It doesn't mean that the wine has magically improved. It is dependant upon several factors, including alcohol and tannin content.
Mahogany is a light brown color if left not finished. Later as you obtain experience you'll be able to tell apart acidity from tannins. http://mistyoaksvineyard.com/