From: Dynamic model updating (DMU) approach for statistical learning model building with missing data
Technique | Average (MSE (Method)/MSE (Mean Imputation) (S = 5) | |
---|---|---|
NCR (95% CI) | SCR (95% CI) | |
SLR (95% CI) | – | 7.24 (1.03–13.46) |
KNN (95% CI) | – | 1.00 (0.99–1.01) |
SLRM (95% CI) | 0.98 (0.97–1.00) | 0.98 (0.97–1.00) |
RF (95% CI) | 1.03 (0.99–1.06) | 1.01 (0.99–1.02) |
DMU (95% CI) | 0.92 (0.86–0.98) | 0.97 (0.92–1.02) |