After introducing machine learning problems based on data, the paper has discussed the basic problems of machine learning, empirical risk minimization (ERM), complexity and generalization capacity.

• 摘要通过对基于数据的机器学习问题介绍，阐述了机器学习的主要问题、经验风险最小化、复杂性与推广能力问题。