Answer to the example: Rihanna is correct. @Sparkle, you had the right instincts. You got the numerator right, you understood what goes into the denominator (when you said "overall"), but considered only one aspect and neglected the other. This is quite common, although most people don't even get that far. Dealing with probabilities is tricky. Let's clarify using natural frequencies.