Entry for the Kaggle "Predicting Road Accident Risk" contest. I used XGBoost with K-fold CV and grid-search hyperparameter optimization. No AI tools were used to write or assist in writing these programs, as I wanted to maximize my independent understanding.
Fine-tuning notebook: https://colab.research.google.com/drive/1iHSP-V6OR-6oCbq30qACj727FL7HcVaU?usp=sharing
Dataset Source: https://www.kaggle.com/competitions/playground-series-s5e10/data