Table 13.

Performance metric of selected zones 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	Zoned_selected_bands	0.997	0.996	0.816	0.999	0.998	0.998	0.883	1	0.998	0.973	0.883	0.999
		Zoned_background_bands	0.999	1	0.933	1	0.999	0.999	0.933	1	0.999	1	0.933	1
		Zoned_whole_frequency	0.998	0.999	0.883	1	0.998	0.999	0.883	1	0.995	0.959	0.833	0.997
	02_tcp_le	Zoned_selected_bands	0.994	0.994	0.944	0.996	0.992	0.982	0.887	0.996	0.989	0.957	0.848	0.995
		Zoned_background_bands	0.992	0.995	0.883	0.996	0.991	0.99	0.868	0.996	0.986	0.961	0.894	0.989
		Zoned_whole_frequency	0.994	0.996	0.903	0.997	0.994	0.993	0.901	0.997	0.99	0.962	0.836	0.996
MYSZ	01_tcp_ar	Zoned_selected_bands	0.993	0.998	0.55	1	0.994	0.998	0.916	0.995	0.994	0.997	0.85	0.997
		Zoned_background_bands	0.995	0.997	0.6	1	0.991	0.994	0.716	0.995	0.991	0.994	0.533	0.996
		Zoned_whole_frequency	0.994	0.998	0.7	0.997	0.997	0.999	0.916	0.999	0.993	0.997	0.666	0.998
	02_tcp_le	Zoned_selected_bands	0.997	0.93	1	0.869	0.996	0.973	0.998	0.869	0.994	0.933	0.996	0.869
		Zoned_background_bands	0.997	0.957	1	0.869	0.996	0.912	0.998	0.869	0.997	0.934	1	0.869
		Zoned_whole_frequency	0.997	0.977	1	0.869	0.998	0.967	1	0.919	0.995	0.88	1	0.72
TNSZ	01_tcp_ar	Zoned_selected_bands	0.942	0.885	0.275	0.996	0.934	0.849	0.343	0.982	0.843	0.733	0.416	0.878
		Zoned_background_bands	0.945	0.901	0.305	0.997	0.944	0.891	0.303	0.997	0.899	0.794	0.402	0.939
		Zoned_whole_frequency	0.949	0.912	0.353	0.998	0.947	0.917	0.359	0.995	0.881	0.705	0.426	0.918
SPSZ	01_tcp_ar	zoned_selected_bands	0.905	0.951	0.6	0.984	0.852	0.859	0.425	0.963	0.868	0.87	0.604	0.933
		Zoned_background_bands	0.933	0.972	0.726	0.986	0.914	0.946	0.685	0.973	0.888	0.919	0.8	0.91
		Zoned_whole_frequency	0.945	0.981	0.801	0.983	0.917	0.954	0.678	0.979	0.922	0.949	0.802	0.952