How Do I delete Ultimate Facebook Plugin?

I am trying to delete the ultimate Facebook plugin from the plugins section in my wp admin panel, but nothing happens.

How can I delete it?

Can I delete it by just deleting the plugin folder from wp-content/plugins folder?

Thanks