This is a team project for a competition sponsored by researchers at Imperial College London. We used data mining skills to determine whether a loan will default, as well as the loss incurred if it does default.

More about this Competition

Raw Data

We used two-stage gradient boosted regression tree to minimize mean absolute error.

Our model approach

Rank: 71 out of 675 teams