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UMAP Parameter space exploration
| Available | Reduced parameter set | All 9 parameters | ||||
|---|---|---|---|---|---|---|
| Pipeline | Combinat. | R | Selected parameters | Regressor | R | Regressor |
| Uniform | 2173 | 0.825 | LR,LC,Metr,MiD,NN | HGBRa | 0.820 | HGBR |
| RS,Mix,Sp | ||||||
| Log-z | 2170 | 0.825 | LR,LC,Metr,MiD,NN | HGBR | 0.825 | HGBR |
| RS,Mix,Sp,NSR | ||||||
| Normal | 2173 | 0.810 | LR,LC,Metr,MiD,NN | HGBR | 0.803 | HGBR |
| RS,Mix,Sp | ||||||
aHistogram-based Gradient Boosting Regression Tree
