Appendix D
Table S12. Results of the wavelet-Type-I-Fuzzy classifier for post-HI spike transient identification in experimental data (entire 6 hours)
Tested on Sheep No. | No. of patterns in the Test-set | TP hits | FP hits | FN hits | Sensitivity [%] | Selectivity [%] | Overall Performance [%] |
1 | 443 | 441 | 3 | 2 | 99.55 | 99.32 | 99.44 |
2 | 259 | 258 | 4 | 1 | 99.61 | 98.47 | 99.04 |
3 | 279 | 275 | 8 | 4 | 98.57 | 97.17 | 97.87 |
4 | 1638 | 1621 | 9 | 17 | 98.96 | 99.45 | 99.21 |
5 | 922 | 916 | 6 | 6 | 99.35 | 99.35 | 99.35 |
6 | 544 | 536 | 5 | 8 | 98.53 | 99.08 | 98.80 |
7 | 925 | 921 | 4 | 4 | 99.57 | 99.57 | 99.57 |
Overall performance of the WT-Type-I-Fuzzy in the entire 6 hours | 99.04±0.53 |
Table S13. Results of the FFT-Type-I-Fuzzy classifier for post-HI spike transient identification in experimental data (entire 6 hours)