How to tune parameters in R: Automatic tuning of Random Forest Parameters Random Forest is a popular machine learning algorithm that is used for both classification and regression tasks. One of the main advantages of Random Forest is that it can handle large amounts of data and is relatively easy to tune. However, tuning the …