Predicting Peer to Peer Lending Loan Risk Using Classification Approach

F Zulfikri, D Tryanda, A Syarif, H Patria - International Journal of …, 2021 - ijasce.org
Technological innovations have affected all sectors of life, especially, the financial sector
with the emergence of financial technology. One of them is marked by the emergence of …

Explaining mortgage defaults using SHAP and LASSO

B Ozturkkal, RR Wahlstrøm - Available at SSRN 4212836, 2022 - papers.ssrn.com
We use and compare two machine learning approaches for finding the best variables for
explaining default of mortgages. First, we use SHapley Additive exPlanations (SHAP) values …