Computer scienceData scienceMachine learningEnsemble learning

Random forest

Theory

Out-of-bag samples

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Let's look at the following training sample containing the following objects:

X, Y, Z, W, V, U, K, SX,\ Y,\ Z,\ W,\ V,\ U,\ K,\ SUsing bootstrapping, we obtained the following 33 bootstrap samples:

  1. X, Z, V, V, KX,\ Z,\ V,\ V,\ K
  2. U, K, Y, S, ZU,\ K,\ Y,\ S,\ Z
  3. S, W, X, W, WS,\ W,\ X,\ W,\, W

What objects will be included in the out-of-bag set of bootstrap sample 33?

Select one or more options from the list
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