Table 7.
Confusion matrix random forest.
| Predicted | |||||||
|---|---|---|---|---|---|---|---|
| Bruteforce | DoS | Flood | Legitimate | Malformed | SlowITe | ||
| Actual | Bruteforce | 3195 | 375 | 0 | 212 | 560 | 9 |
| DoS | 191 | 32,812 | 0 | 5997 | 76 | 1 | |
| Flood | 1 | 0 | 89 | 93 | 1 | 0 | |
| Legitimate | 1632 | 7278 | 0 | 3,565,038 | 712 | 55 | |
| Malformed | 943 | 142 | 0 | 427 | 1757 | 9 | |
| Slowite | 150 | 360 | 0 | 1136 | 302 | 813 |