Predictions, Lasso Regression, Model Averaging, Spline Regression, Crossvalidation.
trained in. Once released into the wild, it will often fail tremendously which is a natural result when a model is trying so hard it models noise, instead of just a signal. Below some examples. Just look at the number of predictors included. No wonder the R² equals almost one. If this is happening