Presidents of the USA

Today is Presidents Day - for most a federal holiday giving you a 3-day weekend, but by definition what is this day?  Are we saluting all of the Presidents of The United States of America?  Well by definition not really, and yet the title of today seems all encompassing for every man who served this country's highest office.  How did get top this point?