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[ACM Press the 48th Annual Southeast Regional Conference - Oxford, Mississippi (2010.04.15-2010.04.17)] Proceedings of the 48th Annual Southeast Regional Conference on - ACM SE '10 - A class-specific ensemble feature selection approach for classification problems

โœ Scribed by Soares, Caio; Williams, Philicity; Gilbert, Juan E.; Dozier, Gerry


Book ID
124058746
Publisher
ACM Press
Year
2010
Weight
304 KB
Category
Article
ISBN
1450300642

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[ACM Press the 48th Annual Southeast Reg
โœ Soares, Caio; Williams, Philicity; Gilbert, Juan E.; Dozier, Gerry ๐Ÿ“‚ Article ๐Ÿ“… 2010 ๐Ÿ› ACM Press ๐ŸŒ English โš– 304 KB

Due to substantial increases in data acquisition and storage, data pre-processing techniques such as feature selection have become increasingly popular in classification tasks. This research proposes a new feature selection algorithm, Class-specific Ensemble Feature Selection (CEFS), which finds cla