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Table 2 Ovarian Cancer Data (with the bootstrap standard error in parenthesis). Implementation results of TGDR-AUC algorithm to MS ovarian cancer data.

From: On the analysis of glycomics mass spectrometry data via the regularized area under the ROC curve

Estimators Low-dimensional High-dimensional
Empirical AUC 0.953656(0.00126) 0.994987(0.0002527)
τ 1 0.1
λ 0.081559 0.000436