Research Article
5G Cognitive Radio Networks Using Reliable Hybrid Deep Learning Based on Spectrum Sensing
Table 5
Validation and training accuracy for the proposed algorithm.
| Sl. no. | No. of epochs | Training accuracy (%) | Validation accuracy (%) |
| 01 | 20 | 96.5% | 95.0% | 02 | 40 | 96.5% | 95.0% | 03 | 60 | 96.75% | 96.50% | 04 | 80 | 96.90% | 96.95% | 05 | 100 | 97.25% | 97.5% | 06 | 120 | 97.45% | 97.5% | 07 | 140 | 97.8% | 98.0% | 08 | 160 | 98.5% | 98.5% | 09 | 180 | 98.5% | 98.5% | 10 | 200 | 98.7% | 98.5% |
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