Table 5. QSAR Models of BTT Obtained Using Different Sets of the AA Indices.
number of used AA indices | Rtraining2 | Rtest2 | qloo2 | qlmo2 | RSMEtraining | RSMEtest | RMP2a |
---|---|---|---|---|---|---|---|
2 | 0.850 | 0.855 | 0.828 | 0.813 | 0.228 | 0.343 | 0.166 |
3 | 0.905 | 0.903 | 0.890 | 0.890 | 0.182 | 0.302 | 0.126 |
4 | 0.878 | 0.898 | 0.858 | 0.856 | 0.206 | 0.280 | 0.084 |
5 | 0.900 | 0.899 | 0.877 | 0.882 | 0.186 | 0.339 | 0.073 |
6 | 0.901 | 0.902 | 0.877 | 0.883 | 0.186 | 0.337 | 0.179 |
7 | 0.917 | 0.899 | 0.903 | 0.899 | 0.170 | 0.309 | 0.136 |
8 | 0.936 | 0.907 | 0.926 | 0.924 | 0.149 | 0.283 | 0.133 |
9 | 0.909 | 0.909 | 0.893 | 0.892 | 0.178 | 0.303 | 0.146 |
Maximum Rtraining2 for the Y-randomization test.