When a new approach is proposed, it's common to evaluate its performance against already established algorithms, like simple linear or lasso regression in this case. I'm sorry, but I don't see how your algorithm fares against the baselines, I don't even see any established real-world regression datasets. I would advise you to look into that and test your model in a more controlled manner.