Is cross validation enough to validate the quality of fitting? How leave one out cross validation can be used instead of AIC?

I have two different types of models (polynomial and gaussian) and I need to find out which one fits the data most reliably and describes the underlying phenomena best. I am aware that AIC and BIC...

10 October 2016 2,910 3 View