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Table 5 Distribution for the 10% KDD Cup 99 dataset

From: Entropy clustering-based granular classifiers for network intrusion detection

Class

Traffic type

Training data

Percent of total (%)

1

Normal

87,832

60.28

2

DDOS

54,572

37.51

3

Probe

2130

1.48

4

U2R

999

0.68

5

R2L

52

0.04

 

Total

145,585

Â