Split | Target function | Set | n | R2 | CCC | IIC | Q2 | s | MAE | Y-rand | \({cR}_{p}^{2}\) | \({\overline{r} }_{m}^{2}\) | \({\Delta r}_{m}^{2}\) | F |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | TF1 | TRN | 29 | 0.813 | 0.897 | 0.551 | 0.779 | 0.234 | 0.189 | 0.033 | 0.797 | – | – | 117 |
iTRN | 20 | 0.813 | 0.866 | 0.607 | 0.773 | 0.275 | 0.229 | 0.050 | 0.788 | – | – | 78 | ||
CAL | 12 | 0.575 | 0.706 | 0.378 | 0.228 | 0.437 | 0.334 | 0.162 | 0.487 | – | – | 14 | ||
VAL | 19 | 0.679 | 0.765 | 0.402 | 0.549 | 0.364 | 0.259 | – | – | 0.510 | 0.279 | 36 | ||
TF2 | TRN | 29 | 0.723 | 0.839 | 0.794 | 0.674 | 0.284 | 0.214 | 0.032 | 0.707 | – | – | 70 | |
iTRN | 20 | 0.804 | 0.806 | 0.462 | 0.759 | 0.338 | 0.285 | 0.050 | 0.778 | – | – | 74 | ||
CAL | 12 | 0.688 | 0.802 | 0.828 | 0.552 | 0.313 | 0.267 | 0.064 | 0.655 | – | – | 22 | ||
VAL | 19 | 0.729 | 0.789 | 0.489 | 0.666 | 0.272 | 0.207 | – | – | 0.555 | 0.253 | 46 | ||
2 | TF1 | TRN | 30 | 0.881 | 0.937 | 0.821 | 0.864 | 0.185 | 0.133 | 0.033 | 0.865 | – | – | 207 |
iTRN | 19 | 0.854 | 0.896 | 0.492 | 0.820 | 0.226 | 0.165 | 0.079 | 0.813 | – | – | 99 | ||
CAL | 11 | 0.502 | 0.653 | 0.279 | 0.029 | 0.546 | 0.378 | 0.087 | 0.456 | – | – | 9 | ||
VAL | 20 | 0.652 | 0.759 | 0.642 | 0.563 | 0.399 | 0.321 | – | – | 0.494 | 0.287 | 34 | ||
TF2 | TRN | 30 | 0.781 | 0.877 | 0.773 | 0.740 | 0.251 | 0.175 | 0.027 | 0.767 | – | – | 100 | |
iTRN | 19 | 0.805 | 0.831 | 0.865 | 0.752 | 0.278 | 0.216 | 0.049 | 0.780 | – | – | 70 | ||
CAL | 11 | 0.939 | 0.863 | 0.968 | 0.923 | 0.319 | 0.263 | 0.040 | 0.919 | – | – | 140 | ||
VAL | 20 | 0.775 | 0.826 | 0.611 | 0.713 | 0.334 | 0.269 | – | – | 0.613 | 0.218 | 62 | ||
3 | TF1 | TRN | 30 | 0.736 | 0.848 | 0.751 | 0.674 | 0.288 | 0.204 | 0.043 | 0.714 | – | – | 78 |
iTRN | 18 | 0.754 | 0.853 | 0.856 | 0.704 | 0.277 | 0.231 | 0.077 | 0.714 | – | – | 49 | ||
CAL | 12 | 0.418 | 0.571 | 0.476 | 0.137 | 0.440 | 0.336 | 0.076 | 0.378 | – | – | 7 | ||
VAL | 20 | 0.651 | 0.798 | 0.651 | 0.457 | 0.302 | 0.231 | – | – | 0.518 | 0.190 | 34 | ||
TF2 | TRN | 30 | 0.782 | 0.878 | 0.774 | 0.735 | 0.261 | 0.194 | 0.020 | 0.772 | – | – | 101 | |
iTRN | 18 | 0.850 | 0.909 | 0.857 | 0.812 | 0.223 | 0.189 | 0.048 | 0.825 | – | – | 90 | ||
CAL | 12 | 0.777 | 0.807 | 0.881 | 0.697 | 0.300 | 0.246 | 0.100 | 0.725 | – | – | 35 | ||
VAL | 20 | 0.727 | 0.847 | 0.628 | 0.642 | 0.266 | 0.209 | – | – | 0.615 | 0.165 | 48 |