Search Results for author: Mohamad Medhat Gaber

Found 2 papers, 0 papers with code

On Extreme Pruning of Random Forest Ensembles for Real-time Predictive Applications

no code implementations17 Mar 2015 Khaled Fawagreh, Mohamad Medhat Gaber, Eyad Elyan

Random Forest (RF) is an ensemble supervised machine learning technique that was developed by Breiman over a decade ago.

Clustering Ensemble Pruning

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

no code implementations17 Mar 2015 Khaled Fawagreh, Mohamad Medhat Gaber, Eyad Elyan

Many researchers, however, believe that there is still room for enhancing and improving its performance in terms of predictive accuracy.

Ensemble Pruning Outlier Detection

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