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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