Double Descent - What is the double descent of the prediction risk?

Machine learning models with different parameters may be represented by the 'double descent' risk curve, which shows the accuracy of out-of-sample predictions. Using the least squares/least norm predictor, this study gives a thorough mathematical explanation for the form of the curve in two fundamental data models.