A comprehensive empirical comparison of modern supervised classification and feature selection methods for text categorization

JOURNAL OF THE ASSOCIATION FOR INFORMATION SCIENCE AND TECHNOLOGY, pp. 1964-1987, 2014.

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Abstract:

An important aspect to performing text categorization is selecting appropriate supervised classification and feature selection methods. A comprehensive benchmark is needed to inform best practices in this broad application field. Previous benchmarks have evaluated performance for a few supervised classification and feature selection metho...More

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