Streaming Network Intrusion Detection on BOTS v1 (streaming)
0.56Rolling Benign FPRADWIN-hybrid
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| ADWIN-hybridStrategy=ADWIN-hybrid, Nominal Budget=1.00%2026.05 | 0.56 | 71,010 | 21,271 | 382 | 8 | 266 | 116 | |
| FrozenStrategy=Frozen, Nominal Budget=1.00%2026.05 | 2.65 | 90,213 | 27,023 | 0 | 0 | 0 | 0 | |
| PeriodicStrategy=Periodic, Nominal Budget=1.00%2026.05 | 31.59 | 1,091,055 | 326,824 | 2,000 | 40 | 140 | 1,860 | |
| ADWIN-randomStrategy=ADWIN-random, Nominal Budget=1.00%2026.05 | 100 | 3,336,536 | 999,455 | 782 | 16 | 352 | 430 |