Package weka.classifiers.meta

Class MultiClassClassifierUpdateable

java.lang.Object
weka.classifiers.AbstractClassifier
weka.classifiers.SingleClassifierEnhancer
weka.classifiers.RandomizableSingleClassifierEnhancer
weka.classifiers.meta.MultiClassClassifier
weka.classifiers.meta.MultiClassClassifierUpdateable
All Implemented Interfaces:
Serializable, Cloneable, Classifier, UpdateableClassifier, BatchPredictor, CapabilitiesHandler, CapabilitiesIgnorer, CommandlineRunnable, OptionHandler, Randomizable, RevisionHandler, WeightedInstancesHandler
public class MultiClassClassifierUpdateable extends MultiClassClassifier implements OptionHandler, UpdateableClassifier
A metaclassifier for handling multi-class datasets with 2-class classifiers. This classifier is also capable of applying error correcting output codes for increased accuracy. The base classifier must be an updateable classifier

Valid options are: 

 -M <num>
  Sets the method to use. Valid values are 0 (1-against-all),
  1 (random codes), 2 (exhaustive code), and 3 (1-against-1). (default 0)
 
 -R <num>
  Sets the multiplier when using random codes. (default 2.0)
 -P
  Use pairwise coupling (only has an effect for 1-against1)
 -S <num>
  Random number seed.
  (default 1)
 -D
  If set, classifier is run in debug mode and
  may output additional info to the console
 -W
  Full name of base classifier.
  (default: weka.classifiers.functions.SGD)
Version:
$Revision: 9248 $
Author:
Eibe Frank (eibe@cs.waikato.ac.nz), Len Trigg (len@reeltwo.com), Richard Kirkby (rkirkby@cs.waikato.ac.nz), Mark Hall (mhall{[at]}pentaho{[dot]}com)
See Also: