This is a tool that exposes extra knobs present in Spotify's recommendation API. It lets you tweak a number of values that influence which tracks it will recommend to you. In most cases acceptable values range between 0 and 1. For full explanatations of each parameter, check here: Spotify API Docs
A seed artist, track, or genre must be entered as well.