Architecture | Bal. accuracy | Sensitivity | Loss | AUC | F1-score | MCC |
---|---|---|---|---|---|---|
Tuned-MLP-Out | 0.9880 | 0.9855 | 0.0405 | 0.9979 | 0.9510 | 0.9462 |
Voting | 0.9768 | 0.9710 | 0.2093 | 0.9920 | 0.8965 | 0.9033 |
CNN 1D (F) | 0.9687 | 0.9710 | 0.0688 | 0.9904 | 0.8979 | 0.8813 |
CNN 2D (R-M-F) | 0.9679 | 0.9565 | 0.0770 | 0.9912 | 0.8918 | 0.8817 |
Random Forest (F) | 0.9510 | 0.8985 | 0.6405 | 0.9837 | 0.6065 | 0.8962 |
SVM (F) | 0.9421 | 0.8985 | 0.7883 | 0.9868 | 0.8857 | 0.8731 |