Regression on cadata 20640x8
2.19Mean MSELGBM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LGBMevaluation_protocol=5 x 4 nested cross-validation, scale=10^92021.12 | 2.19 | 0.97 | |
| XGBevaluation_protocol=5 x 4 nested cross-validation, scale=10^92021.12 | 2.25 | 0.13 | |
| RFevaluation_protocol=5 x 4 nested cross-validation, scale=10^92021.12 | 2.42 | 0.07 | |
| LESS-Bevaluation_protocol=5 x 4 nested cross-validation, scale=10^92021.12 | 2.63 | 0.52 | |
| GPRevaluation_protocol=5 x 4 nested cross-validation, scale=10^92021.12 | 2.88 | 0.08 | |
| TSKevaluation_protocol=5 x 4 nested cross-validation, scale=10^92021.12 | 2.97 | 0.08 | |
| MLPevaluation_protocol=5 x 4 nested cross-validation, scale=10^92021.12 | 2.97 | 0.15 | |
| LocRevaluation_protocol=5 x 4 nested cross-validation, scale=10^92021.12 | 3.1 | 0.08 | |
| LESS-Aevaluation_protocol=5 x 4 nested cross-validation, scale=10^92021.12 | 3.48 | 0.12 | |
| KNNevaluation_protocol=5 x 4 nested cross-validation, scale=10^92021.12 | 3.78 | 0.13 | |
| MAGevaluation_protocol=5 x 4 nested cross-validation, scale=10^92021.12 | 6.35 | 0.73 |