Artificial Intelligence, Machine Learning, Random Forest, Finance, Trading.
integrating Random Forests into a pipeline with other algorithms that do require scaling. Additionally, if you plan to interpret feature importances, having scaled data can sometimes make these interpretations more straightforward. For this example I’m not going to run the data through a scaler.