Research Article
Application of a New Feature Generation Algorithm in Intrusion Detection System
Table 10
Results of three-classification experiments on the CSE-CIC-IDS2018 dataset.
| | Precision | Recall | F1-score | Support |
| | Benign | 1.0000 | 1.0000 | 1.0000 | 219138 | | FTP-Brute-force | 1.0000 | 1.0000 | 1.0000 | 63565 | | SSH-Brute-force | 1.0000 | 1.0000 | 1.0000 | 62065 | | Accuracy | | | 1.0000 | 344768 | | Macro avg. | 1.0000 | 1.0000 | 1.0000 | 344768 | | Weighted avg. | 1.0000 | 1.0000 | 1.0000 | 344768 |
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