Pliny the Elder (23-79) distinguished two kinds of villas: the villa urbana, a country seat that could easily be reached from Rome (or another city) for a night or two; and the villa rustica, the farm-house estate permanently occupied by the servants who generally had charge of the estate.
The Empire contained many kinds of villas, not all of them lavishly appointed with mosaic floors and frescoes.