Table 21.

Comparison between BPSO and various well-know algorithms in terms of average accuracy.

Dataset	Measure	BPSO1	BHHO	BGSA	BWOA	BGWO	BBA	BALO	BMFO
All	AVG	0.7511	0.7515	0.7245	0.7507	0.7372	0.6624	0.7474	0.7504
	STD	0.0075	0.0095	0.0086	0.0042	0.0064	0.0472	0.0038	0.0039
Caucasian	AVG	0.7967	0.7821	0.7430	0.7815	0.7623	0.7060	0.7781	0.7821
	STD	0.0136	0.0049	0.0061	0.0054	0.0049	0.0356	0.0056	0.0058
Females	AVG	0.8034	0.8068	0.7517	0.8093	0.7864	0.6949	0.8017	0.8059
	STD	0.0078	0.0067	0.0106	0.0072	0.0088	0.0344	0.0091	0.0063
Age > 50	AVG	0.7836	0.7703	0.7236	0.7691	0.7473	0.6945	0.7649	0.7721
	STD	0.0111	0.0078	0.0122	0.0097	0.0081	0.0192	0.0110	0.0077
Hispanic	AVG	0.7870	0.7805	0.7382	0.7789	0.7683	0.6805	0.7813	0.7772
	STD	0.0064	0.0094	0.0120	0.0064	0.0103	0.0617	0.0071	0.0042
Age ≤ 50	AVG	0.8321	0.7991	0.7376	0.7991	0.7661	0.6661	0.7835	0.7853
	STD	0.0168	0.0110	0.0189	0.0091	0.0108	0.0604	0.0151	0.0064
Males	AVG	0.7513	0.7224	0.6949	0.7154	0.7090	0.6430	0.7160	0.7160
	STD	0.0159	0.0053	0.0106	0.0033	0.0033	0.0327	0.0031	0.0031
Mean Rank	F-test	1.57	2.29	7.00	3.36	6.00	8.00	4.36	3.43