Distributional Regression on bikesharing (test)
0.4324LPPDα = 0.01 (DE ref.)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| α = 0.01 (DE ref.)Evaluation Mode=Single chain, Architecture=16x4 MLP, Alpha level=0.01, Reference type=DE ref.2026.04 | 0.4324 | 1.6 | 625 | |
| α = 0.001 (DE ref.)Evaluation Mode=Single chain, Architecture=16x4 MLP, Alpha level=0.001, Reference type=DE ref.2026.04 | 0.4348 | 1.6 | 625 | |
| DNNEvaluation Mode=Single chain, Architecture=16x4 MLP2026.04 | 0.444 | 1 | 1,000 | |
| α = 0.01 (Sample ref.)Evaluation Mode=Single chain, Architecture=16x4 MLP, Alpha level=0.01, Reference type=Sample ref.2026.04 | 0.5053 | 4 | 250 | |
| α = 0.001 (Sample ref.)Evaluation Mode=Single chain, Architecture=16x4 MLP, Alpha level=0.001, Reference type=Sample ref.2026.04 | 0.5057 | 4.1 | 243.9 | |
| DEEvaluation Mode=Ensemble, Architecture=16x4 MLP, Members=162026.04 | 0.5551 | 16 | 1,000 | |
| FullEvaluation Mode=Single chain, Architecture=16x4 MLP2026.04 | 0.6289 | 1,000 | 1 | |
| α = 0.01 (DE ref.)Evaluation Mode=Ensemble, Architecture=16x4 MLP, Alpha level=0.01, Reference type=DE ref., Members=162026.04 | 0.727 | 25 | 640 | |
| α = 0.001 (DE ref.)Evaluation Mode=Ensemble, Architecture=16x4 MLP, Alpha level=0.001, Reference type=DE ref., Members=162026.04 | 0.7287 | 26 | 615.4 | |
| α = 0.01 (Sample ref.)Evaluation Mode=Ensemble, Architecture=16x4 MLP, Alpha level=0.01, Reference type=Sample ref., Members=162026.04 | 0.7493 | 64 | 250 | |
| α = 0.001 (Sample ref.)Evaluation Mode=Ensemble, Architecture=16x4 MLP, Alpha level=0.001, Reference type=Sample ref., Members=162026.04 | 0.7499 | 66 | 242.4 | |
| FullEvaluation Mode=Ensemble, Architecture=16x4 MLP, Members=162026.04 | 0.7631 | 16,000 | 1 |