Hybridization of Rough Sets and Statistical Learning Theory

Abstract

In this paper we propose the hybridization of the rough set concepts and statistical learning theory. We introduce new estimators for rule accuracy and coverage, which base on the assumptions of the statistical learning theory. These estimators allow us to select rules describing statistically significant dependencies in data. Then we construct classifier… (More)
DOI: 10.1007/978-3-642-18302-7_3

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Cite this paper

@article{Jaworski2011HybridizationOR, title={Hybridization of Rough Sets and Statistical Learning Theory}, author={Wojciech Jaworski}, journal={Trans. Rough Sets}, year={2011}, volume={13}, pages={39-55} }