ASP..net 5 RC1 Virtual Directory Deployment

I am creating an MVC app using ASP.net 5 RC1. When I deploy the app to IIS as a web site, the site works fine. When I deploy it as a virtual directory under the Default Web site, it doesn't work and displays a 404 Error.

I played with the web config HTTPPlatform Handler but couldn't get it to work.