Research Article
Application of a New Feature Generation Algorithm in Intrusion Detection System
Table 8
Binary classification experiment on the UNSW_NB15 dataset.
| | Precision | Recall | F1-score | Support |
| | Normal | 1.0000 | 1.0000 | 1.0000 | 56000 | | Anormal | 1.0000 | 1.0000 | 1.0000 | 119341 | | Accuracy | | | 1.0000 | 175341 | | Macro avg. | 1.0000 | 1.0000 | 1.0000 | 175341 | | Weighted avg. | 1.0000 | 1.0000 | 1.0000 | 175341 |
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