model.
static void	main(String[] args)
void	setClassifier(weka.classifiers.Classifier newClassifier) Set the base learner.
protected weka.core.Instances	setUp(weka.core.Instances data) Sets up the filter and runs checks.
void	testCapabilities(weka.core.Instances D) TestCapabilities.

Methods inherited from class weka.classifiers.meta.FilteredClassifier

batchSizeTipText, buildClassifier, defaultFilterString, distributionForInstance, distributionsForInstances, done, filterInstance, filterTipText, generatePartition, getBatchSize, getCapabilities, getFilter, getFilterSpec, getMembershipValues, getOptions, getRevision, globalInfo, graph, graphType, implementsMoreEfficientBatchPrediction, initializeClassifier, listOptions, next, numElements, setBatchSize, setDoNotCheckForModifiedClassAttribute, setFilter, setOptions, toString

Methods inherited from class weka.classifiers.SingleClassifierEnhancer

classifierTipText, defaultClassifierOptions, getClassifier, getClassifierSpec, postExecution, preExecution

Methods inherited from class weka.classifiers.AbstractClassifier

classifyInstance, debugTipText, doNotCheckCapabilitiesTipText, forName, getDebug, getDoNotCheckCapabilities, getNumDecimalPlaces, makeCopies, makeCopy, numDecimalPlacesTipText, run, runClassifier, setDebug, setDoNotCheckCapabilities, setNumDecimalPlaces

Methods inherited from class java.lang.Object

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

Methods inherited from interface meka.classifiers.multilabel.MultiLabelClassifier

debugTipText, getDebug, setDebug

Methods inherited from interface weka.classifiers.Classifier

buildClassifier, classifyInstance, distributionForInstance, getCapabilities

Methods inherited from interface weka.core.OptionHandler

getOptions, listOptions, setOptions

Constructor Detail

FilteredClassifier

public FilteredClassifier()

Default constructor. Turns off check for modified class attribute.

Method Detail

defaultClassifierString

protected String defaultClassifierString()

String describing default classifier.

Overrides:

defaultClassifierString in class weka.classifiers.meta.FilteredClassifier

setClassifier

public void setClassifier(weka.classifiers.Classifier newClassifier)

Set the base learner.

Overrides:

setClassifier in class weka.classifiers.SingleClassifierEnhancer

Parameters:

newClassifier - the classifier to use.

testCapabilities

public void testCapabilities(weka.core.Instances D)
                      throws Exception

TestCapabilities. Make sure the training data is suitable.

Parameters:

D - the data

Throws:

Exception

setUp

protected weka.core.Instances setUp(weka.core.Instances data)
                             throws Exception

Sets up the filter and runs checks.

Overrides:

setUp in class weka.classifiers.meta.FilteredClassifier

Returns:

filtered data

Throws:

Exception

getModel

public String getModel()

Returns a string representation of the model.

Specified by:

getModel in interface MultiLabelClassifier

Returns:

the model

main

public static void main(String[] args)