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.
Pssst. Want to be notified when the book is ready? It's written for people just like you.