Question: is gbm better than random forest?
Answer: Gradient Boosting vs Random Forest. ... It has been shown that GBM performs better than RF if parameters tuned carefully [1,2]. Gradient Boosting: GBT build trees one at a time, where each new tree helps to correct errors made by previously trained tree.