Table 6 metrics can be summarized in the chart below, depicting the performance of the GLM model fit with interactions detected via the Rough Set Theory model vs. a classical GLM model without interaction detection. We see the proposed model had better accuracy, sensitivity, specificity and Kappa measures than the GLM model without interaction detection.