Full disclosure, I wrote this and it's about our AI/ML engine at DNSFilter, but I wrote this post to shed some light on how exactly Webshrinker works and the way it's been programmed to categorize domains.
Email hn@ycombinator.com if you want and I can give you some tips about how to present this in a way the HN community is more likely to respond to.