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%