Find an Algorithm that Fits

Choosing a machine learning algorithm is a lot like shoe shopping. If it were, we'd all be wearing thousand-dollar feather-light track shoes. Instead, we consider how we'll be using them. Some shoes are good for standing all day, and some are good for climbing cliffs. And, of course, how they look can trump everything else.