Table 16.

Performance metric of ablation study of seizure type ABSZ, MYSZ, TNSZ, SPSZ

			RF				SVM				MLP
			ACC	AUC	TPR	TNR	ACC	AUC	TPR	TNR	ACC	AUC	TPR	TNR
ABSZ	01_tcp_ar	Set_zoned_selected_bands	0	0	0	0	0	0	0	0	0	0	0	0
		Set_zoned_background_bands	0.997	0.996	0.816	0.999	0.998	0.998	0.883	1	0.998	0.973	0.883	0.999
		Set_zoned_whole_frequency	0.997	0.999	0.833	0.999	0.998	0.999	0.883	0.999	0.998	0.998	0.933	0.998
	02_tcp_le	Set_zoned_selected_bands	0	0	0	0	0	0	0	0	0	0	0	0
		Set_zoned_background_bands	0.991	0.993	0.873	0.996	0.99	0.978	0.846	0.995	0.98	0.929	0.834	0.985
		Set_zoned_whole_frequency	0.991	0.993	0.862	0.996	0.991	0.982	0.851	0.997	0.985	0.903	0.66	0.997
MYSZ	01_tcp_ar	Set_zoned_selected_bands	0	0	0	0	0	0	0	0	0	0	0	0
		Set_zoned_background_bands	0.993	0.998	0.55	1	0.994	0.998	0.916	0.995	0.994	0.997	0.85	0.997
		Set_zoned_whole_frequency	0.995	0.999	0.666	1	0.997	1	0.966	0.998	0.994	0.997	0.766	0.997
	02_tcp_le	Set_zoned_selected_bands	0	0	0	0	0	0	0	0	0	0	0	0
		Set_zoned_background_bands	0.997	0.945	1	0.766	0.996	0.995	0.999	0.766	0.985	0.712	0.993	0.4
		Set_zoned_whole_frequency	0.997	0.999	1	0.766	0.998	0.999	1	0.866	0.997	0.883	1	0.766
TNSZ	01_tcp_ar	Set_zoned_selected_bands	0	0	0	0	0	0	0	0	0	0	0	0
		Set_zoned_background_bands	0.983	0.966	0.694	0.996	0.983	0.92	0.724	0.994	0.95	0.54	0.123	0.982
		Set_zoned_whole_frequency	0.949	0.926	0.364	0.997	0.948	0.908	0.389	0.994	0.909	0.808	0.401	0.95
SPSZ	01_tcp_ar	Set_zoned_selected_bands	0	0	0	0	0	0	0	0	0	0	0	0
		Set_zoned_background_bands	0	0	0	0	0	0	0	0	0	0	0	0
		Set_zoned_whole_frequency	0.945	0.985	0.767	0.99	0.926	0.963	0.765	0.967	0.911	0.943	0.751	0.955