Roadmap

图1 Roadmap

Motivation and Primal Problem

图2 Motivation and Primal Problem1
图3 Motivation and Primal Problem2
图4 Motivation and Primal Problem3
图5 Motivation and Primal Problem4

Dual Problem

图6 Dual Problem1
图7 Dual Problem2
图8 Dual Problem3
图9 Dual Problem4

Messages behind Soft-Margin SVM

图10 Messages behind Soft-Margin SVM1
图11 Messages behind Soft-Margin SVM2
图12 Messages behind Soft-Margin SVM3
图13 Messages behind Soft-Margin SVM4
图14 Messages behind Soft-Margin SVM5

Model Selection

图15 Model Selection1
图16 Model Selection2
图17 Model Selection3
图18 Model Selection4

Summary

图19 Summary