Hackathon: Will they claim it?

Problem statement: Automate the claims approval process for a Travel Insurance company using Machine Learning.

Models experiemnted with:

GradientBoosting, Random Forest, Logistic Regression, XGBoost. Accuracy: 87%

For more insights on the project, EDA, modelling approaches, hyperparameter tuning, ROC-AUC and more detailed metrics please see: Will they claim it? PPT