Exp Schemes SMOTE Accuracy WTPR WFPR WROC 1 J48-U-M2 300% 74.12% 74.10% 52.20% 0.688 2 PART-M2-C0.05-Q1 300% 76.81% 76.80% 61% 0.742 3 NaiveBayes-O No 74.32% 73.30% 44.80% 0.753 4 Logistic-R1.0E-8-M-1 No 79.42% 79.40% 68.40% 0.762

Table 34: Measures of performance of models from best schemes of the different algorithms based on area under the WROC curve.