Abscondence

The state or quality of being absent from a place, especially by fleeing or escaping secretly.

From 'abscond' with the abstract noun suffix '-ence'. This is a rare, technical term that combines the concrete action of fleeing with an abstract noun form, similar to 'absence' but with implications of intentional evasion.