Predictions, Lasso Regression, Model Averaging, Spline Regression, Crossvalidation.
see how your model performs, use a new dataset and your model to score that new dataset. Because up until now, I have not really shown you how to use the model you made. The only thing you did was gather data, split the data, select variables, repeat that process and evaluate your model. However,