Lectures will be physical both on Monday (S3) and Thursday (S2).

Lecture notes:

8Trees.pdf
8Trees.html
8Trees.Rmd

Annotated slides

Note from Bo Lindqvist in MA8701 in 2017 - Advanced topics in Statistical Learning and Inference

Variable importance using randomization: M8_variableImportanceRandomization.pdf

Recordings from last year:

Recorded lecture 8. March 2021

Recorded lecture Monday 9. March (ca. 11:00-11:20) (I unfortunately forgot to record the first lesson last year)

The online videos:

Online lecture by Hastie and Tibshirani, Chapter 8 (all parts, including R lab)

Recommended exercises: