Imputation on GasSensor
0.02MSEPSW
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PSWMissing mechanism=MNAR, Missing ratios=10%, 50%, 90% (avg)2026.01 | 0.02 | 0.02 | |
| BRITSMissing mechanism=MNAR, Missing ratios=10%, 50%, 90% (avg)2026.01 | 0.08 | 0.1 | |
| DRIOMissing mechanism=MNAR, Missing ratios=10%, 50%, 90% (avg), Backbone=BRITS2026.01 | 0.09 | 0.06 | |
| MDOTMissing mechanism=MNAR, Missing ratios=10%, 50%, 90% (avg)2026.01 | 0.41 | 0.28 | |
| MFMissing mechanism=MNAR, Missing ratios=10%, 50%, 90% (avg)2026.01 | 0.57 | 0.15 | |
| CSDIMissing mechanism=MNAR, Missing ratios=10%, 50%, 90% (avg)2026.01 | 0.64 | 0.35 | |
| nMWMissing mechanism=MNAR, Missing ratios=10%, 50%, 90% (avg)2026.01 | 1.28 | 0.57 | |
| MeanMissing mechanism=MNAR, Missing ratios=10%, 50%, 90% (avg)2026.01 | 1.4 | 0.44 |