Research Article
An Evolutionary Computation Based Feature Selection Method for Intrusion Detection
Table 4
Classification accuracies of thresholds of SaDE in test sets in 4 datasets.
| Dataset | 0.6 | 0.7 | 0.8 | 0.5 | Mean | Std | Mean | Std | Mean | Std | Mean | Std |
| DataNum1 | 98.71 | 0.18 | 98.74 | 0.19 | 98.60 | 0.21 | 99.23 | 0.13 |
| T-Sig | + | | + | | + | | | |
| DataNum2 | 98.97 | 0.12 | 99.02 | 0.16 | 98.95 | 0.25 | 99.05 | 0.10 | T-Sig | + | | - | | - | | | | DataNum3 | 99.09 | 0.19 | 99.15 | 0.22 | 99.17 | 0.14 | 99.17 | 0.14 | T-Sig | - | | - | | - | | | | DataNum4 | 98.46 | 0.14 | 98.44 | 0.13 | 98.57 | 0.22 | 98.46 | 0.15 | T-Sig | - | | - | | + | | | |
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