Table 3:
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.