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. Author manuscript; available in PMC: 2019 Nov 23.
Published in final edited form as: Metabolomics. 2018 Nov 23;14(12):153. doi: 10.1007/s11306-018-1451-8

Fig. 4.

Fig. 4

Imputation error for kNN and NS-kNN on three different datasets with 30% MNAR-T missingness and varying fractions of MNAR of the total missingness. Curves represent the mean NRMSE for 100 randomly generated missingness datasets from the a bacteria, b mouse, and c human datasets. Error bars represent one standard deviation. Asterisks indicate statistical significance (p < 0.05). The increasing behavior of kNN in a is discussed in the Supplementary Information