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

Table 5

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

Method	Training time (sec)	Testing time (sec)
RF-10 trees	291.551	3.138
DT	386.454	0.387
RF-20 trees	502.952	4.434
RF-50 trees	1209.425	10.573
RF-100 trees	2425.976	20.507