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Morten Hjorth-Jensen
2024-11-17 14:52:45 +01:00
parent 04ddef28e3
commit df2f85227b
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doc/src/week47/week47.do.txt
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@@ -23,7 +23,6 @@ o Readings and Videos:
o Video on AdaBoost URL:"https://www.youtube.com/watch?v=LsK-xG1cLYA"
o Video on Gradient boost, part 1, parts 2-4 follow thereafter URL:"https://www.youtube.com/watch?v=3CC4N4z3GJc"
o Decision Trees: Rashcka et al chapter 3 pages 86-98, and chapter 7 on Ensemble methods, Voting and Bagging and Gradient Boosting. See also lecture from STK-IN4300, lecture 7 at URL:"https://www.uio.no/studier/emner/matnat/math/STK-IN4300/h20/slides/lecture_7.pdf".
* Decision Trees: Geron's chapter 6 covers decision trees while ensemble models, voting and bagging are discussed in 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.
!eblock