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diversity
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如何获得并结合“好而不同”的个体学习器,是集成学习研究的核心。具体来讲,“好而不同”是指个体学习器要有一定的“准确性”,即学习器要在大部分样本上预测准确,不能太差,并且要有“多样性”(diversity),即学习器间具有差异,尽量在不同的样本上发生预测错误。
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diversity
①相异性,多样性 ②分集
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多样性
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