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ResearchFormerly WizWand

Signal Imputation on Wearable Health Data

0.122MSESensorFM-B
0.085880.329690.57350.81731May 21, 2026
Updated 5mo ago

Evaluation results

MethodLinks
SensorFM-BSignal Missingness Ratio=2/262026.050.122
SensorFM-BSignal Missingness Ratio=6/262026.050.137
SensorFM-BSignal Missingness Ratio=12/262026.050.17
SensorFM-BSignal Missingness Ratio=20/262026.050.236
Mean FillSignal Missingness Ratio=2/262026.051.016
NN FillSignal Missingness Ratio=2/262026.051.016
Linear Interp.Signal Missingness Ratio=2/262026.051.016
Mean FillSignal Missingness Ratio=6/262026.051.02
NN FillSignal Missingness Ratio=6/262026.051.02
Linear Interp.Signal Missingness Ratio=6/262026.051.02
Mean FillSignal Missingness Ratio=20/262026.051.022
NN FillSignal Missingness Ratio=20/262026.051.022
Linear Interp.Signal Missingness Ratio=20/262026.051.022
Mean FillSignal Missingness Ratio=12/262026.051.025
NN FillSignal Missingness Ratio=12/262026.051.025
Linear Interp.Signal Missingness Ratio=12/262026.051.025