Regression on space_ga
0.0711RMSESVR
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SVRConfiguration=Pipeline2026.05 | 0.0711 | — | — | — | |
| RidgeConfiguration=Pipeline2026.05 | 0.0718 | — | — | — | |
| MLPConfiguration=Pipeline2026.05 | 0.0729 | — | — | — | |
| LRConfiguration=Pipeline2026.05 | 0.0733 | — | — | — | |
| SVRConfiguration=Single2026.05 | 0.0739 | — | — | — | |
| XGBConfiguration=Pipeline2026.05 | 0.0745 | — | — | — | |
| MLPConfiguration=Single2026.05 | 0.0751 | — | — | — | |
| KNNConfiguration=Pipeline2026.05 | 0.0773 | — | — | — | |
| KNNConfiguration=Single2026.05 | 0.0831 | — | — | — | |
| XGBConfiguration=Single2026.05 | 0.0866 | — | — | — | |
| RidgeConfiguration=Single2026.05 | 0.0915 | — | — | — | |
| LRConfiguration=Single2026.05 | 0.0918 | — | — | — | |
| ChebyKANFLOPs=720, Param.=2852024.05 | — | — | — | 0.3139 | |
| FastKANFLOPs=1551, Param.=5532024.05 | — | — | — | 0.4465 | |
| FourierKANFLOPs=1365, Param.=5802024.05 | — | — | — | 1.11 | |
| KANFLOPs=2481, Param.=5132024.05 | — | — | — | 0.3318 | |
| KNNPipeline Configuration=Single2026.05 | — | — | 0.0571 | — | |
| KNNPipeline Configuration=Pipeline2026.05 | — | 10.48 | 0.0543 | — | |
| LRPipeline Configuration=Single2026.05 | — | — | 0.0675 | — | |
| LRPipeline Configuration=Pipeline2026.05 | — | 10.48 | 0.0568 | — | |
| MLPPipeline Configuration=Single2026.05 | — | — | 0.0566 | — | |
| MLPPipeline Configuration=Pipeline2026.05 | — | 10.48 | 0.0531 | — | |
| RidgePipeline Configuration=Single2026.05 | — | — | 0.0678 | — | |
| RidgePipeline Configuration=Pipeline2026.05 | — | 10.48 | 0.0556 | — | |
| SVRPipeline Configuration=Single2026.05 | — | — | 0.0559 | — | |
| SVRPipeline Configuration=Pipeline2026.05 | — | 10.48 | 0.0509 | — | |
| TNFLOPs=256, Param.=2672024.05 | — | — | — | 0.0055 | |
| XGBPipeline Configuration=Single2026.05 | — | — | 0.0623 | — | |
| XGBPipeline Configuration=Pipeline2026.05 | — | 10.48 | 0.0567 | — |