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) |
Ï„ | 1 | 0.1 |
λ | 0.081559 | 0.000436 |