I have a 12% holdout cross validation and I've done a bunch of repetitions which gives me a distribution of scores for each method.
I'd like to do some sort of hypothesis testing for comparing methods. Each score I have is unitary value between 0 and 1. A view at a histogram yields an approximately normal distribution.
Could a t-test be valid in this scenario?