Sometimes Windows picks up wrong profile for you network and there is no obvious (or even any?) way to change this via GUI. But you can easily do this with PowerShell (v4.0 or newer):
Get-NetConnectionProfile | Set-NetConnectionProfile -NetworkCategory Private
I guess looking at above and keeping in mind that you have get-help cmdlet changing Network Profile is no longer an issue for you.