Table 6 Comparison of overall accuracy, detection rate and false alarm rate for different data subsets
From: A novel two-phase cycle algorithm for effective cyber intrusion detection in edge computing
| Â | DATASUBSET1 | DATASUBSET2 | DATASUBSET3 | ||||||
|---|---|---|---|---|---|---|---|---|---|
BestAccu | BestDR | BestFAR | BestAccu | BestDR | BestFAR | BestAccu | BestDR | BestFAR | |
Accuracy | 94.76 | 87.17 | 94.71 | 94.43 | 94.37 | 94.4 | 98.75 | 97.36 | 98.74 |
DR | 98.55 | 98.94 | 98.29 | 96.96 | 97.05 | 96.47 | 98.21 | 98.78 | 98.11 |
FAR | 15.23 | 33.88 | 14.89 | 11.38 | 11.73 | 10.52 | 0.9 | 3.56 | 0.84 |