Table 3.
Table of performance of the 11 best features.
Features | AUC | t-tests | 95% CI |
---|---|---|---|
m/z 145 | 0.795 | 1.448E-6 | 0.657–0.896 |
m/z 97 | 0.787 | 1.597E-6 | 0.657–0.898 |
m/z 325 | 0.773 | 2.233E-5 | 0.627–0.896 |
m/z 268 | 0.759 | 4.564E-6 | 0.614–0.866 |
m/z 263 | 0.753 | 5.996E-6 | 0.642–0.874 |
m/z 219 | 0.712 | 1.177E-4 | 0.162–0.798 |
m/z 162 | 0.656 | 0.00195 | 0.225–0.710 |
m/z 288 | 0.634 | 0.00499 | 0.252–0.708 |
m/z 148 | 0.630 | 0.01778 | 0.238–0.624 |
m/z 198 | 0.619 | 0.01368 | 0.197–0.594 |
m/z 167 | 0.541 | 0.01796 | 0.190–0.715 |
Ranking of the 11 best predictive features by the AUC value from univariate ROC curves.