I am dusting off my knowledge about machine learning and data science, and stumbled upon this handy definition of false positives, false negatives, and a bunch of definitions (I always find it hard to keep them apart). I turned them into a slide template that is not part of the SlideMagic library for you to use in your own presentations.
(I use this course if you are interested)