Reviewing the mathematical derivation of SMO in SVM by ONE-CLASS-SVM--recording thesis 5

In this paper, some decision tree algorithms are documented, this is the pit where the mathematical derivation of SMO in SVM is borrowed OC-SVM.

Reference documents:

1. Http://research.microsoft.com/pubs/69644/tr-98-14.pdf
2. Https://inst.eecs.berkeley.edu/~ee227a/fa10/login/l_dual_strong.html
3. Https://inst.eecs.berkeley.edu/~ee127a/book/login/l_sdual_slater.html
4. Http://www.cnblogs.com/jerrylead/archive/2011/03/18/1988419.html
5. Http://w.svms.org/training/BOGV92.pdf

This paper reviews the specific mathematical derivation of the SMO solution SVM. The same SMO algorithm can be used to solve the OC-SVM, and the mathematical derivation of the concrete solution will be free to write later.

Reviewing the mathematical derivation of SMO in SVM by ONE-CLASS-SVM--recording thesis 5