Research Article
An Enhanced Secure Deep Learning Algorithm for Fraud Detection in Wireless Communication
Table 3
Deep learning evaluation for testing dataset.
| Train data | Test data | Test instances | Test fraud cases | % of test fraud cases | Testing accuracy | Time elapsed (sec) |
| 90 | 10 | 28481 | 22 | 0.00077 | 0.923378 | 00.07 | 80 | 20 | 56962 | 75 | 0.00132 | 0.949008 | 00.13 | 70 | 30 | 85443 | 108 | 0.00126 | 0.939815 | 00.23 | 60 | 40 | 113923 | 132 | 0.00116 | 0.944843 | 00.32 | 50 | 50 | 142404 | 223 | 0.00157 | 0.965315 | 00.38 |
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