Lecture 06, part 3 | Pattern Recognition

This lecture by Prof. Fred Hamprecht covers the definition of particular kernels and Classification and Regression Trees (CART). This part introduces Classification and Regression Trees, impurity criteria, regularization and Random Forest. 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.