Table 10.
Data exfiltration RF test data amounts.
Test Amount | Accuracy | Precision | Recall | F1 Score | Log Loss | ROC AUC |
---|---|---|---|---|---|---|
20 | 1.0 | 1.0 | 1.0 | 1.0 | 0.059 | 1.0 |
30 | 1.0 | 1.0 | 1.0 | 1.0 | 0.043 | 1.0 |
40 | 0.98 | 0.97 | 1.0 | 0.98 | 0.042 | 0.94 |
50 | 0.97 | 0.96 | 1.0 | 0.98 | 0.083 | 0.9 |
60 | 0.94 | 0.97 | 0.95 | 0.96 | 0.089 | 0.89 |