Credit Card Default and LIME
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Skills
About this project
Used tree-based algorithms (Decision tree, Random Forest, XGBoost) to determine whether a client will default or not. Explored LIME library and concepts like PD plots, local interpretation, surrogate models to explain the overall as well as instance-wise model performance.