Table 1 Evaluations of different clustering algorithms on the test graph X 0,0
From: A binary matrix factorization algorithm for protein complex prediction
algorithm | Sn | PPV | Acc | Sep | #C |
|---|---|---|---|---|---|
true | 1.0000 | 0.7219 | 0.8497 | 0.7826 | 216 |
BMF(opt) | 0.9844 | 0.8459 | 0.9125 | 0.8652 | 179 |
BMF(avg) | 0.9764 | 0.7805 | 0.8730 | 0.7861 | 147 |
MCL(1.8) | 0.9920 | 0.7689 | 0.8734 | 0.8474 | 157 |
MCL(opt) | 0.9818 | 0.7936 | 0.8827 | 0.8560 | 164 |
SC(10%,1%) | 0.6788 | 0.2661 | 0.4250 | 0.0238 | 622 |