Table 5.

Classification rate (CR%) to adjust the population size of different algorithms for the data set is obtained from parts 2 and 3.

Algorithm	WOA		FWOA		ChOA		PGO		CVOA		BWO
Population size	CR%	Time (s)	CR%	Time (s)	CR%	Time (s)	CR%	Time (s)	CR%	Time (s)	CR%	Time (s)
60	31.28	0.314	35.67	0.246	31.00	0.254	22.14	0.377	33.16	0.733	27.42	0.411
80	37.98	0.377	42.11	0.299	35.11	3.008	29.06	0.408	38.93	986.4	34.73	1.819
100	46.85	0.461	59.61	3.113	45.31	0.355	35.02	0.483	48.70	1.075	43.04	2.167
120	59.98	0.522	64.78	3.785	56.21	0.477	48.60	0.567	61.58	1.306	53.89	2.483
140	71.25	0.608	75.00	0.407	67.18	0.519	63.75	0.658	73.77	1.668	66.82	3.150
160	82.65	0.820	88.25	0.485	81.99	0.686	80.09	0.633	84.35	1.761	78.50	3.445
180	91.42	0.791	94.97	0.531	90.66	0.794	88.62	0.715	92.73	1.809	89.15	4.173
190	92.02	1.087	94.99	1.010	91.10	0.819	89.22	1.764	92.98	2.060	89.83	4.890
200	92.64	1.964	95.00	1.973	92.00	0.921	91.45	3.234	93.07	2.364	90.13	5.789