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Training time of each fold using RF and GBRT. GBRT needed longer time to train (1068 s on average) compared to RF (20.8 s on average) (KF method was used for splitting the dataset and augmented images were used for training)
| Training time per fold (s) | ||
|---|---|---|
| RF | GBRT | |
| Fold 0 | 22 | 1039 |
| Fold 1 | 21 | 1084 |
| Fold 2 | 21 | 1111 |
| Fold 3 | 20 | 1054 |
| Fold 4 | 20 | 1053 |
| Mean ± std | 20.8 ± 0.7 | 1068.2 ± 25.9 |
