Table 2.
Performance of various SVM modules of HbL proteins domains classifications (flavoglobin, flavoglobin-cyto-FAD, flavoglobin-FAD, and single and trHb domain) developed using amino acid (AC), dipeptide composition (DC), PSSM, and MM profile, respectively.
| HbL protein domain | Methods | ACC (%) | SN (%) | SP (%) | MCC | Parameters | |
|---|---|---|---|---|---|---|---|
| γ | C | ||||||
| Flavoglobin (FAD-insignificant) | AC | 91.88 | 65.62 | 92.69 | 0.74 | 50 | 200 |
| DC | 78.09 | 56.25 | 78.75 | 0.52 | 2 | 250 | |
| PSSM | 84.05 | 78.13 | 84.23 | 0.77 | 2 | 400 | |
| MM | 93.28 | 100.00 | 93.08 | 0.96 | 25 | 450 | |
| Hybrid | 82.00 | 62.50 | 82.59 | 0.62 | 1 | 450 | |
|
| |||||||
| Flavoglobin-cyto-FAD/NAD | AC | 89.65 | 99.51 | 75.89 | 0.86 | 10 | 200 |
| DC | 87.78 | 98.55 | 72.77 | 0.83 | 5 | 200 | |
| PSSM | 91.04 | 100 | 78.57 | 0.89 | 2 | 500 | |
| MM | 89.17 | 96.96 | 78.34 | 0.84 | 25 | 400 | |
| Hybrid | 89.00 | 98.56 | 75.67 | 0.85 | 3 | 350 | |
|
| |||||||
| Flavoglobin-FAD | AC | 83.68 | 50.00 | 84.71 | 0.53 | 10 | 275 |
| DC | 77.05 | 59.37 | 77.60 | 0.54 | 1 | 275 | |
| PSSM | 82.74 | 18.75 | 84.71 | 0.09 | 1 | 500 | |
| MM | 89.74 | 50.00 | 90.96 | 0.60 | 15 | 500 | |
| Hybrid | 76.77 | 43.75 | 77.78 | 0.37 | 1 | 200 | |
|
| |||||||
| Single bac domain (globin-like) | AC | 94.96 | 100 | 94.56 | 0.97 | 15 | 9 |
| DC | 83.23 | 100 | 82.15 | 0.91 | 0.2 | 250 | |
| PSSM | 95.05 | 100 | 94.66 | 0.97 | 5 | 7 | |
| MM | 94.87 | 100 | 94.46 | 0.97 | 1 | 150 | |
| Hybrid | 91.51 | 100 | 90.83 | 0.95 | 0.1 | 350 | |
|
| |||||||
| Truncated BacHb domain (globin_trunc_bac-like) | AC | 85.26 | 98.89 | 80.62 | 0.89 | 5 | 350 |
| DC | 78.17 | 98.89 | 71.13 | 0.83 | 1 | 275 | |
| PSSM | 87.97 | 100 | 83.88 | 0.92 | 1 | 400 | |
| MM | 85.07 | 99.26 | 80.25 | 0.89 | 4 | 500 | |
| Hybrid | 80.03 | 100 | 73.25 | 0.85 | 1 | 150 | |