Classification by Partil Data of Multiple Reducts-kNN with Confidence

Abstract

Most classification studies are done by using all the objective data. It is expected to classify objects by using some subsets data effectively. A rough set based reduct is a minimal subset of features, which has almost the same discernible power as the entire features. Here, we propose multiple reducts which are followed by the k-nearest neighbor with… (More)
DOI: 10.1109/ICTAI.2010.22

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