Algorithm | Noise = 0 | Noise = 5% | Noise = 10% | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
TP | FP |
| μssd | TP | FP |
| μssd | TP | FP |
| μssd | |
MDL | 14 | 2 | 0.65 | 1.31 | 11.5 | 9 | 0.93 | 1.42 | 8.9 | 12.5 | 1.11 | 1.45 |
BF-I | 15 | 5 | 0.71 | 1.25 | 12.2 | 11.9 | 0.99 | 1.44 | 9.8 | 18.4 | 1.25 | 1.49 |
BF-I-CMI | 11 | 1 | 0.71 | 1.43 | 10.4 | 9 | 0.96 | 1.47 | 8.3 | 14 | 1.17 | 1.51 |
BF-I-MDL | 14 | 2 | 0.65 | 1.17 | 10.8 | 8.5 | 0.93 | 1.43 | 8.6 | 13.1 | 1.13 | 1.48 |
BF-II | 15 | 3 | 0.65 | 1.41 | 12.4 | 10.4 | 0.94 | 1.45 | 10.6 | 16.5 | 1.17 | 1.48 |
BF-II-CMI | 12 | 2 | 0.71 | 1.46 | 11 | 8.7 | 0.93 | 1.47 | 8.3 | 12.4 | 1.12 | 1.50 |
BF-II-MDL | 13 | 1 | 0.65 | 1.36 | 11.1 | 7.7 | 0.9 | 1.42 | 9.2 | 11.9 | 1.08 | 1.44 |