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Summing up of the rules generation. The 182 patients' dataset was utilized to generate the initial classifier (7 rules). Following the stabilization procedure, we identified and removed the instances causing instability in the dataset to obtain a Final classifier (4 rules). The validity of the rules was analyzed by cross validation and by testing on an independent 51 patients' dataset.
