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. Author manuscript; available in PMC: 2016 Dec 8.
Published in final edited form as: Pac Symp Biocomput. 2016;22:207–218. doi: 10.1142/9789813207813_0021

Figure 5.

Figure 5

Effect of non-random spiked-in missing data on imputation (measured in root mean squared error). Autoencoder w/Dropout (2 layer 500 nodes each), SVD – SVDImpute with rank of 40, KNN - KNNimpute with 7 neighbors, Mean – Column Mean Averaging, Median – column median averaging, SI – SoftImpute.