Dataset | Method | Acc (%) | Sen (%) | Sp(%) | MCC |
Human | Our method | 86.33 | 89.77 | 82.93 | 0.73 |
iNuc-PseKNC [ 13 ] | 86.27 | 87.86 | 84.70 | 0.73 | |
iNuc-PseSTNC [ 14 ] | 87.60 | 89.31 | 85.91 | 0.75 | |
3LS [ 15 ] | 90.01 | 91.69 | 88.35 | 0.80 | |
TNS [ 15 ] | 81.67 | - | - | - | |
Worm | Our method | 89.35 | 92.45 | 86.30 | 0.79 |
iNuc-PseKNC [ 13 ] | 86.90 | 90.30 | 83.55 | 0.74 | |
iNuc-PseSTNC [ 14 ] | 88.62 | 91.62 | 86.66 | 0.77 | |
3LS [ 15 ] | 87.86 | 86.54 | 89.21 | 0.76 | |
TNS [ 15 ] | 83.94 | - | - | - | |
Fly | Our method | 81.75 | 79.14 | 84.40 | 0.64 |
iNuc-PseKNC [ 13 ] | 79.97 | 78.31 | 81.65 | 0.60 | |
iNuc-PseSTNC [ 14 ] | 81.67 | 79.76 | 83.61 | 0.63 | |
3LS [ 15 ] | 83.41 | 84.07 | 82.74 | 0.67 | |
TNS [ 15 ] | 70.82 | - | - | - | |
Yeast | Our method | 100 | 100 | 100 | 1.00 |
TNS [ 15 ] | 100 | - | - | - | |
Chen et al. [ 18 ] | 98.10 | 98.20 | 98.00 | 0.96 | |
Yi et al. [ 19 ] | 99.06 | - | - | - |