# Empirical Risk and True Risk >**Risk** is defined as the expected value of your loss under the distribution that gives rise to your data.   A few key notes around this topic: * Supervised learning is (usually) empirical risk minimization --- Date: 20211203 Links to: [Machine-Learning](Machine-Learning.md) Tags: References: * []()