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

Methods

Modifier and Type	Method and Description
void	updateClassifier(Instance instance) Updates a classifier using the given instance.

Method Detail

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