Exp Schemes SMOTE Accuracy WTPR WFPR WROC 1 J48-U-M2 100% 75.14% 75.1% 57% 0.668 2 J48-U-M2 200% 74.13% 74.1% 54.7% 0.68 3 J48-U-M2 300% 74.12% 74.1% 52.2% 0.688 4 J48-U-M2 400% 73.96% 74.09% 50.1% 0.699 5 J48-U-M2 500% 73.66% 73.7% 46.6% 0.714

Table 25: Experimentation with J48-U-M2 after successive SMOTEs.