Table 1 The performance of SVM models using amino acids and dipeptides composition. The values in bold shows
From: Identification of Proteins Secreted by Malaria Parasite into Erythrocyte using SVM and PSSM profiles
Thr | Amino acids composition | Dipeptides composition | ||||||
|---|---|---|---|---|---|---|---|---|
| Â | Sn | Sp | Acc | MCC | Sn | Sp | Acc | MCC |
-1.0 | 94.84 | 27.60 | 61.35 | 0.30 | 98.81 | 0.80 | 50.00 | 0.00 |
-0.9 | 93.25 | 33.20 | 63.35 | 0.33 | 98.02 | 3.20 | 50.80 | 0.04 |
-0.8 | 92.86 | 37.60 | 65.34 | 0.37 | 96.83 | 4.00 | 50.60 | 0.02 |
-0.7 | 90.48 | 43.20 | 66.93 | 0.38 | 95.63 | 7.20 | 51.59 | 0.06 |
-0.6 | 89.29 | 48.00 | 68.73 | 0.41 | 94.44 | 12.40 | 53.59 | 0.12 |
-0.5 | 88.89 | 58.40 | 73.71 | 0.50 | 92.86 | 27.20 | 60.16 | 0.27 |
-0.4 | 87.70 | 65.60 | 76.69 | 0.55 | 88.49 | 49.60 | 69.12 | 0.41 |
-0.3 | 86.90 | 72.00 | 79.48 | 0.60 | 83.33 | 73.20 | 78.29 | 0.57 |
-0.2 | 85.71 | 78.00 | 81.87 | 0.64 | 82.14 | 84.00 | 83.07 | 0.66 |
-0.1 | 85.32 | 80.80 | 83.07 | 0.66 | 80.56 | 88.80 | 84.66 | 0.70 |
0.0 | 83.33 | 84.00 | 83.67 | 0.67 | 80.16 | 92.00 | 86.06 | 0.73 |
0.1 | 81.75 | 85.20 | 83.47 | 0.67 | 78.57 | 94.40 | 86.45 | 0.74 |
0.2 | 80.56 | 86.00 | 83.27 | 0.67 | 76.98 | 96.00 | 86.45 | 0.74 |
0.3 | 79.76 | 89.60 | 84.66 | 0.70 | 74.21 | 97.20 | 85.66 | 0.73 |
0.4 | 78.97 | 92.40 | 85.66 | 0.72 | 69.84 | 97.20 | 83.47 | 0.70 |
0.5 | 77.78 | 93.20 | 85.46 | 0.72 | 63.10 | 97.20 | 80.08 | 0.64 |
0.6 | 76.98 | 94.40 | 85.66 | 0.72 | 57.94 | 98.00 | 77.89 | 0.61 |
0.7 | 76.19 | 95.60 | 85.86 | 0.72 | 52.72 | 98.40 | 75.50 | 0.57 |
0.8 | 73.02 | 96.00 | 84.46 | 0.71 | 44.05 | 98.40 | 71.12 | 0.51 |
0.9 | 70.24 | 96.40 | 83.27 | 0.69 | 33.73 | 98.80 | 66.14 | 0.43 |
1.0 | 65.48 | 98.80 | 82.07 | 0.68 | 24.21 | 99.60 | 61.75 | 0.36 |