Rough sets method for SVM data preprocessing

To improve the generalization performance and structure of SVM classifiers (SVCs), we introduce rough sets theory to the data preprocessing of SVCs. Three measures arc taken: removing duplicate samples from thc dataset, finding a reduct and then multiplying every attribute with its corresponding sig... View More