Bayesian Multinomial Naïve Bayes Classifier to Text Classification

Author:

Xu Shuo,Li Yan,Wang Zheng

Publisher

Springer Singapore

Reference10 articles.

1. Aggarwal, C.C., Zhai, C.: A survey of text classification algorithms. In: Mining Text Data, pp. 163–222. Springer (2012)

2. McCallum, A., Nigam, K.: A comparison of event models for naive Bayes text classification. In: ICML/AAAI-98 Workshop on Learning for Text categorization, AAAI, pp. 41–48 (1998)

3. Rish, I.: An empirical study of the naïve Bayes classifier. In: IJCAI Workshop on Emprical Methods in AI (2001)

4. Bird, S., Klein, E., Loper, E. (eds.): Natural Language Processing with Python. O’Reilly, Springfield (2009)

5. Rennie, J.D.M., Shih, L., Teevan, J., Karger, D.R.: Tackling the poor assumptions of naive bayes text classifiers. In: Proceedings of the 20th International Conference on Machine Learning (2003)

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