05. Perturbations on Rows

Perturbations on Rows

Another way to generate different trees is to grow each tree on a random subset of the original dataset’s rows . Subsets can be generated with or without replacement. When it's done with replacement, it's called bagging , and when it’s done without replacement, it’s called pasting . Bagging is short for bootstrap aggregating .