Why was "Out of This World" cancelled after 4 seasons in 1991?

Was it simply a ratings issue? I mean the show ended on a cliffhanger, so it was quite obvious that the producers weren't exactly ready to wrap things up quite yet. I would like to assume that they threw in the cliffhanger ending in hopes to persuade the powers that be to give it at least one more year.