CRP and metabolic syndrome: In terms of relative importance of variables to instruct the algorithms for periodontitis prediction, the most significant contribution to learning came from age, CRP, and sex, followed by smoking, while the MetS components did not substantially contribute to prediction (Fig. 4C).