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Machine Learning with Discriminative Methods Lecture 12 – Non-Linear Classifiers & Projects CS 790-134 Spring 2015 Alex Berg Today’s class • Non-linear models • Take-home midterm the week after spring break, I will give you datasets, you fit models and do feature selection. Hastie et al, Elements of Statistical Learning, 2008 Hastie et al, Elements of Statistical Learning, 2008 Hastie et al, Elements of Statistical Learning, 2008 Hastie et al, Elements of Statistical Learning, 2008 Hastie et al, Elements of Statistical Learning, 2008 Hastie et al, Elements of Statistical Learning, 2008 Hastie et al, Elements of Statistical Learning, 2008 Hastie et al, Elements of Statistical Learning, 2008 Hastie et al, Elements of Statistical Learning, 2008 Hastie et al, Elements of Statistical Learning, 2008 For next class • Homework: – Optionally re-read chapter 5. Pay attention to RKHS section if you want to have extra fun.