Research Article
Novel Back Propagation Optimization by Cuckoo Search Algorithm
Table 2
The accuracy of CSBP with different maximum generations.
| Max gen | Train set | Test set | Mean | Best | Worst | Std | Mean | Best | Worst | Std |
| 10 | 88.60 | 89 | 88 | 0.55 | 86.4 | 88 | 83 | 2.30 | 20 | 87.8 | 89 | 85 | 1.64 | 87.4 | 89 | 85 | 1.52 | 30 | 88 | 89 | 87 | 1.00 | 86.6 | 89 | 84 | 1.95 | 40 | 89 | 89 | 89 | 0 | 88.17 | 89 | 85 | 1.60 | 50 | 89 | 89 | 89 | 0 | 88.2 | 89 | 87 | 1.10 | 60 | 87.6 | 89 | 87 | 1.14 | 84.4 | 89 | 77 | 4.93 | 70 | 88 | 89 | 86 | 1.41 | 85 | 87 | 84 | 1.41 | 80 | 89 | 89 | 89 | 0 | 86.8 | 89 | 82 | 3.19 | 90 | 87.2 | 89 | 85 | 1.79 | 86.2 | 89 | 82 | 2.77 | 100 | 88.8 | 89 | 88 | 0.45 | 89 | 89 | 89 | 0 |
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