When using this awesome testing framework, this error was happening to me. Google didn't help and it was happening because of my stupidity, but I thought I should share a solution and save you a few minutes.
It was happening because I used to run the tests with
$ rspec spec
The case is - you don't need rspec to run minitests. Just run it like this
$ ruby spec/path/to/your/spec.rb