Table 5.
Result of simulation 1
| #kind of seeds | Density of seed |
Length = 4 |
Length = 5 |
Length = 6 |
Length = 7 |
||||
|---|---|---|---|---|---|---|---|---|---|
| Best result | Accuracy | Best result | Accuracy | Best result | Accuracy | Best result | Accuracy | ||
| 0/3 |
0.003 |
5-tuple |
0.78 |
5-tuple |
0.88 |
6-tuple |
0.82 |
7-tuple |
1.00 |
| |
20 features |
|
5f eatures |
|
5 features |
|
5 features |
|
|
| 0.005 |
5-tuple |
0.76 |
5-tuple |
0.90 |
6-tuple |
1.00 |
6-tuple |
1.00 |
|
| |
50 features |
|
10 features |
|
5 features |
|
5 features |
|
|
| 0.01 |
5-tuple |
0.90 |
5-tuple |
1.00 |
5-tuple |
1.00 |
5-tuple |
1.00 |
|
| |
|
20 features |
|
5 features |
|
5 features |
|
5 features |
|
| 0/5 |
0.003 |
4-tuple |
0.86 |
5-tuple |
0.78 |
6-tuple |
1.00 |
7-tuple |
1.00 |
| |
200 features |
|
50 features |
|
10 features |
|
5 features |
|
|
| 0.005 |
4-tuple |
0.94 |
5-tuple |
0.94 |
6-tuple |
1.00 |
5-tuple |
1.00 |
|
| |
100 features |
|
10 features |
|
5 features |
|
5 features |
|
|
| 0.01 |
4-tuple |
1.00 |
5-tuple |
1.00 |
5-tuple |
1.00 |
5-tuple |
1.00 |
|
| |
|
5 features |
|
5 features |
|
5 features |
|
5 features |
|
| 0/10 |
0.003 |
8-tuple |
0.60 |
5-tuple |
0.96 |
6-tuple |
1.00 |
6-tuple |
1.00 |
| |
50 features |
|
30 features |
|
5 features |
|
5 features |
|
|
| 0.005 |
4-tuple |
0.96 |
5-tuple |
1.00 |
6-tuple |
1.00 |
6-tuple |
1.00 |
|
| |
100 features |
|
10 features |
|
5 features |
|
5 features |
|
|
| 0.01 |
4-tuple |
1.00 |
4-tuple |
1.00 |
4-tuple |
1.00 |
5-tuple |
1.00 |
|
| 20 features | 5 features | 5 features | 5 features | ||||||
This table summarizes all the results in simulation 1.
“#kind of seeds” shows how many types of seeds are inserted into the two groups, for example, “0/3” means no seed was inserted in group 1 and 3 kinds of seeds were inserted in group 2. “Length = 4, 5, 6, or 7” means the length of inserted seeds is 4, 5, 6 or 7, respectively.