Comparative performance analysis of the rule-based classifiers on Dataset 3, respectively (at 4-fold CVs repeating for 10 times); where bold font denotes the highest value for each column.

* This standard deviation of specificity is coming to be zero. On investigation, we have identified a particular datapoint belonging to normal class in Dataset 3 for which the “PART” classifier as well as the other classifiers including the proposed one are producing always false positive result.
Comparative performance analysis of the rule-based classifiers on Dataset 3, respectively (at 4-fold CVs repeating for 10 times); where bold font denotes the highest value for each column.