Research Article
LA-GRU: Building Combined Intrusion Detection Model Based on Imbalanced Learning and Gated Recurrent Unit Neural Network
Table 2
Size and distribution of samples in new dataset.
| No. | Training set | Testing set | Normal | Attacks | Normal | Attacks |
| 1 | 12323 | 2853 | 5324 | 4645 | 2 | 13864 | 3298 | 4795 | 3926 | 3 | 10756 | 2901 | 5674 | 4209 | 4 | 11348 | 2988 | 5352 | 3874 | 5 | 10466 | 3109 | 5168 | 3982 |
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