Table 1 R2ADJ, Q2EXT, Q2CV, number of features, and MAE obtained with MLR1, IBK1, and RF1.
Model ID | Number of features | R2ADJ | MAE | Q2CV | MAECV | Q2EXT | MAEEXT |
---|---|---|---|---|---|---|---|
IBK1 | 7 | 0.942 | 0.270 | 0.891 | 0.413 | 0.907 | 0.364 |
MLR1 | 8 | 0.915 | 0.337 | 0.893 | 0.383 | 0.897 | 0.376 |
RF1 | 7 | 0.987 | 0.134 | 0.889 | 0.382 | 0.907 | 0.310 |