Table 3 Training and validation accuracy for 10 epochs
From: Machine learning based fileless malware traffic classification using image visualization
Epoch | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 |
|---|---|---|---|---|---|---|---|---|---|---|
Training accuracy | 95.14 | 97.70 | 98.30 | 98.65 | 98.83 | 99.00 | 99.14 | 99.17 | 99.31 | 99.34 |
Validation accuracy | 86.66 | 97.61 | 71.27 | 95.80 | 98.30 | 99.20 | 99.25 | 98.83 | 98.30 | 99.48 |