Lab 4 notes

Slides from Lab 4 can be found here: slides.pdf
ICML presentation on Pegasos (referenced in lab slides) can be found here

Code demonstration

A short demo on the importance of scaling features (discussed but not presented in lab)
Ipython notebook
python script
html (non-interactive)

example data used: train, test. The script assumes this data will be in a directory named ./data/ relative to the current working directory.
(example data from "A Practical Guide to Support Vector Classification" by Hsu, Chang, Lin [link])