Research Article
Fractional-Order Deep Backpropagation Neural Network
Table 2
Optimal Orders and Highest Accuracies.
| Size of training set | Optimal order of training set | Optimal order of testing set | Highest training accuracy | Highest testing accuracy |
| 10000 | 10/9 | 11/9 | 98.53% | 90.31% | 20000 | 10/9 | 10/9 | 98.84% | 92.34% | 30000 | 11/9 | 11/9 | 99.05% | 93.50% | 40000 | 10/9 | 11/9 | 99.18% | 93.92% | 50000 | 1 | 10/9 | 99.20% | 94.56% | 60000 | 11/9 | 11/9 | 99.20% | 95.00% |
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