From: Supervised prediction of drug-induced nephrotoxicity based on interleukin-6 and -8 expression levels
 | Classifier | HPTC1 | HPTC2 | HPTC3 | Mean |
---|---|---|---|---|---|
AUC | TC | 0.94 | 0.81 | 0.82 | 0.85 |
 | SVM | 0.98 | 0.89 | 0.96 | 0.94 |
 | RF | 1.00 | 1.00 | 1.00 | 1.00 |
Balanced accuracy (%) | TC | 90.2 | 80.7 | 71.30 | 80.7 |
 | SVM | 94.3 | 82.7 | 89.3 | 88.7 |
 | RF | 98.2 | 99.8 | 100.0 | 99.3 |
Sensitivity (%) | TC | 90.9 | 77.3 | 63.6 | 77.3 |
 | SVM | 89.6 | 69.6 | 85.9 | 81.7 |
 | RF | 96.4 | 99.6 | 100.0 | 98.6 |
Specificity (%) | TC | 89.5 | 84.2 | 79.0 | 84.2 |
 | SVM | 99.0 | 95.8 | 92.6 | 95.8 |
 | RF | 100.0 | 100.0 | 100.0 | 100.0 |