A perfectly acceptable term to use for your business if it is not yet meeting your financial needs.
You can simultaneously call it both a business and a hobby. The important thing is that when you're all alone and work on your 'hobby' you still treat it like a business.
My book "Choose Your First Product" is available now.
It gives you 4 easy steps to find and validate a humble product idea.