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Performances of different imputation techniques, for a varying percentage of missing values based upon the missing completely at random (MCAR) assumption. Imputed values were compared against the gold standard (GS) values. Techniques include random forest (RF), k-nearest neighbors (KNN), low-rank matrix approximation (MA), and mean. The gray zone around each line displays 0.95 confident interval around at each percentage.
