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Table 1 Three data subsets of KDD cup 1999 dataset

From: A novel two-phase cycle algorithm for effective cyber intrusion detection in edge computing

Type

DATASUBSET1

DATASUBSET2

DATASUBSET3

Training

Validation

Test

Training

Validation

Test

Training

Validation

Test

Normal

1000

1000

1000

4000

2000

2000

70,266

8783

8783

Probe

1000

1000

1000

3000

1500

1500

1705

213

213

DoS

1000

1000

1000

4000

2000

2000

43,658

5457

5457

U2R

100

50

100

100

70

90

42

5

5

R2L

1000

1000

1000

2000

600

1300

799

100

100

Total

4100

4050

4100

13,100

6170

6890

116,470

14,558

14,558