机器学习技法笔记：05 Kernel Logistic Regression

Roadmap

图1 Roadmap

Soft-Margin SVM as Regularized Model

图2 Soft-Margin SVM as Regularized Model1

图3 Soft-Margin SVM as Regularized Model2

图4 Soft-Margin SVM as Regularized Model3

图5 Soft-Margin SVM as Regularized Model4

SVM versus Logistic Regression

图6 SVM versus Logistic Regression1

图7 SVM versus Logistic Regression2

图8 SVM versus Logistic Regression3

SVM for Soft Binary Classification

图9 SVM for Soft Binary Classification1

图10 SVM for Soft Binary Classification2

图11 SVM for Soft Binary Classification3

Kernel Logistic Regression

图12 Kernel Logistic Regression1

图13 Kernel Logistic Regression2

图14 Kernel Logistic Regression3

图15 Kernel Logistic Regression4

Summary

图16 Summary