Model | Accuracy | Sensitivity | Specificity | F1 | AUC | MCC |
---|---|---|---|---|---|---|
SVM | 0.9242 ± 0.0114 | 0.9235 ± 0.0133 | 0.9249 ± 0.0129 | 0.9247 ± 0.0113 | 0.9242 ± 0.0114 | 0.8485 ± 0.0228 |
RF | 0.5975 ± 0.0127 | 0.6367 ± 0.0210 | 0.5541 ± 0.0094 | 0.6133 ± 0.0151 | 0.5954 ± 0.0127 | 0.1916 ± 0.0257 |
CNN | 0.5917 ± 0.0172 | 0.6714 ± 0.0383 | 0.5160 ± 0.0394 | 0.5559 ± 0.1888 | 0.5911 ± 0.0017 | 0.3018 ± 0.0259 |
GAT2 | 0.9518 ± 0.0121 | 0.9568 ± 0.0344 | 0.9466 ± 0.0059 | 0.9526 ± 0.0099 | 0.9517 ± 0.0123 | 0.9978 ± 0.0006 |