chapter  9
12 Pages

- Machine Learning and Predictive Modeling

As described in Chapter 4, ROC analysis has many applications in biomarker evaluation. The predictive ability of biomarkers for diagnostic and prognostic purposes relies heavily on their ability to produce an accurate estimate of the probability of disease or disease progression.