Why does this help in the case of noise
Problem
In building a regression tree, instead of the mean we can use the median, and instead of minimizing the squared error we can minimize the absolute error. Why does this help in the case of noise?
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Search about the history of frybreads in the United States and answer the following
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In building a regression tree, instead of the mean we can use the median, and instead of minimizing the squared error. Why does this help in the case of noise?
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Give a counterexample showing that this strategy is incorrect, i.e., it can sometimes give a non-optimal solution. Show your work!
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