Table 16.
Confusion matrix of SVM.
| Predicted class | ||||||
|---|---|---|---|---|---|---|
| Normal | U2R | R2L | DoS | Probe | ||
| Actual class | Normal | 59,196 | 299 | 249 | 683 | 166 |
| U2R | 3 | 22 | 14 | 0 | 0 | |
| R2L | 4,074 | 106 | 1,810 | 2 | 1 | |
| DoS | 28,759 | 0 | 4 | 194,517 | 18 | |
| Probe | 127 | 0 | 11 | 3 | 2,236 | |
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