week45 update

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Morten Hjorth-Jensen
2020-11-01 22:55:26 +01:00
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* "Friday: Boosting and gradient boosting
Geron's chapter 7. See also lecture from "STK-IN4300, lecture 7":"https://www.uio.no/studier/emner/matnat/math/STK-IN4300/h20/slides/lecture_7.pdf". Chapter 9.2 of Hastie et al contains also a good discussion.
Geron's chapter 7. See also lecture from "STK-IN4300, lecture 9":"https://www.uio.no/studier/emner/matnat/math/STK-IN4300/h20/slides/lecture_9.pdf". Chapter 10 (sections 10.1-10.10 are the most relevant ones) of Hastie et al contains also a good discussion.
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===== Thursday =====
Bagging, voting and random forests.
The material on bagging and voting is a repeat from last week and can be found in the slides from week 44.
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===== Random forests =====