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What is the difference between Stump-based and Tree-based frontal face detector?

In the Opencv there are some haar cascades:

  • haarcascade_frontalface_alt.xml - Stump-based 20x20 gentle adaboost frontal face detector. Created by Rainer Lienhart.
  • haarcascade_frontalface_alt2.xml - Tree-based 20x20 gentle adaboost frontal face detector. Created by Rainer Lienhart.

What is the difference between Stump-based and Tree-based frontal face detector? Inipractice, they give very similar results.