Idea: Figure out how to mine a very unpopular currency so you don't have to share the mining task with others?

I'm not entirely knowledgeable about mining, but I have an idea. What if you started mining a minable cryptocurrency that barely anyone uses or mines? Would this allow you to be able to get more profit out of it than a coin that hundreds of thousands of people are mining?