UpdateableClassifier

All Known Implementing Classes:: AODE, AODEsr, DMNBtext, IB1, IBk, KStar, LWL, NaiveBayesMultinomialUpdateable, NaiveBayesUpdateable, NNge, RacedIncrementalLogitBoost, SPegasos, Winnow

public interface UpdateableClassifier

Interface to incremental classification models that can learn using one instance at a time.

Version:: $Revision: 1.5 $
Author:: Eibe Frank (eibe@cs.waikato.ac.nz)

Method Summary

Modifier and Type

Method

Description

void

updateClassifier(Instance instance)

Updates a classifier using the given instance.

Method Details
- updateClassifier
  
  void updateClassifier(Instance instance) throws Exception
  
  Updates a classifier using the given instance.
  
  Parameters:
  
  instance - the instance to included
  
  Throws:
  
  Exception - if instance could not be incorporated successfully