Earlier quoted context omitted.
Those sound like awesome potential features. Allow users to assign 0-100% weights for each of those scoring adjustments during search,and show them the calcs (if you can).
Supposedly there's thousands of different features that are scored, and those are just the rolled-up categories that needed their own separate ML pipeline step. Like, maybe, for example, a feature is "this site has a favicon.ico that is unique and not used elsewhere" (page quality). Or "this page has ads, but they are below the fold" (page layout). Or "this site has > X amount of inbound links from a hand curated lis…
AKA ensemble models.