SMOTE Based Protein Fold Prediction Classification

Author:

Suvarna Vani K.,Durga Bhavani S.

Publisher

Springer Berlin Heidelberg

Reference25 articles.

1. Ghanem, A.S., Venkatesh, S., West, G.: Multi-class Pattern Classification in Imbalanced Data. In: ICPR, pp. 2881–2884 (2010)

2. Day, R., Beck, D.A.C., Armen, R.S., Daggett, V.: A consensus view of fold space: Combining SCOP, CATH, and the Dali domain dictionary. Protein Science 12, 2150–2160 (2003)

3. Japkowicz, N., Stephen, S.: The class imbalance problem: A systematic study. Intelligent Data Analysis Journal 6(5), 429–450 (2002)

4. Elkan, C.: Boosting and naive bayesian learning. Technical Report CS97-557, Department of Computer Science and Engneering, University of California,Sam Diego, CA (September 1997)

5. Freund, Y., Schapire, R.E.: Experiments with a new boosting algorithm. In: Proceedings of the Thirteenth International Conference on Machine Learning, pp. 148–156. Morgan Kaufmann, The Mit Press (1996)

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