Novel Back Propagation Optimization by Cuckoo Search Algorithm

Table 3

The accuracy of CSBP with different population sizes.

NP	Train set				Test set
	Mean	Best	Worst	Std	Mean	Best	Worst	Std
10	88.6	88	88	0.55	86.4	88	83	2.30
20	88.4	89	86	1.34	87.6	89	86	1.34
30	88.6	89	88	0.55	86.4	89	84	2.51
40	88.8	89	88	0.45	87.8	89	87	0.84
50	88.8	89	88	0.45	88.8	89	88	0.45
60	88.4	89	87	0.89	88.4	89	87	0.89
70	87.5	89	82	2.01	84.6	89	67	6.72
80	88.4	89	82	1.78	86.9	89	67	5.42
90	88.4	89	87	0.89	87.4	89	86	1.14
100	89	89	89	0	89	89	89	0