Lecture 4 Pattern Classification Large

Peter L. Bartlett, UC Berkeley MLSS 2006, Taipei Copyright @ VideoLectures.net.

Peter L. Bartlett, UC Berkeley MLSS 2006, Taipei Copyright @ VideoLectures.net.

Peter L. Bartlett, UC Berkeley MLSS 2006, Taipei Copyright @ VideoLectures.net.

Miro notes: https://miro.com/app/board/uXjVIPXuHKk=/?share_link_id=843762054496 Colab code: ...

Peter L. Bartlett, UC Berkeley MLSS 2006, Taipei Copyright @ VideoLectures.net.

... or 55 minutes presentation uh on

Part I - Theory : In the "theory" part of this mini-course, we will present recent objects and phenomena related to the study of

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Training and test errors - Generalization error (a.k.a. risk) - Why training error is generally an inconsistent estimate of the risk ...

In this video, we look into the optimality of the Bayes Classifier. Full Transcript: ...