Review Note

Last Update: 10/08/2023 02:57 PM

Current Deck: EEN100: Theory and exercises

New Card (Unpublished)

Currently Published Content


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Pending Suggestions


Field Change Suggestions:
Empirical risk minimization (ERM)
Select \(h \in \mathcal H\) so that the empirical error (training error) \(L_{\mathcal S}(h) = \frac 1m \sum_{k=1}^m \ell(h,z_k)\) is minimized.

This can be prone to overfitting depending on the freedom available in \(\mathcal H\).