Table 4. Performance comparison with AMP prediction models on the low similarity dataset of 510 AMP cores.
Model | Sensitivity | Specificity | Accuracy | MCC |
---|---|---|---|---|
CAMP.SVM | 54.9 | 60.1 | 56.8 | 0.15 |
CAMP.RF | 47.4 | 49.0 | 48.2 | -0.04 |
CAMP.ANN | 60.5 | 78.9 | 65.7 | 0.35 |
CAMP.DA | 70.1 | 67.0 | 68.4 | 0.37 |
AMPcore | 82.3 | 84.0 | 83.2 | 0.66 |