Regression on housing (Mean MSE, Std MSE)
12.31Mean MSEMLP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MLPevaluation_protocol=5 x 4 nested cross-validation2021.12 | 12.31 | 6.48 | |
| LESS-Bevaluation_protocol=5 x 4 nested cross-validation2021.12 | 12.63 | 7.91 | |
| RFevaluation_protocol=5 x 4 nested cross-validation2021.12 | 12.71 | 7.75 | |
| LocRevaluation_protocol=5 x 4 nested cross-validation2021.12 | 13.71 | 8.35 | |
| LESS-Aevaluation_protocol=5 x 4 nested cross-validation2021.12 | 14.16 | 8.38 | |
| LGBMevaluation_protocol=5 x 4 nested cross-validation2021.12 | 14.43 | 7.01 | |
| XGBevaluation_protocol=5 x 4 nested cross-validation2021.12 | 16.03 | 6.57 | |
| TSKevaluation_protocol=5 x 4 nested cross-validation2021.12 | 16.59 | 6.04 | |
| ANFISevaluation_protocol=5 x 4 nested cross-validation2021.12 | 17.28 | 6.43 | |
| KNNevaluation_protocol=5 x 4 nested cross-validation2021.12 | 24.05 | 10.79 | |
| GPRevaluation_protocol=5 x 4 nested cross-validation2021.12 | 26.63 | 12.27 | |
| MAGevaluation_protocol=5 x 4 nested cross-validation2021.12 | 60.1 | 19.8 |