Table 3 PseAAC Feature extraction framework on the ACP240 and ACP740.
From: Extended dipeptide composition framework for accurate identification of anticancer peptides
Classifier | dataset | Accuracy | Sensitivity | Specificity | Precision | F1-Score |
---|---|---|---|---|---|---|
SVM | ACP240 | 0.80 | 0.80 | 0.81 | 0.80 | 0.81 |
ACP740 | 0. 91 | 0.90 | 0.91 | 0.91 | 0. 90 | |
DT | ACP240 | 0.77 | 0.76 | 0.78 | 0.77 | 0.76 |
ACP740 | 0.74 | 0.73 | 0.74 | 0.74 | 0.73 | |
RF | ACP240 | 0.84 | 0.85 | 0.84 | 0.84 | 0.84 |
ACP740 | 0.82 | 0.83 | 0.82 | 0.82 | 0.83 | |
KNN | ACP240 | 0.73 | 0.72 | 0.74 | 0.73 | 0.73 |
ACP740 | 0.72 | 0.71 | 0.74 | 0.73 | 0.72 |