A Novel Framework Design of Network Intrusion Detection Based on Machine Learning Techniques

Table 4

Training and testing time for different parameters of the algorithm in binary classification.

Method	Training time (sec)	Testing time (sec)
RF-10 trees	246.689	1.696
DT	420.419	0.364
RF-20 trees	502.758	2.734
RF-50 trees	1266.263	6.465
RF-100 trees	2546.473	13.109