Novel Back Propagation Optimization by Cuckoo Search Algorithm

Table 4

The accuracy of CSBP with different discovery rates.

𝑝𝑎	Train set				Test set
	Mean	Best	Worst	Std	Mean	Best	Worst	Std
0	88.4	89	88	0.52	84.7	89	77	3.30
0.1	88.6	89	87	0.70	87.1	89	83	2.23
0.2	88.2	89	87	1.03	86	89	77	3.56
0.3	88.4	89	86	1.08	84.9	89	75	5.17
0.4	88.9	89	88	0.32	85.9	89	76	4.45
0.5	88.1	89	83	1.91	84.6	89	76	4.92
0.6	88.4	89	86	1.08	86	89	81	3.01
0.7	88.5	89	87	0.71	86.4	89	82	2.50
0.8	88.2	89	86	1.14	85.7	89	77	3.56
0.9	88.1	89	83	1.91	86.9	89	82	2.51
1.0	88.1	89	85	1.29	85.8	89	76	4.15