Naive Bayes-Guided Bat Algorithm for Feature Selection

Table 4

Average classification accuracy with standard deviation for JRip.

Datasets	JRip
	BANB	GA	GPSO	PSO
M-of-N	98.9±0	99.1±0	97.62±4.32	98.92±0.23
Exactly	68.8±0	68±0	68±0	68.01±0.22
Exactly2	75.8±0	75.8±0	75.8±0	75.8±0
Heart	80.61±0	81.97±0	81.66±0.49	82.47±5.33
Vote	95±0	93.66±0	93.92±0.43	94.42±0.35
Credit	71.6±0	70.7±0	70.75±0.75	70.48±0.79
Mushroom	98.52±0	100±0	99.46±0.48	99.33±0.45
LED	100±0	100±0	100±0	100±0
Derm	93.30±1.69	89.39±0.90	90.18±2.41	91.08±0.78
Derm2	90.77±1.77	89.64±1.64	90.47±1.31	89.35±1
WQ	70.99±1.57	69.49±1.35	68.59±1.61	68.34±1.39
Lung	87.5±0	84.68±1.77	83.74±4.37	84.05±2.73