Output of different algorithm models running on 70% samples.
| Models | R 2 | RMSE | MAE | Recovery (%) |
|---|---|---|---|---|
| Linear | 0.9433 | 7.0993 | 5.9615 | 98.43 |
| Elastic net | 0.9473 | 7.3974 | 6.2411 | 99.39 |
| KNR | 0.7319 | 16.9687 | 15.1117 | 86.94 |
| DTR | 0.8305 | 13.6664 | 6.5352 | 91.53 |
| Lasso | 0.9415 | 7.5584 | 5.8636 | 97.48 |
| Bayesian ridge | 0.9369 | 8.7832 | 7.4365 | 96.91 |
| Ridge | 0.9828 | 5.4170 | 4.4912 | 99.24 |