Lecture 06, part 2 | Pattern Recognition

This lecture by Prof. Fred Hamprecht covers the definition of particular kernels and Classification and Regression Trees (CART). This part introduces outlier detection with max margin methods, one-class SVM and semi-supervised learning with transductive SVM. 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.