Plans for week 44, October 31-November 4_澳门葡京手机版app下载

mhjensen
2022-11-02T05:27:37.821Z
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www.uio.no

Dear All, welcome to a new week and a new topic (our third last).

Last week we ended our discussions of deep learning methods with a discussion of convolutional neural networks and recurrent neural networks. This week we start with another set of very popular methods for both classification and regression. We will start with decision trees and then move over to ensembles of decisions trees (random forests, bagging and other methods) and then end with boosting methods and gradient boosting.

The plans for this week are

Lab Wednesday and Thursday: work on project 2

Lecture Thursday: Basics of decision trees, classification and regression algorithms

Lecture Friday: Decision trees and ensemble models (bagging and random forests)

Teaching material: Lecture notes week 44 at https://compphysics.gi...