Blackout Imputation on Seattle Inductive Loop Detector 2015 (val)
4.195RMSE (mph)MNAR (LDS)
Evaluation results
| Method | Links | |
|---|---|---|
| MNAR (LDS)K=20, EM iterations=20 (10 warm-start + 10 MNAR updated)2026.01 | 4.195 | |
| MAR (LDS)K=20, EM iterations=102026.01 | 4.229 | |
| LinearInterp + SeasonalNaive2026.01 | 5.024 | |
| LOCF2026.01 | 7.021 |