Effective Packet Number for 5G IM WeChat Application at Early Stage Traffic Classification

Table 6

Friedman’s test results for WeChat pictures messages dataset.

Accuracy
Number of packets	Ranking	p value	APV
2	17.7777	1.01164	1.71979
3	18.5555	1.67590	3.01663
4	14.2222	8.35921	0.00133
5	12.6666	9.73464	0.01362
6	10.4999	0.01375	0.15129
7	09.3555	0.04478	0.38802
8	8.35555	0.10754	0.57081
9	12.7555	7.85968	0.01178
10	11.3555	0.00508	0.06614
11	10.7000	0.01098	0.13184
12	09.5555	0.03880	0.38802
13	07.0000	0.28332	1.13331
14	05.0500	0.76568	1.53137
15	07.0000	0.28332	1.13331
16	08.5555	0.09513	0.57081
17	09.4444	0.04271	0.38802
18	04.3333	—	—
19	08.8555	0.07060	0.49426
20	4.44444	0.96830	1.53137
Friedman’s test	—	0.00000