Table 3 Sequential activity mining results
Dataset source | Scenario/sensor | Sequential activity detected total | Sequence length | ||
|---|---|---|---|---|---|
Min | Max | Average | |||
CTU-13 | 1 | 5167 | 1 | 7420 | 8 |
2 | 1927 | 1 | 2814 | 11 | |
3 | 26,789 | 1 | 3 | 1 | |
4 | 596 | 1 | 1304 | 4 | |
5 | 183 | 1 | 275 | 5 | |
6 | 1651 | 1 | 199 | 3 | |
7 | 17 | 1 | 21 | 4 | |
8 | 1833 | 1 | 833 | 3 | |
9 | 27,944 | 1 | 15,112 | 7 | |
10 | 163 | 1 | 8018 | 652 | |
11 | 14 | 1 | 4144 | 583 | |
12 | 1687 | 1 | 70 | 1 | |
13 | 2179 | 1 | 21,407 | 18 | |
NCC-1 | 1 | 1865 | 1 | 1610 | 12 |
2 | 936 | 1 | 1526 | 26 | |
3 | 19 | 36 | 1000 | 105 | |
4 | 624 | 1 | 1994 | 18 | |
5 | 300 | 1 | 1000 | 63 | |
6 | 643 | 1 | 1000 | 9 | |
7 | 17 | 119 | 1000 | 529 | |
8 | 736 | 1 | 1047 | 19 | |
9 | 15,854 | 1 | 3000 | 14 | |
10 | 88 | 181 | 1819 | 682 | |
11 | 12 | 1000 | 1000 | 1000 | |
12 | 939 | 1 | 1000 | 10 | |
13 | 853 | 1 | 1896 | 22 | |
NCC-2 | 1 | 3637 | 1 | 4198 | 40 |
2 | 18,630 | 1 | 6887 | 20 | |
3 | 18,687 | 1 | 5543 | 16 | |