Naive Bayes-Guided Bat Algorithm for Feature Selection

Table 6

Average classification accuracy and standard deviation for J48.

Datasets	J48
	BANB	GA	GPSO	PSO
M-of-N	100±0	100±0	98.53±4.64	100±0
Exactly	68.8±0	68.8±0	68.8±0	68.8±0
Exactly2	75.8±0	75.8±0	75.8±0	75.8±0
Heart	79.93±0	79.25±0	79.25±0	79.08±0.28
Vote	95±0	94±0	94.13±0.23	94.39±0.30
Credit	71.7±0	72.2±0	72.21±0.46	72.08±1.08
Mushroom	98.52±0	100±0	99.49±0.45	99.39±0.41
LED	100±0	100±0	100±0	100±0
Derm	93.92±1.04	95.02±0.52	94.64±0.77	94.36±0.68
Derm2	91.25±2.44	94.38±1.67	93.73±0.51	94.32±0.89
WQ	65.08±0.46	69.11±1.35	68.30±2.01	68.32±2.82
Lung	87.5±0	79.37±4.70	80.62±6.21	82.18±4.67