因此,判别式建模与监督学习同义,即学习使用标记数据集将输入映射到输出的函数。生成建模通常使用未标记的数据集(即作为无监督学习的一种形式)执行,尽管它也可以应用于标记的数据集以学习如何从每个不同的类生成观察结果。 判别建模试图估计观察值 x 属于类别 y 的概率。生成建模不关心标记观察。相反,它试图估计完全看...
Fluent Python, 2nd Edition9.2 Designing Machine Learning Syste...8.7 Learning OpenCV 39.4 Hands-On Large Language Model... Operating System Concepts (10/e)9.2 Database Internals7.6 The Rust Programming Language ...8.6 High Performance Spark8.0 ...
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