Introduction - If you have any usage issues, please Google them yourself
wikipedia machine learning mini book: Computational learning theory (calculated learning theory) comparison theory, a collection of statistical learning theory, VC theory, PAC learning basic concepts stability, online learning and distributed learning. Shun pieces of reference can be more in-depth study.