There are remarkably few examples of modern use of XGBoost online to perform multiclass classification so here's an example of feature generation on the recipe/ingredient database, and using label encoders with XGBoost to perform said feature generation
Here is also a more standard binary classification on an imbalanced (3%) dataset - the breast cancer detection