2.2. Example: improving matches from a dating site with kNN

My friend Hellen has been using some online dating sites to find different people to go out with. She realized that despite the site’s recommendations, she didn’t like everyone she was matched with. After some introspection, she realized there were three types of people she went out with:

• People she didn’t like

• People she liked in small doses

• People she liked in large doses