A simple random sample is used to represent the entire data population. A stratified random sample divides the population into smaller groups based on shared characteristics.

We'll illustrate bagging by improving a regression tree fit 4 of noisy data sampled from a parabola ().Because our sample is relatively small (n = 30), our regression tree prediction based on the ...