A theory is a good theory if it satisfies two requirements: it must accurately describe a large class of observations on the basis of a model that contains only a few arbitrary elements, and it must make definite predictions about the results of future observations.
A Briefer History of Time: The Science Classic Made More Accessible (ed. Bantam, 2007) - ISBN: 9780307417848