Table 5.
Outcome of the feature selection for the detection of myogenic artifacts.
Iteration number | No. ICs | No. artifacts | TP | TN | FP | FN | Accuracy |
---|---|---|---|---|---|---|---|
1 | 270 | 83 | 79 | 184 | 3 | 4 | 0.974 |
2 | 150 | 51 | 50 | 95 | 4 | 1 | 0.967 |
3 | 240 | 68 | 63 | 171 | 1 | 5 | 0.975 |
4 | 240 | 93 | 89 | 144 | 3 | 4 | 0.971 |
5 | 240 | 78 | 76 | 147 | 15 | 2 | 0.929 |
6 | 210 | 46 | 45 | 156 | 8 | 1 | 0.957 |
7 | 240 | 81 | 80 | 154 | 5 | 1 | 0.975 |
8 | 180 | 76 | 72 | 98 | 6 | 4 | 0.944 |
9 | 270 | 93 | 89 | 170 | 7 | 4 | 0.959 |
10 | 240 | 82 | 79 | 154 | 4 | 3 | 0.971 |
Mean | 228 | 75.1 | 0.962 |