title: Does a random forest randomly sample the data for each tree?
body: <p>I appreciate bagging randomly resamples the training set for each tree, and random forests randomly select a subset of features for each tree.</p>
  
  <p>My question though is does a random forest also resample the training set as well as taking a random subset of features. Is it in effect double random?</p>