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Table 4 Records of training, validation and test set to be used in our model

From: IGRF-RFE: a hybrid feature selection method for MLP-based network intrusion detection on UNSW-NB15 dataset

Class

Training set

Validation set

Test set

Normal

56000

18500

18500

Generic

40000

9436

9435

Exploits

33393

5566

5566

Fuzzers

18184

3031

3031

DoS

12264

2044

2045

Reconnaissance

10491

1748

1748

Total

170332

40325

40325