An Effective Algorithm for Intrusion Detection Using Random Shapelet Forest

Table 3

The precision and recall values of five algorithms on UNIT (%).

	1NN+DTW		NS		ST+CART		ST+SVM		IDRSF
	Prec.	Recall	Prec.	Recall	Prec.	Recall	Prec.	Recall	Prec.	Recall
Attack	99.9	87.7	99.9	81.7	100.0	89.3	100.0	89.4	100.0	92.4
S-effect	31.6	77.2	46.7	75.1	64.7	86.6	65.3	87.7	87.4	98.1
Normal	3.7	92.5	2.0	76	3.7	86.8	4.1	94.9	5.7	96.4