Table 3.
Protein | Real sites | Fraction buried | Predictions | Accuracy (%) | ||||||
---|---|---|---|---|---|---|---|---|---|---|
MLR | NN | SVM | Una | MLR | NN | SVM | Una | |||
λ Repressor | 22 | 0.50 | 16 | 8 | 12 | 6 | 44 | 50 | 50 | 50 |
HIV-1 | 42 | 0.74 | 22 | 7 | 12 | 6 | 50 | 14 | 25 | 0 |
Snase | 32 | 0.78 | 23 | 28 | 35 | 17 | 78 | 57 | 57 | 77 |
T4 lyso. | 60 | 0.77 | 31 | 28 | 31 | 16 | 84 | 82 | 84 | 94 |
Gene V | 15 | 0.47 | 10 | 5 | 5 | 4 | 70 | 100 | 100 | 100 |
LacI | 145 | 0.75 | 89 | 101 | 125 | 81 | 83 | 81 | 50 | 85 |
Total | 316 | 0.72 | 191 | 177 | 220 | 130 | 75 | 74 | 73 | 80 |
Una, unanimity metamethod. Results of MLR, NN and SVM were obtained from predictions with confidence threshold of 0.5.