Empirical Evaluation of Noise Influence on Supervised Machine Learning Algorithms Using Intrusion Detection Datasets

Table 9

The training and the testing datasets of the UNSW-NB15.

No.	UNSW-NB15 data files	No. of attributes	No. of instances	No. of normal instances	No. of attack instances
1	UNSW_NB15_training-set	45	82,332	37,000	45,332
2	UNSW_NB15_testing-set	45	175,341	56,000	119,341