Original: This name was chosen to echo the American Whigs of 1776, who fought for independence and because "Whig" was then a widely recognized label of choice for people who saw themselves as opposing tyranny.
Simplified: Their name was chosen to tell people about the American Whigs of 1776, who fought for independence. "Whig" was then a widely recognized label of choice for people who saw themselves as opposing autocratic rule.