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. 2020 Jul 10;9(7):giaa076. doi: 10.1093/gigascience/giaa076

Table 3:

The mean PR-AUC for recovering prognosis-related genes according to the imputed relative to the actual gene expression data.

Missing rate SVD TOBMI Lasso TDimpute-self TDimpute
10% 5.53* 5.83 5.55 5.71 5.91
30% 3.46* 4.08 3.71* 4.22 4.25
50% 2.08* 2.74 2.42* 2.94 3.06
70% 1.14* 1.60* 1.33* 1.87 2.03
90% 0.56* 0.47* 0.49* 0.89* 1.14

*Statistical significance (paired t-test, P-value < 0.05) between TDimpute and other methods. TDimpute had the best results in all comparisons.