Table 2 Performance of amino acid composition-based SVM models for predicting hemotoxicity of peptides using five-fold cross-validation.
From: A Web Server and Mobile App for Computing Hemolytic Potency of Peptides
Approach | Sn (%) | Sp (%) | Acc (%) | MCC |
|---|---|---|---|---|
HemoPI-1 main dataset | ||||
NT10 | 93.8 | 92.9 | 93.3 | 0.86 |
CT10 | 84.4 | 89.0 | 87.0 | 0.74 |
NTCT10 | 95.7 | 94.0 | 94.9 | 0.90 |
NT15 | 93.8 | 95.7 | 94.8 | 0.90 |
CT15 | 89.7 | 93.8 | 91.8 | 0.84 |
NTCT15 | 96.5 | 96.1 | 96.3 | 0.93 |
HemoPI-2 main dataset | ||||
NT10 | 71.6 | 71.1 | 71.4 | 0.43 |
CT10 | 67.7 | 70.1 | 68.8 | 0.38 |
NTCT10 | 77.9 | 77.0 | 77.5 | 0.55 |
NT15 | 74.9 | 73.9 | 74.5 | 0.49 |
CT15 | 74.3 | 69.9 | 72.4 | 0.44 |
NTCT15 | 77.7 | 76.2 | 77.0 | 0.54 |
