DeleteView responds to POST and GET requests, GET request display confirmation template, while POST deletes instance.
You can send POST request, without confirmation with form like this:
<form method="POST" action="{% url "your_delete_url_name" %}">
{% csrf_token %}<input type="submit" value="DELETE">
</form>
If you do not want to have a link instead form button, use some javascript to make invisible form, that will be submitted on link click.
It is not good practice to use GET request for updating or deleting, but if you really insist you can shortcut get method in your class view to post, ie:
def get(self, *args, **kwargs):
return self.post(*args, **kwargs)