Removing an auto-suggested site from Chrome

Sometimes URL mis-spellings like calendar.googe.com etc can continue to stay in your Chrome. Removing them from History doesn't seem to work. Here's a simple way to kill them.

While Chrome is still autosuggesting as you type,

Shift + Backspace

Shift + Fn + Delete (Mac).

Done.