Research Article
A Novel Classification Approach through Integration of Rough Sets and Back-Propagation Neural Network
Table 5
Classification performance of the four models of neural networks.
| | The models | Training accuracy (%) | Testing accuracy (%) | Classification error (%) | Classification time (s) |
| | WNN | 90.00 | 82.50 | 3.56 | 23.22 | | RS-WNN | 92.50 | 87.50 | 2.66 | 18.48 | | BP-NN | 90.00 | 85.00 | 2.86 | 22.26 | | RS-BPNN | 95.00 | 90.00 | 2.02 | 18.33 |
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