Nothing ruins the thrill of buying a brand new car more quickly than seeing your new insurance bill. The sting’s even more painful when you know you’re a good driver. It doesn’t seem fair that you have to pay so much if you’ve been cautious on the road for years.
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Inaccuracies in car insurance company’s claim predictions raise the cost of insurance for good drivers and reduce the price for bad ones. But Kaymo ™  wants to stop that!

In this competition, you’re challenged to build a model that predicts the probability that a driver will initiate an auto insurance claim. While Kaymo ™ has used machine learning for the past 10 years, they’re looking to the CAIIS machine learning community to explore new, more powerful methods. A more accurate prediction will allow them to further tailor their prices, and hopefully make auto insurance coverage more accessible to more drivers.