Table 3.
Model | SVM kernel | AUC | Training time until convergence (hh.mm.ss) |
Reduced MM1 SVM (Best in terms of accuracy) | GRBF | 0.9790232 | 00:20:04 |
Reduced MM1 SVM | Polynomial | 0.9764903 | 00:09:30 |
MM1 SVM | Polynomial | 0.9761952 | 00:10:02 |
IC Shapiro SVM (Best In terms of Time) | Polynomial | 0.9665982 | 00:02:59 |