From: Application of multiple statistical tests to enhance mass spectrometry-based biomarker discovery
Logistic Regression Model | Default | AIC-Optimal |
---|---|---|
Number of variables in final model | 2 | 5 |
Goodness of Fit | 0.669 | 0.882 |
AIC Statistic | 69.65 | 57.80 |
Area under ROC curve | 0.793 | 0.910 |
Sensitivity (%) | 63.16 | 57.89 |
Specificity (%) | 82.22 | 95.56 |
PPV (%) | 85.96 | 84.62 |
NPV (%) | 84.09 | 84.31 |
Percent accuracy (%) | 76.56 | 84.38 |