Kernel Methods
The following sections are included:
Overview and Primer on Kernel Theory
Kernel Functions
Feature Map vs. Kernel Trick
Kernel Machines
Support Vector Machine (SVM)
Principal Component Analysis (PCA)
k-Means Clustering
Graph Kernels
Experimental Evaluation
Summary