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Morten Hjorth-Jensen
2021-11-01 16:50:26 +01:00
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doc/src/week44/week44.do.txt
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@@ -6,8 +6,8 @@ DATE: today
!split
===== Overview of week 44 =====
* "Thursday: Wrapping up PCA from last week and basics of decision trees, classification and regression algorithms with video of lecture":"https://www.uio.no/studier/emner/matnat/fys/FYS-STK4155/h20/forelesningsvideoer/LectureOctober29.mp4?vrtx=view-as-webpage"
* "Friday: Decision trees, voting models and bagging with video of lecture":"https://www.uio.no/studier/emner/matnat/fys/FYS-STK4155/h20/forelesningsvideoer/LectureOctober30.mp4?vrtx=view-as-webpage"
* 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.