Regression Data Analysis, Overfitting, Loocv, Crossvalidation, Calibration.
see patterns or systematic deviations in the residuals, this may indicate that the model is not capturing all relevant features of the data and may be overfitting. Consider domain knowledge: Incorporate domain knowledge or prior expectations about the data generation process to guide the selection