Table 8.
Statistical parameters of atom-based QSAR model.
| Model | PLS factors | SD | R2 | R2 CV | R2 scramble | Stability | F | P | RMSE | Q2 | Pearson-r |
|---|---|---|---|---|---|---|---|---|---|---|---|
| VEGFR2 | 1 | 0.2626 | 0.5784 | − 0.3838 | 0.6475 | 0.226 | 17.8 | 9.96 × 10–04 | 0.25 | 0.4519 | 0.805 |
| 2 | 0.1454 | 0.8806 | − 0.354 | 0.8538 | − 0.252 | 44.3 | 2.89 × 10–06 | 0.24 | 0.5078 | 0.9345 | |
| 3 | 0.0794 | 0.9674 | − 0.1024 | 0.9274 | − 0.0795 | 108.7 | 1.86 × 10–08 | 0.21 | 0.6324 | 0.8979 | |
| 4 | 0.0585 | 0.9839 | − 0.1924 | 0.969 | − 0.185 | 152.7 | 6.41 × 10–09 | 0.2 | 0.6352 | 0.9086 | |
| FGFR1 | 1 | 0.2727 | 0.5421 | 0.1043 | 0.589 | 0.822 | 15.4 | 1.75 × 10–03 | 0.26 | 0.5515 | 0.9424 |
| 2 | 0.1293 | 0.905 | − 0.2142 | 0.8128 | − 0.0954 | 57.2 | 7.35 × 10–07 | 0.24 | 0.6174 | 0.9542 | |
| 3 | 0.0544 | 0.9846 | − 0.0246 | 0.897 | 0.00916 | 234.1 | 3.04 × 10−10 | 0.2 | 0.7334 | 0.9774 | |
| 4 | 0.0451 | 0.9903 | − 0.097 | 0.9558 | − 0.0759 | 256.5 | 4.98 × 10–10 | 0.2 | 0.7242 | 0.9812 |