Table 4. NSL-KDD dataset.
| Data type | Training set | Test set T1 | Test set T2 | Test set T3 |
|---|---|---|---|---|
| Normal | 19,106 | 3,070 | 3,025 | 3,052 |
| Dos | 5,180 | 308 | 321 | 315 |
| Probe | 612 | 234 | 250 | 220 |
| R2L | 258 | 121 | 111 | 105 |
| U2R | 40 | 42 | 52 | 46 |
| Data type | Training set | Test set T1 | Test set T2 | Test set T3 |
|---|---|---|---|---|
| Normal | 19,106 | 3,070 | 3,025 | 3,052 |
| Dos | 5,180 | 308 | 321 | 315 |
| Probe | 612 | 234 | 250 | 220 |
| R2L | 258 | 121 | 111 | 105 |
| U2R | 40 | 42 | 52 | 46 |