Lecture 9 - Bias/variance Tradeoff

author: Andrew Ng, Computer Science Department, Stanford University
published: May 18, 2009,   recorded: April 2009,   views: 1362
released under terms of: Creative Commons Attribution Non-Commercial (CC-BY-NC)
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Bias/variance Tradeoff, Empirical Risk Minimization (ERM), The Union Bound, Hoeffding Inequality, Uniform Convergence - The Case of Finite H, Sample Complexity Bound, Error Bound, Uniform Convergence Theorem & Corollary

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