go stag
go stag {v. phr.}
1. To go to a dance or party without a companion of the opposite sex.
When Sally turned him down, Tom decided to go stag to the college prom.
2. To participate in a party for men only.
Mrs. Smith's husband frequently goes stag, leaving her at home.
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Source: A Dictionary of American Idioms