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Desk 5 provides the comparative analysis from the proposed plan with kNN, Naive Bayes, and C45. The final results show that the proposed scheme performs effectively in opposition to other perfectly-acknowledged tactics for both the categorical and numerical options House. Naive Bayes and C45 also bring about details reduction, as these approaches