Fingerprinting Network Entities Based on Traffic Analysis in High-Speed Network Environment

Table 1

The effect of the minimum effective feature dimension on the number of device fingerprints.

Minimum Effective Feature Dimension	Validation Set	Test Set
1	100.00%	100.00%
2	89.58%	90.43%
3	82.98%	81.66%
4	75.94%	74.85%
5	70.57%	68.99%
6	63.73%	62.08%