Research Article
Inference of Gene Regulatory Networks Using Bayesian Nonparametric Regression and Topology Information
Table 5
The prediction performances on Hela network.
| Method | TP | FP | TN | FN | PR | RR | |
| BL | 2 | 9 | 54 | 7 | 0.1818 | 0.2222 | 0.2000 | BGL | 5 | 18 | 45 | 4 | 0.2174 | 0.5556 | 0.3125 | BGL_prior | 5 | 14 | 49 | 4 | 0.2632 | 0.5556 | 0.3571 | Morrissey’s method | 3 | 15 | 48 | 6 | 0.1667 | 0.6667 | 0.2222 | TALasso | 3 | 7 | 56 | 6 | 0.3 | 0.3333 | 0.3158 | grpLasso | 4 | 13 | 50 | 5 | 0.2353 | 0.4444 | 0.3076 | CNET | 4 | 7 | 56 | 5 | 0.3636 | 0.4444 | 0.4000 |
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