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weakly supervised learning
释义
weakly supervised learning
Encyclopedia
理学
弱监督学习
释
weakly supervised learning
弱监督学习
一类通过弱监督信息构建预测模型的机器学习技术的总称。通常情况下,弱监督信息包括了以下3类典型情况:(1)监督信息不完全,即只有一部分训练数据具备标记;(2)监督信息不具体,即训练数据只具备粗粒度标记;(3)监督信息不精确,即给出的标记并不一定是真实值。
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