An introduction to ROC analysis (Fawcett, 2006) [mandatory: first seven sections]
A very accessible paper about ROC curves.
Click https://ccrma.stanford.edu/workshops/mir2009/references/ROCintro.pdf link to open resource.
A very accessible paper about ROC curves.