Dimension Reduction Forests: Local Variable Importance using Structured Random Forests

Joshua Daniel Loyal, Ruoqing Zhu, Yifan Cui +1

Random forests are one of the most popular machine learning methods due to their accuracy and variable importance assessment. However, random forests only provide variable importan…