Table 2. Antigenicity-associated sites of H1N1 identified using the random forest regression algorithm.
Order of variable importance | Amino acid position | ||
---|---|---|---|
1 | 141 | ||
2 | 130 | ||
3 | 43 | ||
4 | 54 | 127 | 193 |
5 | 186 | ||
6 | 80 | 271 | |
7 | 71 | ||
8 | 36 | ||
9 | 190 | ||
10 | 194 | ||
11 | 163 | ||
12 | 128 | ||
13 | 187 | ||
14 | 189 | ||
15 | 125 | ||
16 | 121 | 205 | |
17 | 321 | ||
18 | 133 | 191 |