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Table five presents the comparative analysis from the proposed scheme with kNN, Naive Bayes, and C45. The outcomes display that the proposed scheme performs effectively from other properly-identified techniques for both the categorical and numerical attributes space. Naive Bayes and C45 also lead to details reduction, as these approaches cannot co