Table 3 Comparison of predict result with No-Synthetic Minority Oversampling Technique and Synthetic Minority Oversampling Technique method on dataset
Accuracy (%) | Sensitivity (%) | Specificity (%) | MCC | AUC | |
|---|---|---|---|---|---|
No-Synthetic Minority Oversampling Technique | 81.78 | 2.50 | 95.63 | -0.0335 | 0.5665 |
Synthetic Minority Oversampling Technique | 94.65 | 92.50 | 94.98 | 0.7980 | 0.8956 |