Review of Machine Learning Ideas for Malware Classification (radicalrafi.github.io)

For this application you need more than 2 digits of precision on your AUC. The author is using nothing near enough samples to get meaningful results. Also, -1 for linking to Tedium for a pop-up reading experience.