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)