Exp# Model SMOTE Acc WTPR WFPR WROC
1 J48 pruned tree with all attributes Before 92.6% 92.6% 1.5% 0.984
2 J48 pruned tree with all attributes 100% 93.3% 93.3% 1.3% 0.985
3 J48 pruned tree with all attributes 200% 94.2% 94.2% 1.8% 0.981
4 J48 pruned tree with all attributes 300% 92.2% 92.2% 2.6% 0.973
Table 22: Experimentation with J48 Decision Tree.