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