An Effective Algorithm for Intrusion Detection Using Random Shapelet Forest

Algorithm 1

RSFID (Random Shapelet Forest for Intrusion Detection).

Input: : a data set of time series; : the number of trees in forest; : the number of shapelet for each tree

Output: : a set of random forests and each for one dimension.

1 ;

2 ;

3 for to do

4 ;

5 for to do

6  ;

7  ;

8  ;

9 ;

10 return ;