Why does the deviation of KNN algorithm increase when k increases, but the deviation remains unchanged when the number of trees is increased by RF, and the deviation of GBDT can become smaller when the number of trees is increased

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Why does the deviation of KNN algorithm increase when k increases, but the deviation remains unchanged when the number of trees is increased by RF, and the deviation of GBDT can become smaller when the number of trees is increased

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