Annotation: The analysis of inter-factor interactions by multifactor dimension reducing was used for the improvement of the information system for the classification of ischemic heart disease patients with diabetes. This method permits to evaluate the suppressing and enhancing interaction of risk factors in order for identification of the probability of complications occurrence in this group of patients in the early postoperative period.