Exp# Model SMOTE Acc WTPR WFPR WROC
1 Naïve Bayes with all attributes Before 92.2% 92.2% 1.6% 0.986
2 Naïve Bayes with all attributes 100% 93.1% 93.1% 1.3% 0.989
3 Naïve Bayes with all attributes 200% 93.1% 93.8% 1.9% 0.984
4 Naïve Bayes with all attributes 300% 89.7% 89.7% 2.8% 0.976
Table 23: Experimentation with Naïve Bayes Classifier.