Unable to delete Virtual Networks.

I have created  Virtual Networks on my Azure account, with point-to-site connectivity enabled. 
But I dont have any connections actively connected to the network. 
When I go to the "configure" page for eahc of these networks in the management portal, I see a message saying the network is in use and I am unable to delete these networks. 

Can anyone please help me in deleting.