Table 7 Performance measure reported by tenfold cross-validation.
Folds | XGBoost (RMSE) | GradientBoosting (RMSE) | CatBoost (RMSE) |
|---|---|---|---|
Fold-1 | 0.0189 | 0.0236 | 0.0241 |
Fold-2 | 0.0207 | 0.0280 | 0.0289 |
Fold-3 | 0.0251 | 0.0225 | 0.0224 |
Fold-4 | 0.0145 | 0.0172 | 0.0196 |
Fold-5 | 0.0181 | 0.0259 | 0.0286 |
Fold-6 | 0.0176 | 0.0232 | 0.0209 |
Fold-7 | 0.0259 | 0.0183 | 0.0187 |
Fold-8 | 0.0193 | 0.0212 | 0.0203 |
Fold-9 | 0.0156 | 0.0288 | 0.0270 |
Fold-10 | 0.0224 | 0.0240 | 0.0255 |
Folds mean | 0.0198 | 0.0232 | 0.0236 |
