Table 2 Rank of the first detected true positive residue pair in each dimer of four methods. This table shows the rank of first true positive interacting residue pair of each dimer in four methods[a]. The percentage of interaction pairs[b]; The Euclidean distance between interacting residue pairs and non- interacting residue pairs[c]; Complex category labels: antibody-antigen (A); enzyme-inhibitor (EI); enzyme-substrate (ES); enzyme complex with a regulatory or accessory chain (ER); others, G-protein containing (OG); others, receptor containing (OR); others, miscellaneous (OX)23.
From: Different protein-protein interface patterns predicted by different machine learning methods
Dimer BV4.0 | NSRP | NIRP | SVM | RF | Logistics | Interaction logistic | P[a] | Distance[b] | category labels[c] | category number |
|---|---|---|---|---|---|---|---|---|---|---|
1CLV | 12928 | 91 | 11 | 7 | 4 | 12 | 0.0070 | 1.52 | EI | 1 |
1FFW | 7316 | 41 | 9 | 4 | 10 | 2 | 0.0056 | 2.04 | OX | 8 |
1GL1 | 7548 | 71 | 10 | 4 | 16 | 1 | 0.0094 | 1.25 | EI | 1 |
1H9D | 14796 | 99 | 66 | 24 | 149 | 75 | 0.0067 | 1.23 | OX | 8 |
1MQ8 | 25725 | 59 | 55 | 787 | 230 | 242 | 0.0023 | 1.52 | OX | 8 |
1OC0 | 12456 | 46 | 194 | 16 | 18 | 10 | 0.0037 | 1.70 | ER | 3 |
1OYV | 25536 | 105 | 31 | 5 | 27 | 13 | 0.0041 | 1.34 | EI | 1 |
1R6Q | 10611 | 62 | 16 | 329 | 104 | 5 | 0.0058 | 1.42 | ER | 3 |
1SYX | 7080 | 46 | 108 | 120 | 222 | 103 | 0.0065 | 2.29 | OX | 8 |
1US7 | 22184 | 44 | 96 | 488 | 74 | 247 | 0.0020 | 2.09 | ER | 3 |
1ZM4 | 144948 | 65 | 157 | 1147 | 2 | 122 | 0.00045 | 2.76 | ES | 2 |
2A5T | 65260 | 73 | 62 | 1107 | 60 | 155 | 0.0011 | 1.79 | OX | 8 |
2ABZ | 16226 | 69 | 110 | 5 | 5 | 9 | 0.0043 | 1.30 | EI | 1 |
2G77 | 44688 | 94 | 283 | 19 | 33 | 151 | 0.0021 | 1.33 | OG | 6 |
2I9B | 30360 | 107 | 140 | 56 | 24 | 12 | 0.0035 | 1.81 | OR | 7 |
2J0T | 18600 | 71 | 2 | 55 | 59 | 198 | 0.0038 | 1.69 | EI | 1 |
2O3B | 26875 | 69 | 16 | 135 | 29 | 7 | 0.0026 | 1.87 | EI | 1 |
2OUL | 22568 | 93 | 94 | 18 | 10 | 1 | 0.0041 | 1.58 | EI | 1 |
2VDB | 30672 | 75 | 145 | 260 | 380 | 183 | 0.0024 | 1.03 | OX | 8 |
4CPA | 10526 | 56 | 22 | 43 | 48 | 14 | 0.0053 | 1.83 | EI | 1 |
DimerBV5.0 | NSRP | NIRP | SVM | RF | Logistics | Interaction logistic | P | Distance | category labels | category number |
2GAF | 117448 | 129 | 662 | 52 | 8 | 525 | 0.0011 | 2.20 | ER | 3 |
2GTP | 35910 | 59 | 42 | 125 | 15 | 6 | 0.0016 | 1.48 | OG | 6 |
2YVJ | 36531 | 61 | 3 | 25 | 5 | 19 | 0.0017 | 1.90 | ER | 3 |
3A4S | 11476 | 38 | 35 | 11 | 1 | 27 | 0.0033 | 2.72 | EI | 1 |
3AAD | 37548 | 59 | 266 | 60 | 86 | 168 | 0.0016 | 2.14 | OX | 8 |
BAAD | 37548 | 58 | 35 | 269 | 136 | 293 | 0.0015 | 1.45 | OX | 8 |
3FN1 | 16490 | 79 | 62 | 17 | 163 | 280 | 0.0048 | 1.24 | ER | 3 |
3K75 | 32109 | 54 | 189 | 2 | 72 | 300 | 0.0017 | 1.90 | ER | 3 |
3S9D | 31408 | 69 | 69 | 441 | 127 | 42 | 0.0022 | 1.01 | OR | 7 |
3VLB | 78764 | 96 | 18 | 604 | 19 | 11 | 0.0012 | 2.37 | EI | 1 |
4H03 | 138852 | 59 | 10 | 198 | 787 | 578 | 0.00043 | 2.62 | ES | 2 |
4IZ7 | 28014 | 44 | 622 | 213 | 297 | 1041 | 0.0016 | 1.74 | EI | 1 |
4M76 | 39772 | 43 | 74 | 153 | 434 | 303 | 0.0011 | 2.02 | OR | 7 |