Table 7 Comparison with the literature
Methods | ACC (%) | SP (%) | SN (%) | MCC | AUC | Type of dataset |
|---|---|---|---|---|---|---|
Pafig | 81 | 80 | 82 | 0.63 | – | balanced |
PredAmyl-MLP | 91.59 | 95.00 | 83.6 | 0.798 | – | Unbalanced |
ReRF-Pred | 80.10 | 83.1 | 73.4 | 0.552 | – | Unbalanced |
RFAmyloid | 89.19 | 92.7 | 78.10 | 0.739 | – | Unbalanced |
AmyloGram | – | 79 | 86.5 | 0.63 | 0.90 | Unbalanced |
Budapest Amyloid Predictor | 73–86 | – | – | – | 0.89 | Unbalanced |
ENTAIL (test set) | 81.80 | 63.63 | 100 | 0.683 | 0.83 | Balanced |