Package weka.classifiers

Interface UpdateableClassifier

All Known Implementing Classes:
HoeffdingTree, IBk, KStar, LWL, MultiClassClassifierUpdateable, NaiveBayesMultinomialText, NaiveBayesMultinomialUpdateable, NaiveBayesUpdateable, SGD, SGDText
public interface UpdateableClassifier
Interface to incremental classification models that can learn using one instance at a time.
Version:
$Revision: 8034 $
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