Dataset | Various Independent Sets | Normal | DoS | Probing | R2L | U2R | Total |
Original KDD’99 Dataset | WholeKDD | 972,780 | 3,883,370 | 41,102 | 1126 | 52 | 4,898,430 |
10% KDD | 97,278 | 391,458 | 4107 | 1126 | 52 | 494,021 | |
KDD corrected | 60,593 | 229,853 | 4166 | 16,347 | 70 | 311,029 | |
RRE-KDD Dataset | KDD99Train+ | 87,832 | 54,572 | 2130 | 999 | 52 | 145,585 |
KDD99Test+ | 47,913 | 23,568 | 2678 | 3058 | 70 | 77,287 | |
Train Set (For Model Selection) | 8784 | 5458 | 213 | 100 | 6 | 14,561 | |
Validation Set (For Model Selection) | 8784 | 5458 | 213 | 100 | 6 | 14,561 |