From: LogicNet: probabilistic continuous logics in reconstructing gene regulatory networks
 | Sample size | GRN | TPR | FPR | PPV | ACC | MCC | F-measure |
---|---|---|---|---|---|---|---|---|
PC-LogicNet | 10 | Undirected | 0.48 | 0.05 | 0.82 | 0.79 | 0.51 | 0.61 |
Directed | 0.42 | 0.08 | 0.51 | 0.84 | 0.37 | 0.46 | ||
Directed Logical | 0.42 | – | 0.52 | – | – | 0.46 | ||
50 | Undirected | 0.50 | 0.05 | 0.84 | 0.80 | 0.53 | 0.63 | |
Directed | 0.44 | 0.08 | 0.53 | 0.84 | 0.39 | 0.48 | ||
Directed Logical | 0.43 | – | 0.53 | – | – | 0.47 | ||
Fuzzy-LogicNet | 10 | Undirected | 0.43 | 0.05 | 0.81 | 0.77 | 0.46 | 0.56 |
Directed | 0.36 | 0.05 | 0.57 | 0.85 | 0.37 | 0.44 | ||
Directed Logical | 0.09 | – | 0.13 | – | – | 0.10 | ||
50 | Undirected | 0.50 | 0.10 | 0.72 | 0.77 | 0.45 | 0.59 | |
Directed | 0.43 | 0.07 | 0.55 | 0.85 | 0.40 | 0.48 | ||
Directed Logical | 0.08 | – | 0.10 | – | – | 0.09 |