Cost-Complexity pruning of Random Forests ISMM 2017 Paper, Poster, Only Classification tasks have been evaluated. Datasets Download winequality dataset, and other datasets and change utils.py to add new datasets to test out the pruning algorithm. Todo Calculate the test leaves id at the same time as train leaves id Then predict with optimal leaf labeling New references Impact of subsampling and pruning on random forests Paper Understanding variable importances in forests of randomized trees Paper
