Table 3 Sensitivity, Specificity, and G-mean for each of the datasets
Sensitivity | Specificity | G-mean | ||||
|---|---|---|---|---|---|---|
Datasets | SMOTE | LVQ-SMOTE | SMOTE | LVQ-SMOTE | SMOTE | LVQ-SMOTE |
Breast-w | 76.40% | 74.16% | 64.21% | 67.89% | 70.31% | 71.03% |
Blood | 95.44% | 95.00% | 97.38% | 99.04% | 96.41% | 97.02% |
Colon-cancer | 80.00% | 85.00% | 63.64% | 72.73% | 71.82% | 78.86% |
Ionosphere | 80.16% | 86.51% | 91.56% | 92.44% | 85.86% | 89.48% |
Leukemia | 95.65% | 100.0% | 95.92% | 100.0% | 95.79% | 100.0% |
Pima | 72.76% | 71.27% | 77.60% | 80.20% | 75.18% | 75.73% |
Satimage | 78.75% | 75.76% | 68.53% | 75.67% | 73.64% | 75.71% |
Yeast | 74.51% | 71.72% | 86.81% | 90.81% | 80.66% | 81.27% |