An Enhanced Artificial Bee Colony-Based Support Vector Machine for Image-Based Fault Detection

Table 4

Selected feature dimensions of the proposed EABC-SVM and other ABC variants-SVM.

Dataset	Methods
	EABC-SVM	GABC-SVM	MABC-SVM	NABC-SVM	SDABC-SVM
WDBC	12.15 ± 1.42	10.10 ± 2.34	10.10 ± 1.58	8.70 ± 2.00	19.30 ± 2.66
Ionosphere	12.55 ± 0.86	14.20 ± 2.36	13.75 ± 3.75	13.95 ± 3.00	12.40 ± 1.98
Musk1	76.30 ± 3.10	78.20 ± 3.76	79.60 ± 4.03	73.5 ± 4.41	89.45 ± 4.42
Sonar	26.80 ± 1.69	27.05 ± 2.25	26.85 ± 2.73	25.05 ± 2.65	35.20 ± 2.20
Vehicle	10.50 ± 0.81	11.80 ± 1.50	11.90 ± 1.61	10.00 ± 1.22	13.35 ± 1.68
Wine	5.95 ± 0.59	5.00 ± 1.14	4.70 ± 1.05	4.35 ± 0.65	8.20 ± 1.21