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. 2020 Mar 10;5(11):5951–5958. doi: 10.1021/acsomega.9b04302

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
a

Maximum Rtraining2 for the Y-randomization test.