In this paper, a hybrid fuzzy random forest algorithm, in which a harmony search algorithm is embedded for parameter tuning, is proposed for classification on unbalanced data sets. Firstly, the data ...

This research work focuses on analyzing the performance of a proposed random forest (RF) method with that of Gaussian Naive Bayes in predicting software problems. The database utilized in this ...