Table 1.
Cross validation values of the models using 5-fold method.
| Output | Model | Metric | Mean | Std |
|---|---|---|---|---|
| Solubility | ADA-GPR | R² | 0.99452 | 0.00183 |
| MSE | 0.08281 | 0.00712 | ||
| MAPE | 0.04879 | 0.00297 | ||
| ADA-LR | R² | 0.92841 | 0.01345 | |
| MSE | 0.09560 | 0.01128 | ||
| MAPE | 0.05398 | 0.00674 | ||
| ADA-ARD | R² | 0.94897 | 0.00936 | |
| MSE | 0.08759 | 0.00859 | ||
| MAPE | 0.05137 | 0.00521 | ||
| Density | ADA-GPR | R² | 0.99191 | 0.00294 |
| MSE | 311.025 | 63.2145 | ||
| MAPE | 0.03296 | 0.00167 | ||
| ADA-ARD | R² | 0.94587 | 0.01182 | |
| MSE | 2000.23 | 217.4839 | ||
| MAPE | 0.07874 | 0.00635 | ||
| ADA-LR | R² | 0.92236 | 0.01769 | |
| MSE | 2455.04 | 284.917 | ||
| MAPE | 0.09661 | 0.00892 |