Research on weighted multi-random decision tree and its application to intrusion detection
Zhen Ye · Computer Engineering and Applications Journal · 2007
The traditional decision tree category methods(such as:ID3,C4.5)are effective on small data sets.But,when these methods are applied to massive data of IDS,its effectivity appears to be not enough.In this paper,a random model based decision tree algorithm is applied,and it is verified by experiment that this algorithm is evidently powerful for IDS.