Table 5. Antigenicity-associated sites of H3N2 identified using the support vector regression based on recursive feature elimination.
Order of variable importance | Amino acid position | |
---|---|---|
1 | 189 | |
2 | 133 | |
3 | 155 | |
4 | 193 | |
5 | 158 | |
6 | 216 | |
7 | 144 | |
8 | 285 | |
9 | 159 | |
10 | 145 | |
11 | 137 | |
12 | 196 | |
13 | 129 | 132 |
14 | 271 | |
15 | 131 | |
16 | 175 | |
17 | 135 |
Experimentally validated sites were marked as bold. Accessory substitutions were marked as italic.