Uploaded December 2021 | Updated September 2026, 2 weeks ago

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Sebastian's books: sebastianraschka.com/books

This video introduces permutation importance, which is a model-agnostic, versatile way for computing the importance of features based on a machine learning classifier or regression model.

Slides: sebastianraschka.com/pdf/lecture-notes/stat451fs21/13_feat-sele__slides.pdf

Random forest importance video: youtu.be/ycyCtxZ0a9w


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This video is part of my Introduction of Machine Learning course.

Next video: youtu.be/meTXOuFV-s8

The complete playlist: youtube.com/playlist?list=PLTKMiZHVd_2KyGirGEvKlniaWeLOHhUF3

A handy overview page with links to the materials: sebastianraschka.com/blog/2021/ml-course.html

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