Table 6.
Comparison between the proposed SMOTE ratio and the previous one.
| Classes | The proposed (%) | The previous [5] (%) |
|---|---|---|
| Normal | — | — |
| U2R | 100,000 | 12,000 |
| R2L | 49,500 | 900 |
| DoS | — | — |
| Probe | 100 | 150 |
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