Predicted R²
How well the model predicts runs it was not fitted to, based on leave-one-out errors.
Predicted R² is computed from PRESS, the sum of squared leave-one-out prediction errors. A predicted R² far below R² is a warning of overfitting.
Try it in a real experiment