Techniques for Improving the Performance of Naive Bayes for Text Classification

Author:

Schneider Karl-Michael

Publisher

Springer Berlin Heidelberg

Reference26 articles.

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2. Androutsopoulos, I., Paliouras, G., Karkaletsis, V., Sakkis, G., Spyropoulos, C.D., Stamatopoulos, P.: Learning to filter spam e-mail: A comparison of a Naive Bayesian and a memory-based approach. In: Zaragoza, H., Gallinari, P., Rajman, M. (eds.) Proc. Workshop on Machine Learning and Textual Information Access, 4th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD), Lyon, France, pp. 1–13 (2000)

3. Lang, K.: NewsWeeder: Learning to filter netnews. In: Proc. 12th International Conference on Machine Learning (ICML 1995), pp. 331–339. Morgan Kaufmann, San Francisco (1995)

4. Pazzani, M., Billsus, D.: Learning and revising user profiles: The identification of interesting web sites. Machine Learning 27, 313–331 (1997)

5. Koller, D., Sahami, M.: Hierarchically classifying documents using very few words. In: 14th International Conference on Machine Learning (ICML 1997), pp. 170–178 (1997)

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