Did Andrew Jackson name The Hermitage, and what does it mean?

Jackson letters after he purchased The Hermitage were initially addressed as from Rural Retreat. A few months later, Jackson began addressing his letters as from The Hermitage. This evidence suggests that Jackson named the property, but it is not known why he chose the name. Hermitage essentially means a place where a hermit would live.