An Outlier Detection-based Tree Selection Approach to Extreme Pruning of Random Forests

Khaled Fawagreh, Mohamad Medhat Gaber, Eyad Elyan

Random Forest (RF) is an ensemble classification technique that was developed by Breiman over a decade ago. Compared with other ensemble techniques, it has proved its accuracy and…