Time Series Regression on HouseholdPowerC1 (test)
142.4RMSECNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CNNModel Category=Black-box2025.12 | 142.4 | 92.4 | |
| ROCKETModel Category=Black-box2025.12 | 146.56 | 91.95 | |
| LassoModel Category=Interpretable2025.12 | 151.99 | 91.34 | |
| MultiROCKETModel Category=Black-box2025.12 | 152.15 | 91.53 | |
| RidgeModel Category=Interpretable2025.12 | 152.7 | 91.26 | |
| MAGNETSModel Category=Interpretable, lambda_spars=included, lambda_ortho=02025.12 | 153.2 | 91.2 | |
| MAGNETSModel Category=Interpretable, lambda_spars=included, lambda_ortho=12025.12 | 153.24 | 91.19 | |
| GATSMModel Category=Interpretable2025.12 | 160.18 | 90.38 | |
| NATM-TimeModel Category=Interpretable2025.12 | 167.33 | 89.5 | |
| Optimal SummariesModel Category=Interpretable, lambda_spars=included, lambda_cos=02025.12 | 181.4 | 87.66 | |
| Random ForestModel Category=Black-box2025.12 | 240.44 | 78.32 | |
| Optimal SummariesModel Category=Interpretable, lambda_spars=included, lambda_cos=0.12025.12 | 267.61 | 73.14 | |
| NATM-FeatureModel Category=Interpretable2025.12 | 446.43 | 25.23 | |
| MeanModel Category=Interpretable2025.12 | 521.12 | -1.83 | |
| NATMModel Category=Interpretable2025.12 | 623.81 | -45.93 |