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Table 1 Optimum parameter values for the imputation methods in our study. BPCA and LLS did not require parameter optimization.

From: Which missing value imputation method to use in expression profiles: a comparative study and two selection schemes

Method Parameter/Values tested Optimal Value
   ALI ALO BAL CAU GAS GOL ROS SP.AFA SP.ELU
KNN.e K = (5,10,15,25,50,100,200) 5 5 10 15 10 15 5 10 15
KNN.c K = (5,10,15,25,50,100,200) 10 10 15 15 10 15 5 15 25
OLS.c K = (5,10,15,25,50,100,200) 10 10 10 15 5 10 5 25 200
PLS C = (2,3,4,5,6,7,8,9,10,15,25) 8 10 15 8 10 5 15 8 9
SVD p = 0.05 to 0.5, by 0.05 0.1 0.25 0.2 0.25 0.15 0.15 0.15 0.2 0.15
LLS k (values tested depended on data set) 710 710 710 2397 2397 1598 710 210 210