北京交通大学机器学习ppt_-KNN-SVM.pptx

Lecture 6 K 近邻与SVM;K近邻分类;线性判别分析;两类线性分类学习问题;线性 SVM;6;7;Margin;9;10;11;12;Hinge Loss;n-SVM;15;16;17;Defining kernels;Fixed kernel combination Adaptive kernel combination Localized kernel combination;Multiclass Kernel Machines;21;22;Kernel Regression;Kernel Machines for Ranking;One-Class Kernel Machines;26;Large Margin Nearest Neighbor;LMNN algorithm (Weinberger and Saul 2009) LMCA algorithm (Torresani and Lee 2007) uses a similar approach where M=LTL and learns L