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


The 'double descent' risk curve was introduced to depict the out-of-sample prediction accuracy of machine learning models with varying parameters. This paper provides a detailed mathematical explanation for the curve's shape in two basic data models using the least squares/least norm predictor.