A Discussion of Machine Learning Competitions

Define some objective, then let a population of algorithms compete against one another, mixing and refining characteristics of the most successful of their predecessors, and occasionally introducing novel approaches. I’m speaking, of course, of machine learning competitions. They are rather ubiquitous in today’s research and commercial environment, but what are they good for, and what should one know about…