Research Article
Efficient Intrusion Detection System for SDN Orchestrated Internet of Things
Table 5
Classification report of other metrics of the best performing estimator.
| Attack | NPV | TNR | FPR | FDR | FNR | Accuracy |
| Benign | 0.999709 | 0.999656 | 0.000344 | 0.000197 | 0.000167 | 0.999769 | DoS GoldenEye | 0.999951 | 0.999971 | 0.000029 | 0.001921 | 0.003197 | 0.999923 | DoS Hulk | 0.999855 | 0.999834 | 0.000166 | 0.000333 | 0.000290 | 0.999793 | DoS Slowhttptest | 0.999961 | 0.999961 | 0.000039 | 0.004840 | 0.004840 | 0.999923 | DoS Slowloris | 0.999971 | 0.999985 | 0.000015 | 0.001772 | 0.003538 | 0.999957 | Hearbleed | 1.000000 | 1.000000 | 0.000000 | 0.000000 | 0.000000 | 1.000000 |
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