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update week44

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mhjensen
2020-10-26 07:48:04 +01:00
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doc/src/week44/week44.do.txt
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===== Overview of week 44 =====
* Thursday: Wrapping up PCA and basics of decision trees, classification and regression algorithms
* Thursday: Wrapping up PCA from last week and basics of decision trees, classification and regression algorithms
* Friday: Decision trees, voting models and bagging
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.
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===== Thursday =====
Overview video, aims and motivations.
!split
===== Decision trees, overarching aims =====