Accessing Windows Server 2008 R2 with Windows 10 Remote Desktop app

I'm trying to connect to a Windows Server 2008 R2 machine using the Windows 10 remote desktop app (version 10.1.997.0) from the App Store.

Windows 2008 VPS via Accessing Windows Server 2008 R2 with Windows 10 Remote Desktop app.