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The out-of-bag (OOB) error in Random Forest is computed using:

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The out-of-bag (OOB) error in Random Forest is computed using:

A separate validation set held out from the training data

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Only the tree that achieved the best training accuracy

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Only the trees that did NOT include that sample in their bootstrap training set

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All trees in the forest (including those trained on the sample)

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