From: A mixture of feature experts approach for protein-protein interaction prediction
Method | AUC mean | AUC std | R50 mean | R50 std | R100 mean | R100 std |
---|---|---|---|---|---|---|
LR | 0.9419 | 0.020 | 0.1148 | 0.031 | 0.1684 | 0.031 |
NB | 0.9389 | 0.003 | 0.0964 | 0.031 | 0.1356 | 0.035 |
RF | 0.9427 | 0.009 | 0.0740 | 0.025 | 0.1263 | 0.030 |
SVM | 0.7645 | 0.091 | 0.0455 | 0.028 | 0.0589 | 0.040 |
MFE | 0.9608 | 0.007 | 0.1341 | 0.023 | 0.1759 | 0.027 |
MFE-FM | 0.9384 | 0.018 | 0.1297 | 0.023 | 0.1713 | 0.025 |