This lecture by Prof. Fred Hamprecht covers the definition of particular kernels and Classification and Regression Trees (CART). This part introduces kernels for structured inputs and pyramid matching kernels.
This lecture is part of a course on Pattern Recognition by Prof. Fred Hamprecht from the Physics department of Heidelberg University. The course introduces modern machine learning methods with an eye to applications in image analysis.