House price regression evaluated by SHAP

House price regression with xgboost and evaluated by SHapley Additive exPlanations (SHAP), a game theoretic approach to explain the output of any machine learning model, and generate plots for SHAP values
The dataset of this repo is House Prices - Advanced Regression Techniques on Kaggle. (https://www.kaggle.com/competitions/house-prices-advanced-regression-techniques, https://www.kaggle.com/datasets/carlmcbrideellis/house-prices-advanced-regression-solution-file)

Reference

1. https://www.kaggle.com/code/carlmcbrideellis/an-introduction-to-xgboost-regression
   
2. https://shap.readthedocs.io/en/latest/index.html