Table 5.
TimeDelay-ARACNE test on the IRMA in vivo synthetic network.
| TimeDelay-ARACNE | TSNI | Banjo | ARACNE | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PPV | Recall | F-score | PPV | Recall | F-score | PPV | Recall | F-score | PPV | Recall | F-score | |
| Switch ON network | ||||||||||||
| 5 genes network | 0.71 | 0.67 | 0.69 | 0.80 | 0.50 | 0.61 | 0.30 | 0.25 | 0.27 | 0.5 | 0.6 | 0.54 |
| simplified network | 0.80 | 0.67 | 0.73 | 1.0 | 0.67 | 0.80 | - | - | - | 0.5 | 0.5 | 0.5 |
| Switch OFF network | ||||||||||||
| 5 genes network | 0.37 | 0.60 | 0.46 | 0.60 | 0.38 | 0.46 | 0.6 | 0.38 | 0.46 | 0.25 | 0.33 | 0.28 |
| simplified network | 0.50 | 0.75 | 0.60 | 0.75 | 0.5 | 0.60 | - | - | - | 0.5 | 0.6 | 0.54 |
Accuracy of the considered algorithm on the dataset of the IRMA network.