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Desk 5 provides the comparative analysis from the proposed scheme with kNN, Naive Bayes, and C45. The results exhibit which the proposed plan performs well towards other well-regarded techniques for equally the categorical and numerical capabilities Area. Naive Bayes and C45 also end in data loss, as these techniques can not process the hybrid det