Prediction Machines: The Simple Economics of Artificial Intelligence

by Ajay Agrawal

Unlike regression, machine learning predictions might be wrong on average, but when the predictions miss, they often don’t miss by much. Statisticians describe this as allowing some bias in exchange for reducing variance.