Table 5 Scores of the optimal models on the testing data in the 10-fold cross-validation.
Model | Default hyperparameters | Optimal hyperparameters | ||
---|---|---|---|---|
R2 | RMSE | R2 | RMSE | |
RF | 0.876 | 7511.859 | 0.924 | 5642.512 |
GBDT | 0.909 | 6329.890 | 0.937 | 5224.746 |
Model | Default hyperparameters | Optimal hyperparameters | ||
---|---|---|---|---|
R2 | RMSE | R2 | RMSE | |
RF | 0.876 | 7511.859 | 0.924 | 5642.512 |
GBDT | 0.909 | 6329.890 | 0.937 | 5224.746 |