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VC dimension theory
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VC dimension theory
Encyclopedia
理学
模式识别理论
释
VC dimension theory
VC维理论
统计学习理论的核心问题是分析算法的泛化能力。理论结果表明,算法的泛化能力依赖于假设空间的复杂度。VC维是一种度量假设空间复杂度的经典方法,它的出现推动了统计学习理论的早期发展。
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更新时间:2026/10/26 13:40:40