The receiver operating characteristics (ROC) curve is typically employed when one wants to evaluate the discriminatory capability of a continuous or ordinal biomarker in the case where two groups are
Statistically significant differences (), as compared to using all the features and measured by a two-tailed t-test, are marked as ‘+’ (positive differences) and ‘−’ (negative differences).