Kiva is a non-profit organization with a mission to connect people through lending to alleviate poverty.

This model works with a data from build.kiva.org to identify the very small percentage of Kiva loan recipients (<2%) who are most likely to default.

Learn more in this blog post.

Source: Loans from a snapshot at build.kiva.org