Itemset Mining and Rule Models

18 Outubro 2016, 13:00 • João Marques Silva

The first part of this week's lecture analyzed an example of itemset mining, including how to find frequent itemsets, and how to then find association rules. The second part of the lecture started the study of linear models. The lecture reviewed the basic linear classifier, and studied least squares regression, the use of the perceptron, and provided an initial motivation for support vector machines.