Random Forest Variable Importance-based Selection Algorithm in Class Imbalance Problem

Yunbi Nam, Sunwoo Han

Random Forest is a machine learning method that offers many advantages, including the ability to easily measure variable importance. Class balancing technique is a well-known solut…