Predictions, Lasso Regression, Model Averaging, Spline Regression, Crossvalidation.
Akaike Information Criterion. It is a metric that is useless for evaluating a single model, but quite helpful in comparing models. Do not that it is outcome dependent — you cannot compare a model and it’s log transformed variant with the AIC. If you want to dive deeper into evaluation heaven (or