Table 4 Repetitive sequential traffic analysis results
Dataset source | Scenario/sensor | Sequential activity total (after repetitive analysis) | Sequence length | Reduction (%) | ||
|---|---|---|---|---|---|---|
Min | Max | Average | ||||
CTU-13 | 1 | 379 | 1 | 7420 | 72 | 92.65 |
2 | 106 | 1 | 2814 | 161 | 94.56 | |
3 | 8 | 1 | 3 | 2 | 99.97 | |
4 | 15 | 1 | 1304 | 105 | 97.47 | |
5 | 39 | 1 | 275 | 19 | 79.03 | |
6 | 26 | 1 | 199 | 58 | 98.42 | |
7 | 7 | 1 | 21 | 8 | 56.25 | |
8 | 44 | 1 | 833 | 33 | 97.59 | |
9 | 1349 | 1 | 15,112 | 105 | 95.19 | |
10 | 70 | 1 | 8018 | 1518 | 55.97 | |
11 | 14 | 1 | 4144 | 583 | 0 | |
12 | 43 | 1 | 70 | 8 | 97.45 | |
13 | 106 | 1 | 21,407 | 328 | 95.14 | |
NCC-1 | 1 | 146 | 1 | 1610 | 139 | 92.18 |
2 | 101 | 2 | 1526 | 222 | 89.46 | |
3 | 15 | 36 | 1000 | 120 | 54.55 | |
4 | 25 | 1 | 1994 | 404 | 96.01 | |
5 | 57 | 7 | 1000 | 324 | 81.00 | |
6 | 13 | 10 | 1000 | 396 | 98.00 | |
7 | 16 | 119 | 1000 | 555 | 5.88 | |
8 | 46 | 8 | 1047 | 277 | 93.75 | |
9 | 1064 | 1 | 3000 | 184 | 93.32 | |
10 | 88 | 181 | 1819 | 682 | 0 | |
11 | 12 | 1000 | 1000 | 1000 | 0 | |
12 | 37 | 5 | 1000 | 192 | 96.06 | |
13 | 110 | 2 | 1896 | 159 | 87.31 | |
NCC-2 | 1 | 395 | 1 | 4198 | 352 | 89.32 |
2 | 1257 | 1 | 6887 | 263 | 93.32 | |
3 | 1178 | 1 | 5543 | 221 | 93.74 | |