I was getting the same error:
The way I solved it is by me going to (on Mac) Eclipse/Preferences/JavaFX
SceneBuilder executable, click on "Browse" then select the application SceneBuilder.
that should fix it. Apply and close.
Now try it again and it should open it up. Hope this helps.