Table 9 A performance comparison of the SVM-Freescore and other existing methods.
From: Conotoxin protein classification using free scores of words and support vector machines
Method | A | M | O | T |
|---|---|---|---|---|
| Â | SN (SP) | SN (SP) | SN (SP) | SN (SP) |
SVM-Freescore | 0.960 (1.000) | 0.984 (1.000) | 0.984 (1.000) | 1.000 (0.987) |
IDQD | 0.960 (0.923) | 0.923 (1.000) | 0.820 (0.893) | 0.940 (0.940) |
Multi-class SVMs | 0.840 (0.955) | 0.920 (0.800) | 0.870 (0.869) | 0.940 (0.940) |
One-versus-rest SVMs | 0.840 (0.955) | 0.846 (1.000) | 0.820 (0.962) | 0.765 (0.929) |
Least Hamming distance | 0.800 (0.667) | 0.539 (0.539) | 0.771 (0.723) | 0.824 (0.824) |
ISort | 0.760 (0.792) | 0.692 (0.600) | 0.705 (0.683) | 0.882 (0.790) |