Error Estimation on Hybrid Naïve Bayes Classifiers

  title={Error Estimation on Hybrid Na{\"i}ve Bayes Classifiers},
  author={Yilan Chen and Huanbao Wang},
In order to apply naive Bayes classifiers in more complex real-world situations, we design a newly hybrid classifier that is an ensemble of classifiers. The ensemble classifier is constructed by incorporating hard and fuzzy classification techniques such as fuzzy c-means clustering and naive Bayes classification. The fuzzy c-means clustering works the preprocessing step, which generates a fuzzy partition based on a given propositional function to augment the above ensemble classifier. This… CONTINUE READING