You shouldn't skip class without notice.

Literal

Without-notice absent-be should-not.

無断 = 'without permission, without notice' — 無 (none) + 断 (refusal, formal notification). 欠席 = 'absence' (schools, meetings). すべきではない = 'should not' — the negative of べき with the formal copula. Formal school/office register.