SHAP values for brand, colour, and more — In this article, I use the publicly available dataset containing 300+ specifications from headphones of selected brands taken from the Flipkart.com website. The dataset is also publicly available on Kaggle. Full details of the analysis can be found in this public Kaggle notebook. Step 1 — data preprocessing Here, data preprocessing consists of the following…