I had this problem for my bachelor thesis. I used some other paper about machine learning and changed some parameters. Others I didn't touch because I didn't knew what they do. Now I have to explain why I copied those parameters. I just wrote in testing they proved to be the best.
No the truth is scientifically proven that they don't(at least those that are certified in the EU)
Your side may overlap with the truth.