Probabilistic Forecasting on Online Retail
0.4819q10 LossTSB-HB
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| TSB-HBPrediction Type=Hierarchical Bayesian2025.11 | 0.4819 | 1.1894 | 2.2933 | 2.9731 | 2.6585 | 1.9192 | |
| AutoThetaPrediction Type=Parametric2025.11 | 0.5204 | 1.4316 | 3.2488 | 4.1637 | 3.0948 | 2.4919 | |
| AutoARIMAPrediction Type=Parametric2025.11 | 0.6685 | 1.4704 | 2.9979 | 3.7263 | 2.839 | 2.3404 | |
| CP-TSBPrediction Type=Conformal Prediction (CP)2025.11 | 1.1996 | 2.101 | 2.7836 | 3.1806 | 3.2302 | 2.499 | |
| CP-ADIDAPrediction Type=Conformal Prediction (CP)2025.11 | 1.2551 | 2.1597 | 2.7758 | 3.0327 | 3.0233 | 2.4493 | |
| CP-IMAPAPrediction Type=Conformal Prediction (CP)2025.11 | 1.2768 | 2.1855 | 2.7891 | 3.0396 | 3.0278 | 2.4638 | |
| CP-CrostonSBAPrediction Type=Conformal Prediction (CP)2025.11 | 1.308 | 2.1866 | 2.8547 | 3.0911 | 3.0155 | 2.4912 | |
| CP-CrostonClassicPrediction Type=Conformal Prediction (CP)2025.11 | 1.3585 | 2.2554 | 2.9033 | 3.0939 | 2.9951 | 2.5212 |