Reliability and Effectiveness of Cross-Validation in Feature Selection

Author:

Aldehim Ghadah,Wang Wenjia

Publisher

Springer International Publishing

Reference12 articles.

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3. He, Z., Yu, W.: Stable Feature Selection for Biomarker Discovery. (2010). doi: 10.1016/j.compbiolchem.2010.07.002

4. Lecocke, M., Hess, K.: An empirical study of univariate and genetic algorithm-based feature selection in binary classification with microarray data. Cancer Inform. 2(3), 313–327 (2006)

5. Liu, H., Yu, L.: Toward integrating feature selection algorithms for classification and clustering. Knowl. Data Eng. IEEE Trans. 17(4), 491–502 (2005)

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1. Determining appropriate approaches for using data in feature selection;International Journal of Machine Learning and Cybernetics;2015-12-22

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