An Effective Algorithm for Intrusion Detection Using Random Shapelet Forest

Algorithm 2

Shapelet_sampling ().

Input: : the data set of time series; : The dimension of the time series; : the number of shapelet for each tree

Output: : a set of shapelets

1 ;

2 ;

3 for to do

4 , , ;

5 ;

6 if do

7  ; continue;

8 ;

9 ;

10 ;

11 return ;