Research Article
[Retracted] Research on Boruta-ET-Based Anomalous Traffic Detection Model
Table 5
Distribution of the training and testing sets after random oversampling.
| Label | Traffic type | Train data | Expand train data | Test data |
| 0 | Benign | 1589821 | 1589821 | 681492 | 1 | DoS | 265887 | 265887 | 113861 | 2 | Port scan | 111254 | 111254 | 47550 | 3 | Bot | 1956 | 6956 | 603 | 4 | Brute force | 9633 | 9633 | 4199 | 5 | Web attack | 2180 | 7180 | 646 | 6 | Infiltration | 36 | 5036 | 10 |
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