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

Table 2

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

Minimum Effective Feature Dimension	Validation Set	Test Set
1	100.00%	100.00%
2	92.39%	93.70%
3	91.77%	90.54%
4	89.34%	86.72%
5	87.98%	84.22%
6	86.53%	81.03%
7	83.18%	78.36%
8	80.45%	76.42%
9	79.03%	74.87%
10	77.07%	73.43%
11	73.67%	72.16%