Plans for week 45, November 7-11_澳门葡京手机版app下载

mhjensen
2022-11-08T07:14:10.359Z
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www.uio.no

Dear all, welcome to a new week and FYS-STK.

Last week we went through the basic algorithms of decision trees for classification and regression, with an emphasis on the so-called CART algorithm. We discussed also so-called ensemble methods like bagging, voting and random forests before starting with boosting methods. The latter use also decision trees as weak learners. We will go through the details of these methods this week and discuss ADAboost and gradient boosting. If we get time, we may start with support vector machines, our second last topic this semester. Else, the deadline for project 2 is now set to Wednesday 16th of November since we also postponed the deadline for project 1 by five days.

Lab Wednesday and Thursday: work on project 2, new deadline November 16 at midnight.

Lecture Thursday: Boosting m...