public class M5Rules extends M5Base implements TechnicalInformationHandler
@inproceedings{Holmes1999, author = {Geoffrey Holmes and Mark Hall and Eibe Frank}, booktitle = {Twelfth Australian Joint Conference on Artificial Intelligence}, pages = {1-12}, publisher = {Springer}, title = {Generating Rule Sets from Model Trees}, year = {1999} } @inproceedings{Quinlan1992, address = {Singapore}, author = {Ross J. Quinlan}, booktitle = {5th Australian Joint Conference on Artificial Intelligence}, pages = {343-348}, publisher = {World Scientific}, title = {Learning with Continuous Classes}, year = {1992} } @inproceedings{Wang1997, author = {Y. Wang and I. H. Witten}, booktitle = {Poster papers of the 9th European Conference on Machine Learning}, publisher = {Springer}, title = {Induction of model trees for predicting continuous classes}, year = {1997} }Valid options are:
-N Use unpruned tree/rules
-U Use unsmoothed predictions
-R Build regression tree/rule rather than a model tree/rule
-M <minimum number of instances> Set minimum number of instances per leaf (default 4)
Constructor and Description |
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M5Rules()
Constructor
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Modifier and Type | Method and Description |
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java.lang.String |
getRevision()
Returns the revision string.
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TechnicalInformation |
getTechnicalInformation()
Returns an instance of a TechnicalInformation object, containing
detailed information about the technical background of this class,
e.g., paper reference or book this class is based on.
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java.lang.String |
globalInfo()
Returns a string describing classifier
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static void |
main(java.lang.String[] args)
Main method by which this class can be tested
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buildClassifier, buildRegressionTreeTipText, classifyInstance, enumerateMeasures, generateRulesTipText, getBuildRegressionTree, getCapabilities, getM5RootNode, getMeasure, getMinNumInstances, getOptions, getUnpruned, getUseUnsmoothed, listOptions, measureNumRules, minNumInstancesTipText, setBuildRegressionTree, setMinNumInstances, setOptions, setUnpruned, setUseUnsmoothed, toString, unprunedTipText, useUnsmoothedTipText
debugTipText, distributionForInstance, forName, getDebug, makeCopies, makeCopy, setDebug
public java.lang.String globalInfo()
globalInfo
in class M5Base
public TechnicalInformation getTechnicalInformation()
getTechnicalInformation
in interface TechnicalInformationHandler
getTechnicalInformation
in class M5Base
public java.lang.String getRevision()
getRevision
in interface RevisionHandler
getRevision
in class Classifier
public static void main(java.lang.String[] args)
args
- an array of options