Discussion Forum | Board Infinity

What is the difference between bagging & random forest?

Difference between bagging & random forest

The fundamental difference between bagging and the random forest is that in Random forests, only a subset of features is selected at random out of the total and the best split feature from the subset is used to split each node in a tree, unlike in bagging where all features are considered for splitting a node.