Meaning
An unannounced or unauthorized departure, especially from a social gathering or work.
Literal Meaning
To leave a social gathering without saying goodbye or without permission, often implying a lack of courtesy.
Example
“Feeling bored, he decided to take French leave from the party without saying goodbye to anyone.”