From: Resampling imbalanced data for network intrusion detection datasets
NB18 RU-SMOTE | Predicted label | |||||||
---|---|---|---|---|---|---|---|---|
0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | |
True label | ||||||||
 0 | 129 | 2 | 0 | 0 | 0 | 0 | 0 | 1 |
 1* | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 |
 2 | 4 | 0 | 668 | 7 | 0 | 61 | 2 | 0 |
 3* | 2 | 1 | 1 | 19 | 0 | 0 | 0 | 0 |
 4 | 4 | 1 | 4 | 15 | 1213 | 3951 | 109 | 0 |
 5 | 41 | 11 | 335 | 39 | 343 | 21,115 | 146 | 4 |
 6 | 80 | 0 | 1239 | 90 | 1939 | 7090 | 466,243 | 738 |
 7 | 18 | 1 | 0 | 22 | 0 | 5 | 17 | 594,844 |