From: Resampling imbalanced data for network intrusion detection datasets
NB15 RU-SMOTE | Predicted label | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | |
True label | ||||||||||
 0 | 653,429 | 5917 | 1946 | 229 | 1033 | 89 | 172 | 1605 | 687 | 686 |
 1 | 0 | 1018 | 176 | 0 | 2 | 244 | 13 | 7 | 4 | 24 |
 2 | 0 | 36 | 447 | 0 | 0 | 7 | 3 | 1 | 3 | 45 |
 3* | 0 | 0 | 1 | 55 | 0 | 0 | 0 | 1 | 0 | 1 |
 4 | 0 | 3 | 4 | 0 | 298 | 152 | 391 | 39 | 0 | 0 |
 5* | 2 | 1 | 2 | 7 | 2 | 148 | 6 | 5 | 0 | 0 |
 6 | 8 | 87 | 129 | 33 | 909 | 239 | 2581 | 640 | 92 | 196 |
 7 | 8 | 326 | 340 | 201 | 1574 | 473 | 3305 | 5689 | 100 | 1196 |
 8 | 1 | 92 | 141 | 50 | 151 | 23 | 367 | 533 | 62,760 | 289 |
 9* | 0 | 2 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 40 |