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

Table 3

Classification accuracy of the proposed EABC-SVM and other ABC variants-SVM.

Dataset	Methods
	EABC-SVM	GABC-SVM	MABC-SVM	NABC-SVM	SDABC-SVM
WDBC	97.25 ± 0.71	94.92 ± 2.06	96.09 ± 0.94	96.22 ± 0.97	96.01 ± 1.06
Ionosphere	95.63 ± 0.38	94.27 ± 1.43	94.52 ± 0.48	94.47 ± 2.15	94.00 ± 1.60
Musk1	93.04 ± 1.70	90.18 ± 2.58	92.27 ± 1.82	91.35 ± 1.78	87.69 ± 2.15
Sonar	91.54 ± 0.78	87.98 ± 2.03	88.70 ± 2.01	88.25 ± 2.40	88.10 ± 0.92
Vehicle	85.30 ± 0.50	78.34 ± 2.55	79.41 ± 2.74	81.53 ± 2.36	78.84 ± 2.23
Wine	99.07 ± 1.04	98.74 ± 0.59	98.79 ± 0.67	98.57 ± 0.70	98.55 ± 0.99