Table 14.

Performance metric of selected bands 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	Selected_bands	0.995	0.994	0.593	1	0.998	0.999	0.883	0.999	0.996	0.973	0.843	0.998
		Background_bands	0.998	0.999	0.883	1	0.999	0.999	0.933	1	0.998	0.974	0.909	0.999
		Whole_frequency	0.997	0.965	0.833	0.999	0.998	0.999	0.833	1	0.996	0.998	0.843	0.998
	02_tcp_le	Selected_bands	0.994	0.997	0.92	0.996	0.994	0.996	0.923	0.996	0.988	0.958	0.895	0.992
		Background_bands	0.992	0.994	0.889	0.996	0.991	0.985	0.866	0.996	0.982	0.951	0.848	0.987
		Whole_frequency	0.993	0.995	0.898	0.997	0.993	0.988	0.896	0.997	0.99	0.959	0.832	0.996
MYSZ	01_tcp_ar	Selected_bands	0.991	0.995	0.419	1	0.992	0.992	0.593	0.998	0.991	0.97	0.673	0.996
		Background_bands	0.993	0.998	0.616	0.999	0.995	0.998	0.773	0.999	0.993	0.964	0.606	0.998
		Whole_frequency	0.993	0.998	0.733	0.997	0.997	0.999	0.893	0.999	0.995	0.999	0.736	0.998
	02_tcp_le	Selected_bands	0.997	0.925	1	0.766	0.997	0.893	0.999	0.866	0.993	0.932	0.996	0.766
		Background_bands	0.997	0.999	1	0.766	0.996	0.998	0.998	0.866	0.984	0.596	0.993	0.2
		Whole_frequency	0.997	0.999	1	0.766	0.997	1	1	0.766	0.993	0.75	1	0.5
TNSZ	01_tcp_ar	Selected_bands	0.942	0.876	0.279	0.996	0.938	0.838	0.313	0.989	0.887	0.753	0.395	0.928
		Background_bands	0.944	0.894	0.305	0.997	0.944	0.885	0.312	0.996	0.892	0.826	0.501	0.924
		Whole_frequency	0.948	0.912	0.343	0.998	0.956	0.913	0.484	0.995	0.866	0.79	0.489	0.897
SPSZ	01_tcp_ar	Selected_bands	0.912	0.948	0.618	0.988	0.878	0.898	0.579	0.955	0.865	0.878	0.651	0.92
		Background_bands	0.946	0.98	0.782	0.988	0.925	0.955	0.776	0.964	0.907	0.919	0.637	0.975
		Whole_frequency	0.956	0.987	0.823	0.991	0.928	0.964	0.747	0.975	0.904	0.956	0.819	0.928