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Morten Hjorth-Jensen
2024-11-18 16:45:41 +01:00
parent 3147098147
commit d0b6548cb6
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doc/src/week47/week47.do.txt
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@@ -16,8 +16,10 @@ o Basics of decision trees, classification and regression algorithms and ensembl
o Readings and Videos:
o These lecture notes at URL:"https://github.com/CompPhysics/MachineLearning/blob/master/doc/pub/week47/ipynb/week47.ipynb"
o See also lecture notes from week 46 at URL:"https://github.com/CompPhysics/MachineLearning/blob/master/doc/pub/week46/ipynb/week46.ipynb". The lecture on Monday starts with a repetition on how to make a decision tree.
o Video of lecture at URL:"https://youtu.be/RIHzmLv05DA"
o Whiteboard notes at URL:"https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2024/NotesNovember18.pdf"
# * "Video of Lecture":"https://youtu.be/SpWXsvn5I9E"
# * "Whiteboard notes":"https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesNov23.pdf"
o Video on Decision trees URL:"https://www.youtube.com/watch?v=RmajweUFKvM&ab_channel=Simplilearn"
o Video on boosting methods URL:"https://www.youtube.com/watch?v=wPqtzj5VZus&ab_channel=H2O.ai"
o Video on AdaBoost URL:"https://www.youtube.com/watch?v=LsK-xG1cLYA"