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Bootstrap aggregating
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=== Creating the out-of-bag dataset === The out-of-bag dataset '''represents the remaining people who were not in the bootstrap dataset.''' It can be calculated by taking the difference between the original and the bootstrap datasets. In this case, the remaining samples who were not selected are '''Emily, Jessie, George, Rachel, and Jamal.''' Keep in mind that since both datasets are sets, when taking the difference the duplicate names are ignored in the bootstrap dataset. The illustration below shows how the math is done: [[File:Complete Example 2.png|840x840px|Complete Example]]
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