No.
Last time I checked, the way it works is that men go to women and try to solicit their number, not the other way around (unless you're as good looking as me, of course). I can even back this up with data from dating website's. Long story short; men as a whole find ~50% of women attractive; women as a whole find ~15- ~20% of men attractive.
In other words. When women cheat they mostly share the same top 20% of men. While the majority of cheating men have to do with the bottom ~50% women (thus below average looking).
SIDENOTE: This equation assumes that people only go for looks. Which is the case for cheating.
EDIT: Forgot to mention that since most men have to do with the below average looking women when they want to cheat, most men simply can't cheat, even if they wanted to since they are not good looking enough for the women they desire.