Bayes Optimal Hyperplanes ? Maximal Margin Hyperplanes
Overview
Classifiers and Bayes error
Bayes optimal classifiers
Density estimation
Restricted Bayes optimal classifiers*
Parzen windows
Choosing ?
Bayes optimal hyperplanes ? maximal margin hyperplanes
Proof intuition
Linearly separable case cont.
Linearly non-separable case
Different values of ?
Different values of ? cont.
Experiments
Preliminary Results
Summary
Musings I
Musings II
Email: stong@cs.stanford.edu
Home Page: http://www-cs-students.stanford.edu/~stong/