Definition:
An actionable metric is one that ties specific and repeatable actions to observed results. The opposite of actionable metrics are vanity metrics which only serve to document the current state of the product but offer no insight into how we got here or what to do next.
Further Reading:
Book: The Lean Startup by Eric Ries