Deep Neural Network-Based Intrusion Detection System through PCA

Table 4

Data distribution of NSL-KDD dataset.

Type		The amount of training set data	Test set data volume
Normal		66945	9641
Attack	DoS	44623	6758
	U2R	48	187
	R2L	886	2247
	Probe	10649	2148
Total		123151	20981