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.
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