A novel approach for discretizing continuous attributes based on tree ensemble and moment matching optimization

Author:

Maissae HaddouchiORCID,Abdelaziz Berrado

Publisher

Springer Science and Business Media LLC

Subject

Applied Mathematics,Computational Theory and Mathematics,Computer Science Applications,Modeling and Simulation,Information Systems

Reference119 articles.

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2. Liu, H., Hussain, F., Tan, C.L., Dash, M.: Discretization: an enabling technique. Data Min. Knowl. Discov. 6, 393–423 (2002)

3. Lustgarten, J.L., Gopalakrishnan, V., Grover, H., Visweswaran, S.: Improving classification performance with discretization on biomedical datasets. AMIA Annu. Symp. Proc. 2008, 445–449 (2008)

4. Yang, Y., Webb, G.I., Wu, X.: Discretization methods. In: Maimon, O., Rokach, L. (eds.) Data Mining and Knowledge Discovery Handbook, pp. 101–116. Springer, Boston (2010)

5. Vorobeva, A.A.: Influence of features discretization on accuracy of random forest classifier for web user identification. IEEE, St-Petersburg, Russia, 498–504 (2017)

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