Table 1 Simulation Study Result. Summary statistics of the simulation results of TGDR-AUC algorithm.
From: On the analysis of glycomics mass spectrometry data via the regularized area under the ROC curve
p | n | Bias | Mean of Empirical AUC | Median of AUC | Standard Error |
|---|---|---|---|---|---|
10 | 5 | 0.0088 | 0.9588 | 1 | 0.0857 |
10 | 10 | 0.01674 | 0.96674 | 1 | 0.0535 |
10 | 25 | 0.0087 | 0.9587 | 0.96 | 0.0375 |
10 | 50 | 0.0009 | 0.9509 | 0.9576 | 0.0300 |
25 | 5 | 0.0166 | 0.9666 | 1 | 0.0779 |
25 | 10 | 0.0226 | 0.9726 | 1 | 0.047 |
25 | 25 | 0.016 | 0.966 | 0.968 | 0.0338 |
25 | 50 | 0.007 | 0.957 | 0.96 | 0.0273 |
50 | 5 | 0.0172 | 0.9672 | 1 | 0.0795 |
50 | 10 | 0.028 | 0.978 | 1 | 0.0473 |
50 | 25 | 0.0218 | 0.9718 | 0.9808 | 0.0311 |
50 | 50 | 0.0086 | 0.9586 | 0.96 | 0.0268 |