Noise (%) | Algorithm | m= 10 | m= 20 | m= 30 | m= 40 | m= 50 | |||||
---|---|---|---|---|---|---|---|---|---|---|---|
TP | FP | TP | FP | TP | FP | TP | FP | TP | FP | ||
0 | MDL | 10.9 | 3.0 | 15.4 | 1.1 | 17.0 | 0.5 | 17.5 | 0.3 | 17.7 | 0.1 |
BF-I | 11.4 | 3.8 | 15.8 | 1.6 | 17.1 | 0.7 | 17.4 | 0.4 | 17.5 | 0.3 | |
BF-I-CMI | 10.4 | 3.2 | 14.8 | 1.3 | 15.9 | 0.6 | 16.2 | 0.4 | 16.3 | 0.3 | |
BF-I-MDL | 11.0 | 2.6 | 15.4 | 1.2 | 16.9 | 0.6 | 17.3 | 0.4 | 17.5 | 0.2 | |
BF-II | 11.7 | 2.8 | 16.1 | 1.5 | 17.3 | 0.7 | 17.6 | 0.6 | 17.7 | 0.3 | |
BF-II-CMI | 10.9 | 2.3 | 15.2 | 1.3 | 16.1 | 0.6 | 16.4 | 0.4 | 16.4 | 0.2 | |
BF-II-MDL | 10.8 | 1.9 | 15.3 | 0.9 | 16.9 | 0.4 | 17.5 | 0.3 | 17.6 | 0.2 | |
5 | MDL | 9.5 | 5.8 | 14.1 | 5.8 | 16.2 | 5.5 | 17.0 | 5.9 | 17.4 | 6.4 |
BF-I | 10.0 | 9.1 | 14.5 | 8.9 | 16.4 | 6.5 | 17.0 | 4.3 | 17.3 | 2.7 | |
BF-I-CMI | 9.1 | 6.7 | 13.5 | 7.1 | 15.2 | 5.2 | 15.7 | 3.8 | 15.9 | 2.5 | |
BF-I-MDL | 9.4 | 6.8 | 14.2 | 6.0 | 16.3 | 5.0 | 16.9 | 3.1 | 17.3 | 2.0 | |
BF-II | 10.4 | 7.3 | 14.9 | 8.5 | 16.6 | 6.8 | 17.3 | 4.6 | 17.5 | 3.0 | |
BF-II-CMI | 9.7 | 5.9 | 14.0 | 7.1 | 15.4 | 5.3 | 16.0 | 3.5 | 16.0 | 2.4 | |
BF-II-MDL | 9.3 | 4.9 | 14.0 | 5.3 | 16.2 | 4.7 | 17.0 | 3.4 | 17.3 | 2.2 | |
10 | MDL | 8.3 | 8.1 | 12.8 | 10.4 | 15.1 | 10.6 | 16.2 | 10.7 | 16.9 | 11.0 |
BF-I | 8.8 | 12.9 | 13.0 | 13.7 | 15.1 | 11.1 | 16.3 | 8.6 | 16.8 | 6.4 | |
BF-I-CMI | 7.9 | 9.4 | 12.1 | 11.0 | 13.9 | 9.7 | 14.9 | 7.7 | 15.3 | 4.5 | |
BF-I-MDL | 8.1 | 9.6 | 12.6 | 10.7 | 15.0 | 8.4 | 16.2 | 6.3 | 16.8 | 5.8 | |
BF-II | 9.2 | 10.9 | 13.5 | 13.1 | 15.6 | 11.4 | 16.6 | 9.2 | 17.1 | 7.0 | |
BF-II-CMI | 8.4 | 8.5 | 12.6 | 10.8 | 14.4 | 8.9 | 15.1 | 7.2 | 15.5 | 5.0 | |
BF-II-MDL | 8.1 | 7.5 | 12.6 | 9.0 | 15.1 | 8.5 | 16.3 | 6.9 | 16.9 | 5.6 |