Applied Machine Learning, Part 2: ROC Curves using MATLAB

Use ROC curves to assess classification models. ROC curves plot the true positive rate vs. the false positive rate for different values of a threshold. 
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This video walks through several examples that illustrate broadly what ROC curves are and why you’d use them. It also outlines interesting scenarios you may encounter when using ROC curves.