Error creating the Web Proxy specified in the configuration section.

I came across the following error when calling a WCF service:

Error creating the Web Proxy specified in the 'system.net/defaultProxy' configuration section.

This error was being generated because the project was stored on a network drive. After moving the project to local disk it called the service correctly and no error was generated.