Predictions, Lasso Regression, Model Averaging, Spline Regression, Crossvalidation.
you can see from various examples below. Of course, I already presented various examples above as well. Model Evaluation is not R²!!!!! The R² statistic tells you how much of the total variance is explained by the model. We strive to reach a high percentage of explanation, but just looking at R²