Table 1 The ratio of each algorithm achieving the best performance based on the 24 sets of molecular features
| Â | XGB | SVM | k-NN | RF | NB | GBM |
|---|---|---|---|---|---|---|
1 | 14/24 | 7/24 | 2/24 | 0/24 | 0/24 | 1/24 |
2 | 11/24 | 8/24 | 1/24 | 0/24 | 0/24 | 4/24 |
3 | 14/24 | 7/24 | 0/24 | 1/24 | 0/24 | 2/24 |
4 | 13/24 | 7/24 | 2/24 | 1/24 | 0/24 | 1/24 |
5 | 14/24 | 7/24 | 0/24 | 0/24 | 0/24 | 3/24 |
6 | 15/24 | 8/24 | 0/24 | 0/24 | 0/24 | 1/24 |
7 | 16/24 | 5/24 | 1/24 | 0/24 | 0/24 | 2/24 |
8 | 14/24 | 9/24 | 0/24 | 0/24 | 0/24 | 1/24 |
9 | 12/24 | 8/24 | 0/24 | 0/24 | 2/24 | 2/24 |
10 | 15/24 | 4/24 | 1/24 | 1/24 | 0/24 | 3/24 |
11 | 15/24 | 8/24 | 1/24 | 0/24 | 0/24 | 0/24 |
12 | 15/24 | 5/24 | 1/24 | 0/24 | 0/24 | 3/24 |
13 | 12/24 | 7/24 | 0/24 | 2/24 | 0/24 | 3/24 |
14 | 16/24 | 4/24 | 2/24 | 1/24 | 0/24 | 1/24 |
15 | 16/24 | 6/24 | 1/24 | 1/24 | 0/24 | 0/24 |
16 | 11/24 | 10/24 | 0/24 | 2/24 | 0/24 | 1/24 |
17 | 13/24 | 8/24 | 1/24 | 0/24 | 0/24 | 2/24 |
18 | 14/24 | 6/24 | 0/24 | 1/24 | 0/24 | 3/24 |