Optimizing text classification through efficient feature selection based on quality metric

Author:

Lamirel Jean-Charles,Cuxac Pascal,Chivukula Aneesh Sreevallabh,Hajlaoui Kafil

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Computer Networks and Communications,Hardware and Architecture,Information Systems,Software

Reference37 articles.

1. Aha, D., & Kibler, D. (1991). Instance-based learning algorithms. Machine Learning, 6, 37–66.

2. Attik, M., Lamirel, J.-C., Al Shehabi, S. (2006). Clustering analysis for data with multiple labels. In Proceedings of the IASTED International conference on databases and applications (DBA). Innsbruck.

3. Bache, K., & Lichman, M. (2013). UCI Machine Learning Repository. Irvine, CA: University of California, School of Information and Computer Science. http://archive.ics.uci.edu/ml .

4. Breiman, L. (2001). Random forests. Machine Learning, 45(1), 5–32.

5. Bolón-Canedo, V., Sánchez-Maroño, N., Alonso-Betanzos, A. (2012). A review of feature selection methods on synthetic data. Knowledge and Information Systems, 1–37.

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