Week 6 - Resampling

Please read chapter 5 in “An Introduction to Statistical Learning”, which looks at bootstrapping and cross-validation. In addition will we also talk about data leakage some more. We will also be talking about evaluating model performance so please also read chapter 9 - Judging model effectiveness in “Tidy Modeling with R, which we will use as the introduction for the R package yardstick.

Please also read chapter 10 and 11 from Tidy Modeling with R

The accompanied tidymodels labs can be found here.

Slides

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