Table 7.

Comparison table of average accuracy and standard deviations of MSCSO and other optimization algorithms (Bold indicates better data performance).

Dataset	Measures	MSCSO	SCSO	MFO	SSA	FVIM	AOA	SCA	PSO	DO	SFO
Zoo	Mean	1	1	1	1	1	1	1	1	1	0.9800
	Std	0	0	0	0	0	0	0	0	0	0.0251
Wine	Mean	1	1	1	1	1	1	1	1	1	0.9971
	Std	0	0	0	0	0	0	0	0	0	0.0088
Vote	Mean	0.9467	0.9425	0.9333	0.9275	0.9433	0.9417	0.9275	0.9292	0.9442	0.9167
	Std	0.0068	0.0101	0.0108	0.0135	0.0100	0.0086	0.0124	0.0142	0.0082	0.0162
Lymphography	Mean	0.9534	0.9431	0.9414	0.9328	0.9466	0.9483	0.9362	0.9328	0.9483	0.8948
	Std	0.0169	0.0169	0.0162	0.0077	0.0176	0.0177	0.0126	0.0077	0.0177	0.0136
HeartEW	Mean	0.9241	0.9222	0.9213	0.9130	0.9222	0.9231	0.9148	0.9194	0.9231	0.8750
	Std	0.0057	0.0076	0.0082	0.0087	0.0076	0.0068	0.0093	0.0091	0.0068	0.0158
Sonar	Mean	1	1	1	1	1	1	1	1	1	0.9866
	Std	0	0	0	0	0	0	0	0	0	0.0124
SpectEW	Mean	0.8991	0.8934	0.8981	0.8887	0.8925	0.8953	0.8915	0.8915	0.8962	0.8434
	Std	0.0111	0.0176	0.0128	0.0161	0.0151	0.0156	0.0148	0.0161	0.0115	0.0195
Lung-Cancer	Mean	1	1	1	1	1	1	1	1	1	0.8833
	Std	0	0	0	0	0	0	0	0	0	0.0784
BreastEW	Mean	1	1	1	0.9996	0.9991	0.9991	0.9991	0.9996	0.9996	0.9991
	Std	0	0	0	0.0020	0.0027	0.0027	0.0027	0.0020	0.0020	0.0027
CongressEW	Mean	0.9884	0.9884	0.9884	0.9878	0.9884	0.9884	0.9878	0.9866	0.9884	0.9802
	Std	0	0	0	0.0046	0	0	0.0026	0.0043	0	0.0114
Clean1	Mean	0.9337	0.9305	0.9258	0.9174	0.9263	0.9258	0.9147	0.9195	0.9332	0.8979
	Std	0.0103	0.0093	0.111	0.0104	0.0084	0.0093	0.0090	0.0052	0.0129	0.0128
Exactly	Mean	1	1	1	0.9828	0.9995	1	0.9905	0.9915	1	0.7748
	Std	0	0	0	0.0212	0.0022	0	0.0150	0.0171	0	0.0983
Exactly2	Mean	0.82	0.82	0.82	0.82	0.82	0.82	0.82	0.82	0.82	0.82
	Std	0	0	0	0	0	0	0	0.0031	0	0
M-of-n	Mean	1	1	1	0.9975	1	1	0.9983	0.9993	1	0.9323
	Std	0	0	0	0.0062	0	0	0.0054	0.0034	0	0.0513
VP	Mean	0.9474	0.9470	0.9470	0.9451	0.9470	0.9470	0.9451	0.9474	0.9459	0.9451
	Std	0	0.0017	0.0017	0.0035	0.0017	0.0017	0.0035	0	0.0031	0.0035
Avg. rank		1	2	2.2	3.93	2.2	2.07	3.67	3.2	1.6	4.87