How to optimize parameter in linear Regression?

hello!!
I create a multiple linear regression model by doing hyperparameter tuning using the operator optimize parameter, but I'm confused about what hyperparameters I should optimize in the rapid miner to avoid overfitting?

I hope someone can help me in solving this problem.