Table 5.
APC | MPC | |||||||
---|---|---|---|---|---|---|---|---|
Method | Data Set |
No. of Cluster |
Match Complex |
Recall/Prec | Match Cluster |
Match Complex |
Recall/Prec | Match Cluster |
CFA | (1) | 423 | 52 | 0.838 0.310 | 131 | 119 | 0.182 0.435 | 184 |
CMC | (1) | 296 | 51 | 0.822 0.293 | 87 | 101 | 0.155 0.361 | 107 |
MCL | (1) | 647 | 51 | 0.822 0.179 | 116 | 113 | 0.173 0.241 | 156 |
PCP | (1) | 341 | 50 | 0.806 0.290 | 99 | 103 | 0.158 0.343 | 117 |
RNSC | (1) | 301 | 52 | 0.838 0.345 | 104 | 102 | 0.156 0.425 | 128 |
CFA | (2) | 324 | 51 | 0.962 0.456 | 148 | 122 | 0.275 0.543 | 176 |
CMC | (2) | 299 | 50 | 0.943 0.347 | 104 | 106 | 0.239 0.401 | 120 |
MCL | (2) | 327 | 50 | 0.943 0.422 | 138 | 116 | 0.261 0.486 | 159 |
PCP | (2) | 228 | 48 | 0.905 0.403 | 92 | 108 | 0.243 0.482 | 110 |
RNSC | (2) | 295 | 50 | 0.943 0.362 | 107 | 104 | 0.234 0.410 | 121 |
CFA | (3) | 235 | 49 | 0.907 0.497 | 117 | 119 | 0.271 0.595 | 140 |
CMC | (3) | 213 | 31 | 0.574 0.347 | 74 | 70 | 0.159 0.417 | 89 |
MCL | (3) | 373 | 47 | 0.870 0.332 | 124 | 117 | 0.266 0.479 | 179 |
PCP | (3) | 121 | 28 | 0.518 0.388 | 47 | 62 | 0.141 0.446 | 54 |
RNSC | (3) | 158 | 25 | 0.463 0.392 | 62 | 58 | 0.132 0.487 | 77 |
CFA | (4) | 330 | 45 | 0.803 0.451 | 149 | 104 | 0.195 0.533 | 176 |
CMC | (4) | 166 | 40 | 0.714 0.379 | 63 | 87 | 0.163 0.494 | 82 |
MCL | (4) | 247 | 45 | 0.803 0.368 | 91 | 98 | 0.184 0.477 | 118 |
PCP | (4) | 205 | 40 | 0.714 0.400 | 82 | 84 | 0.158 0.458 | 94 |
RNSC | (4) | 200 | 37 | 0.660 0.430 | 86 | 88 | 0.165 0.510 | 102 |
CFA | (5) | 120 | 13 | 0.433 0.166 | 20 | 62 | 0.114 0.416 | 50 |
CMC | (5) | 149 | 6 | 0.200 0.060 | 9 | 56 | 0.103 0.335 | 50 |
MCL | (5) | 96 | 12 | 0.400 0.250 | 24 | 60 | 0.110 0.500 | 48 |
PCP | (5) | 51 | 4 | 0.133 0.098 | 5 | 33 | 0.060 0.372 | 19 |
RNSC | (5) | 26 | 5 | 0.166 0.500 | 13 | 21 | 0.038 0.730 | 19 |
CFA | (6) | 45 | 3 | 0.200 0.088 | 4 | 15 | 0.126 0.226 | 12 |
CMC | (6) | 9 | 0 | 0.000 0.000 | 0 | 1 | 0.008 0.111 | 1 |
MCL | (6) | 65 | 3 | 0.200 0.076 | 5 | 15 | 0.126 0.230 | 15 |
PCP | (6) | 8 | 0 | 0.000 0.000 | 0 | 1 | 0.008 0.125 | 1 |
RNSC | (6) | 11 | 0 | 0.000 0.000 | 0 | 1 | 0.008 0.545 | 6 |
The "data sets" column refers to networks, where (1) denotes PPIBiogrid, (2) denotes PPIGavin6, (3) denotes PPIGavin2, (4) denotes PPIKrogan, (5) denotes PPIHo, and (6) denotes PPIIto. The best precision and recall value for each PPI network are highlighted in bold font.