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. 2021 Nov 30;63(6):1232–1246. doi: 10.5187/jast.2021.e117

Table 5. Average imputation accuracy of validation data sets.

Density No. Ref Val 1 Val 2 Val 3 Val 4 Average SD
5k 500 0.796 0.789 0.797 0.792 0.793 0.004
1,000 0.862 0.938 0.862 0.861 0.881 0.038
1,500 0.886 0.883 0.888 0.886 0.886 0.002
2,000 0.899 0.897 0.902 0.9 0.9 0.002
2,000+ 0.929 0.926 0.931 0.929 0.929 0.002
10k 500 0.864 0.859 0.864 0.861 0.862 0.002
1,000 0.909 0.907 0.911 0.91 0.909 0.002
1,500 0.927 0.924 0.928 0.927 0.926 0.001
2,000 0.936 0.934 0.938 0.937 0.936 0.002
2,000+ 0.955 0.953 0.956 0.955 0.955 0.001
15k 500 0.907 0.904 0.908 0.906 0.906 0.002
1,000 0.938 0.936 0.939 0.938 0.937 0.001
1,500 0.949 0.948 0.951 0.95 0.949 0.001
2,000 0.955 0.954 0.957 0.956 0.956 0.001
2,000+ 0.969 0.967 0.969 0.969 0.969 0.001

Ref, reference Val, validation.