Network Flow Anomaly Detection Based on Improved Echo State Network

Table 2

Table of detection effects under different thresholds.

Serial number	Threshold value	Detection rate	False report rate
1	10%	97%	39%
2	20%	95%	34%
3	30%	92%	24%
4	40%	90%	22%
5	50%	88%	8.6%
6	60%	87%	7.0%
7	70%	86%	2.8%
8	80%	85%	0.7%
9	90%	80%	0.5%
10	100%	76%	0.2%