[monktastic1]

The metric you're talking about is called the "false discovery rate": https://en.wikipedia.org/wiki/False_discovery_rate

I also have a hard time keeping these all straight: https://en.wikipedia.org/wiki/Sensitivity_and_specificity#Ap...